id stringlengths 2 115 | author stringlengths 2 42 ⌀ | last_modified timestamp[us, tz=UTC] | downloads int64 0 8.87M | likes int64 0 3.84k | paperswithcode_id stringlengths 2 45 ⌀ | tags list | lastModified timestamp[us, tz=UTC] | createdAt stringlengths 24 24 | key stringclasses 1 value | created timestamp[us] | card stringlengths 1 1.01M | embedding list | library_name stringclasses 21 values | pipeline_tag stringclasses 27 values | mask_token null | card_data null | widget_data null | model_index null | config null | transformers_info null | spaces null | safetensors null | transformersInfo null | modelId stringlengths 5 111 ⌀ | embeddings list |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
severo/flores_101 | severo | 2022-10-27T08:37:36Z | 397 | 1 | flores | [
"task_categories:text-generation",
"task_categories:translation",
"annotations_creators:found",
"language_creators:expert-generated",
"multilinguality:multilingual",
"multilinguality:translation",
"size_categories:unknown",
"source_datasets:extended|flores",
"language:af",
"language:am",
"language:ar",
"language:hy",
"language:as",
"language:ast",
"language:az",
"language:be",
"language:bn",
"language:bs",
"language:bg",
"language:my",
"language:ca",
"language:ceb",
"language:zho",
"language:hr",
"language:cs",
"language:da",
"language:nl",
"language:en",
"language:et",
"language:tl",
"language:fi",
"language:fr",
"language:ff",
"language:gl",
"language:lg",
"language:ka",
"language:de",
"language:el",
"language:gu",
"language:ha",
"language:he",
"language:hi",
"language:hu",
"language:is",
"language:ig",
"language:id",
"language:ga",
"language:it",
"language:ja",
"language:jv",
"language:kea",
"language:kam",
"language:kn",
"language:kk",
"language:km",
"language:ko",
"language:ky",
"language:lo",
"language:lv",
"language:ln",
"language:lt",
"language:luo",
"language:lb",
"language:mk",
"language:ms",
"language:ml",
"language:mt",
"language:mi",
"language:mr",
"language:mn",
"language:ne",
"language:ns",
"language:no",
"language:ny",
"language:oc",
"language:or",
"language:om",
"language:ps",
"language:fa",
"language:pl",
"language:pt",
"language:pa",
"language:ro",
"language:ru",
"language:sr",
"language:sn",
"language:sd",
"language:sk",
"language:sl",
"language:so",
"language:ku",
"language:es",
"language:sw",
"language:sv",
"language:tg",
"language:ta",
"language:te",
"language:th",
"language:tr",
"language:uk",
"language:umb",
"language:ur",
"language:uz",
"language:vi",
"language:cy",
"language:wo",
"language:xh",
"language:yo",
"language:zu",
"license:cc-by-sa-4.0",
"conditional-text-generation",
"arxiv:2106.03193",
"region:us"
] | 2022-10-27T08:37:36Z | 2023-06-20T21:40:23.000Z | 2023-06-20T21:40:23 | ---
annotations_creators:
- found
language_creators:
- expert-generated
language:
- af
- am
- ar
- hy
- as
- ast
- az
- be
- bn
- bs
- bg
- my
- ca
- ceb
- zho
- hr
- cs
- da
- nl
- en
- et
- tl
- fi
- fr
- ff
- gl
- lg
- ka
- de
- el
- gu
- ha
- he
- hi
- hu
- is
- ig
- id
- ga
- it
- ja
- jv
- kea
- kam
- kn
- kk
- km
- ko
- ky
- lo
- lv
- ln
- lt
- luo
- lb
- mk
- ms
- ml
- mt
- mi
- mr
- mn
- ne
- ns
- 'no'
- ny
- oc
- or
- om
- ps
- fa
- pl
- pt
- pa
- ro
- ru
- sr
- sn
- sd
- sk
- sl
- so
- ku
- es
- sw
- sv
- tg
- ta
- te
- th
- tr
- uk
- umb
- ur
- uz
- vi
- cy
- wo
- xh
- yo
- zu
license:
- cc-by-sa-4.0
multilinguality:
- multilingual
- translation
size_categories:
- unknown
source_datasets:
- extended|flores
task_categories:
- text-generation
- translation
task_ids: []
paperswithcode_id: flores
pretty_name: flores101
tags:
- conditional-text-generation
---
# Dataset Card for Flores 101
## Table of Contents
- [Dataset Card for Flores 101](#dataset-card-for-flores-101)
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
## Dataset Description
- **Home:** [WMT](http://www.statmt.org/wmt21/large-scale-multilingual-translation-task.html)
- **Repository:** [Github](https://github.com/facebookresearch/flores)
- **Blogpost:** [FAIR](https://ai.facebook.com/blog/the-flores-101-data-set-helping-build-better-translation-systems-around-the-world)
- **Paper:** [Arxiv](https://arxiv.org/abs/2106.03193)
- **Point of Contact:** [flores@fb.com](mailto:flores@fb.com)
- **Leaderboard** [Dynabench](https://dynabench.org/flores/Flores%20MT%20Evaluation%20(FULL))
### Dataset Summary
FLORES is a benchmark dataset for machine translation between English and low-resource languages.
Abstract from the original paper:
> One of the biggest challenges hindering progress in low-resource and multilingual machine translation is the lack of good evaluation benchmarks. Current evaluation benchmarks either lack good coverage of low-resource languages, consider only restricted domains, or are low quality because they are constructed using semi-automatic procedures. In this work, we introduce the FLORES evaluation benchmark, consisting of 3001 sentences extracted from English Wikipedia and covering a variety of different topics and domains. These sentences have been translated in 101 languages by professional translators through a carefully controlled process. The resulting dataset enables better assessment of model quality on the long tail of low-resource languages, including the evaluation of many-to-many multilingual translation systems, as all translations are multilingually aligned. By publicly releasing such a high-quality and high-coverage dataset, we hope to foster progress in the machine translation community and beyond.
**Disclaimer**: *The Flores-101 dataset is hosted by the Facebook and licensed under the [Creative Commons Attribution-ShareAlike 4.0 International License](https://creativecommons.org/licenses/by-sa/4.0/).
### Supported Tasks and Leaderboards
#### Multilingual Machine Translation
Refer to the [Dynabench leaderboard](https://dynabench.org/flores/Flores%20MT%20Evaluation%20(FULL)) for additional details on model evaluation on FLORES-101 in the context of the WMT2021 shared task on [Large-Scale Multilingual Machine Translation](http://www.statmt.org/wmt21/large-scale-multilingual-translation-task.html).
### Languages
The dataset contains parallel sentences for 101 languages, as mentioned in the original [Github](https://github.com/facebookresearch/flores/blob/master/README.md) page for the project. Languages are identified with the ISO 639-3 code (e.g. `eng`, `fra`, `rus`) as in the original dataset.
**New:** Use the configuration `all` to access the full set of parallel sentences for all the available languages in a single command.
## Dataset Structure
### Data Instances
A sample from the `dev` split for the Russian language (`rus` config) is provided below. All configurations have the same structure, and all sentences are aligned across configurations and splits.
```python
{
'id': 1,
'sentence': 'В понедельник ученые из Медицинской школы Стэнфордского университета объявили об изобретении нового диагностического инструмента, который может сортировать клетки по их типу; это маленький чип, который можно напечатать, используя стандартный струйный принтер примерно за 1 цент США.',
'URL': 'https://en.wikinews.org/wiki/Scientists_say_new_medical_diagnostic_chip_can_sort_cells_anywhere_with_an_inkjet',
'domain': 'wikinews',
'topic': 'health',
'has_image': 0,
'has_hyperlink': 0
}
```
The text is provided as-in the original dataset, without further preprocessing or tokenization.
### Data Fields
- `id`: Row number for the data entry, starting at 1.
- `sentence`: The full sentence in the specific language.
- `URL`: The URL for the English article from which the sentence was extracted.
- `domain`: The domain of the sentence.
- `topic`: The topic of the sentence.
- `has_image`: Whether the original article contains an image.
- `has_hyperlink`: Whether the sentence contains a hyperlink.
### Data Splits
| config| `dev`| `devtest`|
|-----------------:|-----:|---------:|
|all configurations| 997| 1012:|
### Dataset Creation
Please refer to the original article [The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation](https://arxiv.org/abs/2106.03193) for additional information on dataset creation.
## Additional Information
### Dataset Curators
The original authors of FLORES-101 are the curators of the original dataset. For problems or updates on this 🤗 Datasets version, please contact [gabriele.sarti996@gmail.com](mailto:gabriele.sarti996@gmail.com).
### Licensing Information
Licensed with Creative Commons Attribution Share Alike 4.0. License available [here](https://creativecommons.org/licenses/by-sa/4.0/).
### Citation Information
Please cite the authors if you use these corpora in your work:
```bibtex
@inproceedings{flores101,
title={The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation},
author={Goyal, Naman and Gao, Cynthia and Chaudhary, Vishrav and Chen, Peng-Jen and Wenzek, Guillaume and Ju, Da and Krishnan, Sanjana and Ranzato, Marc'Aurelio and Guzm\'{a}n, Francisco and Fan, Angela},
journal={arXiv preprint arXiv:2106.03193},
year={2021}
}
``` | [
-0.29782456159591675,
-0.522373378276825,
0.34789690375328064,
0.5215269923210144,
-0.01698261685669422,
-0.18506814539432526,
-0.6274724006652832,
-0.2497541904449463,
0.3656754791736603,
0.06680840253829956,
-0.6470470428466797,
-0.762576162815094,
-0.5026506185531616,
0.7103824615478516,
-0.3309829831123352,
1.0779705047607422,
-0.26783934235572815,
0.0708012804389,
-0.2884187698364258,
-0.42918679118156433,
-0.058875009417533875,
-0.24178415536880493,
-0.24715393781661987,
-0.008083349093794823,
0.5832175016403198,
0.4439338147640228,
0.6886515021324158,
0.968320369720459,
0.7172242403030396,
0.39386194944381714,
-0.05326007306575775,
0.25998422503471375,
-0.42432937026023865,
-0.05752524733543396,
-0.06318089365959167,
-0.2707553207874298,
-0.6019831299781799,
-0.05555365979671478,
0.675312876701355,
0.9974920749664307,
0.055186737328767776,
0.45351096987724304,
0.07088173925876617,
0.7222850918769836,
-0.21906618773937225,
0.32076069712638855,
-0.4579212963581085,
-0.031382910907268524,
-0.45539727807044983,
-0.13705602288246155,
-0.3838118314743042,
-0.4481109082698822,
0.0128416633233428,
-0.7111279964447021,
0.06430167704820633,
0.08115275949239731,
1.0706968307495117,
0.20101980865001678,
-0.2749699354171753,
-0.11798018962144852,
-0.3623392879962921,
1.048873782157898,
-0.6038970351219177,
0.2827828824520111,
0.3700896203517914,
0.04951157420873642,
-0.08909409493207932,
-0.6736395359039307,
-0.6322199106216431,
-0.008874602615833282,
-0.4217154383659363,
0.1326783150434494,
-0.39284467697143555,
-0.13171721994876862,
0.4444655179977417,
0.45255160331726074,
-0.8798362612724304,
-0.07329865545034409,
-0.6046077609062195,
-0.22598785161972046,
0.7890591621398926,
0.15174314379692078,
0.21000151336193085,
-0.5689104199409485,
-0.34045490622520447,
-0.18340572714805603,
-0.4910527169704437,
0.07898126542568207,
0.38476765155792236,
0.43033111095428467,
-0.5808168649673462,
0.5774648785591125,
-0.596781313419342,
0.7232990860939026,
-0.30649182200431824,
-0.41099119186401367,
1.0527421236038208,
-0.639215886592865,
-0.2465953677892685,
-0.3098548650741577,
1.2654228210449219,
0.3004688024520874,
0.32646530866622925,
-0.1449626386165619,
-0.08018793165683746,
-0.09426392614841461,
-0.13939225673675537,
-0.7391165494918823,
0.10872206091880798,
0.24117301404476166,
-0.7558247447013855,
-0.3322005867958069,
0.3281589150428772,
-1.1046574115753174,
0.030686577782034874,
-0.27908581495285034,
0.1493639051914215,
-0.3007698953151703,
-0.17702743411064148,
-0.03172728046774864,
0.2036391645669937,
-0.13561460375785828,
-0.12642307579517365,
-0.4728090465068817,
0.33788394927978516,
0.3231593072414398,
0.8104372024536133,
-0.4743958115577698,
-0.7905935645103455,
-0.45033687353134155,
-0.13643713295459747,
-0.13601434230804443,
0.5656808018684387,
-0.1853199452161789,
-0.32028841972351074,
0.06609626859426498,
0.5464031100273132,
-0.294864296913147,
-0.318016916513443,
0.9178687334060669,
-0.11191605776548386,
0.41448894143104553,
-0.6754321455955505,
-0.2889987528324127,
-0.026320628821849823,
0.2435181438922882,
-0.6477453708648682,
1.3398977518081665,
-0.018665773794054985,
-0.7849159836769104,
0.0806870087981224,
-0.7023982405662537,
-0.7358172535896301,
-0.12593752145767212,
-0.12870363891124725,
-0.4552580416202545,
-0.06114180013537407,
0.3151896595954895,
0.42319726943969727,
-0.39650219678878784,
0.4063197076320648,
-0.31156063079833984,
-0.38884449005126953,
0.2225363701581955,
-0.573302149772644,
1.0943011045455933,
0.5361701846122742,
-0.3207055628299713,
0.1690492331981659,
-0.7903127670288086,
-0.07113466411828995,
0.40530699491500854,
-0.4930410385131836,
-0.11559111624956131,
-0.08139750361442566,
0.07518979161977768,
0.2797313332557678,
0.3447304964065552,
-0.7131680846214294,
0.16467639803886414,
-0.44152796268463135,
0.17763741314411163,
0.5682940483093262,
-0.13817909359931946,
0.26816821098327637,
-0.3304498791694641,
0.4358064532279968,
0.04779522866010666,
0.3368728458881378,
-0.35435688495635986,
-0.6659285426139832,
-1.043406367301941,
-0.14116886258125305,
0.1921318620443344,
0.717251181602478,
-0.9654053449630737,
0.6461633443832397,
-0.7835381627082825,
-0.5700189471244812,
-0.8807252049446106,
0.24783656001091003,
0.586913526058197,
0.5005375146865845,
0.7300542593002319,
0.0845106914639473,
-0.5002652406692505,
-0.9941843152046204,
-0.020104680210351944,
0.06162510812282562,
0.2176586389541626,
0.2729852497577667,
0.6843909621238708,
-0.20279468595981598,
0.7045904994010925,
-0.7804099321365356,
-0.36330506205558777,
-0.3134081959724426,
-0.14044977724552155,
0.5392594337463379,
0.49356216192245483,
0.6712494492530823,
-0.7735476493835449,
-0.7899390459060669,
0.18097160756587982,
-1.004597544670105,
-0.15499383211135864,
0.11144435405731201,
-0.15608416497707367,
0.2632053792476654,
0.4394776523113251,
-0.651881754398346,
0.23112258315086365,
0.6029637455940247,
-0.14914827048778534,
0.29732754826545715,
-0.4098878800868988,
0.3144280016422272,
-1.3864103555679321,
0.4326687753200531,
0.10469197481870651,
0.03303535655140877,
-0.48194772005081177,
-0.1295347511768341,
0.1729806512594223,
-0.1169271394610405,
-0.4972200393676758,
0.36888325214385986,
-0.3189731240272522,
-0.06514032185077667,
0.21384097635746002,
-0.052229542285203934,
0.08543584495782852,
0.6793420910835266,
-0.24563831090927124,
0.9083437323570251,
0.5351458787918091,
-0.34358280897140503,
0.5278327465057373,
0.18244771659374237,
-0.4311615228652954,
0.43266767263412476,
-0.6938698887825012,
-0.14869125187397003,
-0.22266143560409546,
0.24122995138168335,
-0.8320590853691101,
-0.1359126716852188,
0.19573195278644562,
-0.418905109167099,
0.07890850305557251,
0.014933716505765915,
-0.7524092793464661,
-0.6658844351768494,
-0.44518721103668213,
0.3204098343849182,
0.30649685859680176,
-0.424480676651001,
0.04727734625339508,
0.17013315856456757,
-0.2751752734184265,
-0.7247408032417297,
-0.9277001023292542,
-0.09857448935508728,
-0.23614145815372467,
-0.6287204027175903,
0.5320122241973877,
-0.25271689891815186,
-0.17120501399040222,
0.22745375335216522,
0.20791159570217133,
0.10233599692583084,
-0.0714060366153717,
0.01983407326042652,
0.29415568709373474,
-0.20671328902244568,
0.14425012469291687,
0.2064741849899292,
-0.34017446637153625,
-0.13543923199176788,
-0.23767496645450592,
0.597761869430542,
-0.22525522112846375,
-0.3143409490585327,
-0.6915090084075928,
0.3419727087020874,
0.6864446997642517,
-0.4399581253528595,
0.7317981719970703,
0.7074425220489502,
-0.46196162700653076,
0.17656052112579346,
-0.4387742578983307,
0.20317958295345306,
-0.4566575586795807,
0.46237218379974365,
-0.4393490254878998,
-0.3284001052379608,
0.5384787917137146,
0.1816396862268448,
-0.021824011579155922,
0.9541829228401184,
0.612525224685669,
-0.15075232088565826,
0.6733154654502869,
0.36765000224113464,
-0.22597475349903107,
0.29275402426719666,
-0.5981030464172363,
0.029482809826731682,
-0.5163145065307617,
-0.4143592417240143,
-0.7788477540016174,
-0.28485608100891113,
-0.9301854372024536,
-0.5227731466293335,
0.3081902861595154,
-0.21738940477371216,
0.050809912383556366,
0.7480192184448242,
-0.3999633491039276,
0.40399596095085144,
0.42861151695251465,
-0.05554160848259926,
0.45205792784690857,
0.1371850222349167,
-0.287968248128891,
-0.247933030128479,
-0.5034400820732117,
-0.3200826346874237,
1.2362101078033447,
0.2804589569568634,
0.4363741874694824,
0.040364980697631836,
0.6668757200241089,
0.21168050169944763,
0.2651301622390747,
-0.45526009798049927,
0.5449133515357971,
-0.42161476612091064,
-0.4902765154838562,
-0.26039984822273254,
-0.6581632494926453,
-1.1063334941864014,
0.3510529696941376,
-0.14831259846687317,
-0.50871342420578,
0.3135269284248352,
-0.2713248133659363,
-0.2540925145149231,
0.1547023355960846,
-0.802130937576294,
1.0168428421020508,
-0.20904192328453064,
-0.30431199073791504,
-0.11543666571378708,
-0.5002692341804504,
0.04120614752173424,
-0.07160746306180954,
0.549990713596344,
-0.27620431780815125,
0.042206279933452606,
0.86195969581604,
-0.3796236217021942,
0.6013838648796082,
-0.17403052747249603,
-0.04408828169107437,
0.06235707551240921,
-0.32245171070098877,
0.47502392530441284,
-0.04302731528878212,
-0.4706585705280304,
0.34081003069877625,
0.05752851068973541,
-0.4805385172367096,
-0.11323029547929764,
1.0662765502929688,
-0.7359152436256409,
-0.17706423997879028,
-0.3778919577598572,
-0.8198842406272888,
-0.030004138126969337,
0.41370195150375366,
0.5419760942459106,
0.2606734037399292,
-0.05716755613684654,
0.33936548233032227,
0.3551017642021179,
-0.6192224621772766,
0.5353528261184692,
0.3584754765033722,
-0.07607909291982651,
-0.5142456889152527,
1.1044069528579712,
0.36233755946159363,
0.13286449015140533,
0.33521443605422974,
0.12158423662185669,
-0.16467037796974182,
-0.4038848280906677,
-0.5846006274223328,
0.3557400107383728,
-0.5405302047729492,
-0.47270700335502625,
-0.6774259209632874,
0.04998607188463211,
-0.47217485308647156,
0.005895583424717188,
-0.3400181829929352,
-0.35422202944755554,
-0.1259823739528656,
-0.18245896697044373,
0.3844681978225708,
0.46768882870674133,
0.025628529489040375,
-0.009623896330595016,
-0.48752716183662415,
0.36178845167160034,
-0.03979211300611496,
0.3431222140789032,
-0.10491957515478134,
-0.2876061499118805,
-0.38125884532928467,
0.17121689021587372,
-0.24358884990215302,
-0.8160134553909302,
0.30813437700271606,
0.08363243192434311,
0.7021127939224243,
0.29854512214660645,
0.15452603995800018,
0.8785045742988586,
-0.453884094953537,
0.6898965835571289,
0.14306657016277313,
-0.8310295343399048,
0.6363070011138916,
-0.277004599571228,
0.16121426224708557,
0.7961356043815613,
0.40543311834335327,
-0.5993735194206238,
-0.19336877763271332,
-0.5004319548606873,
-0.8051907420158386,
0.87526535987854,
0.4144328534603119,
0.20263585448265076,
-0.1043446883559227,
0.03765534237027168,
0.08319830149412155,
0.10384340584278107,
-0.9043444991111755,
-0.68315589427948,
0.09025664627552032,
-0.5455842614173889,
-0.05711178109049797,
-0.030917752534151077,
-0.133144348859787,
-0.5705723166465759,
0.6705182194709778,
-0.038507793098688126,
0.20650656521320343,
0.2375544160604477,
-0.26903626322746277,
-0.12742362916469574,
0.2683396637439728,
0.4477766156196594,
0.5140126943588257,
-0.10188958793878555,
-0.020049069076776505,
0.56297767162323,
-0.40022414922714233,
-0.044151801615953445,
0.4723866283893585,
-0.3418785333633423,
0.13420528173446655,
0.5663267970085144,
0.7275424003601074,
0.13113674521446228,
-0.4806790053844452,
0.6803739666938782,
0.12396442145109177,
-0.22993046045303345,
-0.09633278101682663,
-0.3077510595321655,
0.02226214110851288,
-0.016307635232806206,
0.42419084906578064,
0.1084868460893631,
0.09304481744766235,
-0.28791913390159607,
0.12226850539445877,
0.03453664854168892,
-0.21907445788383484,
-0.348760187625885,
0.48710283637046814,
0.24582946300506592,
-0.03146982565522194,
0.5385188460350037,
-0.538177490234375,
-0.3171814978122711,
0.6358782649040222,
0.23842914402484894,
0.6856154203414917,
-0.036395274102687836,
0.21438942849636078,
0.6908762454986572,
0.508690357208252,
-0.06563669443130493,
0.45136910676956177,
0.0527808703482151,
-0.5190765261650085,
-0.5170416831970215,
-0.7672850489616394,
0.036914076656103134,
0.06866521388292313,
-0.8960574269294739,
0.40104028582572937,
0.17582835257053375,
-0.09745151549577713,
0.07757742702960968,
0.241699680685997,
-0.8692593574523926,
0.047077327966690063,
-0.00015659297059755772,
0.941622257232666,
-1.0292326211929321,
1.2003635168075562,
0.5857552886009216,
-0.680562436580658,
-0.3373948633670807,
0.2092469185590744,
-0.07762599736452103,
-0.626526951789856,
0.4172022044658661,
0.2171439528465271,
0.2506856322288513,
-0.1280725747346878,
-0.12266562879085541,
-0.9983888268470764,
1.2326148748397827,
0.6175718307495117,
-0.45754295587539673,
0.07634850591421127,
0.47499099373817444,
0.7193964123725891,
-0.14555974304676056,
0.009223994798958302,
0.5516719818115234,
0.74040287733078,
-0.31519418954849243,
-1.1701741218566895,
0.21160569787025452,
-0.5696689486503601,
-0.014459787867963314,
-0.028403177857398987,
-0.639042317867279,
0.830580472946167,
-0.27994927763938904,
-0.20212361216545105,
0.24311277270317078,
0.6011961102485657,
0.21967491507530212,
0.26031437516212463,
0.4639265239238739,
0.5684388875961304,
0.7952498197555542,
-0.47978952527046204,
1.1382765769958496,
-0.4053257405757904,
0.7833176255226135,
0.7542711496353149,
0.033065564930438995,
0.7785829901695251,
0.5368198752403259,
-0.57275390625,
0.4552862346172333,
0.4096040725708008,
-0.28164932131767273,
0.43725016713142395,
0.06310854107141495,
0.11414320021867752,
0.1248030737042427,
-0.31159406900405884,
-0.756248950958252,
0.2732149660587311,
0.17086048424243927,
-0.44968393445014954,
-0.0819985568523407,
0.136014923453331,
0.43553200364112854,
0.16042274236679077,
0.12435067445039749,
0.5089937448501587,
-0.0701281949877739,
-0.6989482641220093,
0.6276342868804932,
0.290675550699234,
0.8326838612556458,
-0.5724030137062073,
0.3557639420032501,
-0.4788794219493866,
0.2961117923259735,
-0.5099934935569763,
-0.8749454021453857,
0.45073527097702026,
0.34687915444374084,
-0.291752427816391,
-0.45547762513160706,
0.22687678039073944,
-0.5909371376037598,
-0.8576451539993286,
0.5621741414070129,
0.5780571103096008,
0.1636568307876587,
0.2980399429798126,
-0.8330373167991638,
0.44169899821281433,
0.17374132573604584,
-0.4237617552280426,
0.11912072449922562,
0.4710775911808014,
0.02201116271317005,
0.316560834646225,
0.7753533720970154,
0.16624121367931366,
-0.07617774605751038,
0.15530510246753693,
0.8081120252609253,
-0.5653223991394043,
-0.3265698552131653,
-0.8124120831489563,
0.6191243529319763,
-0.33094528317451477,
-0.5392388105392456,
0.9005502462387085,
0.987888514995575,
1.0953173637390137,
0.007827364839613438,
0.658025860786438,
-0.29178962111473083,
0.44881194829940796,
-0.23970676958560944,
0.7791993618011475,
-0.7533684372901917,
0.05324709787964821,
-0.567657470703125,
-0.87953782081604,
-0.3299406170845032,
0.43136903643608093,
-0.2532641589641571,
-0.038032326847314835,
0.7807871699333191,
0.7283400297164917,
-0.09628110378980637,
-0.17730362713336945,
0.1475830227136612,
0.3607586622238159,
0.23027898371219635,
0.5541470050811768,
0.23028528690338135,
-0.8081892728805542,
0.9888929724693298,
-0.7874295711517334,
-0.20078971982002258,
0.033589571714401245,
-0.6233024001121521,
-0.5873766541481018,
-0.7769777178764343,
-0.27400732040405273,
-0.3327179551124573,
-0.14961814880371094,
0.9621567726135254,
0.5130850076675415,
-1.106863021850586,
-0.48215174674987793,
0.14838553965091705,
0.16209211945533752,
-0.43191203474998474,
-0.19606377184391022,
0.7237194180488586,
-0.3090954124927521,
-1.0929447412490845,
0.5222352743148804,
0.21338550746440887,
-0.12693360447883606,
-0.14948944747447968,
-0.3090866804122925,
-0.4256528913974762,
-0.3334490656852722,
0.595716118812561,
0.06913764774799347,
-0.6887943148612976,
0.22652225196361542,
0.2899600565433502,
-0.3572354316711426,
-0.0007312811212614179,
0.2696816027164459,
-0.4949967563152313,
0.35319262742996216,
0.6752690672874451,
0.4120683968067169,
0.4595799446105957,
-0.280692458152771,
0.267475962638855,
-0.8314892649650574,
0.49525803327560425,
-0.26321589946746826,
0.6816201210021973,
0.4203343689441681,
-0.171646386384964,
0.6770687699317932,
0.6476179361343384,
-0.11651726067066193,
-0.9868807196617126,
-0.13257698714733124,
-0.9415562152862549,
-0.06531619280576706,
1.3756037950515747,
-0.28242552280426025,
-0.021056292578577995,
0.09093677252531052,
-0.09306637942790985,
0.2889814078807831,
-0.36555391550064087,
0.46242615580558777,
0.6298799514770508,
0.15528705716133118,
0.2984682321548462,
-0.5400854349136353,
0.3582157790660858,
0.3519481122493744,
-1.195924162864685,
0.000248462165473029,
0.09087768197059631,
0.21544496715068817,
0.38079771399497986,
0.6184204816818237,
-0.27536740899086,
0.04033534601330757,
-0.29362526535987854,
0.05204245075583458,
-0.05092078819870949,
-0.20449207723140717,
-0.26498422026634216,
0.0726497620344162,
-0.3756503760814667,
-0.3148340582847595
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
erwanlc/cocktails_recipe_no_brand | erwanlc | 2022-10-25T09:17:08Z | 396 | 2 | null | [
"annotations_creators:machine-generated",
"language_creators:machine-generated",
"multilinguality:monolingual",
"size_categories:2M<n<3M",
"language:en",
"license:other",
"region:us"
] | 2022-10-25T09:17:08Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- machine-generated
language_creators:
- machine-generated
language:
- en
license:
- other
multilinguality:
- monolingual
size_categories:
- 2M<n<3M
source_datasets: []
task_categories: []
task_ids: []
pretty_name: cocktails_recipe_no_brand
language_bcp47:
- en
- en-US
---
# Dataset Card for cocktails_recipe
## Table of Contents
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Source Data](#source-data)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
## Dataset Description
- **Homepage:**
- **Repository:**
- **Paper:**
- **Leaderboard:**
- **Point of Contact:**
### Dataset Summary
This dataset contains a list of cocktails and how to do them.
### Languages
The language is english.
## Dataset Structure
### Data Fields
- Title: name of the cocktail
- Glass: type of glass to use
- Garnish: garnish to use for the glass
- Recipe: how to do the cocktail
- Ingredients: ingredients required
- Raw Ingredients: ingredients mapped to their raw ingredients to remove the brand
### Data Splits
Currently, there is no splits.
## Dataset Creation
### Source Data
#### Initial Data Collection and Normalization
The dataset was created by scraping the Diffords cocktail website.
### Personal and Sensitive Information
It should not contain any personal or sensitive information.
### Contributions
Thanks to [@github-erwanlc](https://github.com/erwanlc) for adding this dataset. | [
-0.25081586837768555,
-0.5318379998207092,
0.024447035044431686,
0.2941691279411316,
-0.4871593415737152,
0.3028579652309418,
0.11645356565713882,
-0.14192096889019012,
0.8241724967956543,
0.4470425546169281,
-0.8032636046409607,
-1.169903039932251,
-0.47282955050468445,
-0.01882001757621765,
-0.08664633333683014,
1.3490415811538696,
-0.04554569721221924,
0.1271776705980301,
0.061740562319755554,
-0.09283304959535599,
-0.49800434708595276,
-0.28172770142555237,
-0.46746793389320374,
-0.31894075870513916,
0.21495915949344635,
0.8270425796508789,
0.5908524990081787,
0.7572218179702759,
0.7008686065673828,
0.11461243778467178,
-0.09082147479057312,
0.09762437641620636,
-0.6186148524284363,
0.10083591938018799,
-0.46926867961883545,
-0.5346906185150146,
-0.9212601780891418,
0.13849583268165588,
0.36122316122055054,
0.5565218329429626,
-0.4894522428512573,
0.5130884051322937,
0.051893360912799835,
0.8530212640762329,
-0.6235161423683167,
0.727109968662262,
-0.695305347442627,
0.30282601714134216,
-0.5877472162246704,
-0.12776914238929749,
-0.04418473318219185,
-0.41714581847190857,
-0.16940104961395264,
-0.6742664575576782,
0.35460221767425537,
0.3571239411830902,
0.9772038459777832,
-0.12782208621501923,
-0.30602023005485535,
-0.4451427757740021,
-0.5558074116706848,
0.36877086758613586,
-0.6421313881874084,
-0.0739210918545723,
0.6448413133621216,
0.5745378732681274,
-0.22562994062900543,
-1.1545205116271973,
-0.6082068085670471,
0.2778521180152893,
0.009224780835211277,
0.3247387409210205,
-0.10879354178905487,
-0.2539430856704712,
0.18348348140716553,
0.6524425148963928,
-0.6222087740898132,
-0.16562432050704956,
-0.7037047743797302,
0.04710400104522705,
0.9771389365196228,
0.9960381984710693,
0.14127019047737122,
0.14679661393165588,
-0.2066071331501007,
-0.031668271869421005,
-0.3203107416629791,
-0.1093268021941185,
0.16843265295028687,
0.4251229166984558,
-0.7230113744735718,
0.8992065191268921,
-0.46134257316589355,
0.5332196950912476,
0.24213165044784546,
-0.20018237829208374,
0.6792212128639221,
-0.8758108615875244,
-0.26239484548568726,
0.2855638861656189,
0.80911785364151,
0.9729459285736084,
0.005029470659792423,
0.17753838002681732,
0.02246679551899433,
-0.32722440361976624,
-0.08572358638048172,
-0.8123366236686707,
-0.8220646977424622,
0.5930423736572266,
-0.5936062932014465,
-0.6849850416183472,
0.519787609577179,
-1.015710711479187,
-0.43381166458129883,
0.13249078392982483,
0.13980303704738617,
0.11788345128297806,
0.030310653150081635,
0.05440383777022362,
-0.7920151352882385,
0.34167882800102234,
0.055939849466085434,
-1.215131163597107,
0.7297568917274475,
0.369203120470047,
0.7905290126800537,
-0.20646969974040985,
-0.1129656434059143,
-0.4045116901397705,
0.5959550738334656,
-0.20885437726974487,
0.5112888216972351,
-0.40752747654914856,
-0.7151692509651184,
-0.10594761371612549,
0.29290878772735596,
0.24574014544487,
-0.6937779188156128,
0.8737857341766357,
-0.19114962220191956,
0.32143399119377136,
-0.5116861462593079,
-0.6221864819526672,
-0.06887236982584,
0.22133828699588776,
-0.8971254825592041,
0.954765260219574,
-0.29004326462745667,
-0.9408745765686035,
0.6634932160377502,
-0.924422562122345,
-0.8347001075744629,
0.45093441009521484,
-0.14859245717525482,
-0.6219953894615173,
0.03927215188741684,
0.11081862449645996,
0.7118504047393799,
-0.3956559896469116,
-0.003291785018518567,
-0.2748142182826996,
-0.19409874081611633,
0.05512359365820885,
-0.348116010427475,
0.9663882851600647,
0.4838928282260895,
-0.03496043384075165,
-0.015807677060365677,
-1.2119626998901367,
-0.19329801201820374,
0.5049623250961304,
-0.5551138520240784,
-0.10825233161449432,
0.02053191512823105,
0.46777087450027466,
-0.11842522770166397,
0.21955165266990662,
-0.2911790907382965,
0.27919045090675354,
-0.23427005112171173,
0.3455776274204254,
0.4444209337234497,
0.3215950131416321,
0.41174352169036865,
-0.5676851868629456,
0.42924395203590393,
0.4294039309024811,
0.10884808003902435,
0.09334653615951538,
-0.6324341297149658,
-0.4808800518512726,
-0.5172809958457947,
0.2618087828159332,
0.89262855052948,
-0.47013911604881287,
1.0937073230743408,
-0.10768593102693558,
-0.8706376552581787,
-0.1954299658536911,
-0.15447914600372314,
-0.05421217530965805,
0.6877970695495605,
0.4325544238090515,
-0.5359057784080505,
-0.5877379775047302,
-0.6449869275093079,
-0.03112889640033245,
0.25236889719963074,
0.07549485564231873,
0.2858291566371918,
0.9043436050415039,
0.05591680109500885,
0.7527782320976257,
-1.0038878917694092,
-0.45289695262908936,
-0.35476329922676086,
-0.06816227734088898,
0.7505823373794556,
0.4862947463989258,
0.42647457122802734,
-0.6017121076583862,
-0.6964284777641296,
-0.19975614547729492,
-0.8065402507781982,
0.10102488100528717,
0.09203080832958221,
0.07442566752433777,
-0.10342507809400558,
-0.05377909541130066,
-0.2547215521335602,
0.911161482334137,
0.19182056188583374,
-0.798156201839447,
0.8749412894248962,
-0.036131661385297775,
0.49393439292907715,
-1.4655202627182007,
0.1966792494058609,
0.022101804614067078,
0.028165433555841446,
-0.6071382761001587,
-0.43797776103019714,
-0.18362616002559662,
0.07692520320415497,
-0.48666736483573914,
0.5303553342819214,
-0.5045992136001587,
0.32999134063720703,
0.16653582453727722,
-0.27000996470451355,
0.3695213198661804,
0.26105207204818726,
0.00824160035699606,
0.36248770356178284,
0.8740456104278564,
-0.4955787658691406,
0.7946975827217102,
0.24444960057735443,
-0.3618258833885193,
0.945353627204895,
-0.7545984983444214,
-0.25629618763923645,
-0.029913676902651787,
0.18775556981563568,
-1.3928762674331665,
-0.4353778660297394,
0.8301659822463989,
-0.37697726488113403,
0.22985170781612396,
-0.27627652883529663,
-0.42282170057296753,
-0.2699671983718872,
-0.6057664752006531,
0.05197220295667648,
0.15023495256900787,
-0.3038786053657532,
0.5938498973846436,
0.4491886794567108,
0.11367399990558624,
-0.5701584815979004,
-1.0813673734664917,
0.02402629144489765,
-0.6386928558349609,
-0.43837377429008484,
0.7380800843238831,
-0.2070387452840805,
-0.4000192880630493,
-0.04174979031085968,
-0.024975335225462914,
-0.48956498503685,
-0.11067930608987808,
0.2468005120754242,
0.36310890316963196,
0.27443164587020874,
-0.08353400975465775,
0.04845403879880905,
-0.13577239215373993,
-0.11212655901908875,
0.020366761833429337,
0.48663944005966187,
0.08826278150081635,
0.020540965721011162,
-0.82489013671875,
0.06542480736970901,
0.3639066219329834,
-0.20938348770141602,
0.8871141076087952,
0.6755425930023193,
-0.39205628633499146,
-0.04759112745523453,
-0.31287819147109985,
-0.1333516389131546,
-0.45917150378227234,
0.3755146563053131,
-0.6527224779129028,
-0.17652274668216705,
1.2287689447402954,
0.42007976770401,
0.19925789535045624,
0.748041570186615,
0.555895209312439,
-0.27767619490623474,
0.44183382391929626,
-0.25511232018470764,
-0.3648873567581177,
0.2363593727350235,
-0.30329400300979614,
0.03569560870528221,
-0.4209197163581848,
-0.5216662883758545,
-0.7745263576507568,
-0.29810845851898193,
-0.5915069580078125,
-0.2344558984041214,
0.039045993238687515,
0.17068326473236084,
-0.3217567801475525,
0.40353506803512573,
-0.7794778943061829,
0.9357123374938965,
0.6351191401481628,
0.022616637870669365,
0.4623785614967346,
0.17598943412303925,
-0.3956573009490967,
0.025727568194270134,
-0.683229923248291,
-0.2587778866291046,
1.1986794471740723,
0.4050370454788208,
1.0474066734313965,
0.07211565971374512,
0.98687344789505,
0.3940564692020416,
-0.6000310182571411,
-0.5182008743286133,
0.36946219205856323,
-0.01056636217981577,
-1.0562382936477661,
-0.3023601472377777,
-0.37069252133369446,
-0.8207656145095825,
0.13508927822113037,
-0.322317898273468,
-0.5231106877326965,
0.2259284108877182,
0.02287578582763672,
-0.044868551194667816,
0.44523710012435913,
-0.6053633093833923,
0.9141159653663635,
-0.08791156858205795,
-0.6315593719482422,
0.11555498093366623,
-0.893290638923645,
0.23068943619728088,
0.4157906770706177,
0.4931689500808716,
-0.08753371238708496,
0.07861814647912979,
1.0869419574737549,
-0.8511792421340942,
0.733163058757782,
-0.3815569281578064,
0.10189873725175858,
0.41543853282928467,
0.11840485036373138,
0.5820159316062927,
0.4284880459308624,
0.08142662793397903,
0.21756500005722046,
0.32248497009277344,
-0.19785946607589722,
-0.3774525821208954,
0.5608369708061218,
-0.2691473662853241,
-0.09746679663658142,
-0.6431205868721008,
-0.1735324263572693,
0.21473701298236847,
0.1994473934173584,
0.5167491436004639,
0.25194016098976135,
-0.3900541067123413,
0.18099404871463776,
0.40254339575767517,
0.12708479166030884,
0.4296789765357971,
0.39822784066200256,
-0.19879207015037537,
-0.819451093673706,
0.6987102031707764,
0.37661105394363403,
-0.25105035305023193,
0.28303077816963196,
-0.07962222397327423,
-0.39723652601242065,
-0.6047101020812988,
-0.3686365485191345,
-0.13931050896644592,
-0.6760679483413696,
-0.046503257006406784,
0.0637870505452156,
-0.008413812145590782,
-0.4001537263393402,
0.05302901566028595,
-0.40365251898765564,
-0.6989603042602539,
-0.7532510757446289,
-0.47246575355529785,
0.4533326029777527,
0.48955008387565613,
-0.4059816896915436,
0.10717707127332687,
-0.862869918346405,
0.11531713604927063,
-0.00008793002780294046,
0.5791685581207275,
-0.031235823407769203,
-0.3877253532409668,
-0.4230895936489105,
0.04859568923711777,
-0.3530048131942749,
-0.9575211405754089,
0.4364674687385559,
0.1775645613670349,
0.7130299806594849,
0.5272911787033081,
0.11718661338090897,
0.705231249332428,
-0.4064751863479614,
1.147047996520996,
0.4314437806606293,
-0.5363075733184814,
0.6836346983909607,
-0.3067728877067566,
0.24125872552394867,
1.0483258962631226,
0.5566447973251343,
-0.3328787088394165,
0.1652110069990158,
-0.5337137579917908,
-1.098353385925293,
0.47505560517311096,
0.24463236331939697,
0.1338229775428772,
-0.26351019740104675,
0.013301954604685307,
0.04723772779107094,
0.2346823811531067,
-0.7508861422538757,
-0.9771221876144409,
-0.05059355869889259,
-0.3062645494937897,
0.21818791329860687,
0.0354621522128582,
-0.4736206531524658,
-0.7704804539680481,
0.8371637463569641,
0.41020339727401733,
0.05451809614896774,
0.003912386018782854,
0.5372549295425415,
0.23962275683879852,
0.17464648187160492,
0.442525714635849,
0.5912430882453918,
-0.4440937936306,
-0.10731914639472961,
0.08018949627876282,
-0.6858701109886169,
0.03698821738362312,
0.06523657590150833,
0.2688322067260742,
-0.005365241318941116,
0.31610608100891113,
0.6434919834136963,
-0.48948290944099426,
-0.3931102454662323,
0.33402779698371887,
-0.2069116234779358,
-0.44946298003196716,
-0.4042454659938812,
0.22527815401554108,
0.1192491203546524,
0.19290900230407715,
0.6113594770431519,
-0.16623671352863312,
0.46418243646621704,
-0.5980941653251648,
0.4017835259437561,
0.1181606873869896,
-0.33747705817222595,
-0.03998681157827377,
0.6250014901161194,
0.17564773559570312,
-0.3204442858695984,
0.5838609337806702,
-0.12437701225280762,
0.008637142367661,
0.5609335899353027,
0.25787803530693054,
0.6656444072723389,
-0.04472397267818451,
0.08088970929384232,
0.5175888538360596,
0.041943468153476715,
0.07375319302082062,
0.7063330411911011,
-0.1920592486858368,
-0.8312357664108276,
0.3475715219974518,
-0.3721776008605957,
-0.07049982249736786,
-0.056019075214862823,
-0.9045019745826721,
0.3789302110671997,
-0.6049730181694031,
-0.3063206970691681,
0.07647921144962311,
0.1883014291524887,
-0.6088481545448303,
0.18683339655399323,
-0.21836712956428528,
1.012381911277771,
-1.061511754989624,
0.5784613490104675,
0.371955543756485,
-0.983699381351471,
-0.7911695837974548,
-0.4018382728099823,
0.34470343589782715,
-0.47711238265037537,
0.32974696159362793,
-0.3099565804004669,
0.32239171862602234,
-0.3967490494251251,
-0.689709484577179,
-0.36207789182662964,
1.2288403511047363,
-0.19169744849205017,
-0.7572193145751953,
-0.010576949454843998,
0.16563360393047333,
0.3220354914665222,
-0.47348150610923767,
0.20217067003250122,
0.7182313799858093,
0.5008907318115234,
0.6253023743629456,
-0.9680415391921997,
0.043869853019714355,
-0.4769912660121918,
-0.3240978717803955,
-0.24883438646793365,
-0.4108337461948395,
0.627324640750885,
-0.07878787815570831,
-0.07314679026603699,
-0.14264105260372162,
0.40898430347442627,
0.4355103671550751,
0.4003487825393677,
-0.13846823573112488,
0.9499585628509521,
0.935261607170105,
-0.332506000995636,
0.6630706191062927,
-0.13224898278713226,
0.4808533489704132,
1.7029798030853271,
-0.604057788848877,
0.5036051869392395,
0.5841954350471497,
-0.5194576978683472,
0.38198918104171753,
0.6460785269737244,
-0.6923684477806091,
1.0585689544677734,
0.42236870527267456,
0.02573579177260399,
0.357164204120636,
0.23035025596618652,
-0.743173360824585,
0.574012815952301,
0.421815425157547,
-0.9899998903274536,
-0.16152401268482208,
-0.31842055916786194,
0.2832184135913849,
-0.20746102929115295,
-0.3714641332626343,
1.085089087486267,
-0.3614053726196289,
0.011616265401244164,
0.6390682458877563,
0.16405655443668365,
0.5648457407951355,
-0.47293099761009216,
-0.2603536546230316,
-0.15403886139392853,
0.016459019854664803,
-0.6888580322265625,
-1.1306320428848267,
0.4499581456184387,
-0.31826791167259216,
-0.4347136318683624,
0.5487826466560364,
0.3615504205226898,
-0.2880365550518036,
-0.6769086122512817,
-0.20190562307834625,
0.22816045582294464,
0.3423229157924652,
0.4819127023220062,
-0.8405928015708923,
0.2038981318473816,
0.335087388753891,
-0.24366796016693115,
0.04781467095017433,
0.2661988437175751,
0.49672430753707886,
0.3887021243572235,
0.3571738302707672,
0.18698208034038544,
0.053036779165267944,
0.07753023505210876,
0.8269431591033936,
-0.6960166692733765,
-0.6222099661827087,
-1.0574016571044922,
1.0722920894622803,
-0.5228659510612488,
-0.5631595849990845,
0.7683798670768738,
1.2566968202590942,
0.9427973628044128,
-0.32621753215789795,
0.8429209589958191,
-0.4267009198665619,
0.4945828914642334,
-0.5071555972099304,
0.9995403289794922,
-0.382566899061203,
0.27264824509620667,
-0.3275671601295471,
-0.991474449634552,
-0.630115807056427,
0.7784759402275085,
-0.05813097581267357,
0.0829416960477829,
0.3291592299938202,
0.9624583721160889,
0.04713762551546097,
0.33402296900749207,
0.06690923124551773,
0.038257911801338196,
0.3407651484012604,
0.27665358781814575,
0.1912727802991867,
-0.7029166221618652,
0.18449458479881287,
-0.24905461072921753,
-0.27957016229629517,
-0.06646338850259781,
-0.7829722166061401,
-0.8649537563323975,
-0.6078311800956726,
-0.3932161033153534,
-0.5550940036773682,
0.09331108629703522,
1.1079181432724,
0.7532480359077454,
-1.1866875886917114,
-0.6316350698471069,
-0.05200778692960739,
-0.07464372366666794,
-0.2882019579410553,
-0.3789602518081665,
0.5261505246162415,
0.03220343217253685,
-0.42797034978866577,
0.2920219600200653,
0.11275626718997955,
0.15886706113815308,
0.21029554307460785,
-0.048283033072948456,
-0.33168187737464905,
-0.08175905793905258,
0.40727826952934265,
0.1897432655096054,
-0.35750269889831543,
0.1493368297815323,
-0.5293334722518921,
0.20027825236320496,
0.3720293641090393,
-0.03389354422688484,
-0.02729763649404049,
0.5968571901321411,
0.7313481569290161,
-0.10434771329164505,
0.8901821970939636,
-0.06989100575447083,
0.37189069390296936,
-0.907257616519928,
0.042701419442892075,
-0.0596042238175869,
0.5354191660881042,
-0.2425401359796524,
-0.37646645307540894,
0.7969052791595459,
0.31713083386421204,
-0.41084644198417664,
-0.5977863669395447,
-0.23198042809963226,
-1.097743034362793,
-0.178486168384552,
0.8426507115364075,
0.001861582975834608,
-0.15595538914203644,
-0.1557442545890808,
-0.2346201241016388,
0.13777054846286774,
-0.8133052587509155,
0.5524289608001709,
0.9281743764877319,
-0.20268723368644714,
0.1359221637248993,
-0.14618302881717682,
0.590729296207428,
-0.41844442486763,
-0.793798565864563,
0.07656270265579224,
0.7603161334991455,
0.5757719874382019,
-0.06392460316419601,
0.6118617653846741,
-0.4660429358482361,
0.08615612238645554,
0.3140656650066376,
0.21352703869342804,
-0.17242957651615143,
-0.5266786217689514,
-0.28190848231315613,
0.3721412718296051,
-0.24802076816558838,
-0.680328369140625
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
flax-community/conceptual-captions-12 | flax-community | 2021-07-19T12:40:00Z | 396 | 2 | null | [
"region:us"
] | 2021-07-19T12:40:00Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | This file contains English captions from Conceptual 12M dataset by Google. Since we don't own the images, we have provided the link to images, name of downloaded file, and caption for that image in the TSV file.
We would like to thank [Luke Melas](https://github.com/lukemelas) for helping us get the cleaned CC-12M data on our TPU-VMs. | [
-0.05848153680562973,
-0.4050159752368927,
0.5675589442253113,
0.15654800832271576,
-0.695296049118042,
0.4735470116138458,
-0.2162037044763565,
-0.2939249873161316,
0.47002851963043213,
1.0243226289749146,
-0.9857519268989563,
-0.6714197397232056,
-0.544480562210083,
0.3269549012184143,
-0.12072328478097916,
0.7585439682006836,
-0.19367912411689758,
0.3454837203025818,
-0.2497229278087616,
0.09124814718961716,
-0.7703166007995605,
0.26387733221054077,
-0.649901807308197,
-0.278807133436203,
0.6142470240592957,
0.9149766564369202,
0.4887724220752716,
0.7864198088645935,
0.7834083437919617,
0.2404109388589859,
0.38309627771377563,
-0.10037292540073395,
-0.5902563333511353,
-0.2535134255886078,
-0.2920049726963043,
-0.5882205963134766,
-0.22702310979366302,
0.3576487898826599,
0.7781132459640503,
0.35646072030067444,
-0.28352925181388855,
0.40202829241752625,
-0.3928850293159485,
0.5667424201965332,
-0.258011132478714,
0.6052476167678833,
-0.8154346942901611,
-0.04275323450565338,
-0.29218819737434387,
-0.674876868724823,
-0.3546825349330902,
-0.2604750394821167,
0.2240823209285736,
-1.1504111289978027,
0.23077525198459625,
0.37518829107284546,
1.4895621538162231,
0.28682267665863037,
-0.6059441566467285,
-0.1233506053686142,
-0.6948487758636475,
0.8781725168228149,
-0.26161423325538635,
-0.3986565172672272,
0.3939494788646698,
0.8128597736358643,
-0.16060619056224823,
-0.6096615791320801,
-0.31875690817832947,
0.09726062417030334,
-0.3407871723175049,
0.37158817052841187,
0.09782478213310242,
-0.2881562113761902,
0.14244592189788818,
0.7151012420654297,
-0.6888204216957092,
-0.210088312625885,
-1.0915231704711914,
-0.34320268034935,
0.6121779084205627,
0.29947078227996826,
0.7235049605369568,
-0.14745040237903595,
-0.5148135423660278,
-0.13433387875556946,
-0.897423267364502,
-0.4096892476081848,
0.14910851418972015,
0.3912186324596405,
-0.9788916110992432,
1.0834572315216064,
0.22324994206428528,
0.5033085346221924,
-0.7332435250282288,
0.06721775978803635,
0.4621296226978302,
-0.06413429230451584,
-0.46631819009780884,
-0.11378441005945206,
0.7688953876495361,
0.7478945255279541,
0.7620401382446289,
-0.34160998463630676,
-0.007174710277467966,
0.3825836479663849,
0.2347678542137146,
-0.6903876066207886,
-0.5262285470962524,
0.34507274627685547,
-0.2510806918144226,
-0.2853238582611084,
0.296148419380188,
-0.911203145980835,
-0.4435914158821106,
-0.6143773794174194,
0.21054714918136597,
-0.5860128998756409,
-0.4143681526184082,
0.3274392783641815,
-0.3356861472129822,
0.2616805136203766,
0.050016824156045914,
-0.3916870057582855,
0.6423259377479553,
0.3018156886100769,
0.5562193989753723,
-0.02262435294687748,
-0.13807159662246704,
-0.42615973949432373,
0.31497272849082947,
-0.4266306161880493,
0.8933349847793579,
-0.2140681892633438,
-0.5619317889213562,
0.1111333966255188,
0.5829671025276184,
-0.29549890756607056,
-0.7399311065673828,
0.3742758631706238,
-0.4804256558418274,
0.3727973401546478,
-0.5609456300735474,
-0.5050299763679504,
-0.27534279227256775,
0.29028549790382385,
-0.8667597770690918,
0.6748899817466736,
-0.10143300890922546,
-0.6779080033302307,
0.32772353291511536,
-1.0963016748428345,
-0.3718929886817932,
0.41551104187965393,
-0.15618889033794403,
-0.3048546314239502,
-0.12582074105739594,
-0.05135529115796089,
0.19776900112628937,
-0.22566305100917816,
-0.1057533472776413,
0.01758202724158764,
0.039452217519283295,
0.2300841510295868,
0.27882811427116394,
0.8761194944381714,
0.6273599863052368,
-0.06583916395902634,
0.10076668113470078,
-0.9514520168304443,
-0.1755146086215973,
0.7038374543190002,
-0.03250284120440483,
-0.19615444540977478,
-0.053777776658535004,
0.18377336859703064,
0.2925277352333069,
0.3764502704143524,
-0.6257427930831909,
-0.03907527029514313,
0.14071710407733917,
0.5883488655090332,
0.4288240969181061,
0.42641276121139526,
0.29469555616378784,
-0.5240243077278137,
0.6858333349227905,
0.1842966228723526,
-0.03563059866428375,
-0.32679611444473267,
-0.662039577960968,
-0.5715287923812866,
-0.33621764183044434,
0.005739979911595583,
0.5741949677467346,
-0.7815898060798645,
0.2045029103755951,
-0.3867376148700714,
-0.7457940578460693,
-0.25101208686828613,
-0.03845571354031563,
0.3756355345249176,
0.588659942150116,
0.43781763315200806,
0.06468202918767929,
-0.5650877952575684,
-0.8969302773475647,
0.13786926865577698,
-0.09943250566720963,
0.06194677948951721,
0.3438945710659027,
0.8222408294677734,
0.10866234451532364,
0.8471710085868835,
-0.7881037592887878,
-0.5127455592155457,
-0.08794478327035904,
-0.07783613353967667,
-0.06311514228582382,
0.30137646198272705,
0.7530504465103149,
-0.8209269642829895,
-0.42782720923423767,
-0.04525481164455414,
-0.8895660638809204,
-0.22783006727695465,
-0.23483918607234955,
-0.3059275448322296,
-0.1833990067243576,
0.2502032518386841,
-0.5879524350166321,
0.2477957010269165,
0.3905330002307892,
-0.5186939239501953,
0.4771287739276886,
-0.2424144297838211,
0.3325016498565674,
-1.6879830360412598,
0.23347720503807068,
0.5787056684494019,
-0.4019095301628113,
-0.12261157482862473,
0.2699083983898163,
0.4279448986053467,
-0.002325909910723567,
-0.7638882398605347,
0.29352253675460815,
-0.6765307188034058,
-0.19231635332107544,
0.23728975653648376,
0.4185032844543457,
0.15509267151355743,
0.08365008980035782,
0.1257612556219101,
1.040164589881897,
0.846315860748291,
-0.6048210263252258,
0.569894015789032,
0.3433700501918793,
-0.23186685144901276,
0.36511799693107605,
-0.6104384064674377,
-0.16508257389068604,
-0.07443585991859436,
-0.07378574460744858,
-0.994702160358429,
-0.43232011795043945,
0.45297300815582275,
-0.5460922122001648,
0.40506047010421753,
0.003041116753593087,
-0.7286916375160217,
-0.29368871450424194,
-0.33747029304504395,
0.028501220047473907,
0.1966552585363388,
-0.309073269367218,
0.4455980658531189,
0.7552772164344788,
0.09121610969305038,
-0.41745397448539734,
-0.9213444590568542,
0.2632127106189728,
-0.5182425379753113,
-0.34792158007621765,
0.3541346490383148,
-0.14797769486904144,
-0.35969752073287964,
0.18217508494853973,
0.03563384339213371,
-0.14109119772911072,
-0.10767525434494019,
0.3869212865829468,
0.7023331522941589,
-0.1179690882563591,
-0.16666743159294128,
-0.22207890450954437,
0.07654724270105362,
0.45013484358787537,
-0.14812596142292023,
0.5155581831932068,
-0.10585767775774002,
0.2049371600151062,
-0.5588666796684265,
0.016701215878129005,
0.6562030911445618,
0.11821915209293365,
0.8038174510002136,
0.3302675485610962,
-0.6758403778076172,
0.1215759664773941,
-0.2481411248445511,
0.05624080449342728,
-0.41932687163352966,
0.10284540057182312,
-0.3764941990375519,
-0.4738103449344635,
1.06769597530365,
0.3388735055923462,
-0.08183184266090393,
1.0060557126998901,
0.08669725805521011,
-0.2792634665966034,
0.17425593733787537,
0.27886590361595154,
-0.26984134316444397,
0.10588447004556656,
-0.779569685459137,
-0.3957911431789398,
-0.517504096031189,
-0.8666965961456299,
-0.8489856123924255,
-0.1239282488822937,
-0.5786046981811523,
0.08792845904827118,
-0.13548168540000916,
-0.5721724033355713,
-0.5666982531547546,
0.8077223896980286,
-0.529875636100769,
0.7822578549385071,
0.3352687358856201,
0.24533337354660034,
0.2675783634185791,
0.08276260644197464,
-0.22652696073055267,
-0.4313417971134186,
-0.23606041073799133,
-0.5311855673789978,
0.8717792630195618,
0.23607701063156128,
0.7822362184524536,
0.11977043002843857,
0.2529425024986267,
0.2645798921585083,
-0.0642717182636261,
-0.6864379048347473,
0.8381093740463257,
-0.042482733726501465,
-0.873693585395813,
-0.056639183312654495,
-0.5477568507194519,
-1.3941859006881714,
-0.36700439453125,
-0.23964639008045197,
-0.6791484355926514,
-0.6907046437263489,
-0.2474433332681656,
0.12101412564516068,
0.5673283338546753,
-1.0840643644332886,
0.9061908721923828,
0.3266754746437073,
0.20507217943668365,
-0.42209601402282715,
-0.8575010895729065,
0.43339282274246216,
0.05242400988936424,
0.30542296171188354,
-0.1489662528038025,
-0.16551576554775238,
0.9190728664398193,
-0.5753321051597595,
0.7292080521583557,
-0.22244061529636383,
-0.24826180934906006,
0.5338478088378906,
0.034136638045310974,
0.147494837641716,
0.14830344915390015,
0.5370506644248962,
0.06966110318899155,
-0.1340843141078949,
-0.6806647181510925,
0.04491547495126724,
0.7437769770622253,
-0.986868143081665,
-0.21607919037342072,
-0.5301007628440857,
-0.5069520473480225,
0.05932648479938507,
0.36009177565574646,
0.44743531942367554,
0.45029598474502563,
0.24811844527721405,
0.3762621283531189,
0.5981640219688416,
-0.41664978861808777,
0.379787415266037,
0.6673696637153625,
-0.30761057138442993,
-0.6118047833442688,
0.771619439125061,
0.2664062976837158,
0.14549854397773743,
0.7519722580909729,
0.11744280159473419,
-0.5462538003921509,
-0.44955283403396606,
-0.2578209638595581,
0.7536981105804443,
-0.6239750385284424,
-0.27948907017707825,
-0.035298414528369904,
-0.36148858070373535,
-0.32077598571777344,
0.036329686641693115,
-0.10375736653804779,
-0.2829130291938782,
-0.5745059251785278,
-0.334860622882843,
0.737051248550415,
0.8234605193138123,
0.32989203929901123,
0.5950286984443665,
-0.9848145842552185,
0.6204593777656555,
-0.019146906211972237,
0.34499499201774597,
-0.578315019607544,
-0.59900963306427,
-0.4857516288757324,
-0.3206574618816376,
-0.4424002468585968,
-0.7362269163131714,
0.6569206118583679,
-0.03990846872329712,
0.52522212266922,
0.26360148191452026,
-0.052569519728422165,
0.5172886848449707,
-0.37182459235191345,
1.3727912902832031,
0.1903628706932068,
-0.596802830696106,
0.8818814754486084,
-0.7449130415916443,
0.24599508941173553,
0.21910767257213593,
0.25541776418685913,
-0.38875484466552734,
-0.36793896555900574,
-0.8277449607849121,
-0.4518454968929291,
0.8224393129348755,
0.3693026900291443,
0.08845886588096619,
0.033510446548461914,
0.24630095064640045,
0.11914460361003876,
0.23429927229881287,
-0.6796073317527771,
-0.660991907119751,
-0.12447677552700043,
-0.22852182388305664,
-0.0425642728805542,
0.04685433208942413,
-0.18396909534931183,
0.053179770708084106,
1.0325623750686646,
0.23780156672000885,
0.12561677396297455,
0.018081052228808403,
-0.06642882525920868,
-0.4769030809402466,
-0.04739833623170853,
0.8863541483879089,
0.6597934365272522,
-0.5760089159011841,
0.01321661751717329,
-0.18031303584575653,
-1.1513408422470093,
-0.00838709156960249,
-0.19477108120918274,
-0.038169749081134796,
0.026285920292139053,
0.046490930020809174,
0.5535512566566467,
-0.08330172300338745,
-0.424564927816391,
0.17696647346019745,
-0.33335989713668823,
-0.42182162404060364,
-0.8323672413825989,
-0.030758900567889214,
0.08687803149223328,
-0.18817970156669617,
0.7740693092346191,
0.3492620289325714,
-0.21260933578014374,
-0.29630377888679504,
0.11586825549602509,
-0.036795515567064285,
-0.04999207332730293,
-0.5118452310562134,
0.8026256561279297,
0.0981803759932518,
-0.13427019119262695,
0.4629613757133484,
-0.23605406284332275,
0.09302400052547455,
0.8062831163406372,
0.43966543674468994,
0.7148790955543518,
0.050473302602767944,
0.22197005152702332,
0.606834888458252,
0.4755852222442627,
0.06817488372325897,
0.7959414124488831,
0.5202746987342834,
-0.7121256589889526,
-0.6215991973876953,
-0.08757571876049042,
-0.5446208119392395,
0.9026640057563782,
-0.7960659861564636,
0.7003908753395081,
-0.4626169204711914,
0.2832481861114502,
0.13643977046012878,
0.28483960032463074,
-0.722399890422821,
0.8059458136558533,
0.06435036659240723,
1.1384526491165161,
-0.904133677482605,
0.7501538991928101,
1.0133006572723389,
-0.6155984401702881,
-1.1121453046798706,
-0.1949295848608017,
0.11501318961381912,
-1.0099729299545288,
0.14604245126247406,
0.05431153625249863,
0.0960625484585762,
0.12759268283843994,
-0.9528191089630127,
-0.6889283657073975,
1.3604098558425903,
0.6559120416641235,
-0.231603741645813,
0.0895950049161911,
0.25622648000717163,
0.13816949725151062,
-0.5118662714958191,
-0.04829638451337814,
0.3866466283798218,
0.49146583676338196,
0.247475266456604,
-0.5221782326698303,
0.06154412776231766,
-0.48355159163475037,
-0.12412013113498688,
-0.12143649160861969,
-0.5079466700553894,
0.34012797474861145,
-0.2315797507762909,
-0.3464982211589813,
0.21731498837471008,
0.40681442618370056,
0.490831196308136,
0.3219006657600403,
0.37917664647102356,
0.6971393823623657,
0.5302854776382446,
-0.2677864730358124,
1.1347150802612305,
-0.11806981265544891,
0.5154743194580078,
1.164400577545166,
-0.03007083758711815,
0.5076364874839783,
0.7444673776626587,
-0.4915277659893036,
0.6390111446380615,
1.2087481021881104,
-0.2534395456314087,
0.7032397389411926,
0.1593029648065567,
0.02377842180430889,
0.21817953884601593,
-0.2630663812160492,
-0.15587882697582245,
0.031186111271381378,
0.5525844097137451,
-0.3083757162094116,
-0.2011454552412033,
-0.270292729139328,
0.10218124091625214,
0.3099609315395355,
-0.4821087419986725,
0.6135709285736084,
0.179291233420372,
-0.544634997844696,
0.34047409892082214,
-0.35444340109825134,
0.33318066596984863,
-0.4724646210670471,
0.2988205552101135,
0.1384151726961136,
-0.5435439944267273,
-0.3239959478378296,
-1.2759225368499756,
0.5169305801391602,
0.03763021528720856,
-0.24739710986614227,
-0.05995133891701698,
0.7145230174064636,
-0.45771411061286926,
-0.38009217381477356,
0.2799800932407379,
0.548887312412262,
0.6307280659675598,
0.019883718341588974,
-0.7600666284561157,
-0.281515508890152,
-0.07439154386520386,
-0.1503973752260208,
0.015188156627118587,
0.5242379307746887,
0.12429668009281158,
0.7251473069190979,
0.23621866106987,
0.5279214978218079,
0.10192925482988358,
0.6651322841644287,
0.596936047077179,
-0.889440655708313,
-0.4525281488895416,
-0.6006272435188293,
0.8016420006752014,
-0.23533995449543,
-0.0991678535938263,
0.5587520599365234,
1.0597833395004272,
0.7974574565887451,
-0.8138380646705627,
0.7651091814041138,
-0.18418410420417786,
0.5427154898643494,
-0.7039048075675964,
0.7668359875679016,
-0.5075989365577698,
0.1404384970664978,
-0.23796842992305756,
-0.8859776258468628,
-0.4247383773326874,
0.09947583824396133,
-0.08662523329257965,
-0.21173882484436035,
1.105744481086731,
0.7801921367645264,
-0.0602727085351944,
-0.0403919517993927,
0.32611408829689026,
0.09295403212308884,
0.048638515174388885,
0.4037635326385498,
0.47877511382102966,
-0.8954725861549377,
0.9359170794487,
-0.21838435530662537,
0.3186015486717224,
0.27349358797073364,
-0.9567991495132446,
-0.7300822734832764,
-0.8581376075744629,
-0.697929859161377,
-0.4230320155620575,
-0.5968877673149109,
1.1810470819473267,
0.6484588384628296,
-0.9082561135292053,
-0.1444515436887741,
-0.36100953817367554,
-0.17628280818462372,
0.2866024672985077,
-0.3005162179470062,
0.22589094936847687,
-0.3127489686012268,
-0.8007442951202393,
0.30855926871299744,
0.11130927503108978,
0.5837738513946533,
0.19583599269390106,
-0.35895490646362305,
-0.011666074395179749,
-0.14881417155265808,
-0.0647987425327301,
0.11570098996162415,
-0.5406691431999207,
-0.16157646477222443,
0.13094069063663483,
-0.3522561192512512,
0.2794811427593231,
0.5976606607437134,
-0.48443537950515747,
0.21683423221111298,
0.20224629342556,
0.3380716145038605,
0.5396139025688171,
-0.1127379983663559,
0.3851736783981323,
-0.9279114007949829,
0.028361957520246506,
-0.29395371675491333,
0.9251047372817993,
0.5423993468284607,
-0.47376298904418945,
0.7303664088249207,
0.640064537525177,
-0.32907402515411377,
-0.4936499297618866,
-0.2481239289045334,
-1.7095121145248413,
0.11066263169050217,
1.3200418949127197,
-0.2667941451072693,
-0.4062997102737427,
0.07709187269210815,
-0.49312150478363037,
0.5735087394714355,
-0.7325536012649536,
0.85671067237854,
0.9976168870925903,
0.7676774859428406,
-0.4604167640209198,
-0.7206233143806458,
0.3066132068634033,
-0.10573890805244446,
-1.1106226444244385,
-0.25481876730918884,
0.40215957164764404,
0.5407969951629639,
0.2995626628398895,
0.18607448041439056,
-0.5784533023834229,
0.08135394752025604,
-0.165741428732872,
0.1517551988363266,
0.0530615858733654,
-0.3344293236732483,
-0.18596214056015015,
0.03619242087006569,
-0.2999669015407562,
-0.8862689137458801
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
ywchoi/pubmed_abstract_0 | ywchoi | 2022-09-13T00:53:42Z | 396 | 1 | null | [
"region:us"
] | 2022-09-13T00:53:42Z | 2022-09-13T00:52:06.000Z | 2022-09-13T00:52:06 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
limit | null | 2022-11-18T20:18:52Z | 395 | 3 | limit | [
"task_categories:token-classification",
"task_categories:text-classification",
"task_ids:multi-class-classification",
"task_ids:named-entity-recognition",
"annotations_creators:crowdsourced",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:10K<n<100K",
"source_datasets:extended|net-activities-captions",
"source_datasets:original",
"language:en",
"license:cc-by-sa-4.0",
"region:us"
] | 2022-11-18T20:18:52Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- crowdsourced
language_creators:
- found
language:
- en
license:
- cc-by-sa-4.0
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
source_datasets:
- extended|net-activities-captions
- original
task_categories:
- token-classification
- text-classification
task_ids:
- multi-class-classification
- named-entity-recognition
paperswithcode_id: limit
pretty_name: LiMiT
dataset_info:
features:
- name: id
dtype: int32
- name: sentence
dtype: string
- name: motion
dtype: string
- name: motion_entities
list:
- name: entity
dtype: string
- name: start_index
dtype: int32
splits:
- name: train
num_bytes: 3064208
num_examples: 23559
- name: test
num_bytes: 139742
num_examples: 1000
download_size: 4214925
dataset_size: 3203950
---
# Dataset Card for LiMiT
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** -
- **Repository:** [github](https://github.com/ilmgut/limit_dataset)
- **Paper:** [LiMiT: The Literal Motion in Text Dataset](https://www.aclweb.org/anthology/2020.findings-emnlp.88/)
- **Leaderboard:** N/A
- **Point of Contact:** [More Information Needed]
### Dataset Summary
Motion recognition is one of the basic cognitive capabilities of many life forms, yet identifying
motion of physical entities in natural language have not been explored extensively and empirically.
Literal-Motion-in-Text (LiMiT) dataset, is a large human-annotated collection of English text sentences
describing physical occurrence of motion, with annotated physical entities in motion.
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
The text in the dataset is in English (`en`).
## Dataset Structure
### Data Instances
Example of one instance in the dataset
```
{
"id": 0,
"motion": "yes",
"motion_entities": [
{
"entity": "little boy",
"start_index": 2
},
{
"entity": "ball",
"start_index": 30
}
],
"sentence": " A little boy holding a yellow ball walks by."
}
```
### Data Fields
- `id`: intger index of the example
- `motion`: indicates whether the sentence is literal motion i.e. describes the movement of a physical entity or not
- `motion_entities`: A `list` of `dicts` with following keys
- `entity`: the extracted entity in motion
- `start_index`: index in the sentence for the first char of the entity text
### Data Splits
The dataset is split into a `train`, and `test` split with the following sizes:
| | train | validation |
| ----- |------:|-----------:|
| Number of examples | 23559 | 1000 |
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
[More Information Needed]
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
[More Information Needed]
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
```
@inproceedings{manotas-etal-2020-limit,
title = "{L}i{M}i{T}: The Literal Motion in Text Dataset",
author = "Manotas, Irene and
Vo, Ngoc Phuoc An and
Sheinin, Vadim",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2020",
month = nov,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.findings-emnlp.88",
doi = "10.18653/v1/2020.findings-emnlp.88",
pages = "991--1000",
abstract = "Motion recognition is one of the basic cognitive capabilities of many life forms, yet identifying motion of physical entities in natural language have not been explored extensively and empirically. We present the Literal-Motion-in-Text (LiMiT) dataset, a large human-annotated collection of English text sentences describing physical occurrence of motion, with annotated physical entities in motion. We describe the annotation process for the dataset, analyze its scale and diversity, and report results of several baseline models. We also present future research directions and applications of the LiMiT dataset and share it publicly as a new resource for the research community.",
}
```
### Contributions
Thanks to [@patil-suraj](https://github.com/patil-suraj) for adding this dataset. | [
-0.16411660611629486,
-0.6650367379188538,
0.34145212173461914,
0.1447812020778656,
-0.40493860840797424,
0.024166926741600037,
-0.22644922137260437,
-0.6015772223472595,
0.6785433888435364,
0.5649887323379517,
-0.8771089911460876,
-0.8533473610877991,
-0.6500759124755859,
0.24360331892967224,
-0.6455125212669373,
0.9448803663253784,
-0.33956319093704224,
-0.31690749526023865,
-0.12477599829435349,
-0.5531152486801147,
-0.4575762450695038,
-0.31732940673828125,
-0.40803268551826477,
-0.12766803801059723,
0.22938373684883118,
0.3804841935634613,
0.7502986192703247,
0.9918965101242065,
0.7293773293495178,
0.27160197496414185,
-0.11537791788578033,
0.06281409412622452,
-0.32911062240600586,
-0.03959599509835243,
-0.12299270182847977,
-0.1724569946527481,
-0.28649258613586426,
0.03177150711417198,
0.917405366897583,
0.7356026768684387,
0.018051840364933014,
0.2834671139717102,
-0.15327952802181244,
0.6959791779518127,
-0.3069162964820862,
0.45130592584609985,
-0.13154619932174683,
0.2203008234500885,
-0.4602735638618469,
-0.004630859941244125,
0.046180084347724915,
-0.34477922320365906,
0.0006726733990944922,
-0.7164111137390137,
-0.0021201646886765957,
0.24824804067611694,
1.1623494625091553,
0.27820515632629395,
-0.2576002776622772,
-0.32134538888931274,
-0.5345942974090576,
0.5813478827476501,
-0.40153059363365173,
0.43372222781181335,
0.4470660388469696,
0.2109668254852295,
0.017516985535621643,
-0.7227521538734436,
-0.8806484937667847,
-0.041140709072351456,
-0.049580466002225876,
0.04099179431796074,
-0.04502840340137482,
-0.19721613824367523,
0.6195840835571289,
0.21805667877197266,
-0.7206494808197021,
-0.20134182274341583,
-0.5911779403686523,
-0.19522607326507568,
0.9588701128959656,
0.5190069675445557,
0.4833810329437256,
-0.1364181786775589,
-0.2035127580165863,
-0.32170191407203674,
-0.33861520886421204,
0.07645376026630402,
0.23988854885101318,
0.33794665336608887,
-0.6758674383163452,
0.9363036751747131,
-0.2787870764732361,
0.6371852159500122,
-0.019030649214982986,
-0.100911945104599,
0.8204719424247742,
-0.45709192752838135,
0.005474896635860205,
0.029527537524700165,
1.1756408214569092,
0.5342949628829956,
0.21478143334388733,
-0.1005389615893364,
0.07477757334709167,
-0.004094656091183424,
-0.16358435153961182,
-0.681807816028595,
0.02020045556128025,
0.11592110991477966,
-0.37199461460113525,
-0.09004843235015869,
0.29276472330093384,
-1.3276305198669434,
-0.44793736934661865,
-0.31786033511161804,
0.16608527302742004,
-0.511890709400177,
-0.2010544091463089,
0.26955661177635193,
-0.1292935162782669,
0.41610288619995117,
-0.07816684991121292,
-0.8250743746757507,
0.22102470695972443,
0.6163269281387329,
1.055141568183899,
-0.21111130714416504,
-0.5136469006538391,
-0.020472263917326927,
0.11612243205308914,
-0.14060157537460327,
0.5861269235610962,
-0.656670868396759,
-0.43496009707450867,
0.007104494608938694,
0.28902867436408997,
-0.17430393397808075,
-0.2711721360683441,
1.010852336883545,
-0.05743902921676636,
0.12771563231945038,
-0.3055900037288666,
-0.5241164565086365,
-0.31471705436706543,
0.16946297883987427,
-0.8577853441238403,
1.1320297718048096,
-0.025749871507287025,
-0.8183525800704956,
0.5654181838035583,
-0.9698986411094666,
-0.6845079660415649,
0.0354277603328228,
-0.2893381118774414,
-0.4300437569618225,
-0.20918676257133484,
-0.02040238305926323,
0.45043060183525085,
-0.49618908762931824,
0.3376636207103729,
-0.05293170362710953,
0.016084635630249977,
0.2188682109117508,
-0.31022578477859497,
1.049753189086914,
0.31143927574157715,
-0.20420216023921967,
0.0037038796581327915,
-1.1580917835235596,
-0.21915432810783386,
0.30740001797676086,
-0.29159754514694214,
-0.19056330621242523,
0.14326807856559753,
-0.050522830337285995,
0.1714003086090088,
0.2534988522529602,
-0.542340099811554,
0.1246546283364296,
-0.24713797867298126,
0.45722296833992004,
0.32290300726890564,
0.11486227065324783,
0.4095870554447174,
-0.2837938368320465,
0.519192099571228,
-0.04381432756781578,
0.09615858644247055,
-0.1436978131532669,
-0.7480775117874146,
-0.5926585793495178,
-0.21471674740314484,
0.0442439503967762,
0.6679004430770874,
-0.6723044514656067,
0.8492607474327087,
-0.8548421859741211,
-0.49276235699653625,
-0.34051933884620667,
0.018202735111117363,
0.20347993075847626,
0.5404899716377258,
0.4948394000530243,
-0.21937620639801025,
-0.6612175703048706,
-0.5379939079284668,
-0.24153243005275726,
-0.20315518975257874,
0.014825181104242802,
0.4076745808124542,
0.7539628744125366,
-0.2893179953098297,
0.9897735118865967,
-0.595397412776947,
-0.15639489889144897,
-0.2995394766330719,
0.23333846032619476,
0.2883014678955078,
0.5357463359832764,
0.4414803683757782,
-0.9858755469322205,
-0.4313880503177643,
-0.293732225894928,
-0.9085953831672668,
-0.22219526767730713,
-0.3694855868816376,
-0.35919520258903503,
0.0029653292149305344,
0.3139984905719757,
-0.7811065912246704,
0.5403898358345032,
0.4504740536212921,
-0.9011086225509644,
0.17279601097106934,
-0.0336688756942749,
0.010937783867120743,
-0.946414053440094,
0.22936947643756866,
0.14841969311237335,
0.02948668599128723,
-0.6704592704772949,
-0.06184639781713486,
-0.08810741454362869,
-0.08815713226795197,
-0.3169053792953491,
0.510540246963501,
-0.3015977144241333,
0.18535283207893372,
0.168932244181633,
0.252915620803833,
-0.11745336651802063,
0.41121047735214233,
0.15926538407802582,
0.3948747217655182,
0.49731582403182983,
-0.7788670659065247,
0.3166489899158478,
0.48738598823547363,
-0.36699867248535156,
0.4959014058113098,
-0.5043463706970215,
-0.07772962749004364,
-0.3314831852912903,
0.021279791370034218,
-0.8668368458747864,
-0.492970734834671,
0.5023185014724731,
-0.49162691831588745,
0.3449092209339142,
0.2638026773929596,
-0.5945597290992737,
-0.5309320092201233,
-0.4040549397468567,
0.24634672701358795,
0.3451879024505615,
-0.30566105246543884,
0.7613139152526855,
0.7060790657997131,
0.3248962163925171,
-0.36578232049942017,
-1.0294028520584106,
0.03197377547621727,
-0.314208060503006,
-0.6414741277694702,
0.3461481034755707,
-0.3548814654350281,
-0.1677953153848648,
-0.1144891306757927,
0.014034556224942207,
-0.16262497007846832,
0.03721398115158081,
0.33047860860824585,
0.16690824925899506,
0.11681266129016876,
0.04830363020300865,
0.020495304837822914,
-0.13587169349193573,
0.09605259448289871,
-0.10744332522153854,
0.508051872253418,
0.03627216815948486,
-0.03273344412446022,
-0.4583257734775543,
0.1027960330247879,
0.657649576663971,
-0.0000045943224904476665,
0.6651389002799988,
0.7021245956420898,
-0.4955218732357025,
0.28991925716400146,
-0.1485593616962433,
0.12062091380357742,
-0.42908042669296265,
0.3270127773284912,
-0.2694508135318756,
-0.644445538520813,
0.4704967737197876,
0.1793118417263031,
0.06095225736498833,
0.8474454283714294,
0.4374316334724426,
0.06937030702829361,
0.6268643140792847,
0.5603475570678711,
-0.2622448205947876,
0.5362311005592346,
-0.46837127208709717,
0.013716615736484528,
-0.7451779246330261,
-0.49364885687828064,
-0.6594589948654175,
-0.5359897017478943,
-0.8776415586471558,
-0.46535229682922363,
-0.031651441007852554,
0.003913188818842173,
-0.4332161843776703,
0.8055331707000732,
-0.46196985244750977,
0.46967726945877075,
0.3599364757537842,
0.2152179479598999,
0.04547734558582306,
-0.14085811376571655,
-0.24696168303489685,
-0.14580222964286804,
-0.45271846652030945,
-0.5165782570838928,
0.9160670638084412,
0.3578822612762451,
0.5349547863006592,
0.175292506814003,
0.5844242572784424,
0.14088182151317596,
0.19628095626831055,
-0.6619922518730164,
1.0096795558929443,
-0.26262810826301575,
-0.6990360021591187,
-0.6352131962776184,
-0.429576575756073,
-1.1235852241516113,
-0.09143204241991043,
-0.3968910872936249,
-0.8300725817680359,
0.33521896600723267,
-0.0316305011510849,
-0.2991981506347656,
0.2890148460865021,
-0.46530136466026306,
0.9961085915565491,
-0.4323803186416626,
-0.4063114523887634,
0.07729025185108185,
-1.000335454940796,
0.10040529817342758,
-0.010305121541023254,
0.3859066367149353,
-0.4045129418373108,
-0.2449083924293518,
1.081878423690796,
-0.5668148994445801,
0.8972505927085876,
-0.17363154888153076,
0.1297193318605423,
0.7276524901390076,
-0.14129357039928436,
0.5748116970062256,
-0.2657109200954437,
0.17453859746456146,
0.48573729395866394,
-0.31810906529426575,
-0.07919219136238098,
-0.2981327474117279,
0.46426719427108765,
-0.4979269802570343,
-0.09371401369571686,
-0.3456166684627533,
-0.407520055770874,
0.10231398046016693,
0.39344412088394165,
0.26789113879203796,
0.009406744502484798,
0.09559702128171921,
0.40030956268310547,
0.47178375720977783,
-0.33213698863983154,
0.5719702839851379,
0.5522696375846863,
-0.19042804837226868,
-0.6165422201156616,
0.9671918153762817,
0.3958122432231903,
-0.21032829582691193,
0.8524600863456726,
0.40777724981307983,
-0.4491173028945923,
-0.32228314876556396,
-0.26179662346839905,
0.32272273302078247,
-0.5424538850784302,
0.039585888385772705,
-0.6806527376174927,
-0.006939454935491085,
-0.3944665193557739,
0.03948168084025383,
-0.007803420070558786,
-0.7089641690254211,
-0.47909015417099,
-0.5367660522460938,
0.554868221282959,
0.24750427901744843,
-0.12954314053058624,
0.12994706630706787,
-0.7571931481361389,
0.3475308120250702,
0.10049165785312653,
0.3311738669872284,
-0.3226298689842224,
-0.6266562342643738,
-0.3287757337093353,
0.012043987400829792,
-0.3696030378341675,
-0.8654794096946716,
0.5123381018638611,
0.3679750859737396,
0.597054660320282,
0.4564378261566162,
0.06315257400274277,
0.6374077200889587,
-0.5779229402542114,
1.1449329853057861,
0.31080007553100586,
-0.7978690266609192,
0.6003772616386414,
-0.3050024211406708,
0.31278011202812195,
0.6898149847984314,
0.703918993473053,
-0.6056014895439148,
-0.14468243718147278,
-0.7453036904335022,
-1.1848804950714111,
0.5184696912765503,
0.3321048617362976,
0.2328217774629593,
-0.2547242343425751,
0.38913869857788086,
-0.1718682497739792,
0.23306527733802795,
-0.8689281344413757,
-0.5739846229553223,
-0.22857370972633362,
-0.7611772418022156,
0.07292632013559341,
-0.09789179265499115,
0.005911778658628464,
-0.41953402757644653,
0.49260014295578003,
-0.011158037930727005,
0.44245070219039917,
0.20580527186393738,
-0.12338951975107193,
-0.18739387392997742,
-0.13300661742687225,
0.775831401348114,
0.2924751341342926,
-0.005981244146823883,
-0.058197688311338425,
0.2577316164970398,
-0.9199139475822449,
-0.03653233125805855,
0.07953648269176483,
-0.4346514940261841,
0.11138197034597397,
0.6118066310882568,
0.8748461604118347,
0.14453738927841187,
-0.9227544665336609,
0.49056845903396606,
0.13029442727565765,
-0.2539094388484955,
-0.3888240456581116,
0.005650354083627462,
-0.36892038583755493,
0.28399866819381714,
0.23609663546085358,
-0.10654185712337494,
0.18818505108356476,
-0.32618001103401184,
0.17319628596305847,
0.09476615488529205,
-0.32183703780174255,
-0.5760142207145691,
0.9781989455223083,
0.024452609941363335,
-0.5734541416168213,
0.42239394783973694,
-0.19545283913612366,
-0.3036265969276428,
0.6769071817398071,
0.18593908846378326,
1.2065516710281372,
0.06900258362293243,
0.043969444930553436,
0.8488624095916748,
0.45856717228889465,
-0.2809966206550598,
0.6554834246635437,
-0.09239561855792999,
-0.9289089441299438,
-0.2726307511329651,
-0.5330782532691956,
-0.19220130145549774,
-0.02621391788125038,
-0.5217173099517822,
0.595970630645752,
-0.5191794633865356,
-0.2791413962841034,
0.02610621228814125,
-0.14235982298851013,
-0.737494170665741,
0.22714129090309143,
0.21087174117565155,
0.9243945479393005,
-0.8588686585426331,
0.6994050741195679,
0.7439379096031189,
-0.9583924412727356,
-0.6046536564826965,
0.05303247272968292,
0.08958910405635834,
-0.5707541704177856,
0.745988130569458,
0.24498209357261658,
0.24186161160469055,
-0.30768656730651855,
-0.8430231809616089,
-0.9157267212867737,
1.4639970064163208,
0.20903952419757843,
-0.6214280128479004,
-0.005124622955918312,
0.4827626347541809,
0.7324775457382202,
-0.2843371033668518,
0.0938027948141098,
0.5928931832313538,
0.6942624449729919,
0.13337084650993347,
-0.6288623213768005,
0.27365216612815857,
-0.10667522996664047,
-0.12264683097600937,
0.2728689908981323,
-0.9676986932754517,
0.757935106754303,
-0.05438592657446861,
-0.38975095748901367,
-0.031148547306656837,
0.6368577480316162,
0.15337960422039032,
0.46619439125061035,
0.41640734672546387,
0.7821393609046936,
0.888037383556366,
-0.18333664536476135,
1.014355182647705,
-0.6275822520256042,
0.49473050236701965,
1.198652982711792,
-0.17412933707237244,
0.7962672114372253,
0.2853058874607086,
-0.4543192684650421,
0.49387088418006897,
0.34678807854652405,
-0.07934579253196716,
0.47453373670578003,
0.08103260397911072,
-0.04613633453845978,
0.06514453142881393,
0.07592137902975082,
-0.01485458668321371,
0.4417693316936493,
0.4765050411224365,
-0.5832708477973938,
0.05345740169286728,
-0.009473012760281563,
0.25016695261001587,
-0.013918903656303883,
-0.27029547095298767,
0.5697489380836487,
-0.14869822561740875,
-0.3388841152191162,
0.3360917568206787,
-0.11293692886829376,
0.5373620986938477,
-0.6121625304222107,
-0.016035020351409912,
-0.13253335654735565,
-0.18045921623706818,
-0.29458221793174744,
-1.0767958164215088,
0.5516140460968018,
0.12006336450576782,
-0.1606377214193344,
-0.1807073950767517,
0.4732568860054016,
-0.43986091017723083,
-0.5299972891807556,
0.16103073954582214,
0.003578832605853677,
0.5270892977714539,
0.32855919003486633,
-0.8778141736984253,
0.09688953310251236,
0.12961354851722717,
-0.28343966603279114,
-0.020321574062108994,
0.9005424380302429,
-0.16553889214992523,
0.7344751954078674,
0.3855070173740387,
0.002591214142739773,
0.25303009152412415,
-0.04904599487781525,
0.71751469373703,
-0.993837296962738,
-0.385498970746994,
-0.8877502083778381,
0.6904019117355347,
-0.32680395245552063,
-0.528853178024292,
0.7661279439926147,
0.7735087275505066,
0.9035948514938354,
0.06049417704343796,
0.6345946192741394,
-0.6113778948783875,
0.6550230383872986,
-0.48919788002967834,
0.48048514127731323,
-0.34732264280319214,
0.2635504901409149,
-0.3327188491821289,
-0.6175936460494995,
-0.6005489230155945,
0.7923265695571899,
-0.2597866952419281,
-0.024011390283703804,
0.7525288462638855,
0.7128816246986389,
0.2503112852573395,
0.07582995295524597,
0.2093796283006668,
0.4457284212112427,
0.16874267160892487,
0.48218169808387756,
0.308856338262558,
-0.6486282348632812,
0.7203364372253418,
-0.3743506073951721,
-0.05001817271113396,
-0.08586997538805008,
-1.035624623298645,
-0.7997438311576843,
-0.6632380485534668,
-0.7641719579696655,
-0.4149647653102875,
-0.23523123562335968,
1.173910140991211,
0.37252283096313477,
-0.9302961826324463,
-0.26161134243011475,
-0.3580603003501892,
-0.04739725962281227,
-0.2902955710887909,
-0.2861478626728058,
0.42660343647003174,
0.1005181223154068,
-0.6769424080848694,
0.14870218932628632,
0.09821794927120209,
0.33324241638183594,
0.028813987970352173,
-0.291999876499176,
-0.41662561893463135,
-0.04594196006655693,
0.5240150690078735,
0.6426471471786499,
-0.2251720130443573,
-0.34228864312171936,
-0.11278951913118362,
0.12174507975578308,
0.05056564882397652,
0.7317962646484375,
-0.4075276851654053,
0.4102483093738556,
0.7134000062942505,
0.564572274684906,
0.6100257039070129,
-0.16817857325077057,
0.08464506268501282,
-0.7712928652763367,
0.2707445025444031,
0.1398490071296692,
0.49455806612968445,
0.16712455451488495,
-0.3677828907966614,
1.002356767654419,
0.6944892406463623,
-0.4129433035850525,
-0.5394085645675659,
-0.07489632815122604,
-1.1593517065048218,
0.03880976513028145,
1.3341280221939087,
-0.08209250122308731,
-0.3674785792827606,
-0.07974577695131302,
-0.15292316675186157,
0.2945367097854614,
-0.49645859003067017,
0.5064413547515869,
0.7669821977615356,
-0.12184169888496399,
-0.09637399762868881,
-0.5206590890884399,
0.25724536180496216,
-0.26393353939056396,
-0.8328286409378052,
-0.039610158652067184,
0.5633198022842407,
0.07489196211099625,
0.48927041888237,
0.47796759009361267,
-0.25867798924446106,
-0.17933747172355652,
-0.03816404566168785,
0.17235584557056427,
0.14465509355068207,
-0.3580144941806793,
-0.3675328195095062,
0.07515720278024673,
-0.32625284790992737,
-0.3015255928039551
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
huggingartists/imagine-dragons | huggingartists | 2022-10-25T09:31:53Z | 395 | 0 | null | [
"language:en",
"huggingartists",
"lyrics",
"region:us"
] | 2022-10-25T09:31:53Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
language:
- en
tags:
- huggingartists
- lyrics
---
# Dataset Card for "huggingartists/imagine-dragons"
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [How to use](#how-to-use)
- [Dataset Structure](#dataset-structure)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [About](#about)
## Dataset Description
- **Homepage:** [https://github.com/AlekseyKorshuk/huggingartists](https://github.com/AlekseyKorshuk/huggingartists)
- **Repository:** [https://github.com/AlekseyKorshuk/huggingartists](https://github.com/AlekseyKorshuk/huggingartists)
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Size of the generated dataset:** 0.380929 MB
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://images.genius.com/ec1df125fd46ec3ef56f228df021a8cd.1000x1000x1.jpg')">
</div>
</div>
<a href="https://huggingface.co/huggingartists/imagine-dragons">
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">🤖 HuggingArtists Model 🤖</div>
</a>
<div style="text-align: center; font-size: 16px; font-weight: 800">Imagine Dragons</div>
<a href="https://genius.com/artists/imagine-dragons">
<div style="text-align: center; font-size: 14px;">@imagine-dragons</div>
</a>
</div>
### Dataset Summary
The Lyrics dataset parsed from Genius. This dataset is designed to generate lyrics with HuggingArtists.
Model is available [here](https://huggingface.co/huggingartists/imagine-dragons).
### Supported Tasks and Leaderboards
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Languages
en
## How to use
How to load this dataset directly with the datasets library:
```python
from datasets import load_dataset
dataset = load_dataset("huggingartists/imagine-dragons")
```
## Dataset Structure
An example of 'train' looks as follows.
```
This example was too long and was cropped:
{
"text": "Look, I was gonna go easy on you\nNot to hurt your feelings\nBut I'm only going to get this one chance\nSomething's wrong, I can feel it..."
}
```
### Data Fields
The data fields are the same among all splits.
- `text`: a `string` feature.
### Data Splits
| train |validation|test|
|------:|---------:|---:|
|272| -| -|
'Train' can be easily divided into 'train' & 'validation' & 'test' with few lines of code:
```python
from datasets import load_dataset, Dataset, DatasetDict
import numpy as np
datasets = load_dataset("huggingartists/imagine-dragons")
train_percentage = 0.9
validation_percentage = 0.07
test_percentage = 0.03
train, validation, test = np.split(datasets['train']['text'], [int(len(datasets['train']['text'])*train_percentage), int(len(datasets['train']['text'])*(train_percentage + validation_percentage))])
datasets = DatasetDict(
{
'train': Dataset.from_dict({'text': list(train)}),
'validation': Dataset.from_dict({'text': list(validation)}),
'test': Dataset.from_dict({'text': list(test)})
}
)
```
## Dataset Creation
### Curation Rationale
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the source language producers?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Annotations
#### Annotation process
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the annotators?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Personal and Sensitive Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Discussion of Biases
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Other Known Limitations
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Additional Information
### Dataset Curators
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Licensing Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Citation Information
```
@InProceedings{huggingartists,
author={Aleksey Korshuk}
year=2021
}
```
## About
*Built by Aleksey Korshuk*
[](https://github.com/AlekseyKorshuk)
[](https://twitter.com/intent/follow?screen_name=alekseykorshuk)
[](https://t.me/joinchat/_CQ04KjcJ-4yZTky)
For more details, visit the project repository.
[](https://github.com/AlekseyKorshuk/huggingartists)
| [
-0.6748403906822205,
-0.4817812144756317,
0.058010730892419815,
0.24615025520324707,
-0.2288828194141388,
-0.01943388767540455,
-0.2950167953968048,
-0.47430384159088135,
0.87926185131073,
0.33623582124710083,
-0.949872612953186,
-0.7906776070594788,
-0.49264901876449585,
0.15874366462230682,
-0.048779040575027466,
1.2373095750808716,
-0.18139418959617615,
-0.3858628273010254,
-0.30040469765663147,
-0.18840382993221283,
-0.23556731641292572,
-0.32143643498420715,
-0.378101110458374,
-0.3638252913951874,
0.40839752554893494,
0.444606214761734,
0.7354073524475098,
0.9748890995979309,
0.5029365420341492,
0.3511127531528473,
-0.1231880635023117,
0.08543554693460464,
-0.361688494682312,
-0.1266966611146927,
0.1741192787885666,
-0.2937931418418884,
-0.6780221462249756,
0.2713870704174042,
0.5453981161117554,
0.3557174503803253,
-0.07381004840135574,
0.4336708188056946,
0.11248409003019333,
0.8091669082641602,
-0.26306796073913574,
0.5187363624572754,
-0.22317492961883545,
-0.08226639777421951,
-0.26075246930122375,
-0.03080788068473339,
0.21412505209445953,
-0.6263498067855835,
0.005944244563579559,
-0.8571687340736389,
0.005975964013487101,
0.04034517705440521,
0.973574161529541,
0.11944213509559631,
0.13462257385253906,
-0.2392515391111374,
-0.14255212247371674,
0.49862757325172424,
-0.6261889934539795,
-0.07387229800224304,
0.5257355570793152,
0.11915472149848938,
0.05106911435723305,
-0.6815292239189148,
-0.7225569486618042,
0.04782489314675331,
-0.13512155413627625,
0.2639946937561035,
-0.1647128313779831,
-0.24663205444812775,
0.561919629573822,
0.5430659055709839,
-0.5314616560935974,
-0.19577911496162415,
-0.4927867352962494,
-0.0866704136133194,
1.1870065927505493,
0.1842035949230194,
0.4611286520957947,
-0.475885272026062,
-0.21270668506622314,
-0.4928266406059265,
-0.3157261908054352,
0.33762064576148987,
0.6005510091781616,
0.44958627223968506,
-0.9975333213806152,
0.6420654058456421,
-0.1304907500743866,
0.5703858137130737,
0.18183107674121857,
-0.03154141828417778,
0.7881319522857666,
-0.34744739532470703,
-0.1264629364013672,
-0.10143833607435226,
1.047883152961731,
0.6916371583938599,
0.19284772872924805,
0.13472670316696167,
-0.03259976580739021,
0.04082677140831947,
-0.1746722310781479,
-0.8668404221534729,
-0.4401119649410248,
0.6465378999710083,
-0.6624481081962585,
-0.6311073899269104,
0.12300370633602142,
-1.0122884511947632,
-0.2926865220069885,
-0.34021079540252686,
0.28059008717536926,
-0.36935046315193176,
-0.5636656880378723,
0.16073648631572723,
-0.2988981604576111,
0.11604708433151245,
0.004302968271076679,
-0.6431742310523987,
0.16797325015068054,
0.6050834059715271,
0.7330781817436218,
0.19106969237327576,
-0.3448861539363861,
-0.18204784393310547,
-0.19905659556388855,
-0.17557519674301147,
0.7037049531936646,
-0.31412607431411743,
-0.3641798198223114,
-0.18217188119888306,
0.2755686342716217,
-0.11832455545663834,
-0.31420496106147766,
0.931084394454956,
0.06664042919874191,
0.17933650314807892,
-0.5987301468849182,
-0.48500505089759827,
-0.021492112427949905,
0.3070129454135895,
-0.7779961228370667,
1.0062342882156372,
0.24877773225307465,
-1.0288254022598267,
0.18566083908081055,
-0.8175302743911743,
-0.2643658220767975,
0.06735420972108841,
0.006468800362199545,
-0.7116755247116089,
-0.1957794427871704,
0.1866290122270584,
0.7197105884552002,
-0.29629993438720703,
-0.034310705959796906,
-0.6287050247192383,
-0.17841696739196777,
0.4102228581905365,
0.1826714128255844,
1.1957707405090332,
0.16131895780563354,
-0.1354895830154419,
0.06661853939294815,
-0.9468938112258911,
0.21302591264247894,
0.41734442114830017,
-0.1508011370897293,
-0.12169262766838074,
-0.17041385173797607,
0.40349245071411133,
0.31269118189811707,
0.07017543166875839,
-0.5898926854133606,
0.418285608291626,
-0.24853914976119995,
0.45063260197639465,
0.7404004335403442,
0.009545342065393925,
0.25482574105262756,
-0.6643087863922119,
0.4190065860748291,
0.06223253533244133,
0.3223719596862793,
-0.0618874654173851,
-0.5502277612686157,
-0.4849136769771576,
-0.24953053891658783,
0.317442923784256,
0.4670606851577759,
-0.7642323970794678,
1.0037627220153809,
-0.35429486632347107,
-0.846250057220459,
-0.6598296165466309,
0.018568215891718864,
0.18989451229572296,
0.4699174761772156,
0.32530489563941956,
-0.3423018753528595,
-0.6192836761474609,
-0.6647595763206482,
0.04951724782586098,
-0.27736997604370117,
0.1726464033126831,
0.462794691324234,
0.7989358901977539,
-0.23802240192890167,
0.8215456008911133,
-0.7201307415962219,
-0.2390938550233841,
-0.22929613292217255,
-0.304068386554718,
0.39169663190841675,
0.7697829604148865,
0.7238144278526306,
-0.9357837438583374,
-0.518531084060669,
-0.20583167672157288,
-0.7039095163345337,
-0.08861406147480011,
-0.03640009090304375,
-0.2042662650346756,
-0.017963558435440063,
0.15822283923625946,
-0.7295178771018982,
0.5253243446350098,
0.512699544429779,
-0.6599296927452087,
0.5709075927734375,
0.054227910935878754,
0.0984344333410263,
-1.3021187782287598,
0.3671574592590332,
0.23218950629234314,
0.13291138410568237,
-0.5928736329078674,
-0.19473659992218018,
-0.04786532744765282,
-0.06437954306602478,
-0.10279692709445953,
0.639420747756958,
-0.2903093099594116,
0.34609729051589966,
0.12816379964351654,
0.0293407142162323,
0.05488450825214386,
0.48540782928466797,
-0.05792568624019623,
0.2863192856311798,
0.981936514377594,
-0.3955656588077545,
0.7036869525909424,
0.5591233372688293,
-0.2416006326675415,
0.8465216159820557,
-0.7802597880363464,
0.0178165752440691,
-0.24741247296333313,
0.37988531589508057,
-0.8400257229804993,
-0.5376545190811157,
0.8469287157058716,
-0.6915413737297058,
0.42053326964378357,
-0.2047429084777832,
-0.5638028383255005,
-0.8281485438346863,
-0.6709146499633789,
0.15298959612846375,
0.5303199291229248,
-0.4616251587867737,
0.39966392517089844,
0.5992550849914551,
0.10089034587144852,
-0.4356631636619568,
-0.7938902974128723,
-0.09248702228069305,
-0.41458961367607117,
-0.8165911436080933,
0.5067689418792725,
-0.4260972738265991,
-0.13794197142124176,
0.22247132658958435,
0.12687423825263977,
0.10063499212265015,
-0.050556380301713943,
0.35139408707618713,
0.2747679352760315,
0.0628274604678154,
-0.035947248339653015,
-0.07897288352251053,
-0.24501222372055054,
0.13656586408615112,
-0.2631656527519226,
0.20656682550907135,
-0.2293929159641266,
-0.15239179134368896,
-0.6403484344482422,
0.18459342420101166,
0.45361328125,
-0.20873861014842987,
0.639767050743103,
0.7278278470039368,
-0.30690643191337585,
-0.132869690656662,
-0.44878479838371277,
-0.0997304916381836,
-0.43205174803733826,
0.0865335464477539,
-0.2655903398990631,
-0.593468964099884,
0.9129887819290161,
0.22957466542720795,
0.09101172536611557,
0.6996299624443054,
0.46171149611473083,
-0.105594702064991,
0.6992694735527039,
0.37391263246536255,
-0.22722601890563965,
0.4582725465297699,
-0.6679178476333618,
-0.1675512045621872,
-0.8062331676483154,
-0.45927709341049194,
-0.48040902614593506,
-0.4946017861366272,
-0.8911210298538208,
-0.445359468460083,
0.19487085938453674,
0.10894329100847244,
-0.18598395586013794,
0.4401969611644745,
-0.9445089101791382,
0.31079578399658203,
0.29048505425453186,
0.29124900698661804,
-0.1658453345298767,
0.11194708943367004,
0.05104454234242439,
0.08216267824172974,
-0.6164364218711853,
-0.19892741739749908,
1.116440773010254,
0.46257296204566956,
0.5729885101318359,
-0.15697912871837616,
0.8166264891624451,
0.06204719468951225,
0.1993333250284195,
-0.5145838260650635,
0.5005860328674316,
-0.05518006905913353,
-0.45117658376693726,
-0.1421877145767212,
-0.5148812532424927,
-0.8397464752197266,
-0.06585847586393356,
-0.4092448353767395,
-0.6314762234687805,
0.5208008289337158,
0.13602995872497559,
-0.3018145263195038,
0.45145267248153687,
-0.5954613089561462,
0.8563969731330872,
-0.07033010572195053,
-0.39842113852500916,
0.27125459909439087,
-0.9535617232322693,
0.1698523312807083,
0.1682969480752945,
0.25964221358299255,
-0.35056304931640625,
0.0038367481902241707,
0.9712408185005188,
-0.7611322999000549,
0.9492998123168945,
-0.3463512361049652,
0.12378976494073868,
0.6183315515518188,
-0.3471149206161499,
0.444968581199646,
0.01820184849202633,
-0.2827444076538086,
0.30171075463294983,
0.029402442276477814,
-0.33141395449638367,
-0.458435982465744,
0.7223260998725891,
-0.7258412837982178,
0.06474233418703079,
-0.35729140043258667,
-0.46507179737091064,
0.09499498456716537,
0.13791026175022125,
0.3345496654510498,
0.40798595547676086,
0.0023388091940432787,
0.15167541801929474,
0.5252465605735779,
-0.19070647656917572,
0.2893703281879425,
0.02109210565686226,
-0.07898615300655365,
-0.7891907691955566,
0.9537122845649719,
0.24230246245861053,
-0.003589929547160864,
0.01589970476925373,
0.3991583287715912,
-0.3993668854236603,
-0.1270165592432022,
-0.5890053510665894,
0.424246609210968,
-0.431503027677536,
-0.37963053584098816,
-0.5255481600761414,
-0.255575954914093,
-0.6467835903167725,
-0.13777275383472443,
-0.20125927031040192,
-0.5426440834999084,
-0.37220340967178345,
-0.20815709233283997,
0.9881380796432495,
0.48950430750846863,
-0.7287301421165466,
0.05342404916882515,
-0.49041783809661865,
0.28766095638275146,
-0.03151899203658104,
0.6368802785873413,
-0.03937339410185814,
-0.327142596244812,
-0.19510385394096375,
0.12132932245731354,
-0.1750921607017517,
-0.6679965257644653,
0.31432977318763733,
-0.04363155737519264,
0.4338919222354889,
0.12311624735593796,
0.10423007607460022,
0.7104074358940125,
-0.09050007164478302,
0.6634702086448669,
0.28574714064598083,
-0.7532998323440552,
0.6025062203407288,
-0.5231708288192749,
0.09991493076086044,
0.627426028251648,
0.37079930305480957,
-0.6638818383216858,
-0.027178514748811722,
-0.9486786127090454,
-0.8152170777320862,
0.8086249232292175,
0.40173211693763733,
0.05560198053717613,
0.19374996423721313,
0.604316234588623,
-0.2045142501592636,
0.26455390453338623,
-0.6702379584312439,
-0.9228500723838806,
-0.38567987084388733,
-0.3791455328464508,
-0.0530150942504406,
-0.11014732718467712,
-0.19305510818958282,
-0.6812521815299988,
0.7502939701080322,
-0.1262444406747818,
0.30828267335891724,
0.3782263696193695,
0.4865235388278961,
-0.22971078753471375,
-0.06026430428028107,
0.26503926515579224,
0.3661467134952545,
-0.18182748556137085,
-0.2763371467590332,
-0.1445166915655136,
-0.633257269859314,
-0.09341549873352051,
0.552455723285675,
-0.34785014390945435,
-0.13790634274482727,
0.29677778482437134,
0.8648225665092468,
0.00024671133724041283,
-0.26359987258911133,
0.5501773953437805,
-0.07236217707395554,
-0.4219408929347992,
-0.41069185733795166,
0.031222565099596977,
0.15017589926719666,
0.2669318914413452,
0.07388897985219955,
0.1538764089345932,
-0.09599979221820831,
-0.3430655300617218,
0.4088898003101349,
0.1865716576576233,
-0.36615660786628723,
-0.4764646589756012,
0.6474670767784119,
0.08229294419288635,
-0.14207185804843903,
0.4675647020339966,
-0.18543116748332977,
-0.6153549551963806,
0.8621595501899719,
0.16653156280517578,
0.8604105710983276,
-0.1818350851535797,
0.3299033045768738,
0.7486341595649719,
0.22106105089187622,
-0.05716243386268616,
0.5458577275276184,
-0.17894083261489868,
-0.6558918356895447,
-0.07477792352437973,
-0.5567986965179443,
-0.09652618318796158,
0.09220395237207413,
-0.7945882081985474,
0.4407261908054352,
-0.4355553984642029,
-0.188307985663414,
0.03671121969819069,
0.39861443638801575,
-0.7096809148788452,
0.19976145029067993,
0.03767124563455582,
1.0617179870605469,
-1.0255533456802368,
0.49830758571624756,
0.6996200680732727,
-0.649247407913208,
-1.151671290397644,
-0.11972685903310776,
0.21730662882328033,
-0.5823935270309448,
0.25810497999191284,
0.20723186433315277,
0.4969465732574463,
-0.020095165818929672,
-0.9375980496406555,
-0.6960877776145935,
1.1701428890228271,
0.02125038392841816,
-0.22443431615829468,
0.30401450395584106,
0.11674558371305466,
0.6629180312156677,
-0.4048415720462799,
0.28372621536254883,
0.6085014939308167,
0.6861878037452698,
0.27192792296409607,
-0.6761044263839722,
0.2630564272403717,
-0.6790116429328918,
-0.20289404690265656,
0.003035883652046323,
-0.9790310859680176,
0.6727308034896851,
-0.17924915254116058,
-0.060463324189186096,
0.04091762378811836,
0.6314713954925537,
0.4860863983631134,
0.3783453702926636,
0.4778890907764435,
0.7938508987426758,
0.8079476356506348,
-0.3031753897666931,
1.228500485420227,
-0.28885868191719055,
0.5803434252738953,
0.7522366046905518,
0.027006816118955612,
0.5227558612823486,
0.17519107460975647,
-0.32907289266586304,
0.5080951452255249,
0.7150506973266602,
-0.44975557923316956,
0.2620822787284851,
0.44937562942504883,
-0.0439755879342556,
-0.06370725482702255,
-0.25364381074905396,
-0.5984470248222351,
0.2428121715784073,
0.30229058861732483,
-0.3161427676677704,
0.06268154829740524,
0.0009725359850563109,
0.3506414592266083,
-0.03723733499646187,
-0.29076966643333435,
0.5974931716918945,
0.05238273739814758,
-0.39418384432792664,
0.5183073878288269,
-0.22154894471168518,
0.744411826133728,
-0.6191072463989258,
0.06182370334863663,
-0.0732928067445755,
0.16840586066246033,
-0.619605541229248,
-1.1420483589172363,
0.33072999119758606,
-0.09138407558202744,
-0.2608562409877777,
-0.35201624035835266,
0.7200979590415955,
-0.5030301809310913,
-0.762816309928894,
0.2351544052362442,
0.1485622376203537,
0.326617568731308,
0.14779667556285858,
-1.3252859115600586,
0.5877355933189392,
0.21590156853199005,
-0.4853992760181427,
0.10858971625566483,
0.5423591732978821,
0.21219389140605927,
0.5332036018371582,
0.68194979429245,
0.2776920199394226,
-0.22362665832042694,
0.02465077117085457,
1.114032506942749,
-0.5062498450279236,
-0.4971211850643158,
-0.7467661499977112,
0.8513326644897461,
-0.4004560112953186,
-0.41518470644950867,
0.7162819504737854,
0.7608917355537415,
0.8962238430976868,
0.013349371962249279,
0.8524174690246582,
-0.6801719665527344,
0.6817601323127747,
-0.20229630172252655,
1.0027316808700562,
-0.717704713344574,
-0.037040598690509796,
-0.6999330520629883,
-0.5491581559181213,
-0.3842702805995941,
0.6363372206687927,
-0.12179332226514816,
0.21553491055965424,
0.27335333824157715,
0.9401217103004456,
0.024451687932014465,
0.16794836521148682,
-0.19945243000984192,
0.3327130973339081,
0.27738186717033386,
0.5074845552444458,
0.48519086837768555,
-0.8629727959632874,
0.39631396532058716,
-0.8111081123352051,
-0.32479575276374817,
0.11462970077991486,
-0.858614444732666,
-0.9091798067092896,
-0.9929434657096863,
-0.6523916721343994,
-0.7451427578926086,
-0.2850087881088257,
1.0874353647232056,
0.7158471941947937,
-0.7034698128700256,
-0.27157875895500183,
0.132221058011055,
0.20933546125888824,
-0.12055674940347672,
-0.3174988627433777,
0.7224711179733276,
0.3688109517097473,
-0.626594603061676,
-0.08972787857055664,
0.010054568760097027,
0.25544142723083496,
0.03492499887943268,
-0.10446902364492416,
-0.0530850924551487,
-0.299609512090683,
0.3467385172843933,
0.496921569108963,
-0.3618214428424835,
-0.09075397253036499,
-0.24637079238891602,
0.04815398529171944,
0.12224709242582321,
0.5062397718429565,
-0.53526771068573,
0.25320112705230713,
0.7018790245056152,
0.30328628420829773,
0.41899943351745605,
0.17510747909545898,
0.04586733877658844,
-0.4597940444946289,
0.08511130511760712,
0.005712422542273998,
0.2797626256942749,
0.3627667725086212,
-0.5019958019256592,
0.7711341977119446,
0.5706247091293335,
-0.5069324970245361,
-0.8251851201057434,
-0.194935142993927,
-1.2198973894119263,
0.03610982745885849,
1.0220316648483276,
-0.02842175029218197,
-0.5280969142913818,
0.10955960303544998,
-0.22247490286827087,
0.0957343652844429,
-0.47501280903816223,
0.4321126937866211,
0.5069915652275085,
-0.12664157152175903,
0.1297784447669983,
-0.3295325040817261,
0.717540979385376,
-0.11410748213529587,
-0.9948514699935913,
0.21546414494514465,
0.4163658916950226,
0.43107283115386963,
0.30703070759773254,
0.7838776707649231,
-0.27282044291496277,
0.02190481498837471,
0.03636554628610611,
0.2977847456932068,
-0.27819374203681946,
0.019674202427268028,
-0.37326133251190186,
-0.13718800246715546,
-0.5676166415214539,
-0.20284703373908997
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
ar_res_reviews | null | 2023-01-25T14:26:30Z | 394 | 5 | null | [
"task_categories:text-classification",
"task_ids:sentiment-classification",
"annotations_creators:found",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:1K<n<10K",
"source_datasets:original",
"language:ar",
"license:unknown",
"region:us"
] | 2023-01-25T14:26:30Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- found
language_creators:
- found
language:
- ar
license:
- unknown
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- original
task_categories:
- text-classification
task_ids:
- sentiment-classification
pretty_name: ArRestReviews
dataset_info:
features:
- name: polarity
dtype:
class_label:
names:
'0': negative
'1': positive
- name: text
dtype: string
- name: restaurant_id
dtype: string
- name: user_id
dtype: string
splits:
- name: train
num_bytes: 3617097
num_examples: 8364
download_size: 3503230
dataset_size: 3617097
---
# Dataset Card for ArRestReviews
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [Large Arabic Sentiment Analysis Resources](https://github.com/hadyelsahar/large-arabic-sentiment-analysis-resouces)
- **Repository:** [Large Arabic Sentiment Analysis Resources](https://github.com/hadyelsahar/large-arabic-sentiment-analysis-resouces)
- **Paper:** [ Building Large Arabic Multi-domain Resources for Sentiment Analysis](https://github.com/hadyelsahar/large-arabic-sentiment-analysis-resouces/blob/master/Paper%20-%20Building%20Large%20Arabic%20Multi-domain%20Resources%20for%20Sentiment%20Analysis.pdf)
- **Point of Contact:** [hady elsahar](hadyelsahar@gmail.com)
### Dataset Summary
Dataset of 8364 restaurant reviews from qaym.com in Arabic for sentiment analysis
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
The dataset is based on Arabic.
## Dataset Structure
### Data Instances
A typical data point comprises of the following:
- "polarity": which is a string value of either 0 or 1 indicating the sentiment around the review
- "text": is the review plain text of a restaurant in Arabic
- "restaurant_id": the restaurant ID on the website
- "user_id": the user ID on the website
example:
```
{
'polarity': 0, # negative
'restaurant_id': '1412',
'text': 'عادي جدا مامن زود',
'user_id': '21294'
}
```
### Data Fields
- "polarity": is a string value of either 0 or 1 indicating the sentiment around the review
- "text": is the review plain text of a restaurant in Arabic
- "restaurant_id": the restaurant ID on the website (string)
- "user_id": the user ID on the website (string)
### Data Splits
The dataset is not split.
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
[More Information Needed]
#### Initial Data Collection and Normalization
Contains 8364 restaurant reviews from qaym.com
#### Who are the source language producers?
From tweeter.
### Annotations
The polarity field provides a label of 1 or -1 pertaining to the sentiment of the review
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Discussion of Social Impact and Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
@InProceedings{10.1007/978-3-319-18117-2_2,
author="ElSahar, Hady
and El-Beltagy, Samhaa R.",
editor="Gelbukh, Alexander",
title="Building Large Arabic Multi-domain Resources for Sentiment Analysis",
booktitle="Computational Linguistics and Intelligent Text Processing",
year="2015",
publisher="Springer International Publishing",
address="Cham",
pages="23--34",
isbn="978-3-319-18117-2"
}
### Contributions
Thanks to [@abdulelahsm](https://github.com/abdulelahsm) for adding this dataset. | [
-0.5632545351982117,
-0.4231424629688263,
0.24601534008979797,
0.3191058039665222,
-0.42217567563056946,
0.16473576426506042,
-0.15158620476722717,
-0.29874899983406067,
0.44985121488571167,
0.6024487614631653,
-0.6433263421058655,
-1.2197586297988892,
-0.6706143021583557,
0.2672056555747986,
-0.12393175065517426,
1.2662250995635986,
-0.20447614789009094,
0.03101966343820095,
0.11316359043121338,
-0.502508282661438,
-0.03740203008055687,
-0.6637668013572693,
-0.44622135162353516,
0.010827261954545975,
0.3977310359477997,
0.7019383311271667,
0.7398665547370911,
0.33628660440444946,
0.5528969764709473,
0.22777551412582397,
0.14728987216949463,
0.09908769279718399,
-0.19886794686317444,
-0.14858205616474152,
-0.18236041069030762,
-0.18375247716903687,
-0.6086665987968445,
0.08580629527568817,
0.5585749745368958,
0.4526500403881073,
-0.12101596593856812,
0.43263891339302063,
0.016306042671203613,
1.2246127128601074,
-0.5638529062271118,
0.3939410448074341,
-0.05671988055109978,
-0.08283321559429169,
-0.15856346487998962,
0.11635653674602509,
0.01587410271167755,
-0.8844804167747498,
-0.018199080601334572,
-0.4041988253593445,
0.0069917659275233746,
0.08029217272996902,
0.9436021447181702,
-0.1330089420080185,
-0.4748983383178711,
-0.4256104528903961,
-0.6615898013114929,
0.7464104294776917,
-0.7476352453231812,
0.23815488815307617,
0.6221003532409668,
0.14664028584957123,
0.11098716408014297,
-0.6599817872047424,
-0.8884494304656982,
0.1497339904308319,
-0.13146790862083435,
0.41008397936820984,
-0.12651225924491882,
-0.23882538080215454,
0.35775190591812134,
0.3925192356109619,
-0.41961023211479187,
-0.45981353521347046,
-0.15581761300563812,
-0.04398021474480629,
0.8909432888031006,
0.25286123156547546,
0.3097715377807617,
-0.5533178448677063,
-0.2956176996231079,
-0.4017789363861084,
-0.3422301709651947,
0.45919039845466614,
0.5886777639389038,
0.22835829854011536,
-0.704410195350647,
0.686225950717926,
-0.3768836259841919,
0.28868523240089417,
-0.06579790264368057,
-0.23261362314224243,
0.8478087782859802,
-0.6622651815414429,
0.023695537820458412,
0.08473875373601913,
1.0598902702331543,
0.932884931564331,
0.1586240828037262,
0.3946015536785126,
-0.1364179104566574,
-0.09811907261610031,
0.13593821227550507,
-0.9481562376022339,
-0.21617355942726135,
0.7055132389068604,
-0.7540389895439148,
-0.4734129011631012,
0.5278095602989197,
-1.107696533203125,
-0.5393180847167969,
-0.09820418059825897,
0.13721856474876404,
-0.131581112742424,
-0.6316788792610168,
-0.022696567699313164,
-0.27771812677383423,
0.46086862683296204,
0.04745863378047943,
-0.42645737528800964,
0.2726660370826721,
0.2694474160671234,
0.8367395401000977,
-0.10133703798055649,
-0.021549545228481293,
0.12300865352153778,
0.14124377071857452,
-0.12969490885734558,
0.6117550134658813,
-0.3682635426521301,
-0.7184305787086487,
0.42951351404190063,
0.1932096630334854,
0.19853590428829193,
-0.42914971709251404,
1.456653118133545,
-0.6394696831703186,
-0.0027743030805140734,
-0.6276699304580688,
-0.21441717445850372,
-0.5421592593193054,
0.365011990070343,
-0.735980212688446,
0.9575316309928894,
0.2137967050075531,
-1.0496296882629395,
0.30856427550315857,
-0.6814402341842651,
-0.5291152596473694,
-0.10469362139701843,
-0.0002759541675914079,
-0.8558307886123657,
-0.2732318937778473,
0.5428398251533508,
0.4487728178501129,
-0.308104932308197,
0.07135362178087234,
-0.09743425995111465,
-0.01919451728463173,
0.4403212070465088,
-0.0705886259675026,
1.0782880783081055,
0.4186140298843384,
-0.240327849984169,
0.23374487459659576,
-0.8544349074363708,
-0.03051714040338993,
0.33790022134780884,
-0.3754316568374634,
-0.22194136679172516,
0.08958417922258377,
0.47615858912467957,
0.2927820086479187,
0.3063306212425232,
-0.5540418028831482,
0.15468120574951172,
-0.4246482253074646,
0.21716631948947906,
0.5808963775634766,
0.40365713834762573,
0.2856501638889313,
-0.5786588788032532,
0.6780361533164978,
0.49030208587646484,
0.33811497688293457,
0.19162611663341522,
-0.35498982667922974,
-0.8729395270347595,
-0.29493552446365356,
0.06941723823547363,
0.7743927240371704,
-0.6844856142997742,
0.7676641941070557,
-0.4065043032169342,
-0.7639250755310059,
-0.4807279407978058,
0.1338680535554886,
0.34867388010025024,
0.40389570593833923,
0.4650346636772156,
-0.4767768979072571,
-0.726051926612854,
-0.826780378818512,
-0.31070658564567566,
-0.15352647006511688,
0.3205856382846832,
0.4534192681312561,
0.6026022434234619,
-0.34979528188705444,
0.7847676277160645,
-0.714411735534668,
-0.6349825859069824,
-0.6109309196472168,
0.08684424310922623,
0.641299307346344,
0.360024631023407,
0.5697933435440063,
-0.8850946426391602,
-0.8973101377487183,
-0.1306157112121582,
-0.7793312668800354,
-0.057232148945331573,
-0.014565132558345795,
-0.11484239995479584,
0.3444371223449707,
0.17763064801692963,
-0.46637579798698425,
0.5920219421386719,
0.376417875289917,
-0.5569307804107666,
0.6935034394264221,
0.27600234746932983,
0.4388730525970459,
-1.3498589992523193,
-0.04252312332391739,
0.18625709414482117,
0.19530625641345978,
-0.5380046367645264,
-0.29360517859458923,
-0.049943432211875916,
-0.023972557857632637,
-0.2673897445201874,
0.49229028820991516,
-0.3480050265789032,
0.31286516785621643,
-0.027878519147634506,
-0.07046850770711899,
0.13311465084552765,
0.6633384227752686,
-0.08196698874235153,
0.7814713716506958,
0.6479746699333191,
-0.46461114287376404,
0.22468768060207367,
0.46959301829338074,
-0.7431131601333618,
0.4815662205219269,
-0.6931610703468323,
-0.023707428947091103,
-0.09972229599952698,
0.19240303337574005,
-1.1458832025527954,
-0.2984974682331085,
0.6838905811309814,
-0.556691586971283,
0.04707886651158333,
-0.26513051986694336,
-0.603384792804718,
-0.3781892955303192,
-0.8636558651924133,
0.39268893003463745,
0.3939179480075836,
-0.22990524768829346,
0.753743052482605,
0.5054665803909302,
-0.299209326505661,
-0.6385054588317871,
-0.45348721742630005,
-0.05311966314911842,
-0.1938725858926773,
-0.4579947590827942,
0.2830011546611786,
-0.01790594682097435,
-0.35620200634002686,
0.017608048394322395,
0.062272921204566956,
0.05326118320226669,
-0.20515185594558716,
0.6506003737449646,
0.22089992463588715,
-0.012696584686636925,
-0.0764767974615097,
0.13148684799671173,
0.07660025358200073,
0.3102822005748749,
-0.042115114629268646,
0.6797215342521667,
-0.3347729444503784,
-0.13532397150993347,
-0.8268805742263794,
0.4676324725151062,
0.6346006989479065,
-0.3604368567466736,
1.0716084241867065,
0.8679504990577698,
-0.15464641153812408,
0.1747010350227356,
-0.571693480014801,
0.007041975390166044,
-0.442524790763855,
0.3902275264263153,
-0.174848273396492,
-0.36541783809661865,
0.8007986545562744,
0.14269675314426422,
-0.060506198555231094,
0.7238976359367371,
0.6824234127998352,
-0.07222309708595276,
1.0292435884475708,
0.3798982501029968,
-0.5692541003227234,
0.4752712845802307,
-0.49095648527145386,
0.40456289052963257,
-0.7262681126594543,
-0.4484652578830719,
-0.6908886432647705,
-0.2509480118751526,
-0.942843496799469,
-0.16876491904258728,
0.45413169264793396,
0.031535059213638306,
-0.3111531734466553,
-0.011547322385013103,
-0.4991111755371094,
0.26395830512046814,
0.5337755680084229,
0.1424863040447235,
0.21369919180870056,
0.2505512237548828,
-0.21695688366889954,
-0.020428793504834175,
-0.32954075932502747,
-0.6472638249397278,
1.1070176362991333,
0.3764849901199341,
0.6098413467407227,
0.40730923414230347,
0.6330157518386841,
0.5780965685844421,
0.2642382085323334,
-0.76113361120224,
0.47494497895240784,
0.10312093794345856,
-0.49459031224250793,
-0.16927926242351532,
-0.24120022356510162,
-0.7571779489517212,
-0.03666674345731735,
-0.28171780705451965,
-0.36052799224853516,
0.5498948693275452,
-0.22678512334823608,
-0.27982133626937866,
0.2727717459201813,
-0.6441531181335449,
0.6033951640129089,
-0.1606408804655075,
-0.39048221707344055,
-0.273466557264328,
-0.6886739134788513,
0.18030503392219543,
0.2587686777114868,
0.5193497538566589,
-0.21316774189472198,
-0.011193291284143925,
1.197822093963623,
-0.6867913007736206,
0.9471166729927063,
-0.4500255882740021,
0.0586090087890625,
0.6593349575996399,
-0.15481607615947723,
0.4534865915775299,
0.38140735030174255,
-0.21338319778442383,
0.5518661141395569,
-0.050286248326301575,
-0.2485559582710266,
-0.3453761637210846,
0.7526690363883972,
-1.108298897743225,
-0.5017085075378418,
-0.8397526144981384,
-0.3550219237804413,
-0.16657473146915436,
0.2553892433643341,
0.1696438193321228,
0.3438469469547272,
0.047342780977487564,
0.0559924878180027,
0.2976919412612915,
-0.26831427216529846,
0.37202271819114685,
0.425302118062973,
-0.22198164463043213,
-1.0140910148620605,
0.8363233208656311,
0.1810397505760193,
-0.22459615767002106,
0.1224675178527832,
0.1115882620215416,
-0.4667728543281555,
-0.4660146236419678,
-0.46322354674339294,
0.3357791006565094,
-0.6945777535438538,
-0.261071115732193,
-0.6903800964355469,
-0.37833860516548157,
-0.6509118676185608,
-0.037932440638542175,
-0.08659440279006958,
-0.3869105577468872,
-0.14440138638019562,
-0.32968589663505554,
0.7077586054801941,
0.5089792609214783,
-0.17447629570960999,
0.3262558579444885,
-0.8086125254631042,
0.32422518730163574,
0.09795834869146347,
0.3404357135295868,
0.14438766241073608,
-0.6649165749549866,
-0.5227950215339661,
-0.05878806486725807,
-0.43181291222572327,
-1.0176926851272583,
0.5966026782989502,
0.051106903702020645,
0.23037996888160706,
0.612808346748352,
0.36866483092308044,
0.2636573314666748,
-0.11587562412023544,
1.0102027654647827,
0.1305457204580307,
-0.7016981840133667,
0.6523860692977905,
-0.567854106426239,
0.3021634817123413,
0.8699216246604919,
0.8903366327285767,
-0.5019556283950806,
-0.1898282915353775,
-0.5148322582244873,
-1.1957030296325684,
0.6879197955131531,
0.2970576882362366,
0.2471337467432022,
-0.0796276330947876,
0.3753593862056732,
-0.1756512075662613,
0.3508813679218292,
-0.9614630937576294,
-0.7246033549308777,
-0.43781378865242004,
-0.4386979043483734,
0.12686483561992645,
-0.6731954216957092,
-0.35151463747024536,
-0.6370185017585754,
0.8971522450447083,
0.25468242168426514,
0.30688759684562683,
0.4559237062931061,
0.1214829757809639,
-0.1468643844127655,
0.5210347771644592,
0.4632564187049866,
0.5869292616844177,
-0.4540015161037445,
-0.06808993965387344,
-0.06326877325773239,
-0.9477888941764832,
0.0872744768857956,
0.0211461391299963,
-0.3125686049461365,
-0.21767361462116241,
0.34271886944770813,
0.5752553939819336,
-0.34709930419921875,
-0.47790423035621643,
0.6539029479026794,
-0.1289353221654892,
-0.2439519315958023,
-0.777815580368042,
-0.1423734873533249,
-0.05940386280417442,
0.2446882575750351,
0.5304309129714966,
-0.01641968823969364,
0.2302648425102234,
-0.5508904457092285,
0.10597245395183563,
0.2950915992259979,
-0.47170180082321167,
-0.32632365822792053,
0.2657579481601715,
0.23743245005607605,
-0.24012820422649384,
0.6287943124771118,
-0.37085652351379395,
-0.7990755438804626,
0.6039785146713257,
0.2410011887550354,
1.0218793153762817,
-0.20954082906246185,
0.506513237953186,
0.845603883266449,
0.38169026374816895,
0.2271723747253418,
0.8745527863502502,
-0.054142292588949203,
-1.01298987865448,
-0.07873962819576263,
-0.8673107028007507,
-0.22996845841407776,
0.03491806611418724,
-0.9684658646583557,
0.23443304002285004,
-0.8749246597290039,
-0.3789158761501312,
-0.3093581795692444,
0.22356140613555908,
-0.4320230185985565,
0.2633560597896576,
-0.23260003328323364,
0.7332767844200134,
-0.8897474408149719,
0.565558135509491,
0.8886396288871765,
-0.7857269644737244,
-0.8505036234855652,
0.07523473352193832,
0.13861633837223053,
-0.49476760625839233,
0.382661372423172,
0.16685402393341064,
-0.19629760086536407,
-0.20293839275836945,
-0.6628371477127075,
-0.6552339792251587,
0.8891443610191345,
-0.40074095129966736,
-0.3616480529308319,
0.6599093079566956,
0.22403204441070557,
0.49573034048080444,
-0.42095237970352173,
0.10599114745855331,
0.6189747452735901,
0.5494803190231323,
-0.07123013585805893,
-0.3415199816226959,
0.25191330909729004,
-0.5026810765266418,
-0.39521998167037964,
0.07433636486530304,
-0.8672287464141846,
0.6388903856277466,
-0.16518718004226685,
-0.14768853783607483,
-0.17806649208068848,
0.7082871794700623,
0.18592654168605804,
0.49978065490722656,
0.43805772066116333,
0.8651536107063293,
0.5401405096054077,
-0.07980123907327652,
1.1325191259384155,
-0.32998770475387573,
0.3651030957698822,
0.9925719499588013,
-0.339772492647171,
1.0045586824417114,
0.3939897418022156,
-0.45138019323349,
0.996940553188324,
0.42228227853775024,
-0.1798682063817978,
0.7920236587524414,
-0.21571175754070282,
-0.3020671308040619,
0.031159862875938416,
-0.5510262250900269,
-0.4709138870239258,
0.3274167776107788,
0.42135089635849,
-0.5869637727737427,
0.19490735232830048,
-0.1293419748544693,
0.2663261592388153,
0.04400051385164261,
-0.4385364353656769,
0.8732389211654663,
-0.015737082809209824,
-0.42361927032470703,
0.4407304525375366,
0.26973757147789,
0.3924212157726288,
-0.42913734912872314,
0.00922207161784172,
-0.1403650939464569,
0.06982892006635666,
-0.6036999225616455,
-0.9896870851516724,
0.3149029016494751,
0.05800483003258705,
-0.555296778678894,
-0.13025008141994476,
0.5488337874412537,
-0.12664486467838287,
-0.9265507459640503,
0.16542750597000122,
0.4054466784000397,
-0.051833100616931915,
0.07771240919828415,
-0.8475556373596191,
0.24811384081840515,
0.29383769631385803,
-0.35156014561653137,
0.06235368549823761,
0.15106414258480072,
-0.06683962792158127,
0.29480475187301636,
0.6625936627388,
0.12591704726219177,
-0.17261385917663574,
0.39974457025527954,
1.0678852796554565,
-0.8554438948631287,
-0.5321718454360962,
-0.8139622211456299,
0.6399801969528198,
-0.38909196853637695,
-0.43196454644203186,
1.0488059520721436,
0.7175063490867615,
0.8747872710227966,
-0.17564766108989716,
1.0113037824630737,
-0.28124672174453735,
0.8019135594367981,
-0.44989898800849915,
1.0537513494491577,
-0.5479602813720703,
0.18342050909996033,
-0.46602848172187805,
-0.8274726271629333,
-0.25834357738494873,
0.7811899185180664,
-0.5327410697937012,
0.2658848762512207,
0.6276566982269287,
0.9814907908439636,
0.27559125423431396,
0.06549464911222458,
-0.08565063774585724,
0.5399708151817322,
0.13770510256290436,
0.1809477061033249,
0.7118111848831177,
-0.622510552406311,
0.3820602595806122,
-0.4147760272026062,
-0.23796822130680084,
-0.21516582369804382,
-0.6086565852165222,
-1.0089237689971924,
-0.647686243057251,
-0.5357683897018433,
-0.6930403709411621,
-0.34725674986839294,
1.0787999629974365,
0.33199959993362427,
-1.3029758930206299,
-0.4881528615951538,
0.27142855525016785,
0.34384551644325256,
-0.2945956289768219,
-0.2864452004432678,
0.8035403490066528,
0.17169497907161713,
-0.4980212152004242,
-0.11542662978172302,
0.13403791189193726,
-0.04688258096575737,
-0.051038630306720734,
-0.11665116250514984,
-0.365178644657135,
0.10563886165618896,
0.5892181396484375,
0.25834986567497253,
-0.5299997925758362,
-0.021474944427609444,
-0.14849317073822021,
-0.10605122894048691,
0.1988043487071991,
0.5287808775901794,
-0.3173426389694214,
0.2220926582813263,
0.54133540391922,
0.2955140471458435,
0.2988276481628418,
0.22238017618656158,
0.0012193460715934634,
-0.6411681771278381,
0.09850027412176132,
0.16410358250141144,
0.3403334319591522,
0.2696179747581482,
-0.46659016609191895,
0.41912320256233215,
0.1838923990726471,
-0.5362406373023987,
-0.648474931716919,
0.169148251414299,
-1.3389948606491089,
0.07011248171329498,
1.2493326663970947,
-0.09290117025375366,
-0.17532776296138763,
-0.36286643147468567,
-0.4187668263912201,
0.24607720971107483,
-0.8740621209144592,
0.858931303024292,
0.9185414910316467,
-0.0797584131360054,
-0.07642053067684174,
-0.46263015270233154,
0.6866567730903625,
0.31542637944221497,
-0.9902197122573853,
-0.09291096031665802,
0.3892194330692291,
0.2572479248046875,
0.24019092321395874,
0.6156778931617737,
-0.3283245265483856,
0.2246144562959671,
-0.2958456873893738,
0.27952125668525696,
0.09294217824935913,
-0.2726796567440033,
-0.365348219871521,
0.29370927810668945,
0.1484321802854538,
-0.141488179564476
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
huggingartists/slava-marlow | huggingartists | 2022-10-25T09:45:03Z | 394 | 0 | null | [
"language:en",
"huggingartists",
"lyrics",
"region:us"
] | 2022-10-25T09:45:03Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
language:
- en
tags:
- huggingartists
- lyrics
---
# Dataset Card for "huggingartists/slava-marlow"
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [How to use](#how-to-use)
- [Dataset Structure](#dataset-structure)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [About](#about)
## Dataset Description
- **Homepage:** [https://github.com/AlekseyKorshuk/huggingartists](https://github.com/AlekseyKorshuk/huggingartists)
- **Repository:** [https://github.com/AlekseyKorshuk/huggingartists](https://github.com/AlekseyKorshuk/huggingartists)
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Size of the generated dataset:** 0.471147 MB
<div class="inline-flex flex-col" style="line-height: 1.5;">
<div class="flex">
<div style="display:DISPLAY_1; margin-left: auto; margin-right: auto; width: 92px; height:92px; border-radius: 50%; background-size: cover; background-image: url('https://images.genius.com/e308b1bc9eeb159ecfa9d807d715f095.1000x1000x1.jpg')">
</div>
</div>
<a href="https://huggingface.co/huggingartists/slava-marlow">
<div style="text-align: center; margin-top: 3px; font-size: 16px; font-weight: 800">🤖 HuggingArtists Model 🤖</div>
</a>
<div style="text-align: center; font-size: 16px; font-weight: 800">SLAVA MARLOW</div>
<a href="https://genius.com/artists/slava-marlow">
<div style="text-align: center; font-size: 14px;">@slava-marlow</div>
</a>
</div>
### Dataset Summary
The Lyrics dataset parsed from Genius. This dataset is designed to generate lyrics with HuggingArtists.
Model is available [here](https://huggingface.co/huggingartists/slava-marlow).
### Supported Tasks and Leaderboards
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Languages
en
## How to use
How to load this dataset directly with the datasets library:
```python
from datasets import load_dataset
dataset = load_dataset("huggingartists/slava-marlow")
```
## Dataset Structure
An example of 'train' looks as follows.
```
This example was too long and was cropped:
{
"text": "Look, I was gonna go easy on you\nNot to hurt your feelings\nBut I'm only going to get this one chance\nSomething's wrong, I can feel it..."
}
```
### Data Fields
The data fields are the same among all splits.
- `text`: a `string` feature.
### Data Splits
| train |validation|test|
|------:|---------:|---:|
|249| -| -|
'Train' can be easily divided into 'train' & 'validation' & 'test' with few lines of code:
```python
from datasets import load_dataset, Dataset, DatasetDict
import numpy as np
datasets = load_dataset("huggingartists/slava-marlow")
train_percentage = 0.9
validation_percentage = 0.07
test_percentage = 0.03
train, validation, test = np.split(datasets['train']['text'], [int(len(datasets['train']['text'])*train_percentage), int(len(datasets['train']['text'])*(train_percentage + validation_percentage))])
datasets = DatasetDict(
{
'train': Dataset.from_dict({'text': list(train)}),
'validation': Dataset.from_dict({'text': list(validation)}),
'test': Dataset.from_dict({'text': list(test)})
}
)
```
## Dataset Creation
### Curation Rationale
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the source language producers?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Annotations
#### Annotation process
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the annotators?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Personal and Sensitive Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Discussion of Biases
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Other Known Limitations
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Additional Information
### Dataset Curators
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Licensing Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Citation Information
```
@InProceedings{huggingartists,
author={Aleksey Korshuk}
year=2021
}
```
## About
*Built by Aleksey Korshuk*
[](https://github.com/AlekseyKorshuk)
[](https://twitter.com/intent/follow?screen_name=alekseykorshuk)
[](https://t.me/joinchat/_CQ04KjcJ-4yZTky)
For more details, visit the project repository.
[](https://github.com/AlekseyKorshuk/huggingartists)
| [
-0.5878971219062805,
-0.5071532130241394,
0.06473471969366074,
0.30207836627960205,
-0.24809078872203827,
-0.01316041685640812,
-0.2959628105163574,
-0.45690077543258667,
0.8881633281707764,
0.35276705026626587,
-0.8902614712715149,
-0.7938386797904968,
-0.5740252137184143,
0.12784439325332642,
-0.07280577719211578,
1.319339394569397,
-0.1748560518026352,
-0.37581896781921387,
-0.3537702262401581,
-0.2666108012199402,
-0.31425580382347107,
-0.2885052263736725,
-0.2758617699146271,
-0.32671061158180237,
0.36461392045021057,
0.4931791424751282,
0.700288712978363,
0.827244758605957,
0.47770458459854126,
0.3506000339984894,
-0.147817462682724,
0.05220619961619377,
-0.34757348895072937,
-0.0386173389852047,
0.1758977621793747,
-0.3002481758594513,
-0.68956458568573,
0.2436450719833374,
0.529326856136322,
0.4032793343067169,
-0.08071112632751465,
0.5602644085884094,
0.06191552057862282,
0.8619670271873474,
-0.32862016558647156,
0.5172819495201111,
-0.27497005462646484,
-0.1410360187292099,
-0.3105175495147705,
0.07979734987020493,
0.13473789393901825,
-0.6354023218154907,
-0.06345509737730026,
-0.7319360375404358,
0.011303558014333248,
0.013560522347688675,
1.0241767168045044,
0.0430091992020607,
0.10278904438018799,
-0.2268010675907135,
-0.1352701634168625,
0.5611996054649353,
-0.6151195764541626,
-0.04522944241762161,
0.6237092614173889,
0.15959596633911133,
0.018786737695336342,
-0.5907148122787476,
-0.5787271857261658,
0.0812949687242508,
-0.19453006982803345,
0.23876294493675232,
-0.10645406693220139,
-0.32696273922920227,
0.5309527516365051,
0.5346501469612122,
-0.5102448463439941,
-0.28235504031181335,
-0.553278386592865,
-0.12332351505756378,
1.2012807130813599,
0.17567798495292664,
0.39711928367614746,
-0.45977455377578735,
-0.1900949478149414,
-0.3269619047641754,
-0.23409631848335266,
0.342489629983902,
0.5265703797340393,
0.4801746904850006,
-0.967710018157959,
0.6370781064033508,
-0.16706646978855133,
0.557052731513977,
0.12428063899278641,
-0.09477982670068741,
0.8188288807868958,
-0.39414194226264954,
-0.16032330691814423,
-0.11133036017417908,
1.0293655395507812,
0.6564439535140991,
0.159364253282547,
0.1531161218881607,
-0.08634182065725327,
0.020877238363027573,
-0.17498886585235596,
-0.8332173228263855,
-0.38270318508148193,
0.6329511404037476,
-0.5920096635818481,
-0.6047323346138,
0.07898921519517899,
-1.02167546749115,
-0.26950058341026306,
-0.3101367950439453,
0.2505995035171509,
-0.3669707477092743,
-0.5501543283462524,
0.13833118975162506,
-0.2362147867679596,
0.1621749997138977,
0.07125908881425858,
-0.6508930921554565,
0.17451320588588715,
0.5726470351219177,
0.779615044593811,
0.22213150560855865,
-0.32211145758628845,
-0.241923525929451,
-0.19671940803527832,
-0.11838503181934357,
0.6374000310897827,
-0.3149682283401489,
-0.32806143164634705,
-0.16155646741390228,
0.3343774974346161,
-0.12921026349067688,
-0.2554894685745239,
0.9031238555908203,
0.06115734204649925,
0.15674623847007751,
-0.5888172388076782,
-0.4160389304161072,
0.019982725381851196,
0.25778600573539734,
-0.7512462139129639,
1.0848661661148071,
0.26706528663635254,
-1.0221391916275024,
0.1915699988603592,
-0.8120269179344177,
-0.31919926404953003,
0.027077566832304,
0.0759492963552475,
-0.8351538181304932,
-0.13926759362220764,
0.18140339851379395,
0.7242987751960754,
-0.32649755477905273,
0.01479183416813612,
-0.6042217016220093,
-0.11995653808116913,
0.3687869608402252,
0.26686158776283264,
1.1965453624725342,
0.17829042673110962,
-0.12523502111434937,
0.06308875232934952,
-0.9526651501655579,
0.13654199242591858,
0.487190306186676,
-0.10194830596446991,
-0.15470729768276215,
-0.28202733397483826,
0.3844103515148163,
0.2865429222583771,
0.10233286023139954,
-0.5797193050384521,
0.4102235734462738,
-0.16441641747951508,
0.4499290883541107,
0.7542006969451904,
-0.01278441771864891,
0.32792770862579346,
-0.6409820914268494,
0.4169875681400299,
0.07338231056928635,
0.3997891843318939,
-0.07279762625694275,
-0.5850549340248108,
-0.4854511022567749,
-0.24927546083927155,
0.285532146692276,
0.4371260404586792,
-0.6247652769088745,
0.939560055732727,
-0.281830757856369,
-0.8467912077903748,
-0.6583335995674133,
0.1361866593360901,
0.18816399574279785,
0.496341347694397,
0.3476448059082031,
-0.40464624762535095,
-0.620045006275177,
-0.6532348990440369,
0.06411786377429962,
-0.23855838179588318,
0.24545535445213318,
0.39292970299720764,
0.8371902108192444,
-0.21611325442790985,
0.8414521217346191,
-0.703623354434967,
-0.2619476020336151,
-0.2375393956899643,
-0.3164394199848175,
0.3970228433609009,
0.7842815518379211,
0.6562672853469849,
-0.8555954694747925,
-0.5059940814971924,
-0.24867413938045502,
-0.7301859855651855,
-0.12748810648918152,
-0.03500261902809143,
-0.24537579715251923,
0.03641948848962784,
0.07638851553201675,
-0.7389225959777832,
0.5811113119125366,
0.4973398447036743,
-0.6752417087554932,
0.5953032970428467,
0.10687750577926636,
0.0206419937312603,
-1.259599208831787,
0.3411239683628082,
0.21561431884765625,
0.04337017610669136,
-0.6513026356697083,
-0.1834324598312378,
-0.04932015761733055,
-0.05693318694829941,
-0.12353982776403427,
0.5827881693840027,
-0.3586275279521942,
0.24752570688724518,
0.13295160233974457,
0.044679194688797,
0.1220831349492073,
0.4484905004501343,
-0.11331630498170853,
0.3300335109233856,
0.9919687509536743,
-0.35751721262931824,
0.6346338987350464,
0.5949467420578003,
-0.19376374781131744,
0.8558586835861206,
-0.796367347240448,
0.020555712282657623,
-0.2916285991668701,
0.3847135305404663,
-0.8223609924316406,
-0.5031611919403076,
0.7816765904426575,
-0.6800488233566284,
0.38856127858161926,
-0.22909554839134216,
-0.5219735503196716,
-0.7735372185707092,
-0.6810997724533081,
0.16423837840557098,
0.5494304299354553,
-0.34653937816619873,
0.41698816418647766,
0.6073494553565979,
0.07458308339118958,
-0.38708993792533875,
-0.8242530226707458,
-0.1333155333995819,
-0.4111403524875641,
-0.8139355778694153,
0.33478155732154846,
-0.3373039662837982,
-0.1092120110988617,
0.09991320222616196,
0.09046537429094315,
0.09303858131170273,
0.00711999274790287,
0.4492521286010742,
0.300001323223114,
0.09668774902820587,
0.011812074109911919,
-0.09910871088504791,
-0.23075349628925323,
0.08603626489639282,
-0.21253663301467896,
0.24825802445411682,
-0.33426564931869507,
-0.14721736311912537,
-0.6352623105049133,
0.20166164636611938,
0.4768725037574768,
-0.30192822217941284,
0.7079996466636658,
0.8117514848709106,
-0.23679186403751373,
-0.003471712814643979,
-0.51715487241745,
-0.11400170624256134,
-0.4097558259963989,
-0.001330582075752318,
-0.25516489148139954,
-0.5837864279747009,
0.9339666366577148,
0.21884214878082275,
0.1030355915427208,
0.6476311683654785,
0.4749699831008911,
-0.056961096823215485,
0.6536401510238647,
0.3671242296695709,
-0.2552333474159241,
0.47276970744132996,
-0.6684410572052002,
-0.22180837392807007,
-0.8646203875541687,
-0.485862135887146,
-0.5032029151916504,
-0.4527417719364166,
-0.835164487361908,
-0.44617459177970886,
0.13789713382720947,
0.1108856052160263,
-0.22166942059993744,
0.46151217818260193,
-0.9634550213813782,
0.28119412064552307,
0.3052898049354553,
0.25612229108810425,
-0.1121540367603302,
0.071730837225914,
0.06960918754339218,
0.08759009838104248,
-0.5347158312797546,
-0.25626951456069946,
1.1194514036178589,
0.5141837000846863,
0.5823783874511719,
-0.09045121818780899,
0.8718245029449463,
0.0631120577454567,
0.20096014440059662,
-0.47758543491363525,
0.5251231789588928,
0.05006720498204231,
-0.4818374514579773,
-0.1484563797712326,
-0.4502606987953186,
-0.8911033272743225,
-0.10126353055238724,
-0.4258822500705719,
-0.7163510918617249,
0.4817149043083191,
0.05528223514556885,
-0.18610025942325592,
0.38102513551712036,
-0.6149757504463196,
0.814403772354126,
-0.06046096608042717,
-0.47670578956604004,
0.30335965752601624,
-1.0202715396881104,
0.2363930493593216,
0.17290207743644714,
0.319580614566803,
-0.4665944278240204,
0.02602802775800228,
0.9889050722122192,
-0.8283373117446899,
0.9455267786979675,
-0.39598768949508667,
0.14721421897411346,
0.5691582560539246,
-0.3152497112751007,
0.46509066224098206,
0.10619747638702393,
-0.30238568782806396,
0.3017975687980652,
0.036467257887125015,
-0.5015147924423218,
-0.4453822672367096,
0.6995419263839722,
-0.7302258610725403,
0.030457034707069397,
-0.39942437410354614,
-0.4946448504924774,
0.07292026281356812,
0.19425351917743683,
0.19424772262573242,
0.3384258449077606,
0.07124854624271393,
0.09908758103847504,
0.47135815024375916,
-0.12415577471256256,
0.2902795672416687,
0.003269906621426344,
-0.14949379861354828,
-0.7800079584121704,
0.9112043380737305,
0.17677639424800873,
0.05798733979463577,
-0.07457802444696426,
0.4305403232574463,
-0.35307106375694275,
-0.1409616321325302,
-0.5992197394371033,
0.48567554354667664,
-0.4181852638721466,
-0.39797767996788025,
-0.5000889301300049,
-0.1912783831357956,
-0.6499606966972351,
-0.15162457525730133,
-0.24781762063503265,
-0.5348392128944397,
-0.29940110445022583,
-0.19772450625896454,
1.0514869689941406,
0.4959909915924072,
-0.6331644058227539,
0.0953478142619133,
-0.5130831003189087,
0.22119228541851044,
-0.04578176513314247,
0.6132733821868896,
-0.06998009234666824,
-0.324796587228775,
-0.23866264522075653,
0.10002756118774414,
-0.18278449773788452,
-0.7075520753860474,
0.2923947870731354,
-0.016025729477405548,
0.37163496017456055,
0.0877789855003357,
0.12027523666620255,
0.7227939367294312,
-0.05325766280293465,
0.6844853162765503,
0.29192525148391724,
-0.8032771348953247,
0.6989167332649231,
-0.46084627509117126,
0.18239383399486542,
0.7573749423027039,
0.37226247787475586,
-0.5963520407676697,
-0.14545318484306335,
-0.9285688996315002,
-0.8533931374549866,
0.7984837293624878,
0.4469229578971863,
0.04818293824791908,
0.25637590885162354,
0.5449309349060059,
-0.16278940439224243,
0.2985039949417114,
-0.6626036763191223,
-0.8522409200668335,
-0.4229871928691864,
-0.3307061493396759,
-0.025521114468574524,
-0.1112050786614418,
-0.24445927143096924,
-0.6755924224853516,
0.7771937847137451,
-0.11171168088912964,
0.2954721450805664,
0.38614383339881897,
0.36328279972076416,
-0.19421187043190002,
-0.01442412007600069,
0.3496946096420288,
0.3752845525741577,
-0.24945269525051117,
-0.2691052258014679,
-0.10100558400154114,
-0.6586742997169495,
-0.05802612751722336,
0.4705605208873749,
-0.3790052831172943,
-0.06986479461193085,
0.2951180338859558,
0.9116955399513245,
-0.021365925669670105,
-0.2412150800228119,
0.5839365124702454,
-0.08183406293392181,
-0.3782798945903778,
-0.39727693796157837,
-0.02755155973136425,
0.16322481632232666,
0.22601883113384247,
0.10140744596719742,
0.10164449363946915,
-0.12540839612483978,
-0.3537802994251251,
0.4138239026069641,
0.23828570544719696,
-0.35529106855392456,
-0.4883193373680115,
0.5897170901298523,
0.041187237948179245,
-0.15615695714950562,
0.43182629346847534,
-0.169552281498909,
-0.5777632594108582,
0.7718280553817749,
0.15885405242443085,
0.812408983707428,
-0.19537322223186493,
0.34779664874076843,
0.7249345183372498,
0.225716695189476,
-0.03490700200200081,
0.5021209120750427,
-0.21610940992832184,
-0.5703413486480713,
-0.06696081161499023,
-0.6346080303192139,
-0.09498651325702667,
0.05951638147234917,
-0.8384833931922913,
0.45387932658195496,
-0.48458606004714966,
-0.2201107293367386,
0.03252227231860161,
0.41708189249038696,
-0.6812227964401245,
0.17202948033809662,
-0.0256919264793396,
1.0335954427719116,
-1.1358829736709595,
0.48803189396858215,
0.7277208566665649,
-0.7055371999740601,
-1.1540905237197876,
-0.1605181097984314,
0.19681872427463531,
-0.6062064170837402,
0.24115143716335297,
0.22006843984127045,
0.5215857625007629,
-0.14472275972366333,
-0.8764705061912537,
-0.6975563764572144,
1.2395076751708984,
0.016627412289381027,
-0.18970876932144165,
0.3379274904727936,
0.1608750820159912,
0.6075772643089294,
-0.3803841769695282,
0.3993735611438751,
0.6424633264541626,
0.6866695880889893,
0.35558533668518066,
-0.741858720779419,
0.31348472833633423,
-0.6233845353126526,
-0.1720067709684372,
0.07781434059143066,
-1.0269765853881836,
0.6691402196884155,
-0.17643840610980988,
0.0021668875124305487,
-0.0030343837570399046,
0.664463996887207,
0.4903033673763275,
0.4723495543003082,
0.4570330083370209,
0.7510777115821838,
0.8308112025260925,
-0.2671963572502136,
1.125712513923645,
-0.24930211901664734,
0.6436594128608704,
0.7719240784645081,
-0.0111842080950737,
0.4772357642650604,
0.2648473381996155,
-0.3761008083820343,
0.511043906211853,
0.6627193093299866,
-0.40483513474464417,
0.24098864197731018,
0.370588093996048,
-0.06596435606479645,
-0.04089542478322983,
-0.2879166305065155,
-0.5831602215766907,
0.29793477058410645,
0.25234732031822205,
-0.32547691464424133,
-0.015294818207621574,
0.0007199401152320206,
0.4049454629421234,
-0.019022643566131592,
-0.29128921031951904,
0.6255674958229065,
0.07147581875324249,
-0.3313899040222168,
0.5750635266304016,
-0.24373272061347961,
0.6936007738113403,
-0.5988861322402954,
0.13421224057674408,
-0.1403525024652481,
0.08637901395559311,
-0.6662218570709229,
-1.0760855674743652,
0.4250146746635437,
-0.09478438645601273,
-0.2302664816379547,
-0.31974607706069946,
0.8008617162704468,
-0.4981430172920227,
-0.7730416655540466,
0.18395620584487915,
0.16724622249603271,
0.3578336834907532,
0.21403048932552338,
-1.309327244758606,
0.6335367560386658,
0.1819932609796524,
-0.45435914397239685,
0.1647646427154541,
0.49067142605781555,
0.1338067203760147,
0.5275118350982666,
0.7029442191123962,
0.2597045302391052,
-0.22915609180927277,
0.03969769924879074,
1.0952987670898438,
-0.5392592549324036,
-0.4420536756515503,
-0.7657977342605591,
0.8994494676589966,
-0.40837112069129944,
-0.3597045838832855,
0.7412416934967041,
0.7622806429862976,
0.7803233861923218,
0.01780519261956215,
0.7950011491775513,
-0.6340068578720093,
0.6367188096046448,
-0.1882213056087494,
0.9344586133956909,
-0.701251208782196,
-0.04560701176524162,
-0.7308526039123535,
-0.5123782157897949,
-0.42300453782081604,
0.6268581748008728,
-0.20110498368740082,
0.172491654753685,
0.25739923119544983,
0.9360002279281616,
0.024979624897241592,
0.18529297411441803,
-0.2060427963733673,
0.2996000349521637,
0.2848072052001953,
0.552875280380249,
0.41340285539627075,
-0.9081955552101135,
0.3386780619621277,
-0.7730998396873474,
-0.3218562602996826,
0.005400565452873707,
-0.8704967498779297,
-0.9032099843025208,
-0.9876396059989929,
-0.6499056816101074,
-0.7930451035499573,
-0.2547316253185272,
1.0928778648376465,
0.7093323469161987,
-0.7085481286048889,
-0.2760051488876343,
0.11050540208816528,
0.3065928816795349,
-0.05969402566552162,
-0.3116939961910248,
0.6605357527732849,
0.2994328439235687,
-0.5826802849769592,
-0.1585863083600998,
0.0307325329631567,
0.22507353127002716,
0.031978461891412735,
-0.09403477609157562,
-0.15923069417476654,
-0.25781187415122986,
0.37243667244911194,
0.49441006779670715,
-0.32145461440086365,
-0.05370470881462097,
-0.2550770342350006,
0.016827333718538284,
0.1352514773607254,
0.46794965863227844,
-0.5038366913795471,
0.21593523025512695,
0.6359316110610962,
0.2961977422237396,
0.47650936245918274,
0.1774488240480423,
-0.03842099756002426,
-0.4846761226654053,
0.15383486449718475,
-0.015578129328787327,
0.296318382024765,
0.38824981451034546,
-0.46568137407302856,
0.7667972445487976,
0.5622729063034058,
-0.5692659616470337,
-0.8799824714660645,
-0.14873771369457245,
-1.2760857343673706,
0.12447603046894073,
1.0606410503387451,
-0.02456090599298477,
-0.6315851211547852,
0.06777534633874893,
-0.23430897295475006,
0.10303471237421036,
-0.5840213298797607,
0.4199170470237732,
0.48113539814949036,
-0.10381128638982773,
0.10791586339473724,
-0.3670976459980011,
0.6277678608894348,
0.020047619938850403,
-0.9649959206581116,
0.20752419531345367,
0.39816346764564514,
0.44232651591300964,
0.3383161127567291,
0.8199860453605652,
-0.2614501118659973,
0.04494009166955948,
-0.056720003485679626,
0.29424405097961426,
-0.307737797498703,
0.051235899329185486,
-0.3917788863182068,
-0.12993183732032776,
-0.4528345763683319,
-0.24254348874092102
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
taeshahn/ko-lima | taeshahn | 2023-11-28T05:25:02Z | 394 | 9 | null | [
"license:cc-by-nc-sa-4.0",
"arxiv:2305.11206",
"region:us"
] | 2023-11-28T05:25:02Z | 2023-06-13T15:10:24.000Z | 2023-06-13T15:10:24 | ---
license: cc-by-nc-sa-4.0
---
# Dataset Card for KoLIMA
## Dataset Description
KoLIMA는 Meta에서 공개한 [LIMA: Less Is More for Alignment](https://arxiv.org/abs/2305.11206) (Zhou et al., 2023)의 [학습 데이터](https://huggingface.co/datasets/GAIR/lima)를 한국어로 번역한 데이터셋입니다. 번역에는 [DeepL API](https://www.deepl.com/docs-api)를 활용하였고, SK(주) Tech Collaborative Lab으로부터 비용을 지원받았습니다. 전체 텍스트 중에서 code block이나 수식을 나타내는 특수문자 사이의 텍스트는 원문을 유지하는 형태로 번역을 진행하였으며, `train` 데이터셋 1,030건과 `test` 데이터셋 300건으로 구성된 총 1,330건의 데이터를 활용하실 수 있습니다. 현재 동일한 번역 문장을 `plain`, `vicuna` 두 가지 포멧으로 제공합니다.
데이터셋 관련하여 문의가 있으신 경우 [메일](mailto:taes.hahn@gmail.com)을 통해 연락주세요! 🥰
This is Korean LIMA dataset, which is translated from the [LIMA dataset](https://huggingface.co/datasets/GAIR/lima) that Meta's [LIMA model](https://arxiv.org/abs/2305.11206) (Zhou et al., 2023) was trained on. The translation has proceeded through [DeepL API](https://www.deepl.com/docs-api) with financial support from Tech Collaborative Lab in SK Inc.
Please feel free to contact me if you have any question on the dataset.
I'm best reached via [email](mailto:taes.hahn@gmail.com).
#### Changelog
- [29 June 2023] New format added: `vicuna` format with the same translation is now available.
- [16 June 2023] Enhanced Translation: keep the text enclosed in special characters, e.g. `$` and `` ` ``, intact without translation.
- [14 June 2023] First upload.
### Usage
```python
>>> from datasets import load_dataset
>>> ko_lima = load_dataset('taeshahn/ko-lima', 'plain') # or load_dataset('taeshahn/ko-lima')
>>> ko_lima_vicuna = load_dataset('taeshahn/ko-lima', 'vicuna')
```
```python
>>> ko_lima['train'][1025]
{
'conversations': [
'저는 케냐 출신입니다. 망명을 신청하고 싶은데 비자없이 네덜란드로 망명을 신청하기 위해 여행할 수 있나요? 케냐항공에서 여권을 소지한 경우 스키폴 공항으로 가는 비자없이 비행기에 탑승할 수 있나요?',
'항공사가 탑승을 허용할 가능성은 극히 낮습니다. 네덜란드에 입국하려는 케냐 시민은 비자, 체류 기간에 필요한 충분한 자금 증명, 다음 목적지 입국에 필요한 서류를 소지해야 합니다. 또한 항공사는 케냐에서 출발하는 승객에 대해 특별 조사를 실시해야 합니다:\n\n> 다음 공항에서 네덜란드로 운항하는 항공사:\n\n아부다비(AUH), 아크라(ACC), 바레인(BAH), 베이징 캐피탈(PEK), 보리스필(KBP), 카이로(CAI), 담만(DMM), 다르에스살람(DAR), 두바이(DXB), 엔테베(EBB), 광저우(CAN), 홍콩(HKG), 하마드(DOH), 이스탄불 아타튀르크(IST), 이스탄불 사비하곡첸(SAW), 요하네스버그(JNB), 키갈리(KGL), 킬리만자로(JRO), 쿠알라룸푸르(KUL), 쿠웨이트(KWI), 라고스(LOS), 모스크바 셰레메티예보(SVO), 무스카트(MCT), 나이로비(NB ), 뉴델리(DEL), 상파울루(GRU), 싱가포르(SIN) 및 테헤란(IKA)은 네덜란드 도착 시 적절한 여행 서류가 없어 입국할 수 없는 경우 해당 항공편의 모든 승객의 여행 서류 사본을 제출하셔야 합니다. 사본에는 여권/여행 서류의 데이터 페이지, 비자가 있는 페이지, 출국/통관 스탬프가 있는 페이지(해당되는 경우)가 포함되어야 합니다. 이러한 입국 규정을 준수하지 않을 경우 항공사에 승객 1인당 최대 11,250유로의 벌금이 부과될 수 있습니다.\n\n마지막 문장에서 볼 수 있듯이 항공사는 탑승 전에 여행 서류를 확인해야 하는 강력한 인센티브를 갖게 됩니다.',
'인용된 자료의 출처는 무엇인가요?',
'출처는 항공을 통해 해외로 여행하는 승객의 여권 및 비자 요건과 같은 서류 요건이 포함된 데이터베이스인 Timatic(여행 정보 매뉴얼 자동)에서 가져온 것입니다. 위의 답변은 목적지가 네덜란드이고 귀국/귀국 여행 증빙이 있으며 5일간 체류할 계획이며 케냐 여권의 유효 기간이 약 3년 남은 케냐 시민이 케냐에서 직접 여행하는 시나리오를 기반으로 한 것입니다.'
],
'source': 'multi_turn'
}
```
```python
>>> ko_lima_vicuna['train'][1025]
{
'id': '1026-multi_turn',
'conversations': [
{
'from': '사람',
'value': '저는 케냐 출신입니다. 망명을 신청하고 싶은데 비자없이 네덜란드로 망명을 신청하기 위해 여행할 수 있나요? 케냐항공에서 여권을 소지한 경우 스키폴 공항으로 가는 비자없이 비행기에 탑승할 수 있나요?'
},
{
'from': '어시스턴트',
'value': '항공사가 탑승을 허용할 가능성은 극히 낮습니다. 네덜란드에 입국하려는 케냐 시민은 비자, 체류 기간에 필요한 충분한 자금 증명, 다음 목적지 입국에 필요한 서류를 소지해야 합니다. 또한 항공사는 케냐에서 출발하는 승객에 대해 특별 조사를 실시해야 합니다:\n\n> 다음 공항에서 네덜란드로 운항하는 항공사:\n\n아부다비(AUH), 아크라(ACC), 바레인(BAH), 베이징 캐피탈(PEK), 보리스필(KBP), 카이로(CAI), 담만(DMM), 다르에스살람(DAR), 두바이(DXB), 엔테베(EBB), 광저우(CAN), 홍콩(HKG), 하마드(DOH), 이스탄불 아타튀르크(IST), 이스탄불 사비하곡첸(SAW), 요하네스버그(JNB), 키갈리(KGL), 킬리만자로(JRO), 쿠알라룸푸르(KUL), 쿠웨이트(KWI), 라고스(LOS), 모스크바 셰레메티예보(SVO), 무스카트(MCT), 나이로비(NB ), 뉴델리(DEL), 상파울루(GRU), 싱가포르(SIN) 및 테헤란(IKA)은 네덜란드 도착 시 적절한 여행 서류가 없어 입국할 수 없는 경우 해당 항공편의 모든 승객의 여행 서류 사본을 제출하셔야 합니다. 사본에는 여권/여행 서류의 데이터 페이지, 비자가 있는 페이지, 출국/통관 스탬프가 있는 페이지(해당되는 경우)가 포함되어야 합니다. 이러한 입국 규정을 준수하지 않을 경우 항공사에 승객 1인당 최대 11,250유로의 벌금이 부과될 수 있습니다.\n\n마지막 문장에서 볼 수 있듯이 항공사는 탑승 전에 여행 서류를 확인해야 하는 강력한 인센티브를 갖게 됩니다.'
},
{
'from': '사람',
'value': '인용된 자료의 출처는 무엇인가요?'
},
{
'from': '어시스턴트',
'value': '출처는 항공을 통해 해외로 여행하는 승객의 여권 및 비자 요건과 같은 서류 요건이 포함된 데이터베이스인 Timatic(여행 정보 매뉴얼 자동)에서 가져온 것입니다. 위의 답변은 목적지가 네덜란드이고 귀국/귀국 여행 증빙이 있으며 5일간 체류할 계획이며 케냐 여권의 유효 기간이 약 3년 남은 케냐 시민이 케냐에서 직접 여행하는 시나리오를 기반으로 한 것입니다.'
}
]
}
```
### Citation Information
```
@InProceedings{kolimadataset,
title = {KoLIMA: Korean LIMA Dataset for Efficient Instruction-tuning},
author = {Hahn, Taeseung},
year = {2023}
}
```
| [
-0.6520999670028687,
-0.5498061776161194,
0.3684922456741333,
0.2775211036205292,
-0.5201561450958252,
-0.11227235198020935,
0.21566161513328552,
-0.2686300575733185,
0.7003735899925232,
0.2594314217567444,
-0.4576246440410614,
-0.6258518695831299,
-0.6550166606903076,
0.17435620725154877,
-0.0438041165471077,
0.6314380168914795,
-0.1576996147632599,
-0.03962819650769234,
0.11071813851594925,
-0.12174215167760849,
-0.6340510249137878,
-0.3069767355918884,
-0.7735346555709839,
-0.20123237371444702,
-0.021494213491678238,
0.32665157318115234,
0.5965518355369568,
0.5679745078086853,
0.5618358850479126,
0.47111356258392334,
0.02848256565630436,
0.15301747620105743,
-0.20485563576221466,
-0.11242998391389847,
0.25916293263435364,
-0.5012125968933105,
-0.3081377148628235,
-0.15869204699993134,
0.5703069567680359,
0.6793448328971863,
-0.09882400184869766,
0.5208656787872314,
0.05531243234872818,
1.0727159976959229,
-0.44807642698287964,
0.3035033345222473,
0.02941676788032055,
0.07713188230991364,
-0.10546310245990753,
-0.32714179158210754,
0.2611061930656433,
-0.8906246423721313,
-0.11672095954418182,
-0.7466710805892944,
-0.07101498544216156,
0.1695302575826645,
1.383484959602356,
-0.13723909854888916,
-0.2696881890296936,
-0.3614612817764282,
-0.5752112865447998,
0.9830204844474792,
-0.8580490350723267,
0.26222845911979675,
0.6181618571281433,
0.2092353254556656,
-0.3476700484752655,
-0.5713216662406921,
-0.7785353064537048,
0.1538444459438324,
-0.40266650915145874,
0.4887720048427582,
0.07387561351060867,
-0.5786081552505493,
0.252572238445282,
0.3920303285121918,
-0.44013383984565735,
-0.169867143034935,
-0.3754771649837494,
0.07694616168737411,
0.8553858399391174,
0.3747932016849518,
0.6817740201950073,
-0.6705379486083984,
-0.6579613089561462,
-0.11828865110874176,
-0.21822702884674072,
0.5163128972053528,
0.3586122989654541,
0.04957054555416107,
-0.5212799310684204,
0.6658354997634888,
-0.4097426235675812,
0.41022029519081116,
0.23408633470535278,
-0.4408411681652069,
0.7215796709060669,
-0.9380966424942017,
-0.7061781883239746,
0.08049321174621582,
1.1905570030212402,
0.7402390837669373,
-0.05542124807834625,
0.253576397895813,
-0.048474956303834915,
-0.11938183754682541,
-0.18691520392894745,
-0.8389754295349121,
-0.06491635739803314,
0.41743776202201843,
-0.6728197932243347,
-0.34020259976387024,
0.31077250838279724,
-1.4640440940856934,
-0.04100450128316879,
-0.46385303139686584,
0.3223312199115753,
-0.4541836082935333,
-0.6245039701461792,
0.22641833126544952,
0.09130531549453735,
0.1979445219039917,
0.34723371267318726,
-0.6425711512565613,
0.5047937631607056,
0.14587481319904327,
1.1084179878234863,
0.2758685052394867,
-0.023152731359004974,
0.27071651816368103,
0.13341601192951202,
-0.46798476576805115,
0.8364336490631104,
0.13483139872550964,
-0.533670961856842,
-0.19887356460094452,
0.1564752608537674,
-0.5103569626808167,
-0.20136839151382446,
0.5488777756690979,
-0.10986071825027466,
0.16337890923023224,
-0.24712486565113068,
-0.3662162125110626,
-0.11388272792100906,
0.4711478650569916,
-0.7419486045837402,
1.3946433067321777,
0.11020951718091965,
-1.046513319015503,
0.20165102183818817,
-0.6170502305030823,
-0.26723557710647583,
0.02413579821586609,
-0.0163697749376297,
-0.6733220815658569,
-0.3126354217529297,
0.5530127286911011,
0.5939229130744934,
-0.399613618850708,
-0.016274182125926018,
-0.09835173189640045,
-0.3705197870731354,
0.34604743123054504,
-0.27692803740501404,
1.220812439918518,
0.5230814218521118,
-0.471884161233902,
-0.09990726411342621,
-1.018730878829956,
0.452314168214798,
0.46615713834762573,
-0.49857717752456665,
-0.22529873251914978,
-0.5641581416130066,
-0.09543640911579132,
0.495989054441452,
0.2803458273410797,
-0.5377612113952637,
0.07739406079053879,
-0.6582521200180054,
0.3350629508495331,
1.1399760246276855,
0.32043635845184326,
0.3316188156604767,
-0.7452222108840942,
0.6187533140182495,
0.049624744802713394,
0.19746613502502441,
0.10970735549926758,
-0.36694031953811646,
-0.7071178555488586,
-0.2381649762392044,
0.023724142462015152,
0.6061238050460815,
-0.749002993106842,
0.6755890846252441,
-0.4032473564147949,
-0.7389206290245056,
-0.761833667755127,
-0.17458319664001465,
0.30087220668792725,
0.5338892340660095,
0.2735145390033722,
0.09421468526124954,
-0.865242063999176,
-0.5437394976615906,
-0.09242473542690277,
-0.12448228895664215,
0.1475048065185547,
0.6793674230575562,
0.9471564292907715,
-0.3055686354637146,
0.8663532733917236,
-0.8048698306083679,
-0.6124288439750671,
-0.25762975215911865,
-0.24003496766090393,
0.8658853769302368,
0.7991528511047363,
0.8568145632743835,
-1.0084409713745117,
-1.2505781650543213,
0.09725381433963776,
-1.0590534210205078,
0.1911105215549469,
-0.07012429088354111,
-0.3819662928581238,
0.3672044277191162,
0.3289845287799835,
-0.7537742853164673,
0.6239021420478821,
0.5036509037017822,
-0.5125992894172668,
0.9216652512550354,
-0.37351155281066895,
0.4918307363986969,
-1.448622703552246,
0.5299004912376404,
0.0865216925740242,
0.04758746922016144,
-0.704763650894165,
-0.14720013737678528,
-0.22665666043758392,
0.11655809730291367,
-0.6086231470108032,
0.8652338981628418,
-0.7540199756622314,
0.29905831813812256,
0.15728949010372162,
0.24512511491775513,
0.04278833791613579,
0.6001355051994324,
-0.11304982751607895,
0.8116971254348755,
0.57896888256073,
-0.5993181467056274,
0.50421541929245,
0.27661529183387756,
-0.6279335618019104,
0.5012960433959961,
-0.5884643197059631,
-0.08349396288394928,
-0.32742321491241455,
0.23795804381370544,
-1.2777700424194336,
-0.29585331678390503,
0.7662904858589172,
-0.7383148670196533,
0.17763492465019226,
-0.20924310386180878,
-0.3557496964931488,
-0.8129321336746216,
-0.6441818475723267,
0.2606102526187897,
0.2684479057788849,
-0.24885201454162598,
0.5427538752555847,
0.2325863391160965,
-0.12880051136016846,
-0.6630323529243469,
-0.6432076096534729,
-0.05087076872587204,
-0.3329976499080658,
-0.7804202437400818,
0.3568292260169983,
-0.21366971731185913,
-0.16931647062301636,
-0.08279692381620407,
-0.2652361989021301,
-0.21669328212738037,
-0.12014102190732956,
0.45918935537338257,
0.2628636956214905,
-0.08056078106164932,
-0.2928985059261322,
-0.39118120074272156,
-0.2808637022972107,
0.08431316167116165,
-0.11626222729682922,
0.972072184085846,
-0.11596976965665817,
-0.36155375838279724,
-0.9539929032325745,
0.4546074867248535,
0.78023362159729,
0.09812194108963013,
1.0111510753631592,
0.625879168510437,
-0.22790808975696564,
0.31611570715904236,
-0.5201948881149292,
0.16728337109088898,
-0.5197461843490601,
0.15006008744239807,
-0.48851412534713745,
-0.4185170829296112,
0.7486000061035156,
-0.20689231157302856,
-0.4904184639453888,
0.6342512369155884,
0.563435435295105,
-0.28249645233154297,
1.067286491394043,
0.3538537323474884,
-0.12251100689172745,
0.3834168016910553,
-0.955915629863739,
0.34631943702697754,
-0.8418259024620056,
-0.9087441563606262,
-0.5025114417076111,
-0.405233770608902,
-0.6833023428916931,
-0.42223209142684937,
0.4541388750076294,
0.01274257805198431,
-0.40839844942092896,
0.3147742748260498,
-0.8177214860916138,
0.12304970622062683,
0.4484826326370239,
0.5144206881523132,
0.001981748268008232,
-0.2665970027446747,
-0.11452139914035797,
0.07066516578197479,
-0.5140846967697144,
-0.5062393546104431,
1.3313937187194824,
0.330357164144516,
0.6606290340423584,
0.1877339780330658,
0.6841087341308594,
0.18797071278095245,
-0.10568901896476746,
-0.6469213962554932,
0.5368172526359558,
0.2450857013463974,
-0.6365172863006592,
-0.5952500700950623,
-0.3981165587902069,
-1.2193009853363037,
0.5409184694290161,
-0.17980554699897766,
-0.9305187463760376,
0.45895904302597046,
-0.09680706262588501,
-0.4425026774406433,
0.4864184558391571,
-0.6576495170593262,
0.841351330280304,
-0.3498009741306305,
-0.5978388786315918,
0.28023913502693176,
-0.7851557731628418,
0.40503963828086853,
-0.11832728981971741,
0.5039923191070557,
-0.2151952087879181,
0.14600975811481476,
0.9632892608642578,
-1.0314948558807373,
0.5558453798294067,
-0.3281700015068054,
-0.0479402057826519,
0.6826655268669128,
-0.23831325769424438,
0.7982214093208313,
0.24979333579540253,
-0.13003715872764587,
-0.026499299332499504,
0.10623184591531754,
-0.509468674659729,
-0.3705304265022278,
0.7523493766784668,
-1.0525799989700317,
-0.44623783230781555,
-0.6170424222946167,
-0.18632498383522034,
0.40484943985939026,
0.5029830932617188,
0.4920049011707306,
0.32361143827438354,
0.19783474504947662,
0.2812754213809967,
0.41248467564582825,
-0.2727442681789398,
0.7008486986160278,
0.07423568516969681,
0.011366065591573715,
-0.6592307090759277,
0.7705680727958679,
0.41590186953544617,
0.16550689935684204,
0.344877690076828,
0.34703171253204346,
-0.7275248169898987,
-0.5720137357711792,
-0.35623642802238464,
0.3623352348804474,
-0.4927123785018921,
-0.3491455912590027,
-0.7547332644462585,
0.07170537859201431,
-0.950306236743927,
-0.22728636860847473,
-0.3543551564216614,
-0.36032065749168396,
-0.17301969230175018,
-0.2512355148792267,
0.5735321044921875,
0.4471956789493561,
-0.2553110718727112,
0.2710135281085968,
-0.6723045110702515,
0.41253259778022766,
0.06398507207632065,
0.45932212471961975,
0.14026407897472382,
-0.40759730339050293,
-0.34997108578681946,
0.40172654390335083,
-0.2539333999156952,
-1.2045447826385498,
0.9093667268753052,
-0.5520703792572021,
0.4397889971733093,
0.5717196464538574,
0.18119582533836365,
1.0605984926223755,
-0.08180392533540726,
0.8822246193885803,
0.42340341210365295,
-0.8793370723724365,
0.7908797860145569,
-0.45111143589019775,
0.04086694121360779,
0.5763310790061951,
0.5688227415084839,
-0.7439792156219482,
-0.027621030807495117,
-0.8254491686820984,
-1.058087706565857,
0.9958022832870483,
0.29234862327575684,
-0.2571086883544922,
0.22674010694026947,
0.10670553147792816,
-0.432865172624588,
0.3044321835041046,
-0.7870584726333618,
-0.91280198097229,
-0.39591288566589355,
-0.11086653172969818,
0.12443370372056961,
0.023473823443055153,
-0.19822591543197632,
-0.7057705521583557,
0.7616159915924072,
0.28624698519706726,
0.658929705619812,
0.6211506128311157,
0.17387428879737854,
0.015094309113919735,
0.2029675990343094,
0.7018985152244568,
0.8188893795013428,
-0.3696214556694031,
-0.08450868725776672,
0.4317352771759033,
-0.8553149104118347,
0.4874531030654907,
-0.13730674982070923,
-0.4933497905731201,
0.02851872891187668,
0.15525560081005096,
0.8726312518119812,
0.01330663450062275,
-0.3479187488555908,
0.5402401089668274,
0.00036422573612071574,
-0.3591533899307251,
-0.7318898439407349,
-0.15906384587287903,
0.05694931745529175,
0.06165873631834984,
0.3650180697441101,
-0.06307435780763626,
-0.16924220323562622,
-0.6048792004585266,
0.061489708721637726,
0.3054937720298767,
-0.2902839183807373,
0.06721831858158112,
0.7361207604408264,
-0.1259518712759018,
-0.17763540148735046,
0.476838082075119,
-0.08314403146505356,
-0.5490637421607971,
1.1168568134307861,
0.589556097984314,
0.6835590600967407,
-0.446627140045166,
0.26305586099624634,
1.0646356344223022,
0.10291220992803574,
-0.101059690117836,
0.42493554949760437,
0.2280685156583786,
-0.6796445846557617,
-0.02884014882147312,
-0.7565174698829651,
-0.01074764970690012,
0.6406692862510681,
-0.7543664574623108,
0.045387398451566696,
-0.5635066628456116,
-0.3455045819282532,
-0.2131853997707367,
0.5716440081596375,
-0.7922845482826233,
0.4240954518318176,
-0.21943596005439758,
0.8686681985855103,
-1.1584539413452148,
0.8058383464813232,
0.8512271046638489,
-0.7403679490089417,
-1.248005747795105,
-0.04825746268033981,
-0.09920904040336609,
-0.86937016248703,
0.8181018829345703,
0.026160703971982002,
0.1342066079378128,
-0.10099372267723083,
-0.5101011395454407,
-1.4233909845352173,
1.812226414680481,
-0.14282652735710144,
-0.26368600130081177,
0.5860618352890015,
0.4440096616744995,
0.4972791075706482,
-0.004637708887457848,
0.4060262441635132,
0.6240218877792358,
0.8274682760238647,
0.20993977785110474,
-0.8340595960617065,
0.5700405240058899,
-0.6539299488067627,
-0.014631177298724651,
0.31881093978881836,
-1.1482486724853516,
1.104490876197815,
-0.10330916196107864,
-0.0617528110742569,
-0.05760553851723671,
0.36524006724357605,
0.44129449129104614,
0.5654428601264954,
0.42615216970443726,
0.6284883618354797,
0.6856838464736938,
-0.2686184048652649,
0.8866358995437622,
-0.25828802585601807,
0.5249607563018799,
0.5231304168701172,
0.08123411238193512,
0.46398118138313293,
0.42637017369270325,
-0.7305482029914856,
0.3482770323753357,
0.6045473217964172,
-0.44323059916496277,
0.5486392974853516,
0.030895736068487167,
-0.5132330656051636,
0.12543785572052002,
0.09983763843774796,
-0.46939948201179504,
0.21988217532634735,
0.22133126854896545,
-0.2931041121482849,
0.10490194708108902,
0.14221638441085815,
0.353748083114624,
0.09336718916893005,
-0.42648473381996155,
0.764152467250824,
-0.04900222271680832,
-0.6782428622245789,
0.6321568489074707,
-0.013919627293944359,
0.6465714573860168,
-0.5680095553398132,
0.09340361505746841,
-0.3057328760623932,
0.2017887830734253,
-0.4143447279930115,
-1.121102213859558,
0.07596646994352341,
-0.1007528230547905,
-0.35548707842826843,
-0.14677537977695465,
0.7375280857086182,
-0.04864680394530296,
-0.7518366575241089,
0.3833983838558197,
0.2502519488334656,
0.465862900018692,
0.09146380424499512,
-0.8412549495697021,
-0.11677046865224838,
0.3171020448207855,
-0.4642137885093689,
0.4497316777706146,
0.45911914110183716,
0.13017487525939941,
0.9487415552139282,
1.0243618488311768,
0.3771219551563263,
0.38694170117378235,
-0.33880534768104553,
0.9865863919258118,
-0.8674009442329407,
-0.5435216426849365,
-0.9262158274650574,
0.7648802399635315,
-0.3168642222881317,
-0.2505897283554077,
1.1016508340835571,
0.8273985385894775,
0.7023172974586487,
-0.06954992562532425,
1.1422836780548096,
-0.4470079839229584,
0.5777245163917542,
-0.44459354877471924,
0.8346601128578186,
-0.524204671382904,
-0.01190792303532362,
-0.5299955010414124,
-0.5196170210838318,
-0.25137653946876526,
0.8804727792739868,
-0.26002106070518494,
0.14325258135795593,
0.5759161710739136,
0.859849750995636,
0.15994183719158173,
0.03239737078547478,
0.0322999507188797,
0.3964180052280426,
0.3064872622489929,
0.8183354139328003,
0.3574821650981903,
-0.9794928431510925,
0.7486276626586914,
-0.66126549243927,
-0.12599298357963562,
-0.4416824281215668,
-0.6793779730796814,
-0.8170132637023926,
-0.2640080451965332,
-0.16605454683303833,
-0.3237795829772949,
-0.3121764063835144,
0.986684262752533,
0.42467200756073,
-0.7940905094146729,
-0.5229701995849609,
-0.040465015918016434,
0.2529066503047943,
-0.7217565178871155,
-0.32067155838012695,
1.1562747955322266,
0.0031810638029128313,
-1.0081696510314941,
-0.10142660140991211,
-0.16955749690532684,
0.36774882674217224,
0.22016483545303345,
-0.21425728499889374,
-0.7049396634101868,
-0.135137677192688,
0.6187927722930908,
0.23731735348701477,
-0.48075684905052185,
-0.20413579046726227,
-0.005966637283563614,
-0.3371516764163971,
0.24529944360256195,
0.2709633708000183,
-0.5275622606277466,
0.2694754898548126,
0.7864891290664673,
0.2270788699388504,
0.7762905955314636,
0.43107208609580994,
0.10097140818834305,
-0.46856996417045593,
0.24745990335941315,
-0.11185087263584137,
0.38037562370300293,
-0.16861023008823395,
-0.5502549409866333,
0.8526867628097534,
0.626848042011261,
-0.7272725105285645,
-0.8272937536239624,
-0.3740759789943695,
-1.1939817667007446,
-0.40265318751335144,
1.1084429025650024,
-0.23212191462516785,
-0.45836541056632996,
-0.3178064525127411,
-0.513904869556427,
0.48586225509643555,
-0.6271221041679382,
0.7499058842658997,
0.4767681956291199,
-0.3559088706970215,
-0.1169310212135315,
-0.909508466720581,
0.3816613256931305,
0.22503700852394104,
-0.92185378074646,
-0.24417473375797272,
0.1598295271396637,
0.3440377712249756,
0.3164095878601074,
1.294993281364441,
-0.06924436241388321,
-0.03741927444934845,
0.019947145134210587,
0.024545706808567047,
-0.05439998582005501,
0.15669026970863342,
-0.02827022410929203,
0.13217833638191223,
-0.6181554198265076,
-0.7531455755233765
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
zhen-dong-nexusflow/reformatted_singleapi | zhen-dong-nexusflow | 2023-10-23T22:19:11Z | 394 | 0 | null | [
"region:us"
] | 2023-10-23T22:19:11Z | 2023-10-22T23:49:21.000Z | 2023-10-22T23:49:21 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
clarin-pl/cst-wikinews | clarin-pl | 2021-07-12T18:51:43Z | 393 | 2 | null | [
"region:us"
] | 2021-07-12T18:51:43Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
izumi-lab/wikipedia-ja-20230720 | izumi-lab | 2023-07-29T03:05:36Z | 393 | 2 | null | [
"language:ja",
"license:cc-by-sa-3.0",
"region:us"
] | 2023-07-29T03:05:36Z | 2023-07-28T02:11:33.000Z | 2023-07-28T02:11:33 | ---
dataset_info:
features:
- name: curid
dtype: string
- name: title
dtype: string
- name: text
dtype: string
splits:
- name: train
num_bytes: 3653518687
num_examples: 1362415
download_size: 2130533065
dataset_size: 3653518687
license: cc-by-sa-3.0
language:
- ja
---
# Dataset Card for "wikipedia-ja-20230720"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.9370316863059998,
-0.24046047031879425,
0.2461071014404297,
0.15865452587604523,
-0.204843670129776,
-0.2742389440536499,
0.14281296730041504,
-0.23087425529956818,
0.9997018575668335,
0.4493514597415924,
-0.9252191185951233,
-0.633166491985321,
-0.4743537902832031,
-0.05469699203968048,
-0.3638753592967987,
1.4187666177749634,
0.09340836107730865,
0.1394089311361313,
-0.5022736191749573,
0.06406456977128983,
-0.19023501873016357,
-0.22972314059734344,
-0.584034264087677,
-0.5012540221214294,
1.1625397205352783,
0.7995082139968872,
0.49018120765686035,
0.5791037678718567,
0.6780560612678528,
0.1392115205526352,
0.17565730214118958,
-0.24652405083179474,
-0.4858027994632721,
-0.14120812714099884,
-0.385593056678772,
-0.2635403573513031,
-0.9331641793251038,
-0.013760378584265709,
0.7065308690071106,
0.7856200933456421,
-0.024592457339167595,
0.9686112999916077,
-0.34673723578453064,
0.7723368406295776,
-0.39096686244010925,
0.724174439907074,
-0.13195554912090302,
-0.1441214680671692,
-0.8499219417572021,
-0.10362783074378967,
0.10325557738542557,
-0.3385789692401886,
-0.06658483296632767,
-1.4040412902832031,
0.1443539559841156,
0.10046032071113586,
1.1307988166809082,
0.11355698853731155,
0.09519340097904205,
-0.059796784073114395,
-0.41667091846466064,
0.009852027520537376,
-0.24177129566669464,
0.32334429025650024,
0.7724886536598206,
0.36304834485054016,
-0.1459466814994812,
-0.6333475112915039,
-0.7019467949867249,
0.09557291120290756,
-0.015685496851801872,
0.222987100481987,
0.30667468905448914,
-0.1172153651714325,
0.6926382184028625,
0.5315216183662415,
-0.5045297741889954,
-0.20754362642765045,
-0.904322624206543,
-0.3621130585670471,
0.7349573969841003,
0.08412159234285355,
0.3168531656265259,
-0.5232048630714417,
-0.08572382479906082,
-0.23993439972400665,
-0.496315598487854,
-0.2744543254375458,
0.5425876379013062,
0.24285580217838287,
-0.9431523084640503,
0.7789298892021179,
-0.33116284012794495,
0.39133551716804504,
0.05579980090260506,
0.4539872407913208,
0.621378481388092,
-0.2652336061000824,
-0.10779044777154922,
-0.004069906193763018,
0.4760723412036896,
0.4328039884567261,
0.36163821816444397,
-0.0449349544942379,
0.3834429085254669,
-0.28882935643196106,
0.13640949130058289,
-0.9384593963623047,
-0.9491074681282043,
0.1833019256591797,
-0.6062309741973877,
-0.2520985007286072,
0.6131451725959778,
-1.1596217155456543,
-0.5456283688545227,
-0.3639889061450958,
0.23365962505340576,
0.07696496695280075,
-0.7293029427528381,
-0.4367665946483612,
-0.8508199453353882,
0.4435349106788635,
0.18024373054504395,
-0.9783321022987366,
0.1211528480052948,
0.6963670253753662,
0.44667428731918335,
0.2556177079677582,
-0.3463522791862488,
-0.29430848360061646,
0.5280029773712158,
-0.2620728015899658,
0.8983119130134583,
-0.4367215037345886,
-0.37289610505104065,
-0.18314935266971588,
0.39964041113853455,
0.2921277582645416,
-0.004495375324040651,
0.7436076402664185,
-0.5944036841392517,
0.13872912526130676,
-0.9164110422134399,
-0.5827000737190247,
-0.10981570184230804,
0.30368152260780334,
-1.316786289215088,
0.9871124029159546,
0.3178503215312958,
-0.9679616689682007,
0.5497996211051941,
-1.406875491142273,
-0.24263995885849,
0.7956172227859497,
-0.02459787204861641,
-0.4115655720233917,
0.14279058575630188,
-0.2635994255542755,
0.31873610615730286,
-0.06823986023664474,
0.5427467226982117,
-0.944841206073761,
-0.3940507471561432,
0.04781575873494148,
-0.015230415388941765,
1.1756045818328857,
0.33762887120246887,
0.33219510316848755,
-0.10878968983888626,
-0.9758228063583374,
-0.1728675812482834,
0.4011474549770355,
-0.12217121571302414,
-0.46256396174430847,
-0.3932143449783325,
0.32803449034690857,
-0.19592562317848206,
0.5968608856201172,
-0.4863412082195282,
0.3377324044704437,
-0.05755743011832237,
-0.44832929968833923,
0.6765239834785461,
0.09588821232318878,
0.4109763503074646,
-0.35734823346138,
0.345154345035553,
-0.14740774035453796,
0.4130597412586212,
0.06325093656778336,
-0.5979608297348022,
-0.9376751184463501,
0.1578638106584549,
0.6431133151054382,
0.6449383497238159,
-0.7937429547309875,
0.7449080348014832,
-0.30168262124061584,
-0.9443238377571106,
-0.1574828326702118,
0.04706016555428505,
0.021699126809835434,
0.4642256200313568,
0.38273507356643677,
-0.5238999724388123,
-0.9152456521987915,
-0.756819486618042,
0.2754122316837311,
-0.28444623947143555,
0.03197341784834862,
0.3665138781070709,
0.8733689785003662,
-0.443225622177124,
0.6611533164978027,
-0.672797679901123,
0.04748103767633438,
0.24874654412269592,
-0.2104632705450058,
0.26019057631492615,
0.6400922536849976,
0.8133538961410522,
-0.9378712773323059,
-0.5538653135299683,
-0.3910449147224426,
-0.793448805809021,
-0.08718685060739517,
0.2639901638031006,
-0.7048945426940918,
-0.10854282230138779,
0.1263519823551178,
-0.5496766567230225,
0.6740337610244751,
0.7071431279182434,
-0.6377720236778259,
0.07034757733345032,
0.040604863315820694,
0.28569650650024414,
-1.41994047164917,
0.5932641625404358,
-0.09669023752212524,
-0.03688991814851761,
-0.4891854524612427,
0.09805936366319656,
0.12717947363853455,
-0.23876450955867767,
0.10471289604902267,
0.484946072101593,
-0.2548254430294037,
0.016115056350827217,
-0.04077537730336189,
-0.11839672923088074,
0.0289000254124403,
0.07737332582473755,
0.033145785331726074,
0.5591346621513367,
0.8935664892196655,
-0.37867769598960876,
1.2151210308074951,
0.6206137537956238,
-0.016954073682427406,
0.8777444958686829,
-0.5351136326789856,
0.057156097143888474,
-0.38572391867637634,
0.458463579416275,
-0.7184610962867737,
-1.0144970417022705,
0.778798520565033,
-0.4115779399871826,
0.47499385476112366,
-0.39150771498680115,
-0.51381915807724,
-0.8897119164466858,
-0.41951867938041687,
0.5190496444702148,
0.3138265013694763,
-0.6921957731246948,
0.38945654034614563,
0.795564591884613,
-0.2485104501247406,
-0.24889767169952393,
-0.8914821147918701,
0.2991061806678772,
-0.2921198010444641,
-0.12858322262763977,
0.5279934406280518,
-0.5675437450408936,
0.01778429187834263,
-0.01879984140396118,
0.34837812185287476,
-0.2567913830280304,
-0.13181184232234955,
0.6326901912689209,
0.4571189880371094,
-0.00005226868961472064,
0.35862401127815247,
0.029268968850374222,
-0.7702681422233582,
0.27701860666275024,
-0.13428635895252228,
0.3127988576889038,
0.16264261305332184,
-0.04078357666730881,
-0.48426151275634766,
0.4981016218662262,
0.25025781989097595,
0.09186489135026932,
0.6530768871307373,
1.1187418699264526,
-0.6759774088859558,
0.13505502045154572,
-0.5292145013809204,
0.08487729728221893,
-0.4588499069213867,
0.09635646641254425,
-0.32592496275901794,
-0.41012442111968994,
0.5155723094940186,
-0.10168443620204926,
-0.08999063074588776,
1.0308701992034912,
0.6870797872543335,
-0.2891138792037964,
0.360122412443161,
0.6473183035850525,
-0.39111584424972534,
0.48173004388809204,
-0.16095945239067078,
-0.34062686562538147,
-0.5991499423980713,
-0.6321187019348145,
-0.6731933355331421,
-0.13866205513477325,
-1.0060852766036987,
-0.22601418197155,
-0.06608368456363678,
-0.12129123508930206,
-0.34395936131477356,
0.7498020529747009,
-0.5909562110900879,
0.5413181185722351,
0.8052946925163269,
0.15123745799064636,
-0.09057871252298355,
-0.09704027324914932,
0.3470538258552551,
0.29900333285331726,
-0.5916422605514526,
-0.1609211564064026,
1.2647862434387207,
0.28957298398017883,
0.7613077759742737,
0.1886157989501953,
0.9215813279151917,
0.34671255946159363,
0.3677320182323456,
-0.12626981735229492,
0.4242621064186096,
0.08928730338811874,
-1.0955801010131836,
-0.37480074167251587,
-0.24722468852996826,
-0.742061197757721,
-0.6950135231018066,
-0.3439062237739563,
-0.2516193985939026,
0.3533567786216736,
0.2688440978527069,
0.093673937022686,
0.16608086228370667,
-0.864360511302948,
0.9431982040405273,
0.05090083181858063,
0.08856131881475449,
-0.2511323094367981,
-0.6750801801681519,
0.13343720138072968,
-0.02626197226345539,
0.18236638605594635,
-0.33643585443496704,
-0.1349732130765915,
1.0440220832824707,
-0.3660820424556732,
0.8825679421424866,
-0.7703842520713806,
0.018729563802480698,
0.04691082611680031,
-0.5232176780700684,
0.22982630133628845,
0.6294686198234558,
-0.2534570097923279,
0.24957674741744995,
0.24467891454696655,
-0.6670693755149841,
-0.1710958033800125,
0.9521581530570984,
-0.8023436069488525,
0.04121684655547142,
-0.381308376789093,
-0.4663749039173126,
-0.005136316642165184,
0.47754189372062683,
0.44316402077674866,
0.4324810802936554,
-0.412450909614563,
-0.020598847419023514,
0.823398768901825,
0.15898029506206512,
0.313328355550766,
0.26268234848976135,
-0.20824919641017914,
-0.6151672601699829,
1.1602429151535034,
0.4651290774345398,
-0.5240387320518494,
0.3471744656562805,
0.25111672282218933,
-0.1762668639421463,
-0.3214262127876282,
-0.7889687418937683,
0.2195228636264801,
-0.5837028622627258,
-0.5570669174194336,
-0.11151494085788727,
-0.454874187707901,
-0.4471254348754883,
-0.07402592897415161,
-0.1493166983127594,
-0.6612750887870789,
-0.6732907295227051,
-0.5005397200584412,
1.137515902519226,
0.7807406783103943,
-0.628780722618103,
0.12737543880939484,
-0.5682889223098755,
0.8002123236656189,
0.15576842427253723,
1.263960838317871,
-0.2317730188369751,
-0.40921324491500854,
-0.5738401412963867,
0.0023272368125617504,
0.23912455141544342,
-0.7635907530784607,
-0.33353322744369507,
0.2533908188343048,
0.7270159125328064,
0.2408245950937271,
0.08258683234453201,
0.8383387923240662,
-0.30829429626464844,
0.6073906421661377,
0.15587694942951202,
-0.5899906158447266,
0.6771244406700134,
-0.3947736322879791,
0.4134496748447418,
0.9922189712524414,
0.7898554801940918,
-0.34337544441223145,
0.04220924526453018,
-0.9611104130744934,
-0.5006008148193359,
0.5286712646484375,
-0.16615012288093567,
0.4350544512271881,
0.11660780012607574,
0.6102640628814697,
0.19047361612319946,
0.06724429130554199,
-0.8532415628433228,
-0.955791175365448,
-0.34779947996139526,
-0.3997291028499603,
0.3099818229675293,
-0.5531953573226929,
-0.2139110118150711,
-0.7924619317054749,
0.8793085813522339,
0.04224201291799545,
0.42713698744773865,
-0.1600702404975891,
0.32549574971199036,
-0.32233086228370667,
-0.22451715171337128,
0.25573545694351196,
0.5249754786491394,
-0.36922550201416016,
-0.2752474546432495,
0.12957863509655,
-0.5985640287399292,
-0.4375523030757904,
0.8813697099685669,
-0.39054107666015625,
-0.06030735373497009,
0.44653579592704773,
0.6616522073745728,
-0.31357112526893616,
-0.09184790402650833,
0.32333654165267944,
0.03842976689338684,
-0.21542367339134216,
-0.8425604104995728,
0.30545923113822937,
0.28032249212265015,
0.16204050183296204,
0.2745915949344635,
-0.21628955006599426,
0.4309923052787781,
-0.2273835390806198,
0.3838203251361847,
0.14841991662979126,
-0.431021124124527,
-0.362369567155838,
0.419206827878952,
0.5294588208198547,
-0.3315083086490631,
0.8282091617584229,
-0.18417902290821075,
-0.25528815388679504,
0.5714350938796997,
0.1323242038488388,
0.4935651421546936,
-0.2278449684381485,
0.3338901102542877,
0.7293246984481812,
-0.009571504779160023,
0.4656161963939667,
0.6248123645782471,
-0.5297687649726868,
-0.5077154636383057,
-0.17304931581020355,
-0.374860018491745,
-0.49871960282325745,
-0.17403681576251984,
-1.1357330083847046,
0.35658055543899536,
-0.5450635552406311,
-0.28633245825767517,
0.2725716829299927,
0.4130737781524658,
-0.8906676173210144,
0.3231477439403534,
0.4601408839225769,
1.402232050895691,
-0.7532147169113159,
1.0628036260604858,
0.6066245436668396,
-0.5349265336990356,
-0.5266052484512329,
-0.19435997307300568,
-0.007217181846499443,
-0.6645369529724121,
-0.06537424772977829,
0.10466767847537994,
0.501159131526947,
-0.05476768687367439,
-0.9812544584274292,
-0.9575007557868958,
1.2594521045684814,
0.2135363668203354,
-0.720131516456604,
0.13297896087169647,
-0.0711340457201004,
0.2621113657951355,
0.030728468671441078,
0.102142333984375,
0.4994330108165741,
1.0999999046325684,
0.15893790125846863,
-0.777637779712677,
-0.07568589597940445,
-0.7007878422737122,
-0.2514320909976959,
0.3828403651714325,
-0.72076815366745,
0.025040335953235626,
-0.04471224173903465,
0.12632136046886444,
0.25642699003219604,
0.7633938193321228,
0.07314250618219376,
0.4917587339878082,
0.4044991731643677,
0.7152941226959229,
1.0698453187942505,
-0.42958056926727295,
0.8162382245063782,
0.01703735813498497,
0.5297785401344299,
0.9856933355331421,
0.0397796593606472,
0.3352113664150238,
0.6222317814826965,
-0.15695820748806,
0.6988853812217712,
0.5534546971321106,
-0.8314996361732483,
0.4839625358581543,
0.09719483554363251,
-0.1296130120754242,
-0.0871133804321289,
-0.20586459338665009,
-0.8318663835525513,
0.24991129338741302,
0.5051841139793396,
-0.3434075117111206,
-0.0001985925919143483,
0.022504545748233795,
0.29782968759536743,
-0.21072006225585938,
-0.4568083882331848,
0.9645420908927917,
-0.2523137032985687,
-0.3651677966117859,
-0.247625470161438,
-0.06565728783607483,
0.2382347583770752,
-0.7730836868286133,
-0.28957700729370117,
0.028844356536865234,
-0.17915543913841248,
-0.5072737336158752,
-1.186207890510559,
0.7943151593208313,
-0.07951105386018753,
-0.5191871523857117,
0.03955117240548134,
0.7226018309593201,
-0.43759408593177795,
-0.9066333174705505,
0.23078779876232147,
-0.015449455939233303,
0.1637495458126068,
0.4615369439125061,
-1.1802586317062378,
0.3468548655509949,
-0.1173751950263977,
-0.33012130856513977,
0.185561865568161,
0.14900758862495422,
0.16327260434627533,
0.43571412563323975,
0.6939154863357544,
0.07968222349882126,
-0.5085605382919312,
0.31492605805397034,
0.9312710165977478,
-0.7272888422012329,
-0.36445191502571106,
-0.636703372001648,
0.6479912400245667,
-0.637765109539032,
-0.5342108011245728,
0.7359429001808167,
0.941383421421051,
1.029875636100769,
-0.09973659366369247,
0.7959356904029846,
-0.6791291832923889,
0.600165843963623,
-0.14106574654579163,
0.9097475409507751,
-0.28227517008781433,
-0.374308317899704,
-0.33767184615135193,
-0.6052035093307495,
-0.6658809185028076,
0.6470517516136169,
0.17372368276119232,
0.09036120027303696,
0.10253036022186279,
0.8096708655357361,
-0.01301266998052597,
0.2456018477678299,
-0.09713935852050781,
-0.01596692204475403,
0.23472438752651215,
0.23573851585388184,
0.26312920451164246,
-0.5562087893486023,
0.3145292103290558,
-0.527520477771759,
-0.4491497874259949,
0.0441288948059082,
-1.1259673833847046,
-0.8949787020683289,
-0.9052807688713074,
-0.47228527069091797,
-0.543136477470398,
-0.05655825138092041,
0.836945652961731,
1.0238698720932007,
-1.0938149690628052,
-0.11727873235940933,
0.049545127898454666,
0.34662142395973206,
0.2808983325958252,
-0.14763712882995605,
0.6258887052536011,
0.33782312273979187,
-0.6132501363754272,
-0.24605844914913177,
0.09484583884477615,
0.22199033200740814,
-0.3443313539028168,
-0.19514238834381104,
-0.07590819150209427,
-0.010831940919160843,
0.1258763074874878,
0.5680161118507385,
-0.2229316085577011,
-0.28952085971832275,
-0.6400168538093567,
-0.05390438064932823,
-0.15819261968135834,
0.6813567876815796,
-0.4960176944732666,
0.4483518600463867,
0.5835813879966736,
0.3696521818637848,
0.7836193442344666,
0.02161925658583641,
0.5655698776245117,
-0.5270551443099976,
0.21466723084449768,
-0.3719837963581085,
0.3845592737197876,
0.2189193069934845,
-0.4862951338291168,
0.7458146810531616,
0.47965845465660095,
-0.4287729263305664,
-0.489116370677948,
-0.0464383065700531,
-1.3362916707992554,
0.2713203430175781,
0.6825706958770752,
0.1668710708618164,
-0.32981133460998535,
-0.14046692848205566,
-0.1754072904586792,
0.4332646131515503,
-0.5892841815948486,
0.5237407088279724,
0.7403558492660522,
0.3089531660079956,
-0.199741393327713,
-0.2343062162399292,
0.6167088150978088,
-0.5773389935493469,
-1.1714482307434082,
-0.0278788972645998,
0.48161497712135315,
0.20849266648292542,
0.2996979355812073,
0.5735591650009155,
-0.10060561448335648,
0.5291231870651245,
0.34472957253456116,
0.2230478823184967,
-0.4352014660835266,
-0.668176531791687,
0.020092539489269257,
-0.02213752642273903,
-0.08364837616682053,
-0.2553180456161499
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
KATANABRAVE/stories | KATANABRAVE | 2023-08-25T06:37:13Z | 393 | 0 | null | [
"license:llama2",
"region:us"
] | 2023-08-25T06:37:13Z | 2023-08-25T03:49:19.000Z | 2023-08-25T03:49:19 | ---
license: llama2
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: validation
path: data/validation-*
dataset_info:
features:
- name: title
dtype: string
- name: article
dtype: string
- name: text
dtype: string
- name: input_ids
sequence: int32
- name: attention_mask
sequence: int8
- name: labels
sequence: int64
splits:
- name: train
num_bytes: 110879624
num_examples: 8500
- name: validation
num_bytes: 3383807
num_examples: 277
download_size: 48437278
dataset_size: 114263431
---
| [
-0.1285335123538971,
-0.1861683875322342,
0.6529128551483154,
0.49436232447624207,
-0.19319400191307068,
0.23607441782951355,
0.36072009801864624,
0.05056373029947281,
0.5793656706809998,
0.7400146722793579,
-0.650810182094574,
-0.23784008622169495,
-0.7102247476577759,
-0.04782553389668465,
-0.38947567343711853,
0.8470754623413086,
-0.09598255157470703,
0.024005301296710968,
0.04711989313364029,
-0.1431780606508255,
-0.6121035814285278,
-0.04771772027015686,
-1.052453637123108,
-0.06787454336881638,
0.30022722482681274,
0.5120980143547058,
0.827591061592102,
0.396028608083725,
0.5030559301376343,
1.7515556812286377,
-0.08836911618709564,
-0.22754397988319397,
-0.45892009139060974,
0.42230671644210815,
-0.3327728509902954,
-0.4213376045227051,
-0.2624169588088989,
-0.07449327409267426,
0.32380378246307373,
0.7903715968132019,
-0.3810409903526306,
0.19328100979328156,
-0.22438451647758484,
1.0082244873046875,
-0.8202077150344849,
0.2263088971376419,
-0.1669832170009613,
0.14053183794021606,
0.042308785021305084,
-0.1459192931652069,
-0.132632315158844,
-0.6440047025680542,
0.06469497084617615,
-0.8995957374572754,
0.10274903476238251,
-0.044610701501369476,
0.8789557218551636,
0.21909034252166748,
-0.5102370381355286,
-0.0459778755903244,
-0.6883591413497925,
1.0972505807876587,
-0.17556053400039673,
0.7615716457366943,
0.45078057050704956,
0.4528845548629761,
-0.5849325656890869,
-1.178217887878418,
-0.444186270236969,
-0.13578970730304718,
0.14722752571105957,
0.3055606484413147,
-0.34530261158943176,
-0.022343739867210388,
0.10801080614328384,
0.5610312819480896,
-0.5003757476806641,
-0.3119601309299469,
-0.957992672920227,
-0.18164905905723572,
0.6820485591888428,
0.3193078637123108,
0.8340443968772888,
0.18731552362442017,
-0.7347202301025391,
0.12866359949111938,
-1.3239705562591553,
0.07650737464427948,
0.6465021371841431,
0.2394677698612213,
-0.5545985102653503,
0.8594784736633301,
-0.285879909992218,
0.6262495517730713,
0.27284637093544006,
-0.11645288020372391,
0.27842551469802856,
-0.23030714690685272,
-0.27350643277168274,
0.03308771923184395,
0.3459731340408325,
0.8204494714736938,
0.1624859869480133,
-0.019984528422355652,
-0.22124026715755463,
0.002071946859359741,
0.26844531297683716,
-0.7935100793838501,
-0.4712666869163513,
0.1926693618297577,
-0.5589529871940613,
-0.09108539670705795,
0.43270164728164673,
-1.097684383392334,
-0.4812983572483063,
-0.18798448145389557,
0.05468184873461723,
-0.5451682209968567,
-0.36979442834854126,
0.07273299992084503,
-0.7925408482551575,
-0.12434210628271103,
0.5709508657455444,
-0.6230251789093018,
0.43974602222442627,
0.5336250066757202,
0.786163330078125,
0.23303917050361633,
-0.2361360788345337,
-0.6695016622543335,
0.48848265409469604,
-0.8661869764328003,
0.36860689520835876,
-0.30737850069999695,
-0.8298647403717041,
-0.09631016105413437,
0.5393157005310059,
0.2066487818956375,
-0.665324866771698,
0.7074040770530701,
-0.549697995185852,
-0.07806510478258133,
-0.4308289587497711,
-0.24321980774402618,
0.17460422217845917,
0.11115413904190063,
-0.6238906979560852,
0.9402236342430115,
0.5551110506057739,
-0.5841096639633179,
0.3170124292373657,
-0.4869508147239685,
-0.6865580081939697,
0.2674822211265564,
-0.008751265704631805,
-0.04715294390916824,
0.32795268297195435,
-0.15983977913856506,
-0.0020515620708465576,
0.10505715012550354,
0.008300501853227615,
-0.21891629695892334,
-0.47863084077835083,
0.06349922716617584,
0.15165063738822937,
1.2536829710006714,
0.40836217999458313,
-0.37718790769577026,
-0.13140133023262024,
-1.0526151657104492,
0.02543264627456665,
0.05050137639045715,
-0.42306792736053467,
-0.2504563331604004,
-0.14882251620292664,
-0.20381605625152588,
0.4307262599468231,
0.21184733510017395,
-0.8131154775619507,
0.22643575072288513,
-0.20640233159065247,
0.3644976019859314,
0.8222091197967529,
0.2703099548816681,
0.39760541915893555,
-0.6625280380249023,
0.6563136577606201,
0.2076185643672943,
0.49590179324150085,
0.3540418744087219,
-0.3845820426940918,
-0.9641578197479248,
-0.4421607553958893,
-0.10117406398057938,
0.2975529730319977,
-0.7744959592819214,
0.584731936454773,
0.012979187071323395,
-0.5836696028709412,
-0.4465281069278717,
-0.15488091111183167,
0.2755323648452759,
-0.06606610864400864,
0.033349379897117615,
-0.4049781262874603,
-0.7394410371780396,
-1.0127897262573242,
-0.13788102567195892,
-0.5021383762359619,
-0.2189284861087799,
0.3160586953163147,
0.26177433133125305,
-0.3429007828235626,
0.761074960231781,
-0.605928361415863,
-0.7040645480155945,
-0.13973550498485565,
-0.09959849715232849,
0.618772029876709,
0.9297672510147095,
0.7491389513015747,
-0.7224891781806946,
-0.8973815441131592,
-0.05623132735490799,
-0.5420036911964417,
-0.020043618977069855,
0.03815015032887459,
-0.18260695040225983,
-0.10514965653419495,
0.22352561354637146,
-0.6100800037384033,
0.8851075172424316,
0.43224942684173584,
-0.6815470457077026,
0.521058976650238,
-0.4444415867328644,
0.607380211353302,
-0.8642836213111877,
-0.2911486029624939,
-0.1682354062795639,
-0.1976117193698883,
-0.7090163826942444,
0.1941153109073639,
-0.30022329092025757,
-0.3302987813949585,
-0.7474029064178467,
0.5274896025657654,
-0.9497008919715881,
-0.1878155767917633,
-0.33672797679901123,
-0.03423091769218445,
0.258078396320343,
0.19490550458431244,
-0.2356022596359253,
0.8900527954101562,
0.9160481691360474,
-0.7121304869651794,
0.5487284064292908,
0.3930913209915161,
-0.1920015811920166,
0.713123619556427,
-0.3887737989425659,
0.05162034556269646,
-0.12344932556152344,
0.14374586939811707,
-1.1263889074325562,
-0.5611576437950134,
0.13677352666854858,
-0.7127033472061157,
0.1768694370985031,
-0.16556863486766815,
-0.09428544342517853,
-0.6608470678329468,
-0.33806464076042175,
0.25910061597824097,
0.48612281680107117,
-0.4796994924545288,
0.6188153028488159,
0.5728035569190979,
0.026518523693084717,
-0.5307413935661316,
-0.7206829786300659,
0.20418179035186768,
0.03964628279209137,
-0.5569695234298706,
0.3011685907840729,
0.006543658673763275,
-0.6622449159622192,
-0.37112465500831604,
-0.26354193687438965,
-0.6043857336044312,
-0.22679749131202698,
0.7826980352401733,
0.11994287371635437,
-0.09012241661548615,
-0.20310327410697937,
-0.3199535310268402,
-0.061674781143665314,
0.3048747181892395,
-0.07575264573097229,
0.7232831716537476,
-0.3362368941307068,
-0.17849993705749512,
-0.8877336382865906,
0.6527547836303711,
0.9970458745956421,
0.09446781873703003,
0.8066442012786865,
0.463242769241333,
-0.356474369764328,
-0.13046561181545258,
-0.3535457253456116,
-0.15120631456375122,
-0.6857743859291077,
-0.1806795597076416,
-0.5322473645210266,
-0.5411435961723328,
0.40530624985694885,
0.10101401060819626,
-0.0021039992570877075,
0.5167040824890137,
0.25336092710494995,
-0.28806865215301514,
0.7550323605537415,
1.0343408584594727,
0.13917939364910126,
0.36029139161109924,
-0.28547197580337524,
0.6341596841812134,
-0.8329949378967285,
-0.34052106738090515,
-0.4548071026802063,
-0.2563583254814148,
-0.3121439814567566,
-0.1075083538889885,
0.5791015028953552,
0.28182128071784973,
-0.4463469982147217,
0.12506772577762604,
-0.5994209051132202,
0.6587362289428711,
0.6273985505104065,
0.5719729661941528,
0.1997300386428833,
-0.46199458837509155,
0.19982901215553284,
0.048167064785957336,
-0.45745572447776794,
-0.4009109139442444,
0.7711146473884583,
0.239962637424469,
0.8364018201828003,
0.20927003026008606,
0.4957771599292755,
0.3337545692920685,
0.25280603766441345,
-0.6318972110748291,
0.20098070800304413,
-0.222828209400177,
-1.2459607124328613,
-0.2064269483089447,
-0.16551266610622406,
-1.0080578327178955,
-0.11792004108428955,
-0.18289004266262054,
-0.8406614661216736,
0.2665729522705078,
-0.19225698709487915,
-0.6640642285346985,
0.520614504814148,
-0.5103870630264282,
0.6934709548950195,
-0.23555895686149597,
-0.2817087173461914,
0.11930041760206223,
-0.6889921426773071,
0.5254610776901245,
0.3667148947715759,
0.29168447852134705,
-0.3796895146369934,
-0.3192877471446991,
0.5068991184234619,
-0.8812236785888672,
0.44081082940101624,
-0.10565068572759628,
0.1942814439535141,
0.5358878374099731,
0.4153590202331543,
0.38239675760269165,
0.2869906723499298,
-0.24593809247016907,
-0.23415403068065643,
0.2250344157218933,
-0.7581348419189453,
-0.2775455117225647,
0.9095457792282104,
-0.7519429922103882,
-0.8586916923522949,
-0.6954255104064941,
-0.30645009875297546,
0.2886526584625244,
0.02781439572572708,
0.7154765129089355,
0.6456883549690247,
-0.18821007013320923,
0.23777063190937042,
0.720821738243103,
-0.014694413170218468,
0.723556399345398,
0.29411089420318604,
-0.4056652784347534,
-0.6169788241386414,
0.718232274055481,
0.26270464062690735,
0.05162703990936279,
0.028327442705631256,
0.3058736324310303,
-0.17546680569648743,
-0.1507863998413086,
-0.6318317651748657,
-0.0639532208442688,
-0.7465732097625732,
-0.09279482066631317,
-0.7541394829750061,
-0.2507745921611786,
-0.7114589214324951,
-0.8068138360977173,
-0.708016037940979,
-0.45604345202445984,
-0.4301196336746216,
-0.2335222214460373,
0.5163102746009827,
1.1627084016799927,
-0.26131507754325867,
0.8011049628257751,
-0.8900954723358154,
0.41936272382736206,
0.4969545006752014,
0.7519727945327759,
-0.11060971021652222,
-0.6746928691864014,
-0.07836240530014038,
-0.5338752269744873,
-0.29485076665878296,
-1.01569664478302,
0.31774672865867615,
-0.036885976791381836,
0.4053717255592346,
0.4293888807296753,
0.2519032955169678,
0.4939274191856384,
-0.3007313311100006,
1.1130690574645996,
0.7274303436279297,
-0.8033815026283264,
0.5195285677909851,
-0.7634995579719543,
0.16122232377529144,
0.9363659024238586,
0.544775128364563,
-0.4417074918746948,
-0.15113961696624756,
-1.0259764194488525,
-0.8431367874145508,
0.5963038206100464,
0.15439960360527039,
0.01684429496526718,
0.018214639276266098,
0.03168323636054993,
0.29466331005096436,
0.3591306209564209,
-0.784728467464447,
-0.824022650718689,
-0.13851124048233032,
0.25803354382514954,
0.3145602345466614,
-0.16485458612442017,
-0.3003879189491272,
-0.6116158366203308,
0.8711379766464233,
0.1828640252351761,
0.3546237349510193,
0.12073374539613724,
0.04369324818253517,
-0.35506951808929443,
0.14787019789218903,
0.5523004531860352,
1.2529062032699585,
-0.4098334312438965,
0.3673911392688751,
0.1751268208026886,
-0.6540066599845886,
0.6494988203048706,
-0.30363473296165466,
-0.021784666925668716,
0.6203134655952454,
0.17760910093784332,
0.2852843105792999,
0.3155992031097412,
-0.36214208602905273,
0.6047801971435547,
-0.029422320425510406,
-0.17758524417877197,
-0.7005689144134521,
0.15866941213607788,
0.029349908232688904,
0.27508044242858887,
0.43920302391052246,
0.2444339096546173,
0.08246828615665436,
-1.0602877140045166,
0.571104884147644,
0.24493856728076935,
-0.8676615953445435,
-0.30110111832618713,
0.7047960758209229,
0.40753939747810364,
-0.47599589824676514,
0.38749027252197266,
0.012702763080596924,
-0.671023964881897,
0.5987740755081177,
0.551040768623352,
0.7569668292999268,
-0.4702425003051758,
0.30880242586135864,
0.624560534954071,
0.06711313128471375,
0.20550544559955597,
0.6923208236694336,
0.03149370476603508,
-0.44738680124282837,
0.23022504150867462,
-0.5986737012863159,
-0.1468992531299591,
0.13735288381576538,
-0.804742693901062,
0.3515333831310272,
-0.9312610030174255,
-0.24089904129505157,
0.08751519024372101,
0.11761170625686646,
-0.6130950450897217,
0.6674697995185852,
-0.00852571427822113,
0.9280482530593872,
-0.8549090623855591,
0.962628960609436,
0.8559577465057373,
-0.31830841302871704,
-0.7709447145462036,
-0.3355675935745239,
0.0201396644115448,
-0.6660529375076294,
0.7108281850814819,
-0.18973003327846527,
-0.41207355260849,
-0.0932389348745346,
-0.6229831576347351,
-1.0003738403320312,
0.03062039613723755,
0.017416149377822876,
-0.46250253915786743,
0.44547978043556213,
-0.5157256722450256,
0.32896745204925537,
-0.19169752299785614,
0.30509495735168457,
0.771946907043457,
0.7958443760871887,
0.22960850596427917,
-0.6354780197143555,
-0.44666823744773865,
-0.010275822132825851,
-0.1668277382850647,
0.45458102226257324,
-1.071097493171692,
0.9677367210388184,
-0.46525776386260986,
-0.34733179211616516,
0.2706637978553772,
0.7977622747421265,
0.253851056098938,
0.3524123430252075,
0.621953547000885,
0.9016802310943604,
0.36450058221817017,
-0.311782568693161,
0.7276740670204163,
0.2426334023475647,
0.41525477170944214,
0.736419677734375,
-0.22712194919586182,
0.5403842329978943,
0.890641450881958,
-0.7861624360084534,
0.5381764769554138,
0.7879026532173157,
0.16047346591949463,
0.7758153676986694,
0.5944147706031799,
-0.6119515895843506,
-0.11859343945980072,
-0.14641447365283966,
-0.617155909538269,
0.1979750394821167,
0.052926838397979736,
-0.11974767595529556,
-0.28460121154785156,
-0.13567432761192322,
0.12295038253068924,
0.2836456894874573,
-0.5959329605102539,
0.606866180896759,
0.34341561794281006,
-0.6328276991844177,
0.21025121212005615,
-0.2577953636646271,
0.6709502935409546,
-0.5978153944015503,
0.027336426079273224,
-0.2269938588142395,
0.41810357570648193,
-0.4618743360042572,
-1.007582426071167,
0.47138315439224243,
-0.29202455282211304,
-0.4055127203464508,
-0.26942431926727295,
0.8072373867034912,
-0.2213389277458191,
-0.5572863221168518,
0.37486088275909424,
0.13466545939445496,
0.4147361218929291,
0.4014603793621063,
-0.5487300157546997,
0.04779018461704254,
0.13760170340538025,
-0.200618177652359,
0.3601188361644745,
0.29737287759780884,
0.25488775968551636,
0.7100129127502441,
0.5052477121353149,
0.22198741137981415,
0.2569434344768524,
-0.18668603897094727,
0.8387457728385925,
-0.9102790355682373,
-0.8167629241943359,
-0.9497329592704773,
0.38498955965042114,
0.025727245956659317,
-0.8801437616348267,
0.7920297384262085,
0.7652614116668701,
0.5113964080810547,
-0.48778945207595825,
0.4755285680294037,
-0.32647913694381714,
0.5047132968902588,
-0.13870932161808014,
1.0010888576507568,
-0.7607624530792236,
-0.2958727478981018,
-0.030553333461284637,
-0.9216437935829163,
-0.2533755898475647,
0.5375738143920898,
0.15408295392990112,
-0.1460803896188736,
0.4385911226272583,
0.44216352701187134,
0.02217365987598896,
0.2522309720516205,
0.32861030101776123,
0.06042800843715668,
0.14508432149887085,
0.5510439872741699,
1.0931134223937988,
-0.4339442849159241,
0.18694785237312317,
-0.49234768748283386,
-0.45362502336502075,
-0.4153490960597992,
-0.9548052549362183,
-0.664030909538269,
-0.48185425996780396,
-0.2973938286304474,
-0.5915577411651611,
0.11726413667201996,
0.9300881028175354,
0.9018136262893677,
-0.625672459602356,
-0.41243696212768555,
0.2571353614330292,
0.3029336929321289,
-0.22954161465168,
-0.14626723527908325,
0.273649662733078,
-0.00640781968832016,
-0.7211176156997681,
0.39309418201446533,
0.8079767227172852,
0.3887123465538025,
0.08443966507911682,
-0.07217182219028473,
-0.4407084584236145,
0.02610129863023758,
0.5373559594154358,
0.5729556083679199,
-0.6281191110610962,
-0.4099642038345337,
-0.5328325629234314,
-0.21386754512786865,
0.15529415011405945,
0.4807758927345276,
-0.5166380405426025,
0.32661089301109314,
0.8128958940505981,
0.1701769381761551,
0.7187885642051697,
-0.00224892795085907,
0.667864203453064,
-0.897024929523468,
0.44462692737579346,
0.3953385651111603,
0.5681867599487305,
0.0899801105260849,
-0.7339168787002563,
0.9820244908332825,
0.4967435598373413,
-0.6334061026573181,
-1.003425121307373,
0.030799120664596558,
-1.1931143999099731,
-0.37881767749786377,
0.9890837669372559,
-0.09595773369073868,
-0.9597456455230713,
-0.36448919773101807,
-0.3677719235420227,
0.07989602535963058,
-0.33809781074523926,
0.35498178005218506,
0.8268190026283264,
-0.2538067698478699,
-0.2204189896583557,
-0.9505574703216553,
0.47529521584510803,
0.31025224924087524,
-0.5886626839637756,
-0.05114410072565079,
0.32939082384109497,
0.4523683488368988,
0.3009698987007141,
0.5239561200141907,
0.104281947016716,
0.8970535397529602,
0.25200384855270386,
0.30491432547569275,
-0.045266687870025635,
-0.5900777578353882,
-0.016066333279013634,
0.26214760541915894,
0.04487806558609009,
-0.6869444251060486
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
victorcosta/pt_legislation | victorcosta | 2023-11-28T23:38:21Z | 393 | 0 | null | [
"language:pt",
"region:us"
] | 2023-11-28T23:38:21Z | 2023-10-23T19:06:23.000Z | 2023-10-23T19:06:23 | ---
language: pt
configs:
- config_name: ria_ground_truth
data_files: ria_ground_truth/train.parquet
version: 1.0.3
- config_name: unlabeled
data_files: unlabeled/train.parquet
version: 1.0.0
---
# Portuguese Legislation dataset
| [
-0.05792474001646042,
-0.21798010170459747,
-0.13701948523521423,
0.4752930998802185,
-0.7506812810897827,
-0.3222437798976898,
-0.0036788242869079113,
0.09542117267847061,
0.2928831875324249,
1.3460665941238403,
-0.06420279294252396,
-0.9968686699867249,
-0.7324898838996887,
-0.25558871030807495,
-0.538345992565155,
1.1385611295700073,
0.40972521901130676,
0.12979598343372345,
0.2258247286081314,
-0.038667917251586914,
-0.660618007183075,
0.04096803441643715,
-0.6470163464546204,
-0.008424810133874416,
0.8034209609031677,
0.6328262686729431,
0.4820345342159271,
0.47809720039367676,
0.6395571827888489,
0.30881184339523315,
-0.021237174049019814,
-0.19341886043548584,
-0.7558273673057556,
0.058124031871557236,
-0.27843979001045227,
-0.4447956085205078,
-0.16152988374233246,
-0.19333508610725403,
0.6272057294845581,
0.03362171724438667,
-0.7953506112098694,
-0.09712953865528107,
-0.06993658095598221,
0.5245554447174072,
-0.2962302267551422,
0.7576407194137573,
-0.4378150403499603,
-0.3228951096534729,
-0.48336395621299744,
0.12302688509225845,
0.09222306311130524,
-0.762548565864563,
-0.0879230722784996,
-0.6154362559318542,
-0.1333661526441574,
-0.13084860146045685,
1.1743738651275635,
0.5308027863502502,
-1.031283974647522,
-0.42978525161743164,
-0.10713469237089157,
0.444564551115036,
-0.14000068604946136,
0.6201657056808472,
0.6050124764442444,
0.7644917368888855,
-0.14016297459602356,
-0.8292420506477356,
0.02857314608991146,
-0.011279195547103882,
0.08822888880968094,
0.0037454792764037848,
-0.6566537022590637,
-0.27542373538017273,
0.4338652789592743,
0.2134406417608261,
-0.5380131006240845,
0.2974434494972229,
-1.0146945714950562,
-0.38425344228744507,
0.6839828491210938,
0.33928796648979187,
0.18361163139343262,
-0.2104196548461914,
0.03710503503680229,
-0.047234755009412766,
-1.2728824615478516,
-0.36661961674690247,
0.6561487913131714,
0.5043981671333313,
-0.6206840872764587,
0.583537220954895,
-0.027169261127710342,
0.7245425581932068,
-0.37824511528015137,
0.29918310046195984,
0.3892679214477539,
-0.5579250454902649,
-0.5346350073814392,
0.3801419138908386,
0.875553548336029,
-0.02088109962642193,
0.39713722467422485,
0.3236711621284485,
-0.6021441221237183,
0.02601531520485878,
0.34154409170150757,
-0.9447265267372131,
-0.32283422350883484,
0.38802650570869446,
-0.16124370694160461,
-0.3511839807033539,
0.46341317892074585,
-0.5155486464500427,
-0.5304094552993774,
-0.5007058382034302,
-0.0010370186064392328,
-0.1784263402223587,
-0.014071276411414146,
0.2687855064868927,
-0.5358177423477173,
0.13340555131435394,
0.2652125656604767,
-0.9297389984130859,
0.3633327782154083,
0.8641563653945923,
0.3021240830421448,
0.5361058115959167,
0.4852735102176666,
-0.14415189623832703,
0.15111497044563293,
-0.566387951374054,
0.904120147228241,
-0.6226454973220825,
-0.7209861874580383,
-0.07360939681529999,
0.5084475874900818,
0.13598524034023285,
-0.3571226894855499,
0.8703399300575256,
-0.4945276081562042,
0.3150695264339447,
-0.5232009291648865,
-0.11072026938199997,
0.039452217519283295,
0.24822430312633514,
-0.7363038659095764,
0.6604375839233398,
0.22591464221477509,
-0.2861406207084656,
0.9126735925674438,
-1.1740542650222778,
-0.36498209834098816,
0.17976652085781097,
-0.4999680519104004,
-0.3399660885334015,
-0.3668971657752991,
0.0779087021946907,
0.15225791931152344,
-0.046582240611314774,
0.7715979218482971,
-0.29159674048423767,
-0.12225890159606934,
-0.06516443938016891,
-0.4766387343406677,
1.5384817123413086,
0.7031063437461853,
0.2802968919277191,
0.32011744379997253,
-0.9467962980270386,
-0.7231621146202087,
-0.21149073541164398,
-0.6316394805908203,
-0.149811789393425,
0.026139378547668457,
0.20638887584209442,
0.1981499195098877,
0.3326016962528229,
-0.8152580857276917,
0.8452600836753845,
0.07591541856527328,
0.18459008634090424,
0.6321457028388977,
0.31339797377586365,
0.044088754802942276,
-0.22212184965610504,
0.5279192328453064,
0.3254516124725342,
-0.09896046668291092,
0.29409319162368774,
-0.3988629877567291,
-0.4290682375431061,
-0.1738421767950058,
0.8912950158119202,
0.9512163996696472,
-0.8639002442359924,
0.6104984283447266,
-0.41945314407348633,
-0.48707154393196106,
-0.39769110083580017,
-0.2310970574617386,
0.17586840689182281,
0.2764715254306793,
-0.21460554003715515,
-0.3377489447593689,
-0.7240056991577148,
-0.7480610013008118,
0.3398697078227997,
-0.21748118102550507,
-0.44457191228866577,
0.21859987080097198,
0.9125333428382874,
-0.4990072250366211,
0.14808180928230286,
-0.3612315356731415,
-0.557673454284668,
-0.03432018309831619,
0.22643306851387024,
0.7700323462486267,
0.6847006678581238,
0.7422338128089905,
-0.9478176236152649,
0.02194112166762352,
-0.16957412660121918,
-0.7437909245491028,
-0.38144880533218384,
0.2582535445690155,
-0.08049710839986801,
0.1457815021276474,
0.10251228511333466,
0.28092530369758606,
0.6306583285331726,
0.06647343933582306,
-0.7668428421020508,
0.06514616310596466,
-0.2133105844259262,
0.35587310791015625,
-1.12956964969635,
-0.18305709958076477,
-0.05952104181051254,
-0.057848233729600906,
-0.028315309435129166,
-0.35598888993263245,
-0.016917986795306206,
-0.19057072699069977,
-0.9877968430519104,
0.34859010577201843,
-0.3313901722431183,
0.0012750625610351562,
0.029879150912165642,
-0.6227294206619263,
-0.29726552963256836,
-0.14498057961463928,
0.026091447100043297,
0.93763667345047,
1.1469175815582275,
-0.6965146064758301,
0.8374312520027161,
1.0422593355178833,
-0.13865627348423004,
0.9169355034828186,
-0.860447347164154,
-0.37940043210983276,
-0.17152011394500732,
0.09591098874807358,
-0.5945853590965271,
-0.5958456993103027,
0.5043837428092957,
-0.12901104986667633,
0.16150711476802826,
-0.6684454083442688,
-0.4925687611103058,
-0.6605375409126282,
-0.27821674942970276,
-0.12695753574371338,
0.6784563064575195,
-0.0859464779496193,
-0.06740553677082062,
1.0903195142745972,
0.08442897349596024,
-0.7528653740882874,
-0.8770438432693481,
0.43394559621810913,
-0.29897138476371765,
-0.43149811029434204,
-0.06333807855844498,
0.4473866820335388,
-0.3038715422153473,
0.10867022722959518,
0.22333727777004242,
-0.5029913783073425,
-0.2510513961315155,
0.43847012519836426,
0.031741607934236526,
-0.3626670837402344,
0.3480202853679657,
0.1327502578496933,
-0.01783926598727703,
-0.06189730390906334,
-0.09894360601902008,
0.4039367139339447,
0.04376351833343506,
0.1754368543624878,
-0.3582153618335724,
-0.05551231652498245,
-0.0030413952190428972,
0.2734007239341736,
0.5874114632606506,
0.25275468826293945,
-0.32449856400489807,
-0.11659101396799088,
0.013462305068969727,
0.14605934917926788,
-0.552054762840271,
-0.23863543570041656,
-0.5006161332130432,
-0.7984437942504883,
0.5032180547714233,
0.42845749855041504,
0.3214556872844696,
0.5241759419441223,
0.8791762590408325,
-0.11533163487911224,
-0.3251063823699951,
0.4962404668331146,
-0.3344098925590515,
0.5247266292572021,
-0.35982441902160645,
-0.22458519041538239,
-0.17432217299938202,
-0.4650654196739197,
-1.0352534055709839,
-0.06065387278795242,
-1.5220729112625122,
-0.3375258147716522,
0.3627469837665558,
-0.6447675824165344,
-0.3854828476905823,
1.19114089012146,
-0.4141062796115875,
0.7639036178588867,
0.7013642191886902,
0.48742595314979553,
-0.1632072627544403,
-0.1340842992067337,
0.17563970386981964,
0.1457761973142624,
-0.8135790228843689,
-0.936735212802887,
1.6687266826629639,
-0.12055481225252151,
1.1670780181884766,
0.3197596073150635,
0.7276032567024231,
0.8308129906654358,
0.10307008773088455,
-0.5398250222206116,
0.4493138790130615,
-0.7591521143913269,
-0.7881671190261841,
-0.5704101324081421,
-0.48370298743247986,
-2.0760550498962402,
0.03568170592188835,
-0.23925982415676117,
-0.30219241976737976,
0.6534881591796875,
0.0994873121380806,
-0.3099364638328552,
0.18948689103126526,
-0.16405989229679108,
0.9281238913536072,
-0.009130759164690971,
-0.2614772319793701,
-0.25438809394836426,
-0.7719770073890686,
0.020844820886850357,
-0.051418595016002655,
-0.1242993101477623,
-0.4634562134742737,
-0.46441003680229187,
0.992613673210144,
-0.29427003860473633,
0.47666335105895996,
-0.1838466376066208,
-0.4480907618999481,
0.49757662415504456,
-0.2575526833534241,
-0.16506949067115784,
0.26115086674690247,
-0.19199888408184052,
-0.03312299773097038,
0.3160017430782318,
-0.6933236122131348,
0.19819442927837372,
0.5263811945915222,
-0.37873128056526184,
0.024266233667731285,
-0.5765284299850464,
-0.3261081576347351,
0.30602043867111206,
0.1929667443037033,
0.11372192949056625,
0.869772732257843,
-0.7445813417434692,
0.3593007028102875,
0.6743120551109314,
-0.054862506687641144,
0.39121437072753906,
0.9070382714271545,
-0.13300259411334991,
-0.2287582904100418,
0.9164077043533325,
0.7123883962631226,
-0.5560923218727112,
0.10981420427560806,
-0.14388491213321686,
-0.591079831123352,
-0.1715383231639862,
-0.3102024495601654,
0.03136063367128372,
-0.5533567667007446,
0.009770235978066921,
-0.6162144541740417,
0.13236428797245026,
-1.0117263793945312,
0.6358642578125,
0.16157054901123047,
-0.6900849938392639,
-0.4018273949623108,
-0.4452383518218994,
0.41748079657554626,
1.1579437255859375,
-0.633270263671875,
0.5712538361549377,
-0.7650492787361145,
0.5999434590339661,
0.12499122321605682,
0.5211429595947266,
-1.284786581993103,
-0.34873583912849426,
0.08563191443681717,
0.005714643746614456,
-0.5366929173469543,
-0.7037965059280396,
0.3961227536201477,
-0.15270641446113586,
0.4007311165332794,
0.9372540712356567,
-0.13672438263893127,
0.30246761441230774,
-0.5546579957008362,
0.46617189049720764,
-0.30270352959632874,
-0.37324005365371704,
0.8495067358016968,
-0.7440880537033081,
-0.1785290241241455,
0.6543636322021484,
0.6426594853401184,
-0.5475863814353943,
-0.04226256534457207,
-1.2367445230484009,
-0.6087400317192078,
0.433920294046402,
0.36512497067451477,
0.2995438277721405,
0.34334349632263184,
-0.17336593568325043,
0.09136153757572174,
0.6366848349571228,
-0.2886330485343933,
0.17837829887866974,
0.32088702917099,
-0.02558763511478901,
0.04426734521985054,
-0.02157130464911461,
-0.5078515410423279,
-0.4411158859729767,
0.6405815482139587,
0.4240427613258362,
0.4306963384151459,
-0.4899131953716278,
0.4692070186138153,
0.13177838921546936,
0.4003670811653137,
0.7379283905029297,
1.1642102003097534,
-0.24874460697174072,
-0.08821584284305573,
-0.11388123035430908,
-0.37743744254112244,
0.0611913688480854,
0.19326984882354736,
-0.037036724388599396,
0.27906855940818787,
0.4123859405517578,
0.8579224348068237,
0.008295612409710884,
-0.5116128921508789,
0.32976022362709045,
0.3374192416667938,
-0.3533099591732025,
-0.5362305045127869,
0.6238059997558594,
-0.18545888364315033,
-0.17404259741306305,
0.057240743190050125,
-0.2178678959608078,
0.4260224401950836,
-0.5212365388870239,
0.9677794575691223,
-0.19878600537776947,
-1.0912076234817505,
-0.06757853925228119,
0.7297882437705994,
0.5570133328437805,
-0.43714481592178345,
0.6230224370956421,
0.49847739934921265,
-0.2564436197280884,
1.3534997701644897,
-0.0179735254496336,
0.32669034600257874,
-0.11095835268497467,
0.3337876498699188,
0.32056480646133423,
0.4757708013057709,
-0.19237126410007477,
1.1003612279891968,
0.02800390124320984,
-0.7008814215660095,
0.2597149610519409,
-0.27259260416030884,
-0.6410202383995056,
-0.14020606875419617,
-0.5896342992782593,
0.5801252126693726,
-0.13157591223716736,
-0.08827680349349976,
-0.07764951884746552,
-0.05881224945187569,
-0.4251840114593506,
0.5739713907241821,
-0.01243834663182497,
1.261085867881775,
-1.234981894493103,
1.1924928426742554,
0.3664937913417816,
-0.4715215861797333,
-0.4014389216899872,
-0.4338476061820984,
0.09410471469163895,
-1.0774095058441162,
0.2669680714607239,
0.14725364744663239,
0.6429926156997681,
-0.47502073645591736,
-1.1806632280349731,
-0.12520883977413177,
0.5965544581413269,
0.4466593563556671,
-0.9634255170822144,
0.633901059627533,
0.3595253527164459,
0.6141659617424011,
-0.2859892249107361,
-0.1824694126844406,
1.10470449924469,
0.9007642865180969,
0.03985189273953438,
-0.9038888216018677,
-0.7738195061683655,
-0.3698403537273407,
-0.6896551251411438,
0.6316823959350586,
-0.5841478705406189,
0.5915228128433228,
-0.05057496950030327,
0.0949542447924614,
-0.583513081073761,
0.5629904866218567,
-0.017762551084160805,
0.33394724130630493,
0.4973597526550293,
0.862878143787384,
0.7990362048149109,
-0.5647547841072083,
0.8611563444137573,
-0.01278043631464243,
0.3988676071166992,
1.0933235883712769,
-0.3877823054790497,
0.22543151676654816,
0.3493492305278778,
-0.1453782021999359,
0.4274488091468811,
0.9705113768577576,
-0.5660596489906311,
0.48128288984298706,
0.3820817470550537,
0.09360550343990326,
-0.05276637151837349,
-0.5762232542037964,
-0.46929606795310974,
0.40366125106811523,
0.5027523636817932,
-0.14372898638248444,
-0.342119425535202,
-0.11709798872470856,
0.20106543600559235,
0.21184971928596497,
-0.5035200715065002,
1.132790207862854,
0.09947852045297623,
-0.13672992587089539,
0.11114714294672012,
-0.3555361330509186,
0.10868274420499802,
-0.5373515486717224,
-0.5765795707702637,
-0.0385873056948185,
-0.14320239424705505,
-0.13749296963214874,
-1.6563355922698975,
0.6393136978149414,
0.2826102077960968,
0.5268447995185852,
-0.5906441807746887,
0.5284588932991028,
-0.5424817800521851,
-0.8845933675765991,
0.07616426050662994,
0.053359340876340866,
0.8039918541908264,
0.3118959069252014,
-0.9873887300491333,
-0.00876000989228487,
-0.18180683255195618,
-0.23130467534065247,
-0.2635955214500427,
0.7795922160148621,
-0.4453710913658142,
0.8557774424552917,
0.27810245752334595,
0.35008659958839417,
-0.28860029578208923,
0.25188133120536804,
1.1283694505691528,
-0.5795031785964966,
-0.6888178586959839,
-0.6161475777626038,
0.4623819887638092,
-0.31003013253211975,
-0.9366979002952576,
0.30107393860816956,
1.1233841180801392,
0.5534080266952515,
0.2705475389957428,
0.5475073456764221,
-0.743870198726654,
0.39927220344543457,
-0.28517037630081177,
0.7991297841072083,
-0.35242217779159546,
0.2231072634458542,
0.37950780987739563,
-0.35701513290405273,
-0.20427238941192627,
-0.09654597193002701,
-0.4195803701877594,
-0.41961008310317993,
-0.054401952773332596,
1.1527546644210815,
-0.5379394292831421,
-0.06946302205324173,
0.34091344475746155,
0.11134303361177444,
-0.0336005873978138,
0.39284202456474304,
0.30989280343055725,
-0.40909048914909363,
0.3297199308872223,
-0.09868630021810532,
0.12211720645427704,
-0.18724963068962097,
-0.7019278407096863,
-0.7456700205802917,
-0.22553955018520355,
-0.21806111931800842,
-0.842936098575592,
0.2718162536621094,
0.9575895667076111,
0.6889329552650452,
-1.5288182497024536,
-0.7374604344367981,
0.1716022491455078,
0.24898400902748108,
0.43781790137290955,
-0.0464228056371212,
0.44387325644493103,
-0.06717747449874878,
-0.3052064776420593,
0.21568332612514496,
0.06207570806145668,
0.07892578095197678,
0.25100547075271606,
0.1261327564716339,
-0.1459108144044876,
0.21689200401306152,
0.2977512776851654,
0.10813877731561661,
-0.19366274774074554,
-0.12198592722415924,
-0.763484001159668,
-0.6853638291358948,
0.44708722829818726,
0.8382711410522461,
-0.2494339942932129,
0.315980464220047,
0.6301983594894409,
0.25413164496421814,
0.6140623092651367,
0.21876516938209534,
0.5476938486099243,
-0.6243904829025269,
0.7589883804321289,
0.44780516624450684,
0.5254693627357483,
-0.18813569843769073,
-0.3321172595024109,
1.4636008739471436,
0.2015737146139145,
-0.3466241657733917,
-0.26214665174484253,
0.06722774356603622,
-1.3263731002807617,
-0.19148482382297516,
0.5546499490737915,
-0.07671886682510376,
-0.586253821849823,
-0.5330739617347717,
-0.6410681009292603,
0.22498056292533875,
-1.3552578687667847,
0.5445293188095093,
0.4373043179512024,
0.14415214955806732,
-0.006942256353795528,
-0.5968062281608582,
0.21981309354305267,
-0.28108543157577515,
-1.1771365404129028,
-0.42329689860343933,
0.8850943446159363,
0.40663376450538635,
-0.4144654870033264,
0.718596339225769,
-0.3690963387489319,
0.5159485936164856,
0.24306638538837433,
0.2639230787754059,
0.03219989314675331,
-0.3038419187068939,
-0.6022814512252808,
0.13189317286014557,
-0.8860896229743958,
-0.4888317883014679
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
cornell_movie_dialog | null | 2023-04-05T10:02:37Z | 391 | 12 | cornell-movie-dialogs-corpus | [
"language:en",
"region:us"
] | 2023-04-05T10:02:37Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
language:
- en
paperswithcode_id: cornell-movie-dialogs-corpus
pretty_name: Cornell Movie-Dialogs Corpus
dataset_info:
features:
- name: movieID
dtype: string
- name: movieTitle
dtype: string
- name: movieYear
dtype: string
- name: movieIMDBRating
dtype: string
- name: movieNoIMDBVotes
dtype: string
- name: movieGenres
sequence: string
- name: characterID1
dtype: string
- name: characterID2
dtype: string
- name: characterName1
dtype: string
- name: characterName2
dtype: string
- name: utterance
sequence:
- name: text
dtype: string
- name: LineID
dtype: string
splits:
- name: train
num_bytes: 19548840
num_examples: 83097
download_size: 9916637
dataset_size: 19548840
---
# Dataset Card for "cornell_movie_dialog"
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [http://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html](http://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html)
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Size of downloaded dataset files:** 9.92 MB
- **Size of the generated dataset:** 19.55 MB
- **Total amount of disk used:** 29.46 MB
### Dataset Summary
This corpus contains a large metadata-rich collection of fictional conversations extracted from raw movie scripts:
- 220,579 conversational exchanges between 10,292 pairs of movie characters
- involves 9,035 characters from 617 movies
- in total 304,713 utterances
- movie metadata included:
- genres
- release year
- IMDB rating
- number of IMDB votes
- IMDB rating
- character metadata included:
- gender (for 3,774 characters)
- position on movie credits (3,321 characters)
### Supported Tasks and Leaderboards
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Languages
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Dataset Structure
### Data Instances
#### default
- **Size of downloaded dataset files:** 9.92 MB
- **Size of the generated dataset:** 19.55 MB
- **Total amount of disk used:** 29.46 MB
An example of 'train' looks as follows.
```
{
"characterID1": "u0 ",
"characterID2": " u2 ",
"characterName1": " m0 ",
"characterName2": " m0 ",
"movieGenres": ["comedy", "romance"],
"movieID": " m0 ",
"movieIMDBRating": " 6.90 ",
"movieNoIMDBVotes": " 62847 ",
"movieTitle": " f ",
"movieYear": " 1999 ",
"utterance": {
"LineID": ["L1"],
"text": ["L1 "]
}
}
```
### Data Fields
The data fields are the same among all splits.
#### default
- `movieID`: a `string` feature.
- `movieTitle`: a `string` feature.
- `movieYear`: a `string` feature.
- `movieIMDBRating`: a `string` feature.
- `movieNoIMDBVotes`: a `string` feature.
- `movieGenres`: a `list` of `string` features.
- `characterID1`: a `string` feature.
- `characterID2`: a `string` feature.
- `characterName1`: a `string` feature.
- `characterName2`: a `string` feature.
- `utterance`: a dictionary feature containing:
- `text`: a `string` feature.
- `LineID`: a `string` feature.
### Data Splits
| name |train|
|-------|----:|
|default|83097|
## Dataset Creation
### Curation Rationale
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the source language producers?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Annotations
#### Annotation process
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the annotators?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Personal and Sensitive Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Discussion of Biases
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Other Known Limitations
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Additional Information
### Dataset Curators
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Licensing Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Citation Information
```
@InProceedings{Danescu-Niculescu-Mizil+Lee:11a,
author={Cristian Danescu-Niculescu-Mizil and Lillian Lee},
title={Chameleons in imagined conversations:
A new approach to understanding coordination of linguistic style in dialogs.},
booktitle={Proceedings of the
Workshop on Cognitive Modeling and Computational Linguistics, ACL 2011},
year={2011}
}
```
### Contributions
Thanks to [@mariamabarham](https://github.com/mariamabarham), [@patrickvonplaten](https://github.com/patrickvonplaten), [@thomwolf](https://github.com/thomwolf) for adding this dataset. | [
-0.591090977191925,
-0.6942179203033447,
0.13194692134857178,
-0.09330859035253525,
-0.2813493609428406,
0.11247847974300385,
-0.3490999639034271,
-0.277738481760025,
0.679240882396698,
0.49286606907844543,
-0.8385587334632874,
-0.8128566741943359,
-0.5451103448867798,
0.11224555224180222,
-0.23347090184688568,
1.2832945585250854,
-0.053590402007102966,
-0.21103377640247345,
-0.30213847756385803,
-0.25197044014930725,
-0.31902146339416504,
-0.4021117687225342,
-0.2950729727745056,
-0.11413723975419998,
0.3024475574493408,
0.5453863143920898,
0.8382147550582886,
1.020256519317627,
0.4985189437866211,
0.32077690958976746,
0.012500339187681675,
0.06443983316421509,
-0.43850210309028625,
-0.10868813097476959,
0.033744264394044876,
-0.20674115419387817,
-0.462092787027359,
0.15736553072929382,
0.726059079170227,
0.6614707112312317,
-0.1272897571325302,
0.49097946286201477,
-0.0575622022151947,
0.8564032316207886,
-0.3016469180583954,
0.6382761001586914,
-0.21679145097732544,
-0.029326435178518295,
-0.4262266159057617,
-0.033938854932785034,
0.08124968409538269,
-0.41611358523368835,
0.016193240880966187,
-0.7855199575424194,
0.14368829131126404,
0.04739484563469887,
0.9327590465545654,
0.18395940959453583,
0.021091444417834282,
-0.17840243875980377,
-0.3091960549354553,
0.6049344539642334,
-0.7062625288963318,
0.0817541778087616,
0.6295734643936157,
0.14724339544773102,
0.059707656502723694,
-0.5423435568809509,
-0.720120906829834,
0.09496460855007172,
-0.2158740758895874,
0.20300474762916565,
-0.11906080693006516,
-0.17230316996574402,
0.5642648339271545,
0.6904395818710327,
-0.6649746298789978,
-0.24221761524677277,
-0.5727630853652954,
-0.16174092888832092,
1.0068727731704712,
0.3219045400619507,
0.2532874047756195,
-0.5745887756347656,
0.04436769708991051,
-0.5176030993461609,
-0.14487789571285248,
0.1474662870168686,
0.5522230267524719,
0.4772922098636627,
-0.9433717131614685,
0.7179939150810242,
-0.1543523222208023,
0.517100989818573,
-0.013998044654726982,
0.08128921687602997,
0.6904693841934204,
-0.6255053877830505,
-0.18535880744457245,
-0.09635930508375168,
0.9004454016685486,
0.818641185760498,
0.07928280532360077,
0.25522512197494507,
0.20798856019973755,
0.007778374012559652,
-0.10138536989688873,
-0.7051178812980652,
-0.40880048274993896,
0.5963936448097229,
-0.5383468270301819,
-0.5154975056648254,
0.055348485708236694,
-1.2747761011123657,
-0.3926762044429779,
-0.4618900716304779,
0.08978872001171112,
-0.36229565739631653,
-0.45874908566474915,
-0.12413687258958817,
-0.24572539329528809,
0.3677647113800049,
0.23661041259765625,
-0.6338262557983398,
0.28251564502716064,
0.4904464781284332,
0.9256691932678223,
-0.04101012647151947,
-0.2977840304374695,
-0.24074687063694,
-0.012154076248407364,
-0.07537932693958282,
0.5742062926292419,
-0.45065975189208984,
-0.4622831642627716,
0.00967301893979311,
0.28272897005081177,
-0.100777268409729,
-0.34381765127182007,
0.8274834156036377,
0.03872326388955116,
0.339612752199173,
-0.43206679821014404,
-0.5332017540931702,
-0.08389946818351746,
0.31230536103248596,
-0.8263092637062073,
1.1486011743545532,
0.26068609952926636,
-0.8754535913467407,
0.12720631062984467,
-0.9191537499427795,
-0.26410436630249023,
0.056230444461107254,
-0.21313923597335815,
-0.399679034948349,
-0.2592579126358032,
0.19555257260799408,
0.46724897623062134,
-0.533475935459137,
0.4672366678714752,
-0.34400367736816406,
-0.18786561489105225,
0.20221130549907684,
-0.001535440911538899,
1.2841131687164307,
0.22962841391563416,
-0.11454000324010849,
0.03942807763814926,
-0.8746403455734253,
-0.16152839362621307,
0.3692336082458496,
-0.16236931085586548,
0.04217974469065666,
-0.23848962783813477,
0.38557523488998413,
0.15046340227127075,
0.04693833366036415,
-0.4066815972328186,
0.35487422347068787,
-0.12090679258108139,
0.3106973171234131,
0.7692797183990479,
0.002999606542289257,
0.32260581851005554,
-0.5045138597488403,
0.4329272508621216,
0.22324909269809723,
0.338819295167923,
-0.12359632551670074,
-0.44945189356803894,
-0.7401565909385681,
-0.1449948102235794,
0.16394150257110596,
0.584915816783905,
-0.7182061076164246,
0.8333635926246643,
-0.41460299491882324,
-0.6817358136177063,
-0.5429418683052063,
0.09097267687320709,
0.15806269645690918,
0.56565922498703,
0.2922913134098053,
-0.5715862512588501,
-0.7661060690879822,
-0.8621547222137451,
0.24391727149486542,
-0.3452602028846741,
0.1713990718126297,
0.7230291366577148,
0.7100639939308167,
-0.20539478957653046,
0.8663374781608582,
-0.7732316851615906,
-0.30357667803764343,
-0.34190231561660767,
-0.1779595911502838,
0.40276259183883667,
0.6829413771629333,
0.48524144291877747,
-0.7807319164276123,
-0.3243432641029358,
-0.25925660133361816,
-0.9488914608955383,
-0.09599611908197403,
0.029662849381566048,
-0.241254985332489,
0.11743408441543579,
0.3736453056335449,
-0.6169761419296265,
0.4095268249511719,
0.5368384122848511,
-0.5413321256637573,
0.5523951053619385,
0.07147619128227234,
0.2106703519821167,
-1.341520071029663,
0.27683669328689575,
0.15198154747486115,
0.12350069731473923,
-0.573090136051178,
-0.33244314789772034,
-0.37326791882514954,
-0.2005951851606369,
-0.22483958303928375,
0.6442883014678955,
-0.16680295765399933,
0.13066533207893372,
0.3136875033378601,
0.15069647133350372,
0.009018458425998688,
0.7455837726593018,
-0.06743144989013672,
0.5005927085876465,
0.9567379355430603,
-0.48648035526275635,
0.5162490010261536,
0.6077295541763306,
-0.35733115673065186,
0.677348792552948,
-0.6341981291770935,
0.09214553236961365,
-0.35380932688713074,
0.45190727710723877,
-0.8025210499763489,
-0.6132862567901611,
0.5994223356246948,
-0.5082129836082458,
0.3231230676174164,
-0.3836137354373932,
-0.5474637746810913,
-0.478312611579895,
-0.5987284779548645,
0.19543401896953583,
0.37758368253707886,
-0.19574123620986938,
0.6131832003593445,
0.7536481618881226,
-0.08350729942321777,
-0.2870682179927826,
-0.7279882431030273,
0.04776759445667267,
-0.28669238090515137,
-0.7616878151893616,
0.40036869049072266,
-0.4095953404903412,
-0.23283806443214417,
0.026445835828781128,
0.2164466828107834,
-0.06232759356498718,
-0.1573459506034851,
0.3213843107223511,
0.3480221629142761,
0.08538322895765305,
-0.09150218218564987,
-0.09939755499362946,
-0.08525025099515915,
-0.09105071425437927,
-0.1069362461566925,
0.44611856341362,
-0.1721692830324173,
-0.01050720177590847,
-0.3529973328113556,
0.3240159749984741,
0.47951433062553406,
-0.1021062433719635,
0.4971846342086792,
0.9765011072158813,
-0.2091107964515686,
0.25933706760406494,
-0.48777568340301514,
-0.16481399536132812,
-0.4007638096809387,
0.2169002890586853,
-0.03513665124773979,
-0.768582820892334,
0.8922033905982971,
0.17075134813785553,
0.11357143521308899,
0.6118295788764954,
0.5247495174407959,
-0.11038815975189209,
0.5942239761352539,
0.31719130277633667,
-0.27681848406791687,
0.6675654053688049,
-0.6725725531578064,
-0.21624790132045746,
-0.8396543264389038,
-0.24315905570983887,
-0.5150063037872314,
-0.40959399938583374,
-1.0207834243774414,
-0.594992458820343,
0.19468480348587036,
-0.08562983572483063,
-0.21656814217567444,
0.4028933644294739,
-0.6545017957687378,
0.3841085731983185,
0.5092145204544067,
0.04749779775738716,
0.023129554465413094,
0.06055736541748047,
-0.01942615769803524,
0.11297624558210373,
-0.5543369054794312,
-0.406230628490448,
1.1701198816299438,
0.32533761858940125,
0.36668193340301514,
0.13619185984134674,
0.6304785013198853,
0.422903448343277,
-0.19582688808441162,
-0.4043847620487213,
0.6659715175628662,
-0.14209115505218506,
-0.6624751687049866,
-0.2792341709136963,
-0.43564870953559875,
-0.790262758731842,
-0.09956522285938263,
-0.1772671937942505,
-0.8363745808601379,
0.5123113393783569,
0.011758353561162949,
-0.08875100314617157,
0.28406140208244324,
-0.7663779854774475,
0.9657285809516907,
-0.07439419627189636,
-0.4140629470348358,
-0.01142293494194746,
-1.14932382106781,
0.2015545666217804,
0.14308269321918488,
0.4512597620487213,
-0.38521435856819153,
0.2000359296798706,
1.1403878927230835,
-0.689826250076294,
0.9283827543258667,
-0.3594267964363098,
0.3503169119358063,
0.5985322594642639,
-0.05137668922543526,
0.4153352677822113,
0.18204668164253235,
-0.22915060818195343,
0.6308466196060181,
0.05180560052394867,
-0.32464393973350525,
-0.45078665018081665,
0.6609184741973877,
-0.7426670789718628,
-0.15133818984031677,
-0.46449121832847595,
-0.613728940486908,
0.013015283271670341,
0.20222944021224976,
0.12387372553348541,
0.4659815728664398,
-0.1169312372803688,
0.17615781724452972,
0.4712848663330078,
-0.33498990535736084,
0.3211185038089752,
0.1865357607603073,
-0.18550005555152893,
-0.8081027269363403,
0.8460407257080078,
0.20714735984802246,
-0.01734752021729946,
0.12603123486042023,
0.21860842406749725,
-0.18347686529159546,
-0.1875133216381073,
-0.6755052208900452,
0.24415871500968933,
-0.4760153591632843,
-0.18205007910728455,
-0.5923553109169006,
-0.16401632130146027,
-0.5651838183403015,
-0.03415423631668091,
-0.15981289744377136,
-0.5657135844230652,
-0.22351716458797455,
-0.399198055267334,
0.932887077331543,
0.45688605308532715,
-0.48162007331848145,
0.0451323539018631,
-0.5271003842353821,
0.1641848087310791,
-0.03823261708021164,
0.5447363257408142,
-0.15552982687950134,
-0.45398038625717163,
-0.4475539028644562,
0.03007463738322258,
-0.23529233038425446,
-0.5115945339202881,
0.30082499980926514,
0.08661946654319763,
0.26738667488098145,
-0.10994978994131088,
-0.014456604607403278,
0.6213964223861694,
-0.07474946975708008,
1.156296968460083,
-0.04446086287498474,
-0.7327500581741333,
0.6857950687408447,
-0.6662582755088806,
0.4227685332298279,
0.9646484851837158,
0.31047847867012024,
-0.6351621150970459,
-0.061773184686899185,
-0.8729949593544006,
-0.8836797475814819,
1.0902245044708252,
0.6110097169876099,
0.15059924125671387,
0.07348644733428955,
0.16959665715694427,
-0.09808583557605743,
0.36079731583595276,
-0.4819609820842743,
-0.887570858001709,
-0.3130912780761719,
-0.277883917093277,
-0.12998066842556,
-0.101444311439991,
-0.24051621556282043,
-0.7130976915359497,
0.8153313398361206,
-0.04300124570727348,
0.402311772108078,
0.3267024755477905,
0.18131014704704285,
-0.15905629098415375,
0.020517002791166306,
0.3640424907207489,
0.22234642505645752,
-0.5330253839492798,
-0.1649787276983261,
-0.10541509836912155,
-0.7294330596923828,
-0.22656071186065674,
0.4640156626701355,
-0.2573821246623993,
0.04505948722362518,
0.3158748745918274,
0.9482514262199402,
-0.026303527876734734,
-0.5309551954269409,
0.43950387835502625,
-0.16604243218898773,
-0.2936714291572571,
-0.41132470965385437,
-0.11649980396032333,
-0.1078462153673172,
0.08279497176408768,
0.15699100494384766,
-0.03045475296676159,
0.10001732409000397,
-0.6040506362915039,
0.289588987827301,
0.06684636324644089,
-0.3439936637878418,
-0.3517533838748932,
0.3441067337989807,
0.13423611223697662,
-0.14347301423549652,
0.7087652683258057,
-0.194315105676651,
-0.4354642331600189,
0.6242902874946594,
-0.023088591173291206,
0.9678369164466858,
0.03153873234987259,
0.2749772369861603,
0.7524889707565308,
0.22989018261432648,
0.1654212921857834,
0.3646620512008667,
-0.25015515089035034,
-0.8082268834114075,
-0.05864877998828888,
-0.5948143601417542,
-0.3072768747806549,
0.1552424430847168,
-0.66038978099823,
0.4549448788166046,
-0.5063349008560181,
-0.15315091609954834,
0.08259184658527374,
0.2605322003364563,
-0.8246316313743591,
0.07085015624761581,
0.0211639404296875,
0.8152614831924438,
-0.9493560194969177,
0.5918019413948059,
0.5891907811164856,
-0.861417829990387,
-0.983100414276123,
-0.2662237286567688,
0.41571617126464844,
-0.3954123854637146,
0.19772905111312866,
0.03674741089344025,
0.5394797325134277,
-0.040590543299913406,
-0.7509522438049316,
-0.8716688752174377,
1.2576717138290405,
0.23967456817626953,
-0.3592738211154938,
0.11008532345294952,
0.2127581089735031,
0.5372523069381714,
-0.3991668224334717,
0.3954322934150696,
0.850278377532959,
0.6856549978256226,
0.2336234301328659,
-0.8386811017990112,
0.0730941966176033,
-0.719126284122467,
-0.27229154109954834,
0.10147344321012497,
-0.789707362651825,
0.5281568765640259,
-0.04086625203490257,
-0.07663290947675705,
-0.21813470125198364,
0.43565744161605835,
0.34988945722579956,
0.3947441577911377,
0.40427064895629883,
0.7165249586105347,
0.8545277118682861,
-0.2745295464992523,
1.2861411571502686,
-0.2094663381576538,
0.4203376770019531,
1.0572233200073242,
-0.1028563529253006,
0.470359742641449,
0.4019278585910797,
-0.4607379734516144,
0.5739662051200867,
0.6330819725990295,
-0.3846181333065033,
0.2610999047756195,
0.1444864422082901,
0.014859880320727825,
0.0117527786642313,
-0.5280126929283142,
-0.34023720026016235,
0.423367977142334,
0.3785533010959625,
-0.39307698607444763,
-0.013582859188318253,
-0.10052283853292465,
0.20776188373565674,
-0.15271683037281036,
-0.08712294697761536,
0.8705068826675415,
-0.037250056862831116,
-0.38073626160621643,
0.43179190158843994,
-0.3930056691169739,
0.5627669095993042,
-0.6219793558120728,
-0.08496185392141342,
-0.2794831395149231,
-0.09385996311903,
-0.5197621583938599,
-1.030507206916809,
0.4192841649055481,
0.07498490810394287,
-0.4135472774505615,
-0.14726142585277557,
0.4412177801132202,
-0.5343915820121765,
-0.7435528635978699,
0.10579220205545425,
0.23628166317939758,
0.4829162061214447,
0.3640986382961273,
-1.1853309869766235,
0.6358137726783752,
0.2722284495830536,
-0.2765200734138489,
0.18037636578083038,
0.3241676986217499,
0.01838449202477932,
0.40481066703796387,
0.6920635104179382,
-0.005021393299102783,
-0.2122294157743454,
0.3248835504055023,
0.8383427262306213,
-0.646184504032135,
-0.29219377040863037,
-0.6336981058120728,
0.8682902455329895,
-0.39293548464775085,
-0.39728930592536926,
0.6737688779830933,
0.9017587304115295,
1.1119297742843628,
-0.07379118353128433,
0.8345215320587158,
-0.7326491475105286,
0.5166295766830444,
-0.35541680455207825,
0.5652937293052673,
-0.5462956428527832,
0.19034045934677124,
-0.7395723462104797,
-0.8335039615631104,
-0.3500812351703644,
0.4890807867050171,
-0.1841127872467041,
0.27257871627807617,
0.4481869339942932,
1.0771965980529785,
0.10913112014532089,
0.1823914349079132,
-0.014404497109353542,
0.34113451838493347,
0.34110158681869507,
0.4007914662361145,
0.30491918325424194,
-0.8026428818702698,
0.48924198746681213,
-0.5900235772132874,
-0.1362638622522354,
-0.05283330753445625,
-0.8867394924163818,
-0.6462122201919556,
-1.075181245803833,
-0.7276380062103271,
-0.5422161817550659,
-0.16764171421527863,
1.2479547262191772,
0.6851984262466431,
-0.7842435240745544,
-0.5321106314659119,
-0.04113366827368736,
0.14366784691810608,
-0.08337930589914322,
-0.34315621852874756,
0.6359743475914001,
0.38041338324546814,
-0.7357543706893921,
0.0873924121260643,
0.1351427137851715,
0.09862863272428513,
-0.0426919050514698,
-0.16024209558963776,
-0.4055047929286957,
-0.12916795909404755,
0.429282546043396,
0.31855255365371704,
-0.4342462122440338,
-0.023752961307764053,
-0.28272444009780884,
0.11820775270462036,
0.12328851222991943,
0.5273529291152954,
-0.499599426984787,
0.499409019947052,
0.5655192732810974,
0.2826484739780426,
0.7083534002304077,
0.07359997183084488,
0.3912338316440582,
-0.7166748046875,
0.11591432243585587,
0.04652271419763565,
0.45380258560180664,
0.5620893239974976,
-0.5318664908409119,
0.9999493956565857,
0.3788871765136719,
-0.5421119332313538,
-0.8049272894859314,
-0.12239087373018265,
-1.50261652469635,
0.06703291088342667,
1.180833101272583,
0.1875859498977661,
-0.3304558992385864,
-0.08369453251361847,
-0.3362024128437042,
0.19431418180465698,
-0.7470062375068665,
0.3530161380767822,
0.8049764633178711,
-0.02336052991449833,
-0.06489085406064987,
-0.44283872842788696,
0.5925883054733276,
0.030873645097017288,
-0.9180856347084045,
0.43216440081596375,
0.6648442149162292,
0.17119520902633667,
0.32583433389663696,
0.7215690612792969,
-0.38376644253730774,
0.022939614951610565,
-0.052294474095106125,
0.2187080979347229,
-0.2383822649717331,
-0.0422682985663414,
-0.43666842579841614,
-0.23506399989128113,
-0.3302059769630432,
0.020190253853797913
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
gutenberg_time | null | 2022-11-03T16:32:34Z | 391 | 3 | gutenberg-time-dataset | [
"task_categories:text-classification",
"task_ids:multi-class-classification",
"annotations_creators:crowdsourced",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:100K<n<1M",
"source_datasets:original",
"language:en",
"license:unknown",
"arxiv:2011.04124",
"region:us"
] | 2022-11-03T16:32:34Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- crowdsourced
language_creators:
- found
language:
- en
license:
- unknown
multilinguality:
- monolingual
size_categories:
- 100K<n<1M
source_datasets:
- original
task_categories:
- text-classification
task_ids:
- multi-class-classification
paperswithcode_id: gutenberg-time-dataset
pretty_name: the Gutenberg Time dataset
dataset_info:
features:
- name: guten_id
dtype: string
- name: hour_reference
dtype: string
- name: time_phrase
dtype: string
- name: is_ambiguous
dtype: bool_
- name: time_pos_start
dtype: int64
- name: time_pos_end
dtype: int64
- name: tok_context
dtype: string
config_name: gutenberg
splits:
- name: train
num_bytes: 108550391
num_examples: 120694
download_size: 35853781
dataset_size: 108550391
---
# Dataset Card for the Gutenberg Time dataset
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **[Repository](https://github.com/allenkim/what-time-is-it)**
- **[Paper](https://arxiv.org/abs/2011.04124)**
### Dataset Summary
A clean data resource containing all explicit time references in a dataset of 52,183 novels whose full text is available via Project Gutenberg.
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
Time-of-the-day classification from excerpts.
## Dataset Structure
### Data Instances
```
{
"guten_id": 28999,
"hour_reference": 12,
"time_phrase": "midday",
"is_ambiguous": False,
"time_pos_start": 133,
"time_pos_end": 134,
"tok_context": "Sorrows and trials she had had in plenty in her life , but these the sweetness of her nature had transformed , so that from being things difficult to bear , she had built up with them her own character . Sorrow had increased her own power of sympathy ; out of trials she had learnt patience ; and failure and the gradual sinking of one she had loved into the bottomless slough of evil habit had but left her with an added dower of pity and tolerance . So the past had no sting left , and if iron had ever entered into her soul it now but served to make it strong . She was still young , too ; it was not near sunset with her yet , nor even midday , and the future that , humanly speaking , she counted to be hers was almost dazzling in its brightness . For love had dawned for her again , and no uncertain love , wrapped in the mists of memory , but one that had ripened through liking and friendship and intimacy into the authentic glory . He was in England , too ; she was going back to him . And before very long she would never go away from him again ."
}
```
### Data Fields
```
guten_id - Gutenberg ID number
hour_reference - hour from 0 to 23
time_phrase - the phrase corresponding to the referenced hour
is_ambiguous - boolean whether it is clear whether time is AM or PM
time_pos_start - token position where time_phrase begins
time_pos_end - token position where time_phrase ends (exclusive)
tok_context - context in which time_phrase appears as space-separated tokens
```
### Data Splits
No data splits.
## Dataset Creation
### Curation Rationale
The flow of time is an indispensable guide for our actions, and provides a framework in which to see a logical progression of events. Just as in real life,the clock provides the background against which literary works play out: when characters wake, eat,and act. In most works of fiction, the events of the story take place during recognizable time periods over the course of the day. Recognizing a story’s flow through time is essential to understanding the text.In this paper, we try to capture the flow of time through novels by attempting to recognize what time of day each event in the story takes place at.
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
Novel authors.
### Annotations
#### Annotation process
Manually annotated.
#### Who are the annotators?
Two of the authors.
### Personal and Sensitive Information
No Personal or sensitive information.
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
Allen Kim, Charuta Pethe and Steven Skiena, Stony Brook University
### Licensing Information
[More Information Needed]
### Citation Information
```
@misc{kim2020time,
title={What time is it? Temporal Analysis of Novels},
author={Allen Kim and Charuta Pethe and Steven Skiena},
year={2020},
eprint={2011.04124},
archivePrefix={arXiv},
primaryClass={cs.CL}
}
```
### Contributions
Thanks to [@TevenLeScao](https://github.com/TevenLeScao) for adding this dataset. | [
0.06020868197083473,
-0.36260315775871277,
0.3882850408554077,
0.26744505763053894,
-0.22219014167785645,
-0.013639570213854313,
0.1265508234500885,
-0.5215744972229004,
0.23245170712471008,
0.2844705879688263,
-0.8636154532432556,
-0.5783975720405579,
-0.3173392415046692,
0.29143378138542175,
-0.15374882519245148,
0.9933087229728699,
-0.26138031482696533,
-0.23624178767204285,
-0.10871174931526184,
-0.10479649156332016,
-0.07766658067703247,
-0.41259461641311646,
-0.3361251652240753,
-0.655283510684967,
0.6256682872772217,
0.0037744352594017982,
0.5367451906204224,
0.7597500085830688,
0.28753605484962463,
0.2105851024389267,
-0.1374715119600296,
-0.03657545894384384,
-0.549964964389801,
0.08809377253055573,
-0.21843844652175903,
-0.4811226427555084,
-0.45358479022979736,
0.15588147938251495,
0.6349495649337769,
0.46440088748931885,
0.20816440880298615,
0.4118198752403259,
0.11989389359951019,
0.8682054877281189,
-0.47748884558677673,
0.285476952791214,
-0.02218855358660221,
0.2573390007019043,
-0.7173246741294861,
-0.40592506527900696,
-0.20028579235076904,
-0.5754305720329285,
-0.0715634673833847,
-0.6338455677032471,
0.29890039563179016,
0.062156420201063156,
1.1214165687561035,
-0.05077144131064415,
-0.33569803833961487,
-0.23411498963832855,
-0.6106338500976562,
0.989839494228363,
-0.6414802670478821,
-0.20159673690795898,
0.481185644865036,
0.3753427565097809,
0.0635833889245987,
-0.6378989815711975,
-0.6155000329017639,
0.05879497155547142,
-0.32954806089401245,
0.15239086747169495,
-0.05005829036235809,
-0.3411201238632202,
0.48457396030426025,
0.6634679436683655,
-0.7469374537467957,
-0.36727285385131836,
-0.40704306960105896,
-0.12274589389562607,
0.8133228421211243,
0.5910654067993164,
0.3658646047115326,
-0.5553131103515625,
-0.19907885789871216,
-0.028966626152396202,
-0.3366376757621765,
0.177818164229393,
0.6592304706573486,
0.2430320382118225,
-0.5952728986740112,
0.5045181512832642,
0.13999496400356293,
0.5132178068161011,
-0.23260240256786346,
-0.13277052342891693,
0.5013426542282104,
-0.43601325154304504,
-0.07311850041151047,
-0.08098404854536057,
0.7532072067260742,
0.7318736910820007,
0.47158387303352356,
0.007267883513122797,
-0.027470195665955544,
0.2526150941848755,
0.11224747449159622,
-0.8853640556335449,
-0.07768214493989944,
0.4901980757713318,
-0.7283883094787598,
-0.3829133212566376,
-0.17414824664592743,
-0.790840208530426,
-0.42030489444732666,
-0.18009206652641296,
0.03037516586482525,
-0.35976120829582214,
-0.09918178617954254,
0.12144377082586288,
-0.6026641726493835,
0.300028532743454,
0.025880133733153343,
-0.7954522967338562,
0.06127634271979332,
0.4604119658470154,
0.9916279315948486,
-0.1895759254693985,
-0.24051791429519653,
-0.1160193532705307,
0.28632470965385437,
-0.4362916350364685,
0.5834864974021912,
-0.30162450671195984,
-0.4602023959159851,
0.09845398366451263,
0.509402871131897,
-0.17670752108097076,
0.13082656264305115,
0.8277349472045898,
-0.3784326910972595,
0.45827406644821167,
-0.44619470834732056,
-0.4790167808532715,
-0.17809157073497772,
0.2530665695667267,
-0.8144401907920837,
0.928730845451355,
0.30507558584213257,
-0.8844273090362549,
0.0270045418292284,
-0.6079575419425964,
-0.6739030480384827,
0.12535828351974487,
-0.12902303040027618,
-0.34479957818984985,
-0.11043406277894974,
0.21006502211093903,
0.5575332641601562,
-0.4307894706726074,
0.12808609008789062,
-0.2585107684135437,
-0.21531349420547485,
0.2547130882740021,
-0.24574226140975952,
1.3351614475250244,
0.5100405812263489,
-0.2044328898191452,
-0.5780275464057922,
-0.8098065257072449,
-0.11768224090337753,
0.5542428493499756,
-0.14749398827552795,
-0.39810264110565186,
-0.05790932476520538,
0.5788871645927429,
-0.1135040894150734,
0.39281079173088074,
-0.6789590716362,
0.371717244386673,
-0.21645072102546692,
0.6165444850921631,
0.6218783259391785,
0.39522936940193176,
0.2286762148141861,
-1.0106066465377808,
0.7325780391693115,
-0.01761195994913578,
0.22101335227489471,
-0.33799493312835693,
-0.22850695252418518,
-0.5953007340431213,
0.11484410613775253,
0.38477110862731934,
0.6739175319671631,
-0.6365203857421875,
0.5676232576370239,
-0.3513695001602173,
-0.7677584290504456,
-0.5014051198959351,
-0.16637983918190002,
0.46158817410469055,
0.2195769101381302,
0.23203812539577484,
-0.15373167395591736,
-0.40903714299201965,
-0.4590625762939453,
-0.12289756536483765,
-0.15265288949012756,
0.10686543583869934,
0.4483650326728821,
0.6686286926269531,
-0.29365065693855286,
0.7009285688400269,
-0.9324308037757874,
-0.15512306988239288,
-0.23050591349601746,
0.23484283685684204,
0.34547579288482666,
0.44145551323890686,
0.8981152176856995,
-0.7609042525291443,
-0.3749050498008728,
-0.08913382142782211,
-0.9270110130310059,
-0.3216302990913391,
-0.360501229763031,
-0.17189261317253113,
0.1863282024860382,
0.17146757245063782,
-0.022167395800352097,
0.5955012440681458,
0.43116310238838196,
-0.8622615933418274,
0.7701862454414368,
0.074577696621418,
0.45257753133773804,
-1.2161767482757568,
0.2877768576145172,
-0.24750572443008423,
0.03419676795601845,
-0.3407271206378937,
-0.41271257400512695,
-0.08807525038719177,
0.0015841530403122306,
-0.260057657957077,
1.1079858541488647,
-0.5049840211868286,
0.27158114314079285,
0.1380092352628708,
-0.001209078123793006,
0.5805915594100952,
0.4555133283138275,
-0.13922947645187378,
0.38295647501945496,
0.2763828635215759,
-0.5208490490913391,
0.26037299633026123,
0.27364692091941833,
-0.5823749899864197,
0.7805604934692383,
-0.559470534324646,
-0.12817753851413727,
-0.2019183486700058,
0.05888967588543892,
-0.9416333436965942,
-0.1687789410352707,
0.23692189157009125,
-0.4485423266887665,
0.15535038709640503,
-0.131386861205101,
-0.481882244348526,
-0.21179692447185516,
-0.3072746992111206,
0.5495171546936035,
0.221806138753891,
-0.1881381720304489,
0.9014846086502075,
0.18331749737262726,
-0.22024936974048615,
-0.5114193558692932,
-1.102920651435852,
-0.13258269429206848,
-0.07507538050413132,
-0.6405046582221985,
0.7746451497077942,
-0.49413618445396423,
-0.5022612810134888,
0.09754882752895355,
0.09300649166107178,
0.03405220806598663,
-0.18068727850914001,
0.220793217420578,
0.23580029606819153,
0.03818840533494949,
0.1673271656036377,
0.1290278434753418,
-0.11603552848100662,
-0.21670517325401306,
0.03040788322687149,
0.4977923333644867,
0.07952596992254257,
-0.02993338368833065,
-0.49623000621795654,
0.5827186107635498,
0.6375242471694946,
-0.14611975848674774,
0.5479974746704102,
0.8427450656890869,
-0.45119741559028625,
-0.09384656697511673,
-0.37186095118522644,
0.05802704393863678,
-0.42650967836380005,
-0.05476740375161171,
-0.38786470890045166,
-0.3887923061847687,
0.9864462614059448,
0.5520170331001282,
0.33194631338119507,
0.7704421281814575,
0.2858361601829529,
-0.2666122317314148,
0.16456177830696106,
0.44074052572250366,
-0.20815275609493256,
0.7563537359237671,
-0.7396650910377502,
-0.19053415954113007,
-0.8680779337882996,
-0.10463226586580276,
-0.5906652808189392,
-0.711746096611023,
-0.5036150217056274,
-0.2238861322402954,
0.0718865841627121,
-0.09522226452827454,
-0.3542877733707428,
0.3154936730861664,
-0.5067086219787598,
0.4472252130508423,
0.36136433482170105,
0.07871342450380325,
0.4030853807926178,
-0.18310430645942688,
-0.17303921282291412,
-0.2215714305639267,
-0.4482576847076416,
-0.5302581191062927,
1.0466089248657227,
0.22265398502349854,
0.5303975939750671,
0.06744454056024551,
0.603206992149353,
0.7486220598220825,
-0.012555437162518501,
-0.3379029333591461,
0.40009063482284546,
-0.20615631341934204,
-0.9966593980789185,
-0.19547975063323975,
-0.3167690336704254,
-1.1054126024246216,
-0.14562949538230896,
-0.00706586753949523,
-0.7002471685409546,
0.707501232624054,
-0.1851375699043274,
-0.6643545627593994,
0.2848528325557709,
-0.6510432958602905,
1.0837703943252563,
-0.3817062973976135,
-0.4233822524547577,
-0.051201511174440384,
-0.7444069385528564,
-0.13537490367889404,
0.5186031460762024,
0.24700769782066345,
-0.3684532046318054,
-0.05662749707698822,
1.0979803800582886,
-0.21964368224143982,
0.9360938668251038,
0.10751958936452866,
0.07932029664516449,
0.44024842977523804,
0.23045921325683594,
0.44630491733551025,
-0.13478899002075195,
-0.18793277442455292,
0.31826186180114746,
0.34059783816337585,
-0.5302332639694214,
-0.368003785610199,
0.6699801087379456,
-0.7183769941329956,
0.17474910616874695,
-0.913295567035675,
-0.6677927374839783,
0.3847082257270813,
0.17612533271312714,
0.5736032724380493,
1.0501022338867188,
-0.3358686864376068,
0.047049831598997116,
0.1795319765806198,
0.01678948663175106,
0.9533266425132751,
0.5926519632339478,
-0.35028430819511414,
-0.46620944142341614,
0.6494465470314026,
0.5288875102996826,
0.05880715698003769,
0.6876027584075928,
0.2778731882572174,
-0.29319822788238525,
-0.07134421169757843,
-0.06875098496675491,
0.4721880853176117,
-0.6145167946815491,
0.02759736031293869,
-0.5871208906173706,
-0.2876211106777191,
-0.514330267906189,
-0.5079289674758911,
-0.09347016364336014,
-0.4165014624595642,
-0.7236291766166687,
-0.1522008776664734,
0.5659626722335815,
0.38859841227531433,
0.06931345909833908,
0.2508355975151062,
-0.7513335347175598,
0.17159639298915863,
-0.05618414655327797,
0.17301765084266663,
0.0317891426384449,
-0.5495975017547607,
-0.34085753560066223,
-0.4176267385482788,
-0.4389282464981079,
-0.8715456128120422,
0.4680604040622711,
0.20288914442062378,
0.19836419820785522,
0.4287334382534027,
0.3944195806980133,
0.341269850730896,
-0.389249712228775,
1.1373260021209717,
-0.13235168159008026,
-0.6357313990592957,
0.3848244547843933,
-0.7385860681533813,
0.7031482458114624,
0.4254651665687561,
0.4649505615234375,
-0.9369827508926392,
-0.13680464029312134,
-0.9226322174072266,
-0.8693910837173462,
0.44877734780311584,
0.37300175428390503,
-0.09930365532636642,
0.2081170231103897,
0.2568526566028595,
0.13757383823394775,
0.24179507791996002,
-0.9902446866035461,
-0.6751035451889038,
-0.07940227538347244,
-0.25432026386260986,
-0.30913251638412476,
-0.16445095837116241,
-0.26670846343040466,
-0.2758924961090088,
0.5534690618515015,
0.1368817687034607,
0.4259670674800873,
0.31847962737083435,
-0.022623630240559578,
-0.1629488319158554,
0.2835175693035126,
0.2093992382287979,
0.6629175543785095,
-0.23271137475967407,
-0.11350573599338531,
-0.24066278338432312,
-0.5216108560562134,
-0.014655768871307373,
0.39533668756484985,
-0.3778844177722931,
0.1529979705810547,
0.9219616055488586,
0.7396763563156128,
0.0773187205195427,
-0.38940754532814026,
0.35835322737693787,
0.16791890561580658,
0.0941065177321434,
-0.7740973234176636,
0.06292372941970825,
-0.14894481003284454,
0.6625843048095703,
0.516588032245636,
-0.1533311903476715,
0.05208761990070343,
-0.5579480528831482,
0.061461206525564194,
-0.03643060103058815,
-0.27308934926986694,
-0.43095603585243225,
0.512368381023407,
0.26110774278640747,
-0.5313474535942078,
0.3193601071834564,
-0.519046425819397,
-0.3449992537498474,
0.6498003602027893,
0.3547256290912628,
1.2547266483306885,
-0.23198652267456055,
0.3088310658931732,
0.516887366771698,
0.42588913440704346,
0.238732248544693,
0.6010019779205322,
-0.0839330330491066,
-0.7398709058761597,
-0.13397148251533508,
-0.9119971990585327,
0.024631619453430176,
0.3090200424194336,
-0.5750444531440735,
0.11513309925794601,
-0.17472361028194427,
-0.30460870265960693,
-0.1805017590522766,
0.4310173988342285,
-0.7002679705619812,
0.031804464757442474,
-0.08797990530729294,
0.7738399505615234,
-1.0484507083892822,
0.4343549609184265,
0.3263462781906128,
-0.5004900097846985,
-0.28419020771980286,
0.1812548041343689,
0.26673024892807007,
-0.3571336269378662,
0.008293562568724155,
0.17587468028068542,
0.23114480078220367,
-0.062430109828710556,
-0.49369150400161743,
-0.5543198585510254,
1.3459335565567017,
-0.06127307936549187,
-0.6011090278625488,
-0.1263207644224167,
-0.25897476077079773,
0.7130100727081299,
-0.5993080735206604,
0.18154601752758026,
0.6926584839820862,
0.7037081122398376,
-0.008333907462656498,
-0.5135610699653625,
0.017771879211068153,
-0.7050949931144714,
-0.0012384160654619336,
0.12787900865077972,
-0.7125400304794312,
0.7523420453071594,
-0.24906645715236664,
-0.49406835436820984,
0.04605565220117569,
0.5999444723129272,
-0.1418079137802124,
0.5675239562988281,
0.23066844046115875,
0.6118840575218201,
0.7140307426452637,
-0.3132570683956146,
1.3317954540252686,
-0.1909950077533722,
0.23627708852291107,
0.950346827507019,
-0.07359392940998077,
0.5159910917282104,
0.28572723269462585,
-0.4002390503883362,
0.6725612878799438,
0.7548713684082031,
-0.10052135586738586,
0.6163558959960938,
-0.03780517727136612,
-0.1255699247121811,
0.04713044688105583,
-0.19755223393440247,
-0.5766894817352295,
0.006237943656742573,
0.19311492145061493,
-0.545864999294281,
-0.181015744805336,
0.14141200482845306,
0.3465888202190399,
0.08435611426830292,
-0.32088226079940796,
0.4682008624076843,
0.20365522801876068,
-0.5197508931159973,
0.40511733293533325,
-0.2988254129886627,
0.3424589931964874,
-0.8259605169296265,
0.13508400321006775,
-0.07860714942216873,
0.4059349596500397,
-0.16177549958229065,
-0.8245214223861694,
0.32151085138320923,
-0.0608488954603672,
-0.6995198130607605,
-0.3117462694644928,
0.41328418254852295,
-0.5708996057510376,
-0.8103585839271545,
0.398258775472641,
0.2420605719089508,
0.12208739668130875,
0.2722656726837158,
-0.7531248331069946,
0.34253019094467163,
0.2299213409423828,
-0.44579216837882996,
-0.13788771629333496,
0.5693256258964539,
0.2659623622894287,
0.4432331621646881,
0.23165440559387207,
0.2645812928676605,
-0.26992321014404297,
0.10688348114490509,
0.4396613538265228,
-0.9140304923057556,
-0.7945465445518494,
-0.7380465269088745,
0.7968041300773621,
-0.1559314876794815,
-0.7631188631057739,
0.6922476887702942,
0.5214564800262451,
0.5898042321205139,
-0.03090631403028965,
0.9025166034698486,
-0.48297667503356934,
0.6453343629837036,
-0.47653257846832275,
0.8585034608840942,
-0.68277508020401,
0.03179053217172623,
-0.38551434874534607,
-0.7236979007720947,
-0.024490298703312874,
0.5273358225822449,
-0.5480186939239502,
0.02835579216480255,
0.9684914946556091,
0.6733630299568176,
0.2819383442401886,
0.23145191371440887,
0.008622669614851475,
0.4115702509880066,
0.23233501613140106,
0.712212324142456,
0.5054916143417358,
-0.7619967460632324,
0.3053895831108093,
-0.09756086021661758,
-0.3158968389034271,
-0.3704153597354889,
-1.1941006183624268,
-0.8869509100914001,
-1.1074446439743042,
-0.3985436260700226,
-0.5268139839172363,
0.14921362698078156,
0.7864018082618713,
0.11002674698829651,
-0.717241108417511,
-0.4107978045940399,
0.4472353160381317,
0.11970064043998718,
-0.6970668435096741,
-0.27682560682296753,
0.6051667332649231,
-0.07576324790716171,
-0.6830839514732361,
0.010523214936256409,
-0.05720928683876991,
0.27122369408607483,
-0.17655476927757263,
-0.05216970294713974,
-0.35211536288261414,
0.11305692791938782,
0.3234955370426178,
0.21063224971294403,
-0.2505840063095093,
0.07019906491041183,
-0.11049014329910278,
-0.2653113305568695,
0.061924226582050323,
0.8107801675796509,
-0.22125963866710663,
0.6182140707969666,
0.8497946262359619,
0.2378217875957489,
0.7851988673210144,
-0.085648313164711,
0.5141687989234924,
-0.8329847455024719,
0.049456823617219925,
0.49447187781333923,
0.5691707730293274,
0.3810286521911621,
-0.5740827918052673,
0.678238570690155,
0.597201406955719,
-0.7689256072044373,
-0.7121713757514954,
0.1419428586959839,
-1.0397964715957642,
-0.3300432860851288,
1.2605468034744263,
0.0015970774693414569,
-0.48940807580947876,
-0.3278496563434601,
0.05272982642054558,
0.23329812288284302,
-0.497079074382782,
0.6608948707580566,
1.2095474004745483,
0.03758052736520767,
0.32431262731552124,
-0.5587570071220398,
0.5206085443496704,
-0.2558763325214386,
-0.6764968633651733,
0.2984295189380646,
0.4669107496738434,
0.10335022211074829,
0.49052339792251587,
0.9404345750808716,
-0.37714385986328125,
0.009709540754556656,
0.133365198969841,
0.16644421219825745,
-0.18032501637935638,
-0.5034016966819763,
-0.1171957403421402,
0.10775701701641083,
-0.6525246500968933,
-0.2402477115392685
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
mwsc | null | 2023-04-05T13:33:22Z | 391 | 0 | null | [
"task_categories:multiple-choice",
"task_ids:multiple-choice-coreference-resolution",
"annotations_creators:expert-generated",
"language_creators:expert-generated",
"multilinguality:monolingual",
"size_categories:n<1K",
"source_datasets:extended|winograd_wsc",
"language:en",
"license:cc-by-4.0",
"arxiv:1806.08730",
"region:us"
] | 2023-04-05T13:33:22Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- expert-generated
language:
- en
language_creators:
- expert-generated
license:
- cc-by-4.0
multilinguality:
- monolingual
pretty_name: Modified Winograd Schema Challenge (MWSC)
size_categories:
- n<1K
source_datasets:
- extended|winograd_wsc
task_categories:
- multiple-choice
task_ids:
- multiple-choice-coreference-resolution
paperswithcode_id: null
dataset_info:
features:
- name: sentence
dtype: string
- name: question
dtype: string
- name: options
sequence: string
- name: answer
dtype: string
splits:
- name: train
num_bytes: 11022
num_examples: 80
- name: test
num_bytes: 15220
num_examples: 100
- name: validation
num_bytes: 13109
num_examples: 82
download_size: 19197
dataset_size: 39351
---
# Dataset Card for The modified Winograd Schema Challenge (MWSC)
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [http://decanlp.com](http://decanlp.com)
- **Repository:** https://github.com/salesforce/decaNLP
- **Paper:** [The Natural Language Decathlon: Multitask Learning as Question Answering](https://arxiv.org/abs/1806.08730)
- **Point of Contact:** [Bryan McCann](mailto:bmccann@salesforce.com), [Nitish Shirish Keskar](mailto:nkeskar@salesforce.com)
- **Size of downloaded dataset files:** 19.20 kB
- **Size of the generated dataset:** 39.35 kB
- **Total amount of disk used:** 58.55 kB
### Dataset Summary
Examples taken from the Winograd Schema Challenge modified to ensure that answers are a single word from the context.
This Modified Winograd Schema Challenge (MWSC) ensures that scores are neither inflated nor deflated by oddities in phrasing.
### Supported Tasks and Leaderboards
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Languages
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Dataset Structure
### Data Instances
#### default
- **Size of downloaded dataset files:** 0.02 MB
- **Size of the generated dataset:** 0.04 MB
- **Total amount of disk used:** 0.06 MB
An example looks as follows:
```
{
"sentence": "The city councilmen refused the demonstrators a permit because they feared violence.",
"question": "Who feared violence?",
"options": [ "councilmen", "demonstrators" ],
"answer": "councilmen"
}
```
### Data Fields
The data fields are the same among all splits.
#### default
- `sentence`: a `string` feature.
- `question`: a `string` feature.
- `options`: a `list` of `string` features.
- `answer`: a `string` feature.
### Data Splits
| name |train|validation|test|
|-------|----:|---------:|---:|
|default| 80| 82| 100|
## Dataset Creation
### Curation Rationale
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the source language producers?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Annotations
#### Annotation process
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the annotators?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Personal and Sensitive Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Discussion of Biases
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Other Known Limitations
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Additional Information
### Dataset Curators
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Licensing Information
Our code for running decaNLP has been open sourced under BSD-3-Clause.
We chose to restrict decaNLP to datasets that were free and publicly accessible for research, but you should check their individual terms if you deviate from this use case.
From the [Winograd Schema Challenge](https://cs.nyu.edu/~davise/papers/WinogradSchemas/WS.html):
> Both versions of the collections are licenced under a [Creative Commons Attribution 4.0 International License](http://creativecommons.org/licenses/by/4.0/).
### Citation Information
If you use this in your work, please cite:
```
@article{McCann2018decaNLP,
title={The Natural Language Decathlon: Multitask Learning as Question Answering},
author={Bryan McCann and Nitish Shirish Keskar and Caiming Xiong and Richard Socher},
journal={arXiv preprint arXiv:1806.08730},
year={2018}
}
```
### Contributions
Thanks to [@thomwolf](https://github.com/thomwolf), [@lewtun](https://github.com/lewtun), [@ghomasHudson](https://github.com/ghomasHudson), [@lhoestq](https://github.com/lhoestq) for adding this dataset.
| [
-0.47259649634361267,
-0.44791167974472046,
0.22547104954719543,
-0.016425009816884995,
-0.2229740470647812,
0.1879047453403473,
-0.48786476254463196,
-0.5365590453147888,
0.4355664551258087,
0.5720531344413757,
-0.7708761096000671,
-0.9421494007110596,
-0.5597552061080933,
0.16988523304462433,
0.034845415502786636,
1.2288317680358887,
-0.20987556874752045,
-0.28587326407432556,
-0.5230733156204224,
-0.33698147535324097,
-0.4243265688419342,
-0.43156060576438904,
-0.25214627385139465,
-0.07208063453435898,
0.4223076403141022,
0.6372062563896179,
0.5413251519203186,
0.7116855978965759,
0.7501676678657532,
0.28854086995124817,
-0.13696756958961487,
0.20133444666862488,
-0.3538157343864441,
0.12663045525550842,
0.04139675945043564,
-0.24558013677597046,
-0.5190672278404236,
0.12724779546260834,
0.44592800736427307,
0.7094363570213318,
-0.4708366394042969,
0.5044578909873962,
0.05765238031744957,
0.7452619671821594,
-0.40065357089042664,
0.6893019676208496,
-0.44710099697113037,
-0.28355684876441956,
-0.5736328959465027,
0.11611750721931458,
-0.07862716168165207,
-0.47747114300727844,
-0.1641780585050583,
-0.8073367476463318,
0.2490365356206894,
0.1080712378025055,
0.8395342826843262,
0.3030998110771179,
-0.20779770612716675,
-0.3514884114265442,
-0.3705069124698639,
0.7033371329307556,
-0.9200071096420288,
0.1677742749452591,
0.6181139945983887,
0.3318305015563965,
-0.15315108001232147,
-0.5810390114784241,
-0.5741593837738037,
-0.014645439572632313,
-0.26185715198516846,
0.1832364797592163,
-0.0725625604391098,
-0.022106720134615898,
0.5693984031677246,
0.6143366098403931,
-0.8174911737442017,
-0.23078440129756927,
-0.6778829097747803,
-0.2752200961112976,
1.0346505641937256,
0.4413064122200012,
-0.007295108400285244,
-0.4188709855079651,
-0.03561462089419365,
-0.33751973509788513,
-0.3851461708545685,
0.1526879519224167,
0.5435176491737366,
0.6419724822044373,
-0.5270193815231323,
0.7214752435684204,
-0.3891623020172119,
0.7827627658843994,
-0.03675462305545807,
-0.24809463322162628,
0.856436014175415,
-0.6193218231201172,
-0.10683820396661758,
-0.18952295184135437,
0.7915228009223938,
0.499133825302124,
-0.13348901271820068,
0.08097908645868301,
0.14652712643146515,
0.12551584839820862,
-0.08635910600423813,
-0.6836413145065308,
-0.31052324175834656,
0.5959457159042358,
-0.522337794303894,
-0.5162598490715027,
-0.006896140985190868,
-0.9773430824279785,
-0.3354763984680176,
-0.45939403772354126,
0.028433822095394135,
-0.40853196382522583,
-0.3677518367767334,
0.30336838960647583,
-0.30865663290023804,
0.24540436267852783,
0.21621304750442505,
-0.6818627119064331,
0.2858741581439972,
0.5324563384056091,
0.6067018508911133,
-0.010854712687432766,
-0.32897889614105225,
-0.10660619288682938,
0.011505333706736565,
-0.12489507347345352,
0.6278204321861267,
-0.5193777680397034,
-0.20705074071884155,
-0.2970026135444641,
0.32167500257492065,
-0.2906026542186737,
-0.37244686484336853,
0.6532205939292908,
-0.12214440107345581,
0.7367295622825623,
-0.5650662779808044,
-0.4887389540672302,
-0.16294515132904053,
0.32041895389556885,
-0.6821259260177612,
1.42982017993927,
0.3957698941230774,
-1.1421539783477783,
0.2724311351776123,
-1.0022259950637817,
-0.42576268315315247,
0.18890471756458282,
0.033533841371536255,
-0.1787601113319397,
-0.24027611315250397,
-0.00936389435082674,
0.3256526291370392,
-0.4825805425643921,
0.5203579068183899,
-0.3129388391971588,
0.02889440581202507,
-0.03643348440527916,
0.08759436756372452,
1.3422091007232666,
0.2283562868833542,
-0.1938239187002182,
0.22201523184776306,
-1.0548726320266724,
-0.13234545290470123,
0.4332242012023926,
-0.330768346786499,
-0.18623144924640656,
-0.17570072412490845,
0.1400495022535324,
0.35656628012657166,
0.2801779508590698,
-0.7291097044944763,
0.4554124176502228,
-0.16560763120651245,
0.3034934997558594,
0.7061445116996765,
-0.03890343755483627,
0.23097316920757294,
-0.5214462280273438,
0.490200936794281,
-0.06152975186705589,
0.4030851721763611,
0.024049879983067513,
-0.5864788889884949,
-0.5897238850593567,
-0.2597779333591461,
0.3178660571575165,
0.7968575358390808,
-0.8627756834030151,
0.61820387840271,
-0.3597325384616852,
-0.8086374402046204,
-0.7332978844642639,
0.1430978924036026,
0.24566656351089478,
0.6438801884651184,
0.5141263008117676,
-0.416290819644928,
-0.6110138893127441,
-0.8332784175872803,
0.2216559201478958,
-0.2977176010608673,
-0.08326949924230576,
0.6495264172554016,
0.7399924993515015,
-0.07066899538040161,
0.747665286064148,
-0.8782617449760437,
-0.3566531538963318,
-0.34308844804763794,
-0.0641043409705162,
0.24377761781215668,
0.5820295810699463,
0.5432113409042358,
-0.5927520394325256,
-0.2065364271402359,
-0.40088000893592834,
-0.838892936706543,
-0.12472764402627945,
0.04597783461213112,
-0.22838008403778076,
0.11486075818538666,
0.4082978367805481,
-0.7562230229377747,
0.27212876081466675,
0.6022692918777466,
-0.6210768222808838,
0.7140923142433167,
0.004070967901498079,
0.09735535085201263,
-1.3931615352630615,
0.4365665316581726,
-0.20908714830875397,
0.09435644745826721,
-0.6033633947372437,
0.029717586934566498,
-0.1993904411792755,
0.01659977436065674,
-0.27657970786094666,
0.38636860251426697,
-0.28585919737815857,
0.2849625051021576,
0.2606184184551239,
0.006967647932469845,
0.005811979528516531,
0.5812203288078308,
-0.1390651911497116,
0.5372864603996277,
0.723044753074646,
-0.4446167051792145,
0.5254397392272949,
0.6024087071418762,
-0.3836418092250824,
0.6760777831077576,
-0.7138937711715698,
0.06665549427270889,
-0.3792394697666168,
0.30375927686691284,
-0.926293671131134,
-0.5518987774848938,
0.6013824939727783,
-0.3889169991016388,
0.4196791350841522,
-0.1085362508893013,
-0.6750549674034119,
-0.7145675420761108,
-0.5753154158592224,
0.2174416333436966,
0.19222906231880188,
-0.09949566423892975,
0.3844744563102722,
0.6693906188011169,
-0.023774275556206703,
-0.35692158341407776,
-0.7447236180305481,
0.11945747584104538,
-0.24982960522174835,
-0.7679613828659058,
0.5074993371963501,
-0.5572304725646973,
-0.09728439152240753,
0.015154551714658737,
0.3030018210411072,
0.1482975035905838,
0.01385447382926941,
0.17410090565681458,
0.19093632698059082,
0.018781857565045357,
0.1074967086315155,
-0.0756334662437439,
-0.16507096588611603,
-0.06464613974094391,
-0.17705802619457245,
0.35767391324043274,
-0.23636071383953094,
-0.22791817784309387,
-0.23651298880577087,
0.32468247413635254,
0.5450635552406311,
-0.37800684571266174,
0.5730500817298889,
0.6255307793617249,
-0.3399518132209778,
0.2809029519557953,
-0.509540319442749,
-0.20603671669960022,
-0.4282281994819641,
0.023379089310765266,
-0.07369669526815414,
-0.9512338042259216,
0.7548800706863403,
0.25954848527908325,
0.40760940313339233,
0.6618602275848389,
0.3941829204559326,
-0.06524211913347244,
0.5227121710777283,
0.3398972153663635,
-0.04177682101726532,
0.37950876355171204,
-0.3479197323322296,
-0.23665015399456024,
-0.9265600442886353,
-0.3955085873603821,
-0.6277319192886353,
-0.40122291445732117,
-0.9010201096534729,
-0.5567881464958191,
-0.03525078669190407,
-0.23072420060634613,
-0.3134029805660248,
0.6250653266906738,
-0.7290371656417847,
0.18223144114017487,
0.614456295967102,
0.026281457394361496,
0.08094853162765503,
-0.16096371412277222,
-0.15201351046562195,
-0.14841555058956146,
-0.6472563743591309,
-0.17910684645175934,
1.169305443763733,
0.21624548733234406,
0.5455877780914307,
0.09806612133979797,
0.8156651854515076,
0.16727113723754883,
0.05551717430353165,
-0.36511483788490295,
0.6161171197891235,
-0.06227816268801689,
-0.7596077919006348,
-0.31833305954933167,
-0.5046564936637878,
-0.9960219860076904,
0.14567995071411133,
-0.1741955280303955,
-0.6872146725654602,
0.45400017499923706,
0.023065660148859024,
-0.10140225291252136,
0.3343110680580139,
-0.5057700276374817,
1.075574517250061,
-0.24152421951293945,
-0.23346149921417236,
0.24148918688297272,
-1.087279200553894,
0.2956305742263794,
0.34178978204727173,
0.5475322604179382,
-0.3873541057109833,
0.1487521529197693,
1.1864207983016968,
-0.4481641948223114,
1.0054844617843628,
-0.5561324954032898,
0.058229509741067886,
0.4752049148082733,
-0.016146669164299965,
0.37442103028297424,
-0.19277559220790863,
-0.12703391909599304,
0.3809676170349121,
0.0818721130490303,
-0.39155110716819763,
-0.2108105570077896,
0.40213191509246826,
-0.38660928606987,
-0.294683575630188,
-0.4867350161075592,
-0.7209236025810242,
-0.10932230949401855,
0.45795953273773193,
0.14568181335926056,
0.27067792415618896,
-0.07645861804485321,
0.288755863904953,
0.46932974457740784,
-0.17765630781650543,
0.19285692274570465,
0.35626131296157837,
-0.12593649327754974,
-0.6682716608047485,
0.9226365685462952,
0.1069067195057869,
0.06231843680143356,
0.08985635638237,
0.2416505217552185,
-0.19018623232841492,
-0.43351566791534424,
-0.5894967317581177,
0.3937333822250366,
-0.5329505801200867,
-0.48615890741348267,
-0.5015423893928528,
-0.028964973986148834,
-0.48239248991012573,
0.1864292025566101,
-0.3282933235168457,
-0.7376523017883301,
-0.2852826714515686,
-0.40445250272750854,
0.7088529467582703,
0.5491032004356384,
-0.39345142245292664,
0.07454097270965576,
-0.4394370913505554,
0.17666013538837433,
-0.04917847365140915,
0.49535369873046875,
-0.22207699716091156,
-0.4291103184223175,
-0.21821622550487518,
0.11871635913848877,
-0.19526918232440948,
-0.638248085975647,
0.17402324080467224,
0.04944266378879547,
0.5644992589950562,
0.129329115152359,
0.23090671002864838,
0.5685054063796997,
-0.13629651069641113,
1.0238579511642456,
-0.09584911167621613,
-0.6488218307495117,
0.606014609336853,
-0.591854453086853,
0.37016886472702026,
1.1028581857681274,
0.2859343886375427,
-0.7029532194137573,
-0.4725959599018097,
-0.8507251739501953,
-0.9388858079910278,
0.8042439818382263,
0.37349289655685425,
-0.019790321588516235,
0.062337249517440796,
0.20123036205768585,
0.03666481375694275,
0.4928373098373413,
-0.5399021506309509,
-0.6931763887405396,
-0.19340352714061737,
-0.3937777280807495,
0.04490156099200249,
-0.20420852303504944,
-0.36552324891090393,
-0.550399899482727,
0.6120679974555969,
-0.16850705444812775,
0.29079410433769226,
0.13981537520885468,
0.06125893443822861,
0.041853126138448715,
0.2194453924894333,
0.6458678245544434,
0.5618323683738708,
-0.4862460792064667,
-0.0209757462143898,
0.048231180757284164,
-0.6639344692230225,
-0.21663358807563782,
0.47836750745773315,
-0.3350096046924591,
-0.04307296499609947,
0.46431928873062134,
0.7681253552436829,
0.20577777922153473,
-0.49950629472732544,
0.4438789486885071,
-0.1388014853000641,
-0.7064453959465027,
-0.16920976340770721,
-0.11236134171485901,
0.2468750774860382,
0.030185651034116745,
0.22927424311637878,
-0.015259106643497944,
-0.009762637317180634,
-0.15320970118045807,
0.20649555325508118,
0.266640841960907,
-0.3197632133960724,
-0.3146532475948334,
0.6564170718193054,
-0.004302943591028452,
0.05856902524828911,
0.5726876854896545,
-0.4668598473072052,
-0.5610944032669067,
0.5896100997924805,
0.22306190431118011,
0.6611212491989136,
-0.2898510992527008,
0.3495878577232361,
0.6083471179008484,
0.6136694550514221,
0.15499521791934967,
0.6701376438140869,
-0.1140269935131073,
-0.6556081771850586,
-0.19630180299282074,
-0.5181368589401245,
-0.2035955786705017,
0.14150705933570862,
-0.8228810429573059,
0.21438497304916382,
-0.23659396171569824,
0.002648025518283248,
0.08611972630023956,
0.164717897772789,
-0.8771515488624573,
-0.01929430291056633,
0.08632779866456985,
1.0318520069122314,
-0.9210864305496216,
0.552907407283783,
0.5571454763412476,
-0.5690382122993469,
-0.6229745149612427,
-0.39122241735458374,
0.2919028401374817,
-0.4544423520565033,
0.13471530377864838,
0.022476784884929657,
0.3460756242275238,
-0.19363908469676971,
-0.8143856525421143,
-1.0038437843322754,
1.37843918800354,
0.2397586703300476,
-0.29765161871910095,
0.024857204407453537,
0.2265980839729309,
0.656510055065155,
-0.3283858895301819,
0.18367132544517517,
0.6022392511367798,
0.7808191776275635,
0.22087587416172028,
-0.9968180656433105,
0.37512877583503723,
-0.3624259829521179,
-0.2446354478597641,
0.10476025938987732,
-0.7662839889526367,
0.7757717967033386,
-0.27556586265563965,
-0.18159452080726624,
-0.3239997923374176,
0.4728800654411316,
0.24352040886878967,
0.39197635650634766,
0.48056483268737793,
0.8102735877037048,
1.1758681535720825,
-0.13221588730812073,
1.0662318468093872,
-0.24983836710453033,
0.5205812454223633,
1.160388469696045,
-0.2777020037174225,
0.604777455329895,
0.3777278661727905,
-0.5079295039176941,
0.6299836039543152,
0.7853491902351379,
-0.24494224786758423,
0.4483692944049835,
0.2679629623889923,
0.07137393206357956,
-0.06283977627754211,
-0.2543448507785797,
-0.6412427425384521,
0.5581873655319214,
0.4218902885913849,
-0.16022752225399017,
-0.30831238627433777,
0.011898254975676537,
0.28101783990859985,
-0.2476220428943634,
0.0963207334280014,
0.9074634909629822,
-0.1749700903892517,
-0.2690431475639343,
0.5470041632652283,
-0.14944812655448914,
0.671471118927002,
-0.7206136584281921,
0.039224978536367416,
-0.2614959478378296,
-0.07224773615598679,
-0.39835160970687866,
-0.8848568201065063,
0.5780051946640015,
-0.12244699150323868,
-0.3093828558921814,
-0.1922125518321991,
0.6367208361625671,
-0.6070642471313477,
-0.7389412522315979,
0.30257347226142883,
0.4153728187084198,
0.30289092659950256,
0.15244069695472717,
-1.0591036081314087,
0.18968740105628967,
0.2005128711462021,
-0.4210487902164459,
0.33909788727760315,
0.22513538599014282,
-0.035563115030527115,
0.47545126080513,
0.8785161375999451,
-0.05219145119190216,
-0.24723203480243683,
0.07448913156986237,
1.0867630243301392,
-0.7320822477340698,
-0.3254735767841339,
-0.48832249641418457,
0.7128249406814575,
-0.25188297033309937,
-0.3946383595466614,
0.7200919389724731,
0.9730929732322693,
1.1224544048309326,
0.013988464139401913,
0.8667277097702026,
-0.7722188234329224,
0.7252362966537476,
-0.23985698819160461,
0.7546578645706177,
-0.6083666682243347,
0.036511387676000595,
-0.489433228969574,
-0.5345026254653931,
-0.4877312481403351,
0.41375553607940674,
-0.1821061074733734,
0.00964044313877821,
0.5139296650886536,
0.9669636487960815,
0.07849302142858505,
0.09583363682031631,
-0.14783957600593567,
0.12584105134010315,
0.2829436659812927,
0.7180870771408081,
0.3060535490512848,
-0.6249606013298035,
0.6752355098724365,
-0.6493227481842041,
-0.21680980920791626,
-0.0024131627287715673,
-0.9508906006813049,
-0.6976145505905151,
-1.006406545639038,
-0.48831453919410706,
-0.6343911290168762,
-0.14988209307193756,
0.9509143829345703,
0.505684494972229,
-1.024812936782837,
-0.3200974762439728,
0.08976513147354126,
0.24057576060295105,
-0.29061901569366455,
-0.31252434849739075,
0.5922919511795044,
0.15170374512672424,
-0.40560850501060486,
0.1919451206922531,
-0.07463570684194565,
-0.020042698830366135,
0.04201338812708855,
0.015517319552600384,
-0.36900830268859863,
-0.2853970527648926,
0.6102313995361328,
0.33614590764045715,
-0.4725857973098755,
-0.17658942937850952,
0.12791529297828674,
-0.057715531438589096,
0.13647586107254028,
0.6360988020896912,
-0.4581967890262604,
0.4112004339694977,
0.5072314143180847,
0.29516032338142395,
0.5937224626541138,
0.1011819988489151,
0.08022235333919525,
-0.723538875579834,
0.16146010160446167,
0.18594473600387573,
0.23458994925022125,
0.5175265073776245,
-0.40619397163391113,
0.8037721514701843,
0.48553335666656494,
-0.452043741941452,
-0.8248938322067261,
-0.011570394970476627,
-1.1574928760528564,
-0.12626978754997253,
1.2469631433486938,
0.12556621432304382,
-0.23155690729618073,
-0.3115869462490082,
-0.32679450511932373,
0.019454915076494217,
-0.5855637788772583,
0.48170703649520874,
0.8880337476730347,
-0.1224420815706253,
-0.014944883063435555,
-0.5837365984916687,
0.7210857272148132,
-0.062134936451911926,
-1.0491259098052979,
0.588432788848877,
0.6039475798606873,
0.3081841766834259,
0.26745086908340454,
0.7883148193359375,
-0.20298445224761963,
-0.005170152522623539,
-0.01847776584327221,
0.33574867248535156,
-0.45364660024642944,
-0.11264720559120178,
-0.25142204761505127,
-0.060927197337150574,
-0.2265513688325882,
-0.3290032744407654
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
allegro/klej-cbd | allegro | 2021-11-29T19:14:20Z | 391 | 0 | null | [
"region:us"
] | 2021-11-29T19:14:20Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
rcds/wikipedia-for-mask-filling | rcds | 2023-03-08T12:22:02Z | 391 | 0 | null | [
"task_categories:fill-mask",
"annotations_creators:other",
"language_creators:found",
"multilinguality:multilingual",
"size_categories:10M<n<100M",
"source_datasets:original",
"language:en",
"license:cc-by-4.0",
"region:us"
] | 2023-03-08T12:22:02Z | 2023-01-23T15:14:48.000Z | 2023-01-23T15:14:48 | ---
annotations_creators:
- other
language_creators:
- found
language:
- en
license:
- cc-by-4.0
multilinguality:
- multilingual
paperswithcode_id: null
pretty_name: "wikipedia pages chunked for fill-mask"
size_categories:
- 10M<n<100M
source_datasets:
- original
task_categories:
- fill-mask
---
# preprocessed version of rcds/wikipedia-persons-masked
## Table of Contents
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:**
- **Repository:**
- **Paper:**
- **Leaderboard:**
- **Point of Contact:**
### Dataset Summary
Contains ~70k pages from wikipedia, each describing a person. For each page, the person described in the text
is masked with a <mask> token. The ground truth for every mask is provided.
Each row contains a part of a wiki page, specified by the size parameter which limits the maximum size in number of tokens per text chunk.
for each chunk the expected name for each mask is given.
### Supported Tasks and Leaderboards
The dataset supports the tasks of fill-mask, but can also be used for other tasks such as question answering,
e.g. "Who is <mask>?"
### Languages
*english only*
## Dataset Structure
In /data find different versions of the full dataset, with original and paraphrased versions as well as chunked to 4096 and 512 tokens.
Use the dataset like this:
```python
from datasets import load_dataset
dataset = load_dataset('rcds/wikipedia-persons-masked', split='train', type='original', size='512')
```
### Data Fields
Columns are:
- texts: the text chunks
- masks: the names for each of the masks in the chunks
### Data Splits
There are no splits, only a default train.
## Dataset Creation
Created by using the tokenizer from allenai/longformer-base-4096 for the 4096 token per chunk version,
and the xml-roberta-large tokenizer for the 512 token version. Chunks are split to fit those token sizes,
with the splits ensuring no words are split in half.
Possible improvements: Last chunk of a page might be much shorter, could join part of the previous one to have more tokens
in the last chunk.
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
```
TODO add citation
```
### Contributions
Thanks to [@skatinger](https://github.com/skatinger) for adding this dataset.
| [
-0.6949294805526733,
-0.4312549829483032,
0.19835256040096283,
0.34953469038009644,
-0.2403404712677002,
0.29678475856781006,
-0.5037251710891724,
-0.42278921604156494,
0.6957903504371643,
0.7241416573524475,
-0.7994818091392517,
-0.8642776012420654,
-0.6620520353317261,
0.4868682622909546,
-0.3769344091415405,
1.369721531867981,
-0.2319050133228302,
-0.09573199599981308,
-0.1162777915596962,
-0.009312793612480164,
-0.010637189261615276,
-0.2523843050003052,
-0.4307606816291809,
-0.05489763617515564,
0.6303004622459412,
0.7030497789382935,
0.6623218655586243,
0.8934973478317261,
0.4676774740219116,
0.22531075775623322,
0.05504802241921425,
0.2665187120437622,
-0.6268725395202637,
-0.20261168479919434,
-0.35655248165130615,
0.10436567664146423,
-0.33790263533592224,
0.19037698209285736,
0.6297819018363953,
0.8259834051132202,
0.09020029753446579,
0.46060529351234436,
0.03664411976933479,
0.44546180963516235,
-0.6475272178649902,
0.27315351366996765,
-0.2856510579586029,
-0.03580664098262787,
-0.5077524185180664,
-0.09043992310762405,
-0.25866231322288513,
-0.08547791093587875,
-0.21002624928951263,
-0.9033898115158081,
0.5579330325126648,
0.19225208461284637,
0.8444491624832153,
0.03424632549285889,
-0.18907888233661652,
-0.3185827136039734,
-0.43986204266548157,
0.7021024227142334,
-0.5133813619613647,
0.3024410605430603,
0.8659887313842773,
0.08484902232885361,
-0.09808921813964844,
-1.0725010633468628,
-1.0197227001190186,
0.17898063361644745,
-0.28231075406074524,
0.021563593298196793,
0.16797909140586853,
-0.034986741840839386,
0.6070661544799805,
0.49895188212394714,
-0.6127012968063354,
-0.19242320954799652,
-0.9888840317726135,
-0.43460318446159363,
0.9118824005126953,
0.0955718383193016,
0.43867170810699463,
-0.6888075470924377,
-0.31305456161499023,
-0.2814609408378601,
-0.4118678569793701,
-0.18252883851528168,
0.40789294242858887,
0.36187243461608887,
-0.6041046977043152,
0.9206390380859375,
-0.6066527962684631,
0.501282274723053,
-0.0015986524522304535,
-0.41254186630249023,
0.5410749912261963,
-0.542874276638031,
0.0012742478866130114,
-0.14162497222423553,
0.8560971021652222,
0.6250370740890503,
0.2307286262512207,
-0.282778263092041,
0.009761325083673,
-0.2687200903892517,
-0.03240951895713806,
-0.8707435727119446,
-0.6365529298782349,
0.45885947346687317,
-0.5884491801261902,
-0.3976561427116394,
0.4487400949001312,
-0.9660342931747437,
-0.4083769619464874,
-0.2189875692129135,
0.18519970774650574,
-0.16698892414569855,
-0.43955469131469727,
-0.013912070542573929,
-0.45308056473731995,
0.16101795434951782,
0.24841280281543732,
-0.8511980772018433,
0.5079464316368103,
0.4784291386604309,
0.8569919466972351,
-0.37866827845573425,
-0.31788480281829834,
-0.1572481095790863,
0.41828271746635437,
-0.02623843401670456,
0.5807464122772217,
-0.34223148226737976,
-0.2824017107486725,
-0.07531634718179703,
0.33368462324142456,
0.18758700788021088,
-0.2852739691734314,
0.6183888912200928,
-0.4795072078704834,
0.4305485188961029,
-0.6273079514503479,
-0.3772141933441162,
0.10814035683870316,
0.2545703947544098,
-0.8956814408302307,
1.1766968965530396,
0.3810020387172699,
-1.0910388231277466,
0.35526928305625916,
-0.8646150827407837,
-0.411933958530426,
0.23623734712600708,
-0.26583683490753174,
-0.2356645166873932,
-0.5434311032295227,
0.12255588173866272,
0.4952361285686493,
-0.22718891501426697,
0.12918797135353088,
-0.10255017131567001,
-0.11677326261997223,
0.2750159502029419,
0.056636612862348557,
1.3334161043167114,
0.3235916793346405,
-0.32127198576927185,
-0.04960717260837555,
-1.0057611465454102,
-0.03843498229980469,
0.05665171891450882,
-0.3566453456878662,
-0.11136707663536072,
0.006765120197087526,
0.5745222568511963,
0.41533344984054565,
0.279238224029541,
-0.5290287733078003,
0.06472257524728775,
-0.021340206265449524,
0.4014948308467865,
0.7394312620162964,
0.28399398922920227,
0.4088532328605652,
-0.3614692986011505,
0.55145263671875,
0.01917324773967266,
0.4253440797328949,
-0.1604834496974945,
-0.6819050312042236,
-0.8116232752799988,
-0.5981168150901794,
0.5420810580253601,
0.48042118549346924,
-0.7947304844856262,
0.6337153315544128,
-0.4403943717479706,
-0.49664875864982605,
-0.39627620577812195,
0.2755514085292816,
0.2897118330001831,
0.46026313304901123,
0.470233678817749,
-0.47932741045951843,
-0.7858850955963135,
-0.8831035494804382,
0.2691565155982971,
-0.04965667054057121,
-0.19741657376289368,
0.22151052951812744,
0.996715784072876,
-0.20820394158363342,
1.1007720232009888,
-0.7736920118331909,
-0.23654405772686005,
-0.12554502487182617,
-0.043495483696460724,
0.05526643991470337,
0.6411154866218567,
0.37783312797546387,
-1.167035698890686,
-0.758976936340332,
-0.2764315903186798,
-0.6122865676879883,
-0.10086353868246078,
0.04966964200139046,
-0.3251568078994751,
-0.022081058472394943,
0.5142800807952881,
-0.7346490025520325,
0.5541022419929504,
0.367061972618103,
-0.4300747215747833,
0.6474387049674988,
0.15488427877426147,
0.14501546323299408,
-1.3336727619171143,
0.2435896396636963,
-0.10199477523565292,
-0.0402340330183506,
-0.4876778721809387,
0.004362686537206173,
0.11010900884866714,
-0.06879308074712753,
-0.30298173427581787,
0.6900171041488647,
-0.5393497943878174,
0.15264728665351868,
0.07166849821805954,
0.338620126247406,
0.11276821792125702,
0.4817521572113037,
-0.023549288511276245,
0.597317636013031,
0.4036211669445038,
-0.5834382772445679,
0.44615569710731506,
0.47331249713897705,
-0.5313844680786133,
0.5236296653747559,
-0.6162438988685608,
0.055189818143844604,
-0.25916504859924316,
0.42947477102279663,
-0.995823860168457,
-0.8533042669296265,
0.7376537919044495,
-0.7466667890548706,
0.21615535020828247,
-0.045592956244945526,
-0.7726906538009644,
-0.3563005328178406,
-0.7333672642707825,
0.37651607394218445,
0.27285465598106384,
-0.20906218886375427,
0.3841145634651184,
0.6667088270187378,
-0.042090240865945816,
-0.8087550401687622,
-0.5685665607452393,
0.3720203638076782,
-0.06309284269809723,
-0.7518169283866882,
0.9686004519462585,
-0.4516245722770691,
-0.3826163113117218,
0.1298658847808838,
0.10602061450481415,
-0.25037646293640137,
-0.07126028835773468,
0.285198450088501,
0.11883469671010971,
0.10082458704710007,
-0.14930860698223114,
-0.22037942707538605,
0.07046258449554443,
-0.007075299508869648,
0.047402359545230865,
0.558675229549408,
0.4761165976524353,
-0.14891275763511658,
-0.2677575647830963,
0.5276409983634949,
0.3064686954021454,
-0.23071907460689545,
1.0370938777923584,
1.0007693767547607,
-0.6089014410972595,
-0.18547795712947845,
-0.6524065136909485,
-0.19677269458770752,
-0.4572836756706238,
0.35293808579444885,
-0.10930287092924118,
-0.687556803226471,
0.9025338888168335,
0.4034084677696228,
-0.037930361926555634,
0.7895087003707886,
0.5562586188316345,
-0.15124478936195374,
0.7179902195930481,
0.6891060471534729,
-0.03589024394750595,
0.41905075311660767,
-0.40469229221343994,
0.047891415655612946,
-0.7271332740783691,
-0.6682948470115662,
-0.6749271154403687,
-0.26649370789527893,
-0.9321743249893188,
-0.7022604942321777,
0.04953155294060707,
0.19198191165924072,
-0.23965957760810852,
0.40252962708473206,
-0.6129938960075378,
0.5396712422370911,
0.5379500985145569,
0.17988461256027222,
0.12254029512405396,
0.08657093346118927,
0.09537503123283386,
-0.09762623906135559,
-0.4118431508541107,
-0.5052492618560791,
1.1355770826339722,
0.21571923792362213,
0.5183112025260925,
0.10259947925806046,
0.6825537085533142,
0.634406566619873,
0.2741331160068512,
-0.3122146427631378,
0.4996226131916046,
0.014116977341473103,
-1.0145201683044434,
-0.3975863456726074,
-0.2332758605480194,
-0.7101194858551025,
-0.037525586783885956,
-0.4193789064884186,
-0.7196502685546875,
0.4035129249095917,
-0.19173289835453033,
-0.01799609325826168,
0.17185409367084503,
-0.6677364110946655,
0.7731279134750366,
0.11816885322332382,
-0.18880461156368256,
-0.0272478349506855,
-0.9307860136032104,
0.35201597213745117,
-0.09941552579402924,
0.47805389761924744,
-0.03713325038552284,
-0.06934355199337006,
1.3147907257080078,
-0.5805794596672058,
1.0137708187103271,
-0.08863431960344315,
0.25563251972198486,
0.12740583717823029,
-0.5107881426811218,
0.40892764925956726,
0.08671826124191284,
0.058824572712183,
0.3258267045021057,
-0.10508787631988525,
-0.446473628282547,
-0.4248961806297302,
0.59417325258255,
-0.947523295879364,
-0.37960129976272583,
-0.36709848046302795,
-0.29440051317214966,
0.14819374680519104,
0.4951634407043457,
0.41317909955978394,
0.13398486375808716,
-0.03827919438481331,
0.38988369703292847,
0.7603663802146912,
-0.21597345173358917,
0.14298629760742188,
0.46296146512031555,
-0.10716193169355392,
-0.8679910898208618,
0.707812488079071,
0.4424837827682495,
0.1343224197626114,
0.35718995332717896,
-0.14042557775974274,
-0.17239239811897278,
-0.4352341294288635,
-0.37206825613975525,
0.43598806858062744,
-0.8517283201217651,
-0.33687761425971985,
-0.793647050857544,
-0.5145654082298279,
-0.7490670084953308,
-0.07730280607938766,
-0.047541067004203796,
-0.7341758608818054,
-0.372058629989624,
-0.34267643094062805,
0.49222955107688904,
0.6913789510726929,
-0.39681389927864075,
0.2489403486251831,
-0.19900551438331604,
0.8077349066734314,
0.057105641812086105,
0.5330182313919067,
-0.1347527951002121,
-0.39068669080734253,
-0.5895735621452332,
0.14349189400672913,
-0.3077490031719208,
-0.9533823728561401,
0.07690232247114182,
0.018427103757858276,
0.7092704176902771,
0.3815300762653351,
0.6201562285423279,
0.6812334656715393,
-0.303373247385025,
1.0124624967575073,
0.18456053733825684,
-0.6424855589866638,
0.4013114869594574,
-0.37170109152793884,
-0.1401292234659195,
0.738907516002655,
0.47352248430252075,
-0.7757183313369751,
-0.3104691207408905,
-0.7534518241882324,
-1.2468938827514648,
0.9945384860038757,
0.4753299355506897,
0.25784993171691895,
-0.3254384994506836,
0.3522668778896332,
-0.026355907320976257,
0.018355771899223328,
-1.0198217630386353,
-0.8374632596969604,
-0.32186877727508545,
-0.31660646200180054,
0.06963121145963669,
-0.4502112865447998,
-0.3597595691680908,
-0.477956622838974,
0.8155244588851929,
0.15078423917293549,
0.22387348115444183,
0.2970482110977173,
-0.18448881804943085,
-0.0908387303352356,
-0.13896043598651886,
0.642145574092865,
0.9747990369796753,
-0.346523642539978,
0.10689797252416611,
0.07328389585018158,
-0.862510085105896,
-0.3247830271720886,
0.10224203020334244,
-0.34527572989463806,
0.12278878688812256,
0.4499308168888092,
0.626890242099762,
0.0993388220667839,
-0.5304650664329529,
0.7689573764801025,
0.09281864017248154,
-0.22090530395507812,
-0.7533775568008423,
0.05417777970433235,
0.02534748986363411,
0.15087610483169556,
0.7840837836265564,
-0.07222256809473038,
-0.08944833278656006,
-0.28500550985336304,
0.2798715829849243,
0.19036942720413208,
-0.10954508185386658,
-0.28333911299705505,
0.6685895323753357,
0.12445516884326935,
-0.5538134574890137,
0.5915066599845886,
-0.21980948746204376,
-0.4271705150604248,
0.628375768661499,
0.3348384201526642,
0.7199826240539551,
-0.03328048065304756,
0.5101767182350159,
0.659169614315033,
0.5266814231872559,
-0.06083967536687851,
0.1265845149755478,
-0.4792692959308624,
-0.8671508431434631,
-0.47214651107788086,
-0.6094154715538025,
-0.3165072202682495,
0.3083832859992981,
-0.7845535278320312,
0.5614282488822937,
-0.5637993216514587,
-0.1165907084941864,
0.2562183141708374,
0.31991708278656006,
-0.8668060898780823,
0.38340437412261963,
-0.03571512550115585,
1.169620394706726,
-0.8645907044410706,
0.7645002007484436,
0.42740681767463684,
-0.8068124651908875,
-0.6179690361022949,
0.05406014248728752,
-0.1379585862159729,
-0.5385768413543701,
0.710597574710846,
0.07310652732849121,
0.29984450340270996,
-0.10218357294797897,
-0.8886312246322632,
-0.8713268637657166,
1.3012782335281372,
0.29361072182655334,
0.0736238956451416,
-0.049139127135276794,
0.29804128408432007,
0.4133078455924988,
-0.3773164451122284,
0.1316833198070526,
0.307912677526474,
0.7482736706733704,
0.03256433084607124,
-0.8205666542053223,
0.16771067678928375,
-0.51466304063797,
-0.1521277278661728,
-0.2684144973754883,
-0.6363891959190369,
0.892690122127533,
-0.11165168136358261,
-0.30760958790779114,
-0.17650413513183594,
0.6256541013717651,
0.2413681447505951,
0.34990257024765015,
0.4599217474460602,
0.5023541450500488,
0.8278107643127441,
-0.029030216857790947,
0.9904610514640808,
-0.3528827130794525,
0.4473075568675995,
0.8893213272094727,
0.05829274654388428,
0.7133474946022034,
0.4733943045139313,
-0.46788275241851807,
0.6142933368682861,
0.6885324716567993,
-0.1966894567012787,
0.6378386616706848,
0.10680226236581802,
-0.23990288376808167,
0.06534930318593979,
-0.20938622951507568,
-0.43402406573295593,
0.3372621536254883,
0.2705017626285553,
-0.6264269948005676,
0.04193703457713127,
-0.11659348011016846,
0.4490106701850891,
-0.012961878441274166,
-0.19914624094963074,
0.6589087247848511,
-0.2398090809583664,
-0.5388922095298767,
0.34229832887649536,
0.47290295362472534,
0.7223233580589294,
-0.5904073119163513,
-0.04673357680439949,
-0.1951502561569214,
-0.13909946382045746,
-0.710117518901825,
-0.9494816064834595,
0.33393827080726624,
0.08350348472595215,
-0.7369729280471802,
-0.31310102343559265,
0.6521769165992737,
-0.536868155002594,
-0.6859191060066223,
0.09242096543312073,
0.1517414152622223,
0.29698804020881653,
0.13639448583126068,
-0.6282287240028381,
0.20779575407505035,
0.23728978633880615,
-0.324287086725235,
0.33911460638046265,
0.3603622317314148,
-0.24327392876148224,
0.40953725576400757,
0.7830506563186646,
0.1586005836725235,
0.06464459747076035,
-0.039957981556653976,
1.0790609121322632,
-0.729148268699646,
-0.4575783908367157,
-0.6939560174942017,
0.7087541818618774,
-0.6794042587280273,
-0.3453965485095978,
0.8585670590400696,
0.8317171335220337,
1.2963677644729614,
0.01756921410560608,
0.9101495146751404,
-0.6704912781715393,
0.637371301651001,
-0.3636711537837982,
1.1156145334243774,
-0.31022053956985474,
-0.02788853459060192,
-0.5813705325126648,
-0.8387123346328735,
-0.3423505425453186,
0.8715353012084961,
0.07711893320083618,
0.11508005857467651,
0.4858851730823517,
1.0534369945526123,
-0.07457946985960007,
-0.1846807301044464,
-0.02657865546643734,
0.3153369724750519,
0.1871226727962494,
-0.04128941148519516,
0.3455800712108612,
-0.5211678147315979,
0.6284409165382385,
-0.7639268040657043,
-0.28039413690567017,
-0.05443456768989563,
-0.9490536451339722,
-0.9517326951026917,
-1.1844961643218994,
-0.6654306650161743,
-0.8010584115982056,
-0.10583999007940292,
0.9509921073913574,
0.803685188293457,
-1.02378249168396,
-0.15651772916316986,
0.43503430485725403,
0.3853403329849243,
0.08464567363262177,
-0.34885165095329285,
0.659039318561554,
0.139056995511055,
-0.6204548478126526,
-0.14307339489459991,
0.0423663966357708,
-0.26084309816360474,
-0.4399244785308838,
-0.36625543236732483,
-0.19619230926036835,
-0.17588408291339874,
0.5202699303627014,
0.3889845609664917,
-0.6352927684783936,
-0.3983733355998993,
-0.0758700892329216,
-0.10389394313097,
-0.14285393059253693,
0.5558268427848816,
-0.535494327545166,
0.4585658609867096,
0.44939082860946655,
0.19013389945030212,
0.7880587577819824,
0.07742654532194138,
0.11781182140111923,
-0.9583835005760193,
0.1499071568250656,
-0.015522412024438381,
0.24041615426540375,
0.4871998727321625,
-0.42770346999168396,
0.5516849160194397,
0.5067431330680847,
-0.3738713562488556,
-1.0240604877471924,
-0.09623386710882187,
-1.277938723564148,
-0.05765118822455406,
1.3307172060012817,
-0.06223943084478378,
-0.18179906904697418,
-0.5575779676437378,
-0.13039864599704742,
0.4161832332611084,
-0.40320464968681335,
0.8953126668930054,
1.0088245868682861,
0.22832050919532776,
-0.16697439551353455,
-0.576836109161377,
0.6586753726005554,
-0.5444802641868591,
-0.6190277338027954,
-0.03484589233994484,
0.428862065076828,
0.6641933917999268,
0.375427782535553,
1.0840786695480347,
-0.23910968005657196,
0.14163395762443542,
-0.11794808506965637,
0.3412092328071594,
-0.20094242691993713,
-0.18040207028388977,
0.35283416509628296,
0.172762930393219,
-0.23079298436641693,
-0.11586413532495499
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
multi_nli_mismatch | null | 2023-04-05T10:10:18Z | 390 | 1 | multinli | [
"task_categories:text-classification",
"task_ids:natural-language-inference",
"task_ids:multi-input-text-classification",
"annotations_creators:crowdsourced",
"language_creators:crowdsourced",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:100K<n<1M",
"source_datasets:original",
"language:en",
"license:cc-by-3.0",
"license:cc-by-sa-3.0",
"license:mit",
"license:other",
"region:us"
] | 2023-04-05T10:10:18Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- crowdsourced
language_creators:
- crowdsourced
- found
language:
- en
license:
- cc-by-3.0
- cc-by-sa-3.0
- mit
- other
license_details: Open Portion of the American National Corpus
multilinguality:
- monolingual
size_categories:
- 100K<n<1M
source_datasets:
- original
task_categories:
- text-classification
task_ids:
- natural-language-inference
- multi-input-text-classification
paperswithcode_id: multinli
pretty_name: Multi-Genre Natural Language Inference
dataset_info:
features:
- name: premise
dtype: string
- name: hypothesis
dtype: string
- name: label
dtype: string
config_name: plain_text
splits:
- name: train
num_bytes: 75601459
num_examples: 392702
- name: validation
num_bytes: 2009444
num_examples: 10000
download_size: 226850426
dataset_size: 77610903
---
# Dataset Card for Multi-Genre Natural Language Inference (Mismatched only)
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [https://www.nyu.edu/projects/bowman/multinli/](https://www.nyu.edu/projects/bowman/multinli/)
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Size of downloaded dataset files:** 226.85 MB
- **Size of the generated dataset:** 77.62 MB
- **Total amount of disk used:** 304.46 MB
### Dataset Summary
The Multi-Genre Natural Language Inference (MultiNLI) corpus is a
crowd-sourced collection of 433k sentence pairs annotated with textual
entailment information. The corpus is modeled on the SNLI corpus, but differs in
that covers a range of genres of spoken and written text, and supports a
distinctive cross-genre generalization evaluation. The corpus served as the
basis for the shared task of the RepEval 2017 Workshop at EMNLP in Copenhagen.
### Supported Tasks and Leaderboards
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Languages
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Dataset Structure
### Data Instances
#### plain_text
- **Size of downloaded dataset files:** 226.85 MB
- **Size of the generated dataset:** 77.62 MB
- **Total amount of disk used:** 304.46 MB
An example of 'train' looks as follows.
```
{
"hypothesis": "independence",
"label": "contradiction",
"premise": "correlation"
}
```
### Data Fields
The data fields are the same among all splits.
#### plain_text
- `premise`: a `string` feature.
- `hypothesis`: a `string` feature.
- `label`: a `string` feature.
### Data Splits
| name |train |validation|
|----------|-----:|---------:|
|plain_text|392702| 10000|
## Dataset Creation
### Curation Rationale
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the source language producers?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Annotations
#### Annotation process
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the annotators?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Personal and Sensitive Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Discussion of Biases
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Other Known Limitations
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Additional Information
### Dataset Curators
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Licensing Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Citation Information
```
@InProceedings{N18-1101,
author = "Williams, Adina
and Nangia, Nikita
and Bowman, Samuel",
title = "A Broad-Coverage Challenge Corpus for
Sentence Understanding through Inference",
booktitle = "Proceedings of the 2018 Conference of
the North American Chapter of the
Association for Computational Linguistics:
Human Language Technologies, Volume 1 (Long
Papers)",
year = "2018",
publisher = "Association for Computational Linguistics",
pages = "1112--1122",
location = "New Orleans, Louisiana",
url = "http://aclweb.org/anthology/N18-1101"
}
```
### Contributions
Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@mariamabarham](https://github.com/mariamabarham) for adding this dataset. | [
-0.5392966866493225,
-0.6137930750846863,
0.1943453699350357,
0.2471970170736313,
-0.08111359924077988,
-0.013836824335157871,
-0.5466685891151428,
-0.5143780708312988,
0.6358726620674133,
0.529655396938324,
-0.7724987864494324,
-0.8980512022972107,
-0.47980353236198425,
0.18665163218975067,
-0.22217106819152832,
1.2659292221069336,
-0.07368628680706024,
-0.21704953908920288,
-0.37564772367477417,
-0.3885599672794342,
-0.2786572277545929,
-0.47312620282173157,
-0.3950110971927643,
-0.07920738309621811,
0.4590454697608948,
0.4366604685783386,
0.5364659428596497,
0.8002157211303711,
0.41323360800743103,
0.2818615138530731,
0.06668224185705185,
-0.02628880739212036,
-0.32512956857681274,
-0.0872403234243393,
0.0644480288028717,
-0.2896033227443695,
-0.5464909076690674,
0.0767442137002945,
0.7443409562110901,
0.6749679446220398,
-0.20095503330230713,
0.43770602345466614,
-0.044475261121988297,
0.8010417222976685,
-0.47652989625930786,
0.44740933179855347,
-0.29685521125793457,
-0.19584791362285614,
-0.48578348755836487,
0.17415332794189453,
-0.14452733099460602,
-0.4140610694885254,
-0.009396991692483425,
-0.7771575450897217,
0.2512287497520447,
0.058236513286828995,
0.9097108840942383,
0.20547622442245483,
-0.07071173936128616,
-0.20331349968910217,
-0.27989310026168823,
0.6774427890777588,
-0.8186780214309692,
0.20583662390708923,
0.5432405471801758,
0.1648363620042801,
0.006537781562656164,
-0.7011066675186157,
-0.6264337301254272,
-0.0005918070091865957,
-0.24154941737651825,
0.22564992308616638,
-0.13857096433639526,
-0.15036091208457947,
0.6002165675163269,
0.5706092715263367,
-0.6862493753433228,
-0.09330051392316818,
-0.4341494143009186,
-0.2770652174949646,
1.1297980546951294,
0.06997204571962357,
0.26928678154945374,
-0.3867207467556,
0.03923879563808441,
-0.3025660216808319,
-0.41312819719314575,
0.04365548491477966,
0.6561356782913208,
0.6343398690223694,
-0.8790096640586853,
0.5579906702041626,
-0.1547907441854477,
0.6677436828613281,
-0.24991925060749054,
0.11115515232086182,
0.7574936151504517,
-0.7015476226806641,
-0.14036612212657928,
-0.12211950868368149,
0.9891635179519653,
0.3885669708251953,
0.15647780895233154,
0.026440927758812904,
0.15282317996025085,
0.01055903546512127,
-0.08253898471593857,
-0.676647424697876,
-0.3457849323749542,
0.6244258284568787,
-0.5115380883216858,
-0.35993459820747375,
0.0628405213356018,
-1.2673557996749878,
-0.30617913603782654,
-0.47654154896736145,
0.06402116268873215,
-0.34353554248809814,
-0.5463536977767944,
0.09138303995132446,
-0.2761465609073639,
0.24192120134830475,
0.09925691783428192,
-0.6024833917617798,
0.2774842083454132,
0.5246980786323547,
0.6802437901496887,
-0.0016309624770656228,
-0.39236101508140564,
-0.3029305338859558,
-0.13654060661792755,
0.036832403391599655,
0.5292206406593323,
-0.41266852617263794,
-0.28200334310531616,
0.004324390087276697,
0.2924790382385254,
-0.1965319812297821,
-0.2676132917404175,
0.9841583371162415,
-0.05324013531208038,
0.4027740955352783,
-0.49393031001091003,
-0.5922142863273621,
-0.02163640595972538,
0.1738344430923462,
-0.8907142877578735,
1.2864779233932495,
0.1425928920507431,
-0.9634851813316345,
0.1975373476743698,
-0.917443573474884,
-0.49791184067726135,
-0.007161977235227823,
-0.06931038200855255,
-0.5330746173858643,
-0.21371318399906158,
0.17698264122009277,
0.46863535046577454,
-0.39252153038978577,
0.47228214144706726,
-0.5131569504737854,
-0.05115477740764618,
0.15617746114730835,
-0.00021073874086141586,
1.3529456853866577,
0.10576694458723068,
-0.14663712680339813,
0.19001558423042297,
-1.0524598360061646,
-0.13376471400260925,
0.36797136068344116,
-0.08986291289329529,
-0.07875851541757584,
-0.2812393009662628,
0.6047126650810242,
0.10262449830770493,
0.08307462930679321,
-0.556768536567688,
0.28737983107566833,
-0.21787361800670624,
0.44329386949539185,
0.5972638726234436,
-0.13739052414894104,
0.35659611225128174,
-0.37210649251937866,
0.3486257493495941,
-0.0035407375544309616,
0.2406492680311203,
-0.053198836743831635,
-0.5847748517990112,
-0.6309871673583984,
-0.2881486117839813,
0.57928866147995,
0.599559485912323,
-0.7285624146461487,
0.8453971743583679,
-0.46946609020233154,
-0.6269254088401794,
-0.7573955059051514,
0.07803579419851303,
0.30411094427108765,
0.5211096405982971,
0.49434077739715576,
-0.24770775437355042,
-0.7982591390609741,
-0.8839362263679504,
0.020423298701643944,
-0.1109587699174881,
0.07528844475746155,
0.49785152077674866,
0.8224872946739197,
-0.12584060430526733,
0.8864290118217468,
-0.6040636897087097,
-0.26398584246635437,
-0.35725679993629456,
-0.030316980555653572,
0.2681177258491516,
0.7040029764175415,
0.6024261713027954,
-0.81602543592453,
-0.2979916036128998,
-0.336008220911026,
-0.7789126634597778,
-0.16794772446155548,
-0.09944950044155121,
-0.24858322739601135,
0.2668517827987671,
0.3548182249069214,
-0.6035776734352112,
0.4726548194885254,
0.5985186696052551,
-0.5003083944320679,
0.5417184829711914,
0.06515214592218399,
-0.02455110475420952,
-1.318603277206421,
0.4080660045146942,
0.21478834748268127,
0.08322181552648544,
-0.6183323860168457,
-0.07311789691448212,
-0.13906371593475342,
0.027684761211276054,
-0.18654178082942963,
0.6834420561790466,
-0.30280017852783203,
0.05355805903673172,
0.2783520519733429,
0.08757610619068146,
0.12233038991689682,
0.5147032141685486,
0.06134651228785515,
0.5982102751731873,
0.8076590299606323,
-0.46525493264198303,
0.3436402976512909,
0.45195627212524414,
-0.28671950101852417,
0.5064210891723633,
-0.750268280506134,
0.0421152263879776,
-0.25869670510292053,
0.44626185297966003,
-0.800379753112793,
-0.5107423663139343,
0.5928059816360474,
-0.5337857007980347,
0.45323053002357483,
-0.23879499733448029,
-0.6420983672142029,
-0.4844973087310791,
-0.47165682911872864,
0.24770615994930267,
0.2230709195137024,
-0.25814735889434814,
0.6381011605262756,
0.6177148222923279,
0.03586025908589363,
-0.48433423042297363,
-0.9890103936195374,
0.11921899020671844,
-0.2579704225063324,
-0.7635177969932556,
0.5325719714164734,
-0.3351372480392456,
-0.11219881474971771,
0.1032567173242569,
0.3799069821834564,
0.029536573216319084,
-0.07049167156219482,
0.19956937432289124,
0.2739042639732361,
-0.04584398865699768,
0.1460624486207962,
-0.018392642959952354,
-0.05778050050139427,
-0.006748437415808439,
-0.14720098674297333,
0.2878230810165405,
-0.15815094113349915,
-0.19016581773757935,
-0.42102402448654175,
0.32194408774375916,
0.3058279752731323,
-0.23070931434631348,
0.6018503308296204,
1.0269067287445068,
-0.3299456238746643,
0.06421657651662827,
-0.5958771109580994,
-0.15525394678115845,
-0.3525989055633545,
0.1891610473394394,
-0.17037390172481537,
-0.8313156962394714,
0.8576028347015381,
0.26505425572395325,
0.20980867743492126,
0.7191573977470398,
0.4466402530670166,
0.08423788100481033,
0.43198955059051514,
0.3322657346725464,
-0.2493005394935608,
0.43699371814727783,
-0.4629895091056824,
-0.1897459626197815,
-0.9151118397712708,
-0.11091607809066772,
-0.7274609208106995,
-0.342557430267334,
-1.0319383144378662,
-0.4493122696876526,
-0.04354751855134964,
-0.113431416451931,
-0.21453499794006348,
0.4576523005962372,
-0.6641725897789001,
0.2962683141231537,
0.632362425327301,
0.05940256267786026,
0.027721336111426353,
-0.008360634557902813,
0.0456896610558033,
-0.020011350512504578,
-0.6483349800109863,
-0.27014973759651184,
1.3521119356155396,
0.42803755402565,
0.32515355944633484,
0.12116457521915436,
0.8181585669517517,
0.21473056077957153,
0.11613315343856812,
-0.43778863549232483,
0.4751766324043274,
-0.2113896608352661,
-0.6991202235221863,
-0.33244001865386963,
-0.5174871683120728,
-0.9419047832489014,
-0.05513902008533478,
-0.2983097732067108,
-0.6755224466323853,
0.5293911695480347,
-0.001334517146460712,
-0.19864001870155334,
0.2572222948074341,
-0.8141772150993347,
1.1327649354934692,
-0.09941978007555008,
-0.43529021739959717,
0.17637167870998383,
-1.1201684474945068,
0.30787497758865356,
0.20154523849487305,
0.517860472202301,
-0.29813775420188904,
0.13779988884925842,
1.028683066368103,
-0.39840781688690186,
1.0655701160430908,
-0.4097804129123688,
0.19939768314361572,
0.45455753803253174,
-0.27825286984443665,
0.32984182238578796,
0.14572452008724213,
-0.34527847170829773,
0.6317747831344604,
0.07621411979198456,
-0.4509832262992859,
-0.40410253405570984,
0.5983554124832153,
-0.6953810453414917,
-0.02346239611506462,
-0.3628014326095581,
-0.5973420143127441,
-0.013761086389422417,
0.2444160133600235,
0.19217807054519653,
0.4191446304321289,
-0.1603592187166214,
0.19166764616966248,
0.5645499229431152,
-0.39458224177360535,
0.3377086818218231,
0.1306750476360321,
-0.21525943279266357,
-0.6753554344177246,
0.9307354688644409,
0.12865018844604492,
-0.012962119653820992,
0.24959923326969147,
0.24081353843212128,
-0.4008825421333313,
-0.345785528421402,
-0.6792155504226685,
0.2534431517124176,
-0.5500117540359497,
-0.1946377456188202,
-0.5678110718727112,
-0.10792503505945206,
-0.6895276308059692,
0.19343136250972748,
-0.22892402112483978,
-0.6194537281990051,
-0.3054924011230469,
-0.23068788647651672,
0.7053472995758057,
0.35515910387039185,
-0.3785863518714905,
0.08459864556789398,
-0.5308977961540222,
0.19694681465625763,
-0.1820526123046875,
0.4583696126937866,
-0.17123015224933624,
-0.4455603361129761,
-0.21702513098716736,
0.0904780775308609,
-0.006689449306577444,
-0.5602051615715027,
0.2757498323917389,
0.18715417385101318,
0.4809993803501129,
-0.08281001448631287,
0.16180700063705444,
0.5830740332603455,
-0.14105072617530823,
0.8864225149154663,
-0.03232477232813835,
-0.7414390444755554,
0.6124401092529297,
-0.4509826600551605,
0.34961727261543274,
0.9352020621299744,
0.32641834020614624,
-0.5338456630706787,
-0.18542227149009705,
-0.8287731409072876,
-0.9319398403167725,
0.7600841522216797,
0.43146827816963196,
0.05969163030385971,
0.10242129862308502,
0.3619353473186493,
-0.012468787841498852,
0.2708895802497864,
-0.7789247035980225,
-0.8159048557281494,
-0.2681956887245178,
-0.4246208965778351,
-0.041326023638248444,
-0.13140994310379028,
-0.31634846329689026,
-0.5670273303985596,
0.7388426065444946,
-0.18660476803779602,
0.3461195230484009,
0.32145583629608154,
0.027968812733888626,
0.06580724567174911,
0.2218354493379593,
0.5539848804473877,
0.38685935735702515,
-0.33554089069366455,
-0.18031607568264008,
-0.053091615438461304,
-0.5846869945526123,
-0.3346844017505646,
0.6061711311340332,
-0.3194490075111389,
-0.00041474102181382477,
0.5356581211090088,
0.9385889172554016,
0.17299292981624603,
-0.43799227476119995,
0.4762879014015198,
-0.1713811457157135,
-0.4459157884120941,
-0.4196576178073883,
-0.1814740002155304,
0.10006396472454071,
0.027469836175441742,
0.14705437421798706,
-0.02326311729848385,
0.14972606301307678,
-0.34216925501823425,
0.368478000164032,
0.10374429076910019,
-0.2793600261211395,
-0.35043269395828247,
0.45551183819770813,
0.15564288198947906,
0.027750950306653976,
0.6463912129402161,
-0.30619925260543823,
-0.3933550715446472,
0.6973549127578735,
0.1452864110469818,
0.8726727962493896,
0.011371660977602005,
0.21134324371814728,
0.7736529111862183,
0.36057543754577637,
0.09783729910850525,
0.4086654782295227,
-0.07449925690889359,
-0.8132269978523254,
-0.4074223041534424,
-0.6291566491127014,
-0.18871383368968964,
0.13065321743488312,
-0.8234526515007019,
0.32118165493011475,
-0.3419884145259857,
-0.07242537289857864,
0.2527958154678345,
0.18941622972488403,
-0.8287544846534729,
0.028546396642923355,
0.029933743178844452,
1.0091516971588135,
-0.9954017996788025,
0.7300317287445068,
0.611465334892273,
-0.8221803307533264,
-0.8227934837341309,
-0.09565375000238419,
0.3030356764793396,
-0.5543830990791321,
0.2765740752220154,
0.1054609939455986,
0.5449216365814209,
-0.04636741429567337,
-0.7855456471443176,
-0.7456939220428467,
1.1173933744430542,
0.2750575542449951,
-0.4439281225204468,
0.22201412916183472,
0.22882093489170074,
0.601367712020874,
-0.3598066568374634,
0.34800148010253906,
0.7012672424316406,
0.7741162776947021,
0.19472955167293549,
-0.8482077717781067,
0.2578807473182678,
-0.4590790569782257,
-0.18194884061813354,
0.08067534863948822,
-0.6972118616104126,
0.5951202511787415,
-0.07928787171840668,
-0.10239189118146896,
-0.12719984352588654,
0.6233221888542175,
0.3799152076244354,
0.37079548835754395,
0.39078906178474426,
0.9105100035667419,
0.9359630942344666,
-0.28906866908073425,
1.223233938217163,
-0.22369717061519623,
0.40940606594085693,
1.2277734279632568,
-0.16294899582862854,
0.7172104716300964,
0.4009988009929657,
-0.508054256439209,
0.605991005897522,
0.680289626121521,
-0.303472638130188,
0.14058975875377655,
0.320240318775177,
0.02053179033100605,
-0.07384173572063446,
-0.33774545788764954,
-0.6148849725723267,
0.325472891330719,
0.377636194229126,
-0.2660142779350281,
-0.08030062168836594,
-0.0783456340432167,
0.16347412765026093,
0.003230348462238908,
-0.012909717857837677,
0.6896668076515198,
-0.02705022506415844,
-0.3204936683177948,
0.3291526138782501,
-0.2018318474292755,
0.7240722179412842,
-0.614377498626709,
0.008587466552853584,
-0.14679551124572754,
-0.022452015429735184,
-0.508448600769043,
-1.0337257385253906,
0.6127894520759583,
-0.14737102389335632,
-0.33536669611930847,
-0.21564465761184692,
0.6517266631126404,
-0.561163604259491,
-0.800176203250885,
0.377344012260437,
0.3182968199253082,
0.27998021245002747,
0.1178307756781578,
-1.1880922317504883,
0.5122822523117065,
0.1206887811422348,
-0.3903615474700928,
0.35300493240356445,
0.41442975401878357,
0.015541011467576027,
0.42733442783355713,
0.7702069282531738,
0.04167633876204491,
-0.15572667121887207,
0.5235443711280823,
0.821633517742157,
-0.6022239327430725,
-0.29484251141548157,
-0.6199526190757751,
0.8842592835426331,
-0.39193329215049744,
-0.47465693950653076,
0.6813642978668213,
0.8726837635040283,
1.0724519491195679,
-0.014220583252608776,
0.921563446521759,
-0.6415151357650757,
0.6702548265457153,
-0.3605935275554657,
0.6912131905555725,
-0.6603150963783264,
0.10209885239601135,
-0.46757256984710693,
-0.6704526543617249,
-0.6056097149848938,
0.45157068967819214,
-0.2296300232410431,
0.17923696339130402,
0.4183486998081207,
0.92408287525177,
0.09764815866947174,
0.23605865240097046,
-0.12178010493516922,
0.26031237840652466,
0.24245868623256683,
0.4354255199432373,
0.21455629169940948,
-0.8306692838668823,
0.48496338725090027,
-0.5516972541809082,
-0.15524321794509888,
0.12016390264034271,
-1.0143866539001465,
-0.7372917532920837,
-0.9325925707817078,
-0.680026113986969,
-0.6560953855514526,
-0.11436707526445389,
1.0494749546051025,
0.6082048416137695,
-1.0291141271591187,
-0.4094146192073822,
-0.17248018085956573,
0.23375128209590912,
-0.08112595975399017,
-0.34121859073638916,
0.6271346807479858,
0.07595152407884598,
-0.6901260018348694,
0.08442797511816025,
-0.01991921477019787,
-0.13256336748600006,
-0.1387648582458496,
-0.057038381695747375,
-0.5625839829444885,
-0.44099941849708557,
0.4756661653518677,
0.46386048197746277,
-0.6341016292572021,
-0.022886227816343307,
-0.13887420296669006,
0.051788609474897385,
0.05408680811524391,
0.5536123514175415,
-0.42101427912712097,
0.34136319160461426,
0.5272351503372192,
0.6061307787895203,
0.6006345152854919,
-0.098131462931633,
0.2935144901275635,
-0.8663647174835205,
0.18530893325805664,
0.15389752388000488,
0.39064890146255493,
0.4874178171157837,
-0.38339126110076904,
0.9576325416564941,
0.4963906407356262,
-0.490090012550354,
-0.8024329543113708,
-0.03926750645041466,
-1.2835259437561035,
-0.11288843303918839,
1.2607501745224,
-0.002688826061785221,
-0.4144464433193207,
-0.2114611566066742,
-0.12186568230390549,
0.19787581264972687,
-0.643264889717102,
0.2971114218235016,
0.8051846027374268,
0.06353966891765594,
-0.15292410552501678,
-0.6053188443183899,
0.6304000020027161,
0.11314119398593903,
-1.0794109106063843,
0.3811822533607483,
0.567541778087616,
0.23231865465641022,
0.30473628640174866,
0.6899499297142029,
-0.22224831581115723,
-0.06218375265598297,
-0.018162842839956284,
0.443930059671402,
-0.17356865108013153,
-0.06490515172481537,
-0.4589489996433258,
-0.14376984536647797,
-0.41078123450279236,
-0.07409520447254181
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
lmqg/qg_jaquad | lmqg | 2022-12-02T18:51:27Z | 390 | 4 | null | [
"task_categories:text-generation",
"task_ids:language-modeling",
"multilinguality:monolingual",
"size_categories:10K<n<100K",
"source_datasets:SkelterLabsInc/JaQuAD",
"language:ja",
"license:cc-by-sa-3.0",
"question-generation",
"arxiv:2210.03992",
"region:us"
] | 2022-12-02T18:51:27Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
license: cc-by-sa-3.0
pretty_name: JaQuAD for question generation
language: ja
multilinguality: monolingual
size_categories: 10K<n<100K
source_datasets: SkelterLabsInc/JaQuAD
task_categories:
- text-generation
task_ids:
- language-modeling
tags:
- question-generation
---
# Dataset Card for "lmqg/qg_jaquad"
## Dataset Description
- **Repository:** [https://github.com/asahi417/lm-question-generation](https://github.com/asahi417/lm-question-generation)
- **Paper:** [https://arxiv.org/abs/2210.03992](https://arxiv.org/abs/2210.03992)
- **Point of Contact:** [Asahi Ushio](http://asahiushio.com/)
### Dataset Summary
This is a subset of [QG-Bench](https://github.com/asahi417/lm-question-generation/blob/master/QG_BENCH.md#datasets), a unified question generation benchmark proposed in
["Generative Language Models for Paragraph-Level Question Generation: A Unified Benchmark and Evaluation, EMNLP 2022 main conference"](https://arxiv.org/abs/2210.03992).
This is [JaQuAD](https://github.com/SkelterLabsInc/JaQuAD) dataset compiled for question generation (QG) task. The test set of the original
data is not publicly released, so we randomly sampled test questions from the training set. There are no overlap in terms of the paragraph across train, test, and validation split.
### Supported Tasks and Leaderboards
* `question-generation`: The dataset is assumed to be used to train a model for question generation.
Success on this task is typically measured by achieving a high BLEU4/METEOR/ROUGE-L/BERTScore/MoverScore (see our paper for more in detail).
### Languages
Japanese (ja)
## Dataset Structure
An example of 'train' looks as follows.
```
{
"question": "新型車両として6000系が構想されたのは、製造費用のほか、どんな費用を抑えるためだったの?",
"paragraph": "三多摩地区開発による沿線人口の増加、相模原線延伸による多摩ニュータウン乗り入れ、都営地下鉄10号線(現都営地下鉄新宿線、以下新宿線と表記する)乗入構想により、京王線の利用客増加が見込まれ、相当数の車両を準備する必要に迫られるなか、製造費用、保守費用を抑えた新型車両として6000系が構想された。新宿線建設に際してはすでに1号線(後の浅草線)を1,435mm軌間で開業させていた東京都は京成電鉄と1号線との乗り入れにあたり京成電鉄の路線を1,372mmから1,435mmに改軌させた事例や、1,372mm軌間の特殊性から運輸省(当時、2001年から国土交通省)と共に京王にも改軌を求めたが、改軌工事中の輸送力確保が困難なことを理由に改軌しないことで決着している。",
"answer": "保守費用",
"sentence": "三多摩地区開発による沿線人口の増加、相模原線延伸による多摩ニュータウン乗り入れ、都営地下鉄10号線(現都営地下鉄新宿線、以下新宿線と表記する)乗入構想により、京王線の利用客増加が見込まれ、相当数の車両を準備する必要に迫られるなか、製造費用、保守費用を抑えた新型車両として6000系が構想された。",
"paragraph_sentence": "<hl>三多摩地区開発による沿線人口の増加、相模原線延伸による多摩ニュータウン乗り入れ、都営地下鉄10号線(現都営地下鉄新宿線、以下新宿線と表記する)乗入構想により、京王線の利用客増加が見込まれ、相当数の車両を準備する必要に迫られるなか、製造費用、保守費用を抑えた新型車両として6000系が構想された。<hl>新宿線建設に際してはすでに1号線(後の浅草線)を1,435mm軌間で開業させていた東京都は京成電鉄と1号線との乗り入れにあたり京成電鉄の路線を1,372mmから1,435mmに改軌させた事例や、1,372mm軌間の特殊性から運輸省(当時、2001年から国土交通省)と共に京王にも改軌を求めたが、改軌工事中の輸送力確保が困難なことを理由に改軌しないことで決着している。",
"paragraph_answer": "三多摩地区開発による沿線人口の増加、相模原線延伸による多摩ニュータウン乗り入れ、都営地下鉄10号線(現都営地下鉄新宿線、以下新宿線と表記する)乗入構想により、京王線の利用客増加が見込まれ、相当数の車両を準備する必要に迫られるなか、製造費用、<hl>保守費用<hl>を抑えた新型車両として6000系が構想された。新宿線建設に際してはすでに1号線(後の浅草線)を1,435mm軌間で開業させていた東京都は京成電鉄と1号線との乗り入れにあたり京成電鉄の路線を1,372mmから1,435mmに改軌させた事例や、1,372mm軌間の特殊性から運輸省(当時、2001年から国土交通省)と共に京王にも改軌を求めたが、改軌工事中の輸送力確保が困難なことを理由に改軌しないことで決着している。",
"sentence_answer": "三多摩地区開発による沿線人口の増加、相模原線延伸による多摩ニュータウン乗り入れ、都営地下鉄10号線(現都営地下鉄新宿線、以下新宿線と表記する)乗入構想により、京王線の利用客増加が見込まれ、相当数の車両を準備する必要に迫られるなか、製造費用、<hl>保守費用<hl>を抑えた新型車両として6000系が構想された。"
}
```
The data fields are the same among all splits.
- `question`: a `string` feature.
- `paragraph`: a `string` feature.
- `answer`: a `string` feature.
- `sentence`: a `string` feature.
- `paragraph_answer`: a `string` feature, which is same as the paragraph but the answer is highlighted by a special token `<hl>`.
- `paragraph_sentence`: a `string` feature, which is same as the paragraph but a sentence containing the answer is highlighted by a special token `<hl>`.
- `sentence_answer`: a `string` feature, which is same as the sentence but the answer is highlighted by a special token `<hl>`.
Each of `paragraph_answer`, `paragraph_sentence`, and `sentence_answer` feature is assumed to be used to train a question generation model,
but with different information. The `paragraph_answer` and `sentence_answer` features are for answer-aware question generation and
`paragraph_sentence` feature is for sentence-aware question generation.
## Data Splits
|train|validation|test |
|----:|---------:|----:|
|27809| 3939| 3939|
## Citation Information
```
@inproceedings{ushio-etal-2022-generative,
title = "{G}enerative {L}anguage {M}odels for {P}aragraph-{L}evel {Q}uestion {G}eneration",
author = "Ushio, Asahi and
Alva-Manchego, Fernando and
Camacho-Collados, Jose",
booktitle = "Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing",
month = dec,
year = "2022",
address = "Abu Dhabi, U.A.E.",
publisher = "Association for Computational Linguistics",
}
``` | [
-0.8911773562431335,
-0.8899009227752686,
0.6107443571090698,
0.34420403838157654,
-0.4421495199203491,
-0.34141016006469727,
-0.06650789082050323,
-0.1790781021118164,
0.13065001368522644,
0.5682042241096497,
-0.713049590587616,
-0.6366427540779114,
-0.1770400106906891,
0.19405938684940338,
-0.07606413215398788,
0.5673004984855652,
-0.24298612773418427,
-0.18655379116535187,
-0.02835736609995365,
-0.030039841309189796,
-0.5217652320861816,
-0.17304636538028717,
-0.5569911599159241,
-0.048734746873378754,
0.18993686139583588,
0.24760141968727112,
0.4978412389755249,
0.6532690525054932,
0.5089330077171326,
0.29106077551841736,
-0.08210083097219467,
0.3358333110809326,
0.015426438301801682,
-0.3102620542049408,
-0.018447784706950188,
-0.3744864761829376,
-0.22108404338359833,
-0.2398025393486023,
0.8439732789993286,
0.6934950351715088,
-0.11101814359426498,
0.16777589917182922,
0.24759328365325928,
0.49906790256500244,
-0.4729752242565155,
0.2512756884098053,
-0.250497430562973,
0.019196631386876106,
-0.11638832092285156,
-0.6191446185112,
-0.011785323731601238,
-0.8646504878997803,
-0.33603155612945557,
-0.8331969976425171,
0.24419842660427094,
0.32389533519744873,
1.5682499408721924,
0.01713038608431816,
-0.42328810691833496,
-0.2363138198852539,
-0.4767632484436035,
0.8749493956565857,
-0.8382022976875305,
-0.06886451691389084,
0.6071789860725403,
0.39256295561790466,
-0.11578690260648727,
-0.3810342252254486,
-0.9716901183128357,
0.1748056411743164,
-0.31148672103881836,
0.5760467052459717,
0.19871605932712555,
-0.19976985454559326,
0.15322960913181305,
0.2536345422267914,
-0.6545030474662781,
-0.11833585798740387,
-0.5083861947059631,
0.04639187827706337,
0.7909950017929077,
0.4936927855014801,
0.660951554775238,
-0.8744795918464661,
-0.7971824407577515,
-0.2905132472515106,
-0.7464398145675659,
0.489155650138855,
0.3700481057167053,
0.4052221477031708,
-0.18783794343471527,
0.43796709179878235,
-0.2976558804512024,
0.4389960467815399,
0.04225919768214226,
-0.11535133421421051,
0.509662926197052,
-1.0187419652938843,
-0.3373808264732361,
-0.36957642436027527,
1.2300567626953125,
0.7414008975028992,
-0.007325254380702972,
0.051030442118644714,
-0.02206656150519848,
-0.6089158058166504,
0.05244665592908859,
-0.7607772946357727,
0.1187201514840126,
0.2788061499595642,
-0.2970183789730072,
-0.27830541133880615,
0.3660793602466583,
-1.2094306945800781,
0.020989544689655304,
-0.12035974860191345,
0.22578449547290802,
-0.5335332155227661,
-0.6984438300132751,
0.28407976031303406,
-0.0350281223654747,
0.4197652339935303,
0.32197046279907227,
-0.7025496959686279,
0.19600585103034973,
0.4282046854496002,
0.6749182939529419,
0.17583097517490387,
-0.41230881214141846,
0.3269026577472687,
0.25320693850517273,
-0.42520231008529663,
1.0386877059936523,
-0.2008676379919052,
-0.47780102491378784,
0.03434466943144798,
0.3355613946914673,
-0.6238197684288025,
-0.4312974214553833,
0.5410912036895752,
-0.3853694498538971,
0.7081173062324524,
-0.5354195237159729,
-0.23874704539775848,
-0.41667938232421875,
0.4559190273284912,
-0.3769353926181793,
1.287745714187622,
0.29929667711257935,
-1.086313247680664,
0.16228097677230835,
-0.5487695336341858,
-0.2618789076805115,
0.04673038050532341,
-0.09444446861743927,
-0.4334189295768738,
-0.28589534759521484,
0.5394747257232666,
0.3339470624923706,
-0.5302093625068665,
0.31907597184181213,
-0.10028614848852158,
-0.17190894484519958,
0.3507339656352997,
-0.19025443494319916,
1.4007362127304077,
0.36163997650146484,
-0.45704615116119385,
-0.21927542984485626,
-0.8077685236930847,
0.29075419902801514,
0.19394710659980774,
-0.42971089482307434,
-0.14942452311515808,
-0.13163380324840546,
0.03326811268925667,
0.3148670196533203,
0.3646408021450043,
-0.5561516880989075,
0.0018774376949295402,
-0.6860446333885193,
0.1400536149740219,
1.0452075004577637,
0.5446023941040039,
0.40275949239730835,
-0.7788930535316467,
0.8711114525794983,
0.40048831701278687,
0.0080864941701293,
-0.09984016418457031,
-0.40418770909309387,
-1.065732717514038,
0.0802350789308548,
0.21131116151809692,
0.7596829533576965,
-1.0309157371520996,
0.8534897565841675,
-0.24843673408031464,
-0.6351112127304077,
-0.4710950553417206,
-0.32595112919807434,
0.48194620013237,
0.5954700708389282,
0.34339216351509094,
0.1263463944196701,
-0.6936288475990295,
-0.6738862991333008,
0.13865192234516144,
-0.3407690227031708,
0.08852870017290115,
0.4885944426059723,
0.5902378559112549,
0.1722230464220047,
0.9655578136444092,
-0.6984928250312805,
-0.21067993342876434,
-0.39522621035575867,
0.05179737135767937,
0.3121103048324585,
0.555505633354187,
0.870594322681427,
-0.9954131841659546,
-0.7525811195373535,
0.028455812484025955,
-0.8719977736473083,
-0.14685869216918945,
-0.2740840017795563,
-0.35723233222961426,
0.24101421236991882,
0.3730674386024475,
-0.6298007369041443,
0.07639510184526443,
0.26002800464630127,
-0.41095495223999023,
0.737058162689209,
-0.14216063916683197,
0.39951685070991516,
-1.3979566097259521,
0.14543332159519196,
-0.197188138961792,
0.11423525959253311,
-0.4769827127456665,
0.2994674742221832,
-0.21880166232585907,
0.22235269844532013,
-0.4404737055301666,
0.42540279030799866,
-0.4298649728298187,
0.26661673188209534,
0.10997755080461502,
0.34839800000190735,
0.1464635729789734,
0.7046395540237427,
-0.161833256483078,
0.8933035731315613,
0.40667611360549927,
-0.9858939051628113,
0.29945454001426697,
0.3916330337524414,
-0.4734468460083008,
0.25973713397979736,
-0.5570544004440308,
-0.12063360959291458,
-0.32728311419487,
0.04301819950342178,
-1.174622654914856,
-0.24424046277999878,
0.5847667455673218,
-0.5176928639411926,
0.05320096015930176,
0.29957589507102966,
-0.6172823309898376,
-0.6267558932304382,
-0.45062077045440674,
0.018242143094539642,
0.42613092064857483,
-0.2780468761920929,
0.5228937864303589,
0.3412879407405853,
-0.20066878199577332,
-0.4724625051021576,
-0.8038457036018372,
-0.33618882298469543,
-0.3334847390651703,
-0.794703483581543,
0.22252675890922546,
-0.34188181161880493,
-0.027406197041273117,
0.08853668719530106,
0.37809517979621887,
-0.327116459608078,
0.043327342718839645,
0.14550204575061798,
-0.05249417573213577,
-0.40420058369636536,
0.005984711926430464,
0.08572409301996231,
-0.03474954888224602,
0.20752643048763275,
0.08902470767498016,
0.8363178372383118,
0.07763907313346863,
-0.23717030882835388,
-0.4549561142921448,
0.2502284348011017,
0.3737730383872986,
-0.2640484571456909,
0.7325148582458496,
0.5436632037162781,
-0.27695462107658386,
0.08281908929347992,
-0.4119326174259186,
0.07123417407274246,
-0.5133248567581177,
0.37697121500968933,
-0.45042935013771057,
-0.7417114973068237,
0.5257243514060974,
-0.039016589522361755,
0.04025084897875786,
0.9253358244895935,
0.6337191462516785,
-0.2925500273704529,
1.033055305480957,
0.42152783274650574,
0.3781895935535431,
0.3151509761810303,
-0.5266668200492859,
0.20668672025203705,
-1.030900001525879,
-0.6820770502090454,
-0.8123109340667725,
-0.25344330072402954,
-0.8128267526626587,
-0.517862856388092,
0.3388751149177551,
-0.03183550387620926,
-0.5791029930114746,
0.4428238570690155,
-0.6575724482536316,
0.20307868719100952,
0.5117387175559998,
0.14042632281780243,
0.18535098433494568,
-0.1737562119960785,
-0.20192289352416992,
-0.1839446872472763,
-0.9452341198921204,
-0.6186248064041138,
1.0138816833496094,
0.2218661904335022,
0.2934563159942627,
0.11639358103275299,
0.7558143138885498,
-0.11406330019235611,
0.159014493227005,
-0.18879668414592743,
0.8649595379829407,
0.07844153791666031,
-0.78629070520401,
-0.36284545063972473,
-0.6416087746620178,
-1.1927173137664795,
0.6538914442062378,
-0.15353243052959442,
-0.7200042605400085,
0.30025002360343933,
-0.2821545898914337,
-0.5722442269325256,
0.5612996220588684,
-0.4331868886947632,
0.812800943851471,
-0.34356817603111267,
-0.27757880091667175,
0.12413565069437027,
-0.5876526832580566,
0.5662199854850769,
0.12706701457500458,
0.5768255591392517,
-0.24270384013652802,
0.149142786860466,
0.8787221312522888,
-0.4602149724960327,
0.6797589659690857,
-0.42812809348106384,
0.15402932465076447,
0.6899241209030151,
-0.20711635053157806,
0.3544776141643524,
0.1649043709039688,
0.039454616606235504,
-0.2554016411304474,
0.029734808951616287,
-0.18730194866657257,
-0.4850941598415375,
0.5838854312896729,
-1.0632109642028809,
-0.6672663688659668,
-0.5015656352043152,
-0.44050365686416626,
0.07553578168153763,
0.4102424681186676,
0.6629659533500671,
0.2536562979221344,
-0.09065240621566772,
0.0006301227840594947,
0.6748436689376831,
-0.6485535502433777,
0.5457009077072144,
0.5206322073936462,
-0.5256680846214294,
-0.5466353297233582,
0.8214568495750427,
0.31441521644592285,
0.09456665068864822,
0.6046046614646912,
0.29460158944129944,
-0.3898378908634186,
-0.49652090668678284,
-0.5281274914741516,
0.29021990299224854,
-0.39524659514427185,
-0.4111326038837433,
-0.904596745967865,
-0.3823438882827759,
-0.546014130115509,
0.05126689374446869,
-0.13320842385292053,
-0.5671290159225464,
-0.311479389667511,
-0.30695292353630066,
0.1901056468486786,
0.4540275037288666,
-0.06504187732934952,
0.3473764955997467,
-0.5283669233322144,
0.32004687190055847,
0.05352327972650528,
0.023288019001483917,
0.015331515111029148,
-0.5592105984687805,
-0.41985297203063965,
0.4135228991508484,
-0.6096249222755432,
-0.8314550518989563,
0.6239065527915955,
-0.3150878846645355,
0.3744443953037262,
0.5334636569023132,
0.20821921527385712,
0.7967738509178162,
-0.1857212334871292,
1.0031001567840576,
0.25863295793533325,
-0.7092618942260742,
0.7331746816635132,
-0.5563127994537354,
0.2309282124042511,
0.5803548097610474,
0.5234914422035217,
-0.5298037528991699,
-0.6319663524627686,
-0.8141875863075256,
-1.001518726348877,
0.733303964138031,
0.15566420555114746,
0.20443686842918396,
-0.1985837072134018,
0.0710301622748375,
-0.24059942364692688,
0.3435942828655243,
-0.9593908786773682,
-0.34085237979888916,
-0.23670881986618042,
-0.10497909784317017,
0.2226693034172058,
-0.1071484237909317,
-0.19431264698505402,
-0.43638551235198975,
0.75797039270401,
0.190175861120224,
0.6423623561859131,
0.32959070801734924,
0.2134803682565689,
-0.20987820625305176,
0.526874303817749,
0.8362680077552795,
0.7663647532463074,
-0.30514028668403625,
0.07291451096534729,
0.41784751415252686,
-0.43331265449523926,
0.08673099428415298,
0.0824224054813385,
-0.8018259406089783,
0.0708981454372406,
0.27075570821762085,
0.6813592910766602,
0.12026721984148026,
-0.36296021938323975,
0.522085964679718,
0.043425582349300385,
-0.5260566473007202,
-0.6210756301879883,
0.09491676092147827,
0.06515918672084808,
0.03231191262602806,
0.3885464668273926,
-0.1670171171426773,
0.0731678456068039,
-0.412056565284729,
-0.1502980887889862,
0.21469829976558685,
-0.2186373919248581,
-0.09633719176054001,
0.7151044607162476,
0.06632013618946075,
0.03286939486861229,
0.5447402596473694,
-0.5470802187919617,
-0.8631649017333984,
0.9448655247688293,
0.5201217532157898,
0.7737582921981812,
-0.18526573479175568,
0.3931235671043396,
1.116578459739685,
0.6256718635559082,
0.20599763095378876,
0.6269528269767761,
0.12466226518154144,
-0.897749125957489,
-0.13444650173187256,
-0.7256535291671753,
-0.10691282153129578,
0.12367748469114304,
-0.726472020149231,
0.24164968729019165,
-0.6916706562042236,
-0.20224489271640778,
-0.5368924140930176,
0.38327309489250183,
-0.5180715322494507,
0.44076505303382874,
-0.18686379492282867,
1.001237154006958,
-0.920794665813446,
0.4708317816257477,
0.7500776648521423,
-0.8837881088256836,
-1.1024596691131592,
0.005672254133969545,
-0.40714991092681885,
-0.6768578886985779,
0.5277852416038513,
0.07970636337995529,
0.04049493744969368,
-0.17388010025024414,
-0.564307451248169,
-1.0365865230560303,
1.4624263048171997,
-0.17078642547130585,
-0.2967391014099121,
0.05512905493378639,
0.569180965423584,
0.6692042350769043,
-0.28577831387519836,
0.3087344467639923,
0.4707968533039093,
0.8379343152046204,
-0.04375952109694481,
-0.7355464696884155,
0.386983722448349,
-0.35609620809555054,
0.1423148214817047,
0.1348109245300293,
-1.2263247966766357,
1.0829496383666992,
0.05818384885787964,
-0.4183652698993683,
0.1319761723279953,
0.6850099563598633,
0.4808290898799896,
0.39963775873184204,
0.5195235013961792,
0.6155322194099426,
0.7762695550918579,
-0.5200690031051636,
1.1027913093566895,
-0.40706461668014526,
0.6265769600868225,
0.6312714219093323,
0.09591935575008392,
0.743339478969574,
0.21754585206508636,
-0.5312204360961914,
0.6590542197227478,
0.6880764961242676,
-0.27547767758369446,
0.8466657400131226,
-0.10513994097709656,
-0.2936917245388031,
-0.13119149208068848,
-0.04354306682944298,
-0.6321256160736084,
0.3986525535583496,
0.16628633439540863,
-0.08015648275613785,
-0.2892443835735321,
0.1230112835764885,
0.3383037745952606,
0.14183136820793152,
-0.36732017993927,
0.7423908114433289,
-0.1405554711818695,
-0.6751458644866943,
0.5629947185516357,
0.25687283277511597,
0.5470810532569885,
-0.703099250793457,
0.29056021571159363,
-0.2325916886329651,
0.07458241283893585,
-0.19033972918987274,
-1.1647695302963257,
0.48931440711021423,
-0.09283988177776337,
-0.17448218166828156,
-0.40169447660446167,
0.40275266766548157,
-0.4904305040836334,
-0.7521911859512329,
0.14103049039840698,
0.3526657521724701,
0.07422976195812225,
0.32510149478912354,
-0.8628541827201843,
-0.3364774286746979,
0.2955082952976227,
-0.5715716481208801,
0.2639806270599365,
0.7233810424804688,
0.24319185316562653,
0.4891921281814575,
0.5388087630271912,
0.10633683204650879,
0.11692076921463013,
-0.11573027074337006,
1.114280343055725,
-0.8894596695899963,
-0.5589292645454407,
-0.6955727338790894,
0.6807345747947693,
-0.20897214114665985,
-0.5850884914398193,
1.0381083488464355,
0.7384007573127747,
0.8241676688194275,
0.07782310247421265,
1.0975092649459839,
-0.45514026284217834,
0.7846020460128784,
-0.737625777721405,
0.7216610908508301,
-0.591486930847168,
0.16717888414859772,
-0.20483388006687164,
-0.7707697153091431,
-0.19173502922058105,
0.7976077198982239,
-0.5992874503135681,
0.46792545914649963,
0.9256183505058289,
1.0285767316818237,
0.2725456953048706,
0.18100380897521973,
0.05716501176357269,
0.3642165958881378,
0.16805371642112732,
0.9421922564506531,
0.8593083620071411,
-0.7284143567085266,
0.42689985036849976,
-0.7009925246238708,
-0.0677715316414833,
0.016027968376874924,
-0.5254452228546143,
-0.8447158932685852,
-0.6380615830421448,
-0.2219584882259369,
-0.4657386541366577,
-0.15985319018363953,
0.6544000506401062,
0.3447968661785126,
-0.8690072894096375,
-0.4136728048324585,
-0.11637645214796066,
0.32476136088371277,
-0.39019784331321716,
-0.38274452090263367,
0.8430590033531189,
-0.2164936512708664,
-0.7636669874191284,
-0.009851080365478992,
0.14666736125946045,
0.030306721106171608,
-0.2049756497144699,
0.026560066267848015,
-0.48839038610458374,
0.09693370014429092,
0.2799399197101593,
0.17009146511554718,
-0.4502311050891876,
-0.17850080132484436,
0.20198912918567657,
-0.4258832633495331,
0.2338702380657196,
0.44140395522117615,
-0.39078906178474426,
0.12786996364593506,
0.6849388480186462,
0.15289738774299622,
0.5808785557746887,
0.2805335223674774,
0.3091791570186615,
-0.6011123061180115,
0.13036119937896729,
0.09269597381353378,
0.2672867774963379,
0.2550247013568878,
-0.24584271013736725,
0.5938097238540649,
0.3147745728492737,
-0.5650902390480042,
-0.6944250464439392,
0.029636025428771973,
-0.9788538217544556,
-0.3078407347202301,
1.2070362567901611,
-0.11936085671186447,
-0.43808040022850037,
-0.12013857066631317,
-0.2845737934112549,
0.3704950213432312,
-0.036773260682821274,
0.7980321645736694,
0.8269253969192505,
-0.15287144482135773,
-0.4406585991382599,
-0.6416698694229126,
0.3062763810157776,
0.3047347664833069,
-1.019351840019226,
-0.12017721682786942,
0.20651035010814667,
0.21154864132404327,
0.3077806830406189,
0.9861206412315369,
-0.12233239412307739,
0.26680928468704224,
0.02009156160056591,
0.17569699883460999,
-0.13341379165649414,
0.021063724532723427,
-0.019232602789998055,
0.18111065030097961,
-0.3316296935081482,
-0.2697939872741699
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
IlyaGusev/ru_turbo_alpaca_evol_instruct | IlyaGusev | 2023-06-02T11:19:37Z | 390 | 9 | null | [
"task_categories:text-generation",
"size_categories:10K<n<100K",
"language:ru",
"license:cc-by-4.0",
"region:us"
] | 2023-06-02T11:19:37Z | 2023-05-20T23:43:27.000Z | 2023-05-20T23:43:27 | ---
dataset_info:
features:
- name: instruction
dtype: string
- name: output
dtype: string
- name: iteration
dtype: uint32
splits:
- name: train
num_bytes: 105428021
num_examples: 47793
download_size: 27572163
dataset_size: 105428021
license: cc-by-4.0
task_categories:
- text-generation
language:
- ru
size_categories:
- 10K<n<100K
---
| [
-0.1285335123538971,
-0.1861683875322342,
0.6529128551483154,
0.49436232447624207,
-0.19319400191307068,
0.23607441782951355,
0.36072009801864624,
0.05056373029947281,
0.5793656706809998,
0.7400146722793579,
-0.650810182094574,
-0.23784008622169495,
-0.7102247476577759,
-0.04782553389668465,
-0.38947567343711853,
0.8470754623413086,
-0.09598255157470703,
0.024005301296710968,
0.04711989313364029,
-0.1431780606508255,
-0.6121035814285278,
-0.04771772027015686,
-1.052453637123108,
-0.06787454336881638,
0.30022722482681274,
0.5120980143547058,
0.827591061592102,
0.396028608083725,
0.5030559301376343,
1.7515556812286377,
-0.08836911618709564,
-0.22754397988319397,
-0.45892009139060974,
0.42230671644210815,
-0.3327728509902954,
-0.4213376045227051,
-0.2624169588088989,
-0.07449327409267426,
0.32380378246307373,
0.7903715968132019,
-0.3810409903526306,
0.19328100979328156,
-0.22438451647758484,
1.0082244873046875,
-0.8202077150344849,
0.2263088971376419,
-0.1669832170009613,
0.14053183794021606,
0.042308785021305084,
-0.1459192931652069,
-0.132632315158844,
-0.6440047025680542,
0.06469497084617615,
-0.8995957374572754,
0.10274903476238251,
-0.044610701501369476,
0.8789557218551636,
0.21909034252166748,
-0.5102370381355286,
-0.0459778755903244,
-0.6883591413497925,
1.0972505807876587,
-0.17556053400039673,
0.7615716457366943,
0.45078057050704956,
0.4528845548629761,
-0.5849325656890869,
-1.178217887878418,
-0.444186270236969,
-0.13578970730304718,
0.14722752571105957,
0.3055606484413147,
-0.34530261158943176,
-0.022343739867210388,
0.10801080614328384,
0.5610312819480896,
-0.5003757476806641,
-0.3119601309299469,
-0.957992672920227,
-0.18164905905723572,
0.6820485591888428,
0.3193078637123108,
0.8340443968772888,
0.18731552362442017,
-0.7347202301025391,
0.12866359949111938,
-1.3239705562591553,
0.07650737464427948,
0.6465021371841431,
0.2394677698612213,
-0.5545985102653503,
0.8594784736633301,
-0.285879909992218,
0.6262495517730713,
0.27284637093544006,
-0.11645288020372391,
0.27842551469802856,
-0.23030714690685272,
-0.27350643277168274,
0.03308771923184395,
0.3459731340408325,
0.8204494714736938,
0.1624859869480133,
-0.019984528422355652,
-0.22124026715755463,
0.002071946859359741,
0.26844531297683716,
-0.7935100793838501,
-0.4712666869163513,
0.1926693618297577,
-0.5589529871940613,
-0.09108539670705795,
0.43270164728164673,
-1.097684383392334,
-0.4812983572483063,
-0.18798448145389557,
0.05468184873461723,
-0.5451682209968567,
-0.36979442834854126,
0.07273299992084503,
-0.7925408482551575,
-0.12434210628271103,
0.5709508657455444,
-0.6230251789093018,
0.43974602222442627,
0.5336250066757202,
0.786163330078125,
0.23303917050361633,
-0.2361360788345337,
-0.6695016622543335,
0.48848265409469604,
-0.8661869764328003,
0.36860689520835876,
-0.30737850069999695,
-0.8298647403717041,
-0.09631016105413437,
0.5393157005310059,
0.2066487818956375,
-0.665324866771698,
0.7074040770530701,
-0.549697995185852,
-0.07806510478258133,
-0.4308289587497711,
-0.24321980774402618,
0.17460422217845917,
0.11115413904190063,
-0.6238906979560852,
0.9402236342430115,
0.5551110506057739,
-0.5841096639633179,
0.3170124292373657,
-0.4869508147239685,
-0.6865580081939697,
0.2674822211265564,
-0.008751265704631805,
-0.04715294390916824,
0.32795268297195435,
-0.15983977913856506,
-0.0020515620708465576,
0.10505715012550354,
0.008300501853227615,
-0.21891629695892334,
-0.47863084077835083,
0.06349922716617584,
0.15165063738822937,
1.2536829710006714,
0.40836217999458313,
-0.37718790769577026,
-0.13140133023262024,
-1.0526151657104492,
0.02543264627456665,
0.05050137639045715,
-0.42306792736053467,
-0.2504563331604004,
-0.14882251620292664,
-0.20381605625152588,
0.4307262599468231,
0.21184733510017395,
-0.8131154775619507,
0.22643575072288513,
-0.20640233159065247,
0.3644976019859314,
0.8222091197967529,
0.2703099548816681,
0.39760541915893555,
-0.6625280380249023,
0.6563136577606201,
0.2076185643672943,
0.49590179324150085,
0.3540418744087219,
-0.3845820426940918,
-0.9641578197479248,
-0.4421607553958893,
-0.10117406398057938,
0.2975529730319977,
-0.7744959592819214,
0.584731936454773,
0.012979187071323395,
-0.5836696028709412,
-0.4465281069278717,
-0.15488091111183167,
0.2755323648452759,
-0.06606610864400864,
0.033349379897117615,
-0.4049781262874603,
-0.7394410371780396,
-1.0127897262573242,
-0.13788102567195892,
-0.5021383762359619,
-0.2189284861087799,
0.3160586953163147,
0.26177433133125305,
-0.3429007828235626,
0.761074960231781,
-0.605928361415863,
-0.7040645480155945,
-0.13973550498485565,
-0.09959849715232849,
0.618772029876709,
0.9297672510147095,
0.7491389513015747,
-0.7224891781806946,
-0.8973815441131592,
-0.05623132735490799,
-0.5420036911964417,
-0.020043618977069855,
0.03815015032887459,
-0.18260695040225983,
-0.10514965653419495,
0.22352561354637146,
-0.6100800037384033,
0.8851075172424316,
0.43224942684173584,
-0.6815470457077026,
0.521058976650238,
-0.4444415867328644,
0.607380211353302,
-0.8642836213111877,
-0.2911486029624939,
-0.1682354062795639,
-0.1976117193698883,
-0.7090163826942444,
0.1941153109073639,
-0.30022329092025757,
-0.3302987813949585,
-0.7474029064178467,
0.5274896025657654,
-0.9497008919715881,
-0.1878155767917633,
-0.33672797679901123,
-0.03423091769218445,
0.258078396320343,
0.19490550458431244,
-0.2356022596359253,
0.8900527954101562,
0.9160481691360474,
-0.7121304869651794,
0.5487284064292908,
0.3930913209915161,
-0.1920015811920166,
0.713123619556427,
-0.3887737989425659,
0.05162034556269646,
-0.12344932556152344,
0.14374586939811707,
-1.1263889074325562,
-0.5611576437950134,
0.13677352666854858,
-0.7127033472061157,
0.1768694370985031,
-0.16556863486766815,
-0.09428544342517853,
-0.6608470678329468,
-0.33806464076042175,
0.25910061597824097,
0.48612281680107117,
-0.4796994924545288,
0.6188153028488159,
0.5728035569190979,
0.026518523693084717,
-0.5307413935661316,
-0.7206829786300659,
0.20418179035186768,
0.03964628279209137,
-0.5569695234298706,
0.3011685907840729,
0.006543658673763275,
-0.6622449159622192,
-0.37112465500831604,
-0.26354193687438965,
-0.6043857336044312,
-0.22679749131202698,
0.7826980352401733,
0.11994287371635437,
-0.09012241661548615,
-0.20310327410697937,
-0.3199535310268402,
-0.061674781143665314,
0.3048747181892395,
-0.07575264573097229,
0.7232831716537476,
-0.3362368941307068,
-0.17849993705749512,
-0.8877336382865906,
0.6527547836303711,
0.9970458745956421,
0.09446781873703003,
0.8066442012786865,
0.463242769241333,
-0.356474369764328,
-0.13046561181545258,
-0.3535457253456116,
-0.15120631456375122,
-0.6857743859291077,
-0.1806795597076416,
-0.5322473645210266,
-0.5411435961723328,
0.40530624985694885,
0.10101401060819626,
-0.0021039992570877075,
0.5167040824890137,
0.25336092710494995,
-0.28806865215301514,
0.7550323605537415,
1.0343408584594727,
0.13917939364910126,
0.36029139161109924,
-0.28547197580337524,
0.6341596841812134,
-0.8329949378967285,
-0.34052106738090515,
-0.4548071026802063,
-0.2563583254814148,
-0.3121439814567566,
-0.1075083538889885,
0.5791015028953552,
0.28182128071784973,
-0.4463469982147217,
0.12506772577762604,
-0.5994209051132202,
0.6587362289428711,
0.6273985505104065,
0.5719729661941528,
0.1997300386428833,
-0.46199458837509155,
0.19982901215553284,
0.048167064785957336,
-0.45745572447776794,
-0.4009109139442444,
0.7711146473884583,
0.239962637424469,
0.8364018201828003,
0.20927003026008606,
0.4957771599292755,
0.3337545692920685,
0.25280603766441345,
-0.6318972110748291,
0.20098070800304413,
-0.222828209400177,
-1.2459607124328613,
-0.2064269483089447,
-0.16551266610622406,
-1.0080578327178955,
-0.11792004108428955,
-0.18289004266262054,
-0.8406614661216736,
0.2665729522705078,
-0.19225698709487915,
-0.6640642285346985,
0.520614504814148,
-0.5103870630264282,
0.6934709548950195,
-0.23555895686149597,
-0.2817087173461914,
0.11930041760206223,
-0.6889921426773071,
0.5254610776901245,
0.3667148947715759,
0.29168447852134705,
-0.3796895146369934,
-0.3192877471446991,
0.5068991184234619,
-0.8812236785888672,
0.44081082940101624,
-0.10565068572759628,
0.1942814439535141,
0.5358878374099731,
0.4153590202331543,
0.38239675760269165,
0.2869906723499298,
-0.24593809247016907,
-0.23415403068065643,
0.2250344157218933,
-0.7581348419189453,
-0.2775455117225647,
0.9095457792282104,
-0.7519429922103882,
-0.8586916923522949,
-0.6954255104064941,
-0.30645009875297546,
0.2886526584625244,
0.02781439572572708,
0.7154765129089355,
0.6456883549690247,
-0.18821007013320923,
0.23777063190937042,
0.720821738243103,
-0.014694413170218468,
0.723556399345398,
0.29411089420318604,
-0.4056652784347534,
-0.6169788241386414,
0.718232274055481,
0.26270464062690735,
0.05162703990936279,
0.028327442705631256,
0.3058736324310303,
-0.17546680569648743,
-0.1507863998413086,
-0.6318317651748657,
-0.0639532208442688,
-0.7465732097625732,
-0.09279482066631317,
-0.7541394829750061,
-0.2507745921611786,
-0.7114589214324951,
-0.8068138360977173,
-0.708016037940979,
-0.45604345202445984,
-0.4301196336746216,
-0.2335222214460373,
0.5163102746009827,
1.1627084016799927,
-0.26131507754325867,
0.8011049628257751,
-0.8900954723358154,
0.41936272382736206,
0.4969545006752014,
0.7519727945327759,
-0.11060971021652222,
-0.6746928691864014,
-0.07836240530014038,
-0.5338752269744873,
-0.29485076665878296,
-1.01569664478302,
0.31774672865867615,
-0.036885976791381836,
0.4053717255592346,
0.4293888807296753,
0.2519032955169678,
0.4939274191856384,
-0.3007313311100006,
1.1130690574645996,
0.7274303436279297,
-0.8033815026283264,
0.5195285677909851,
-0.7634995579719543,
0.16122232377529144,
0.9363659024238586,
0.544775128364563,
-0.4417074918746948,
-0.15113961696624756,
-1.0259764194488525,
-0.8431367874145508,
0.5963038206100464,
0.15439960360527039,
0.01684429496526718,
0.018214639276266098,
0.03168323636054993,
0.29466331005096436,
0.3591306209564209,
-0.784728467464447,
-0.824022650718689,
-0.13851124048233032,
0.25803354382514954,
0.3145602345466614,
-0.16485458612442017,
-0.3003879189491272,
-0.6116158366203308,
0.8711379766464233,
0.1828640252351761,
0.3546237349510193,
0.12073374539613724,
0.04369324818253517,
-0.35506951808929443,
0.14787019789218903,
0.5523004531860352,
1.2529062032699585,
-0.4098334312438965,
0.3673911392688751,
0.1751268208026886,
-0.6540066599845886,
0.6494988203048706,
-0.30363473296165466,
-0.021784666925668716,
0.6203134655952454,
0.17760910093784332,
0.2852843105792999,
0.3155992031097412,
-0.36214208602905273,
0.6047801971435547,
-0.029422320425510406,
-0.17758524417877197,
-0.7005689144134521,
0.15866941213607788,
0.029349908232688904,
0.27508044242858887,
0.43920302391052246,
0.2444339096546173,
0.08246828615665436,
-1.0602877140045166,
0.571104884147644,
0.24493856728076935,
-0.8676615953445435,
-0.30110111832618713,
0.7047960758209229,
0.40753939747810364,
-0.47599589824676514,
0.38749027252197266,
0.012702763080596924,
-0.671023964881897,
0.5987740755081177,
0.551040768623352,
0.7569668292999268,
-0.4702425003051758,
0.30880242586135864,
0.624560534954071,
0.06711313128471375,
0.20550544559955597,
0.6923208236694336,
0.03149370476603508,
-0.44738680124282837,
0.23022504150867462,
-0.5986737012863159,
-0.1468992531299591,
0.13735288381576538,
-0.804742693901062,
0.3515333831310272,
-0.9312610030174255,
-0.24089904129505157,
0.08751519024372101,
0.11761170625686646,
-0.6130950450897217,
0.6674697995185852,
-0.00852571427822113,
0.9280482530593872,
-0.8549090623855591,
0.962628960609436,
0.8559577465057373,
-0.31830841302871704,
-0.7709447145462036,
-0.3355675935745239,
0.0201396644115448,
-0.6660529375076294,
0.7108281850814819,
-0.18973003327846527,
-0.41207355260849,
-0.0932389348745346,
-0.6229831576347351,
-1.0003738403320312,
0.03062039613723755,
0.017416149377822876,
-0.46250253915786743,
0.44547978043556213,
-0.5157256722450256,
0.32896745204925537,
-0.19169752299785614,
0.30509495735168457,
0.771946907043457,
0.7958443760871887,
0.22960850596427917,
-0.6354780197143555,
-0.44666823744773865,
-0.010275822132825851,
-0.1668277382850647,
0.45458102226257324,
-1.071097493171692,
0.9677367210388184,
-0.46525776386260986,
-0.34733179211616516,
0.2706637978553772,
0.7977622747421265,
0.253851056098938,
0.3524123430252075,
0.621953547000885,
0.9016802310943604,
0.36450058221817017,
-0.311782568693161,
0.7276740670204163,
0.2426334023475647,
0.41525477170944214,
0.736419677734375,
-0.22712194919586182,
0.5403842329978943,
0.890641450881958,
-0.7861624360084534,
0.5381764769554138,
0.7879026532173157,
0.16047346591949463,
0.7758153676986694,
0.5944147706031799,
-0.6119515895843506,
-0.11859343945980072,
-0.14641447365283966,
-0.617155909538269,
0.1979750394821167,
0.052926838397979736,
-0.11974767595529556,
-0.28460121154785156,
-0.13567432761192322,
0.12295038253068924,
0.2836456894874573,
-0.5959329605102539,
0.606866180896759,
0.34341561794281006,
-0.6328276991844177,
0.21025121212005615,
-0.2577953636646271,
0.6709502935409546,
-0.5978153944015503,
0.027336426079273224,
-0.2269938588142395,
0.41810357570648193,
-0.4618743360042572,
-1.007582426071167,
0.47138315439224243,
-0.29202455282211304,
-0.4055127203464508,
-0.26942431926727295,
0.8072373867034912,
-0.2213389277458191,
-0.5572863221168518,
0.37486088275909424,
0.13466545939445496,
0.4147361218929291,
0.4014603793621063,
-0.5487300157546997,
0.04779018461704254,
0.13760170340538025,
-0.200618177652359,
0.3601188361644745,
0.29737287759780884,
0.25488775968551636,
0.7100129127502441,
0.5052477121353149,
0.22198741137981415,
0.2569434344768524,
-0.18668603897094727,
0.8387457728385925,
-0.9102790355682373,
-0.8167629241943359,
-0.9497329592704773,
0.38498955965042114,
0.025727245956659317,
-0.8801437616348267,
0.7920297384262085,
0.7652614116668701,
0.5113964080810547,
-0.48778945207595825,
0.4755285680294037,
-0.32647913694381714,
0.5047132968902588,
-0.13870932161808014,
1.0010888576507568,
-0.7607624530792236,
-0.2958727478981018,
-0.030553333461284637,
-0.9216437935829163,
-0.2533755898475647,
0.5375738143920898,
0.15408295392990112,
-0.1460803896188736,
0.4385911226272583,
0.44216352701187134,
0.02217365987598896,
0.2522309720516205,
0.32861030101776123,
0.06042800843715668,
0.14508432149887085,
0.5510439872741699,
1.0931134223937988,
-0.4339442849159241,
0.18694785237312317,
-0.49234768748283386,
-0.45362502336502075,
-0.4153490960597992,
-0.9548052549362183,
-0.664030909538269,
-0.48185425996780396,
-0.2973938286304474,
-0.5915577411651611,
0.11726413667201996,
0.9300881028175354,
0.9018136262893677,
-0.625672459602356,
-0.41243696212768555,
0.2571353614330292,
0.3029336929321289,
-0.22954161465168,
-0.14626723527908325,
0.273649662733078,
-0.00640781968832016,
-0.7211176156997681,
0.39309418201446533,
0.8079767227172852,
0.3887123465538025,
0.08443966507911682,
-0.07217182219028473,
-0.4407084584236145,
0.02610129863023758,
0.5373559594154358,
0.5729556083679199,
-0.6281191110610962,
-0.4099642038345337,
-0.5328325629234314,
-0.21386754512786865,
0.15529415011405945,
0.4807758927345276,
-0.5166380405426025,
0.32661089301109314,
0.8128958940505981,
0.1701769381761551,
0.7187885642051697,
-0.00224892795085907,
0.667864203453064,
-0.897024929523468,
0.44462692737579346,
0.3953385651111603,
0.5681867599487305,
0.0899801105260849,
-0.7339168787002563,
0.9820244908332825,
0.4967435598373413,
-0.6334061026573181,
-1.003425121307373,
0.030799120664596558,
-1.1931143999099731,
-0.37881767749786377,
0.9890837669372559,
-0.09595773369073868,
-0.9597456455230713,
-0.36448919773101807,
-0.3677719235420227,
0.07989602535963058,
-0.33809781074523926,
0.35498178005218506,
0.8268190026283264,
-0.2538067698478699,
-0.2204189896583557,
-0.9505574703216553,
0.47529521584510803,
0.31025224924087524,
-0.5886626839637756,
-0.05114410072565079,
0.32939082384109497,
0.4523683488368988,
0.3009698987007141,
0.5239561200141907,
0.104281947016716,
0.8970535397529602,
0.25200384855270386,
0.30491432547569275,
-0.045266687870025635,
-0.5900777578353882,
-0.016066333279013634,
0.26214760541915894,
0.04487806558609009,
-0.6869444251060486
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
flexthink/librig2p-nostress-space | flexthink | 2022-06-24T01:23:49Z | 389 | 0 | null | [
"region:us"
] | 2022-06-24T01:23:49Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | # librig2p-nostress - Grapheme-To-Phoneme Dataset
This dataset contains samples that can be used to train a Grapheme-to-Phoneme system **without** stress information.
The dataset is derived from the following pre-existing datasets:
* [LibriSpeech ASR Corpus](https://www.openslr.org/12)
* [LibriSpeech Alignments](https://github.com/CorentinJ/librispeech-alignments)
* [Wikipedia Homograph Disambiguation Data](https://github.com/google/WikipediaHomographData) | [
-0.3620763123035431,
-0.43903541564941406,
0.2321404665708542,
0.005118436645716429,
-0.19723919034004211,
-0.19629769027233124,
-0.03928116708993912,
-0.48421934247016907,
0.36200112104415894,
0.5214124321937561,
-0.7090418338775635,
-0.5782899856567383,
-0.331259548664093,
-0.05444406345486641,
-0.4877777099609375,
1.1104803085327148,
0.1666686236858368,
0.5551765561103821,
0.029302487149834633,
-0.32505831122398376,
0.06438545137643814,
-0.29589328169822693,
-0.6680660247802734,
-0.5220606923103333,
0.5986998677253723,
0.9067005515098572,
0.5327919721603394,
0.3396363854408264,
0.43930256366729736,
0.050638508051633835,
-0.12386846542358398,
0.1595270186662674,
-0.6252976655960083,
-0.02084580808877945,
-0.10112684220075607,
-0.19073201715946198,
-0.3576876223087311,
0.0823480412364006,
0.8113594055175781,
0.7906460165977478,
0.045156076550483704,
0.5723159909248352,
0.14473281800746918,
0.6101832389831543,
-0.6100921630859375,
-0.10653592646121979,
-0.4122742712497711,
0.06590871512889862,
-0.5723984837532043,
0.041998498141765594,
-0.3955323398113251,
-0.8384308218955994,
0.007781739346683025,
-0.4523232877254486,
0.13399028778076172,
0.0902339294552803,
1.095292329788208,
0.3533129394054413,
-0.5122467875480652,
-0.4348682463169098,
-0.7234612107276917,
0.504429280757904,
-0.6280769109725952,
0.7143221497535706,
0.6788569688796997,
0.3654014468193054,
-0.02466285228729248,
-0.7648377418518066,
-0.34545251727104187,
0.3615886867046356,
0.019815213978290558,
0.37505635619163513,
0.28706327080726624,
-0.10676060616970062,
0.6004152297973633,
0.5699623227119446,
-0.8087595701217651,
0.2021809220314026,
-0.9106539487838745,
-0.028518768027424812,
0.5465840101242065,
-0.3078494369983673,
0.30838653445243835,
-0.2185131013393402,
-0.585970938205719,
-0.13723303377628326,
-0.7598626017570496,
0.012012258172035217,
0.49826720356941223,
0.29445695877075195,
-0.488765150308609,
0.6069415807723999,
0.08583369851112366,
0.7732236981391907,
-0.10160768032073975,
0.020912468433380127,
0.7408078908920288,
-0.02755192667245865,
-0.28337720036506653,
0.1642158329486847,
0.8144932389259338,
0.29713553190231323,
0.42412105202674866,
-0.4798736572265625,
-0.10972385108470917,
0.011330700479447842,
-0.010579390451312065,
-0.8778214454650879,
-0.4278710186481476,
0.3451494574546814,
-0.2545861303806305,
-0.23863793909549713,
0.09398920834064484,
-0.9673648476600647,
-0.3397863209247589,
-0.31665661931037903,
0.037597283720970154,
-0.6562283039093018,
-0.30875858664512634,
-0.0671607106924057,
-0.4785875082015991,
0.30838149785995483,
-0.23385372757911682,
-0.7934356331825256,
0.746304988861084,
0.14232908189296722,
0.959825336933136,
-0.024582423269748688,
-0.06950748711824417,
-0.44944560527801514,
0.038129180669784546,
-0.41649872064590454,
0.8925677537918091,
-0.03882114589214325,
-0.7520942687988281,
-0.21587862074375153,
0.26788032054901123,
-0.14696745574474335,
-0.6838909387588501,
1.0176736116409302,
-0.44146260619163513,
0.35328206419944763,
-0.1881781965494156,
-0.9034616351127625,
-0.24459192156791687,
-0.2577327489852905,
-0.9275707006454468,
1.5528080463409424,
0.27735722064971924,
-0.8910825848579407,
0.1273309588432312,
-0.788291871547699,
-0.3571789860725403,
0.09351412206888199,
-0.1504340022802353,
-0.34922587871551514,
-0.02605135180056095,
-0.11131089925765991,
-0.0076465485617518425,
-0.314698725938797,
-0.17767030000686646,
-0.5727221369743347,
-0.5378060936927795,
0.045009005814790726,
0.18548989295959473,
1.374577283859253,
0.2357153445482254,
-0.2894305884838104,
-0.21283802390098572,
-1.0437856912612915,
0.6854091286659241,
0.05256807804107666,
-0.19177955389022827,
-0.16805501282215118,
-0.2411283552646637,
0.4492429494857788,
0.3267016112804413,
0.15191712975502014,
-0.7472795844078064,
0.14721599221229553,
-0.5288130640983582,
0.26471754908561707,
0.5612697601318359,
-0.04088560491800308,
0.31325563788414,
-0.3197470009326935,
0.17532207071781158,
-0.3186984658241272,
0.06272736936807632,
0.563340961933136,
-0.4306481182575226,
-0.8315114974975586,
-0.0793585255742073,
0.4944666922092438,
1.0304217338562012,
-0.4582694470882416,
0.7201936841011047,
-0.16905732452869415,
-0.9373363256454468,
-0.6285771727561951,
0.1904154270887375,
0.22799140214920044,
0.615363359451294,
0.49821239709854126,
-0.3207542896270752,
-0.6864438652992249,
-0.8767015933990479,
0.1354753077030182,
0.04179840907454491,
-0.2612450122833252,
0.41820958256721497,
0.1290585696697235,
-0.23221418261528015,
0.5931736826896667,
-0.32706037163734436,
-0.010809146799147129,
0.37934964895248413,
0.06568636745214462,
0.3750128746032715,
0.5472208857536316,
0.5379190444946289,
-0.6077868938446045,
-0.2641626298427582,
-0.4182370901107788,
-0.7302665710449219,
-0.47687259316444397,
0.331478476524353,
-0.20984172821044922,
-0.054807424545288086,
0.5536726117134094,
-0.2942604720592499,
0.4948379695415497,
0.9312518835067749,
-0.4167344272136688,
0.5918312668800354,
0.11859115213155746,
-0.1596604287624359,
-1.4200307130813599,
0.6587180495262146,
-0.28089821338653564,
-0.5263803005218506,
-0.5136552453041077,
-0.13237586617469788,
0.11843540519475937,
-0.5054398775100708,
-0.2216092199087143,
0.763351559638977,
-0.5987282991409302,
-0.4682326018810272,
-0.3560337424278259,
0.288846492767334,
0.041064731776714325,
-0.0002002108667511493,
0.15477880835533142,
0.8741495609283447,
0.8457203507423401,
-0.5431986451148987,
0.5627059936523438,
0.7409447431564331,
-0.3323433995246887,
0.5080714821815491,
-0.8523581027984619,
0.7199739217758179,
0.0655767023563385,
-0.04290502145886421,
-0.9176324009895325,
-0.15999972820281982,
0.36076000332832336,
-0.507832407951355,
0.010849769227206707,
-0.4229775071144104,
-0.6212812066078186,
-0.4883837401866913,
-0.11087749153375626,
0.19047825038433075,
0.5681694746017456,
-0.5201277136802673,
0.07419958710670471,
0.43245452642440796,
-0.1507767289876938,
-0.48092058300971985,
-0.873498797416687,
-0.10382024198770523,
-0.18373450636863708,
-0.4034135043621063,
0.13049368560314178,
-0.3057890832424164,
-0.05199864134192467,
0.09478522092103958,
0.047214630991220474,
-0.42910251021385193,
-0.05287235975265503,
0.8768035769462585,
0.3139161467552185,
-0.17390307784080505,
0.5954636931419373,
-0.28256770968437195,
-0.16545185446739197,
-0.3006587624549866,
-0.335623562335968,
0.8165642619132996,
0.06969629228115082,
-0.36170127987861633,
-0.46238207817077637,
0.31480494141578674,
0.20185242593288422,
-0.017193568870425224,
0.32033202052116394,
0.911834716796875,
-0.341988742351532,
-0.017641721293330193,
-0.32541245222091675,
-0.42712557315826416,
-0.47994092106819153,
-0.16586068272590637,
-0.33215904235839844,
-0.8999108672142029,
0.28126874566078186,
-0.35680004954338074,
-0.011388052254915237,
0.32287752628326416,
0.30741262435913086,
-0.17024511098861694,
0.29427996277809143,
0.4319775700569153,
-0.40491414070129395,
0.3630926012992859,
-0.009349158965051174,
0.1595352292060852,
-0.6978575587272644,
-0.02796834520995617,
-0.4787614643573761,
-0.5114734172821045,
-0.7634231448173523,
-0.43147480487823486,
0.08775574713945389,
0.42240989208221436,
-0.284559965133667,
0.5143694877624512,
-0.4177137315273285,
0.39143773913383484,
0.7460920810699463,
0.08931349217891693,
0.017745083197951317,
0.41484710574150085,
-0.017444655299186707,
0.10478091239929199,
-0.493675172328949,
-0.6438219547271729,
1.2099589109420776,
-0.0127536216750741,
0.8223628401756287,
0.19275332987308502,
0.8649824857711792,
0.11131172627210617,
-0.10527548938989639,
-0.8182100057601929,
0.38693752884864807,
-0.27394741773605347,
-0.9155691266059875,
-0.3216637969017029,
-0.40208595991134644,
-1.0486364364624023,
-0.6123438477516174,
-0.2157735675573349,
-1.1430935859680176,
0.4996683895587921,
0.08319360017776489,
-0.34612223505973816,
0.2640256881713867,
-0.6519982814788818,
0.713505744934082,
-0.1540084332227707,
-0.1932787001132965,
0.03279121220111847,
-0.6716493964195251,
-0.09472793340682983,
0.02192174643278122,
-0.042446255683898926,
-0.32618194818496704,
0.18864762783050537,
0.9177367687225342,
-0.3026403784751892,
0.7850898504257202,
-0.2813854515552521,
-0.030417365953326225,
0.6157417893409729,
-0.08714835345745087,
0.33340486884117126,
-0.06581516563892365,
-0.4847310483455658,
0.363966703414917,
0.06313309073448181,
-0.6294628977775574,
-0.2587229311466217,
0.5557812452316284,
-0.9557251930236816,
0.11780253797769547,
-0.12237422168254852,
-0.38398081064224243,
-0.435355007648468,
0.5263363122940063,
0.7379475235939026,
0.7057027816772461,
-0.2968699038028717,
0.04961058869957924,
0.42052143812179565,
0.15037092566490173,
0.24935200810432434,
0.4001780152320862,
-0.2788853645324707,
-0.31960153579711914,
0.844457745552063,
0.25618070363998413,
0.24632921814918518,
-0.2210339903831482,
-0.005327765364199877,
-0.4681259095668793,
-0.30729398131370544,
-0.4646890163421631,
0.32452142238616943,
-0.5868663191795349,
-0.08483295887708664,
-0.40297311544418335,
-0.5571256279945374,
-0.7173228859901428,
0.1856912225484848,
-0.30379894375801086,
-0.6072281002998352,
-0.3400634825229645,
-0.39884233474731445,
0.8624235391616821,
0.7744219899177551,
-0.45960766077041626,
0.6167104244232178,
-0.7195687294006348,
0.3013787269592285,
0.243605837225914,
0.4324951171875,
-0.6028246283531189,
-0.4936487376689911,
-0.11904031038284302,
0.0487796925008297,
-0.09538651257753372,
-0.9309624433517456,
0.01878262870013714,
0.44930875301361084,
0.14759759604930878,
0.5829281210899353,
-0.15790154039859772,
0.6557959318161011,
-0.5061362385749817,
0.5832431316375732,
0.1506214737892151,
-0.8492546081542969,
0.49515509605407715,
-0.45934826135635376,
-0.05407790094614029,
0.8128553032875061,
0.6342198252677917,
-0.816299319267273,
0.15882964432239532,
-0.97663813829422,
-0.8849514722824097,
0.5111265778541565,
0.13254623115062714,
-0.263327419757843,
0.4464276134967804,
0.46171772480010986,
0.04708224534988403,
0.17596915364265442,
-0.5560282468795776,
-0.33312562108039856,
-0.26484382152557373,
-0.2647014558315277,
-0.13290071487426758,
-0.4175761938095093,
-0.473794549703598,
-0.10538839548826218,
0.7413355708122253,
-0.028231462463736534,
0.2854943573474884,
0.16017189621925354,
-0.037993595004081726,
-0.051437534391880035,
0.15443846583366394,
0.2271687388420105,
0.44365307688713074,
-0.5168784856796265,
0.2963448762893677,
0.18431292474269867,
-0.5101128816604614,
0.12627172470092773,
0.3466610610485077,
-0.29478609561920166,
0.24548961222171783,
0.27736854553222656,
1.0234522819519043,
-0.034699682146310806,
-0.5755709409713745,
0.29552629590034485,
0.30802109837532043,
-0.10987462848424911,
-0.7834989428520203,
0.07685238867998123,
0.430728018283844,
0.20236678421497345,
0.09272083640098572,
-0.17543260753154755,
0.40459856390953064,
-0.21907570958137512,
0.7331636548042297,
-0.12473989278078079,
-0.8640585541725159,
-0.42148730158805847,
0.34040647745132446,
0.062179796397686005,
-0.21958045661449432,
0.8020547032356262,
-0.3521639406681061,
0.04138676077127457,
0.3042460083961487,
0.6150578260421753,
0.4714771807193756,
-0.5680521726608276,
0.20964783430099487,
0.48763638734817505,
0.09657260775566101,
0.024732979014515877,
0.8905965089797974,
0.23040273785591125,
-1.0451487302780151,
-0.15130111575126648,
-0.32365426421165466,
-0.4344920814037323,
0.42496412992477417,
-0.8873652815818787,
0.6939725279808044,
-0.7998681664466858,
-0.47282809019088745,
0.16060905158519745,
-0.029564067721366882,
-0.6798571944236755,
0.47706085443496704,
0.34636640548706055,
1.027406096458435,
-0.8688327074050903,
0.951723039150238,
0.7320905327796936,
-0.16989485919475555,
-0.9297220706939697,
-0.10510288923978806,
0.27041471004486084,
-1.1902579069137573,
0.7597798109054565,
0.08037568628787994,
-0.2480224370956421,
0.36453062295913696,
-0.5728766918182373,
-0.9710788726806641,
0.9563021063804626,
0.2754383981227875,
-0.6183285117149353,
-0.18099617958068848,
0.0501999668776989,
0.28120335936546326,
0.04410410672426224,
0.25654804706573486,
0.32787275314331055,
0.42994728684425354,
-0.07275529205799103,
-0.9302016496658325,
-0.1828507035970688,
-0.5246560573577881,
-0.3957498073577881,
0.13357579708099365,
-0.8226122856140137,
0.8074548244476318,
-0.02460932359099388,
-0.5185548067092896,
0.11397220939397812,
0.18393941223621368,
-0.008143619634211063,
-0.04320235550403595,
0.7056536674499512,
0.8475834727287292,
1.1224199533462524,
-0.039731115102767944,
0.6526229977607727,
-0.5262119174003601,
0.44655314087867737,
1.6822824478149414,
-0.3989897668361664,
0.6837471723556519,
0.4164356291294098,
0.08657582849264145,
0.6229482889175415,
0.9478382468223572,
-0.3747710883617401,
0.3202737271785736,
0.2393026202917099,
-0.16904860734939575,
-0.14315932989120483,
-0.2432621270418167,
-0.5034593939781189,
0.6777297258377075,
0.5013813376426697,
-0.2366512566804886,
-0.4946586489677429,
-0.39864087104797363,
0.11497329920530319,
-0.34248751401901245,
0.16003519296646118,
0.8414791822433472,
0.2642764151096344,
0.10643315315246582,
0.9730418920516968,
-0.3526177406311035,
0.3744522035121918,
-0.582627534866333,
0.1958112269639969,
0.17887982726097107,
-0.10804268717765808,
-0.5269558429718018,
-0.8189612030982971,
0.3493492007255554,
-0.09463158249855042,
-0.08894340693950653,
0.07695500552654266,
1.0497498512268066,
-0.43072935938835144,
-0.6284028887748718,
0.6879660487174988,
0.6811916828155518,
0.7455490231513977,
0.09009823203086853,
-0.6967843770980835,
-0.35604149103164673,
-0.11948101967573166,
-0.14200924336910248,
-0.2118895947933197,
0.31916773319244385,
0.22896413505077362,
0.48106247186660767,
0.5198973417282104,
0.45787766575813293,
-0.04826853424310684,
0.34955328702926636,
0.6795231699943542,
-0.6831763982772827,
-0.3058827817440033,
-0.578804612159729,
0.23841102421283722,
-0.5692912340164185,
-0.48608022928237915,
0.8835136294364929,
1.0208123922348022,
0.5694642066955566,
-0.010605948977172375,
0.9819784760475159,
-0.07074491679668427,
1.0701171159744263,
-0.43610337376594543,
0.6427990198135376,
-0.47653770446777344,
-0.5956172347068787,
-0.09797950088977814,
-0.6446608901023865,
-0.10193632543087006,
0.6012974977493286,
-0.3510851263999939,
-0.29296863079071045,
0.49171438813209534,
0.9948083162307739,
-0.36286643147468567,
0.21925543248653412,
0.11480198800563812,
-0.11149711161851883,
-0.2780754864215851,
0.45073115825653076,
0.3970249891281128,
-0.5658982396125793,
0.32699161767959595,
-0.006800120696425438,
-0.22487005591392517,
-0.39430493116378784,
-0.5183930397033691,
-0.9408526420593262,
-0.5683432817459106,
-0.13887697458267212,
-0.8247603178024292,
0.10632076114416122,
0.8161413073539734,
0.9210881590843201,
-1.1018316745758057,
-0.568178117275238,
0.02756141498684883,
-0.16493356227874756,
0.11038798093795776,
-0.18826991319656372,
0.5290973782539368,
-0.17888543009757996,
-0.7482025027275085,
0.6503417491912842,
-0.05755232647061348,
0.5488488078117371,
0.21558783948421478,
0.18306773900985718,
-0.13554072380065918,
-0.08785682171583176,
0.13594256341457367,
0.4705210030078888,
0.006351941730827093,
-0.4351542890071869,
0.0251978300511837,
-0.2226058840751648,
0.48213842511177063,
0.7698649764060974,
-0.33804577589035034,
0.21055126190185547,
0.4676685333251953,
0.48707202076911926,
0.5962578654289246,
-0.04369061440229416,
0.39277732372283936,
-0.9959520697593689,
0.9132022857666016,
0.24832379817962646,
0.2838016152381897,
0.5023226737976074,
-0.3007611930370331,
0.9479435086250305,
0.443299263715744,
-0.5297390818595886,
-0.5058191418647766,
0.5544379949569702,
-1.094427227973938,
0.024726813659071922,
1.2955178022384644,
-0.06674554944038391,
-0.21415972709655762,
-0.14503806829452515,
-0.23095494508743286,
0.6148530840873718,
-0.4492420256137848,
0.6072678565979004,
0.6683470010757446,
0.005035508424043655,
-0.26710477471351624,
-0.5942074060440063,
0.781512975692749,
0.20595385134220123,
-0.9617973566055298,
-0.06223340705037117,
0.28189656138420105,
0.6254075169563293,
0.3545295000076294,
0.8007573485374451,
-0.23891429603099823,
-0.10444261133670807,
0.09696294367313385,
0.543510913848877,
0.13408875465393066,
0.029050888493657112,
0.029532698914408684,
-0.1421407163143158,
0.0508771613240242,
-0.3830421268939972
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
ghadeermobasher/BC5CDR-Chemical-Disease | ghadeermobasher | 2022-01-25T10:31:51Z | 389 | 4 | null | [
"region:us"
] | 2022-01-25T10:31:51Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | annotations_creators:
- expert-generated
language_creators:
- expert-generated
languages:
- en
licenses:
- unknown
multilinguality:
- monolingual
paperswithcode_id: bc4chemd
pretty_name: BC4CHEMD
size_categories:
- 1K<n<10K
source_datasets:
- original
task_categories:
- structure-prediction
task_ids:
- named-entity-recognition
# Dataset Card for BC4CHEMD
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-instances)
- [Data Splits](#data-instances)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
## Dataset Description
- **Homepage:**
https://biocreative.bioinformatics.udel.edu/tasks/biocreative-v/track-3-cdr/
- **Repository:** https://github.com/cambridgeltl/MTL-Bioinformatics-2016/tree/master/data/BC4CHEMD
- **Paper:** BioCreative V CDR task corpus: a resource for chemical disease relation extraction
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4860626/
- **Leaderboard:** [Needs More Information]
- **Point of Contact:** [Zhiyong Lu] (mailto: Zhiyong.Lu@nih.gov)
### Dataset Summary
A corpus for both named entity recognition and chemical-disease relations in the literature. A total of 1500 articles have been annotated with automated assistance from PubTator. Jaccard agreement results and corpus statistics verified the reliability of the corpus.
### Supported Tasks and Leaderboards
named-entity-recognition
### Languages
en
## Dataset Structure
### Data Instances
Instances of the dataset contain an array of `tokens`, `ner_tags` and an `id`. An example of an instance of the dataset:
{
'tokens': ['DPP6','as','a','candidate','gene','for','neuroleptic','-','induced','tardive','dyskinesia','.']
, 'ner_tags': [0,0,0,0,0,0,0,0,0,0,0,0],
'id': '0'
}
### Data Fields
- `id`: Sentence identifier.
- `tokens`: Array of tokens composing a sentence.
- `ner_tags`: Array of tags, where `0` indicates no disease mentioned, `1` signals the first token of a chemical and `2` the subsequent chemical tokens.
### Data Splits
The data is split into a train (3500 instances), validation (3500 instances) and test set (3000 instances).
## Dataset Creation
### Curation Rationale
The goal of the dataset consists on improving the state-of-the-art in chemical name recognition and normalization research, by providing a high-quality gold standard thus enabling the development of machine-learning based approaches for such tasks.
### Source Data
#### Initial Data Collection and Normalization
The dataset consists on abstracts extracted from PubMed.
#### Who are the source language producers?
The source language producers are the authors of publication abstracts hosted in PubMed.
### Annotations
#### Annotation process
The curators were trained to mark up the text according to the labels specified in the guidelines. The raw text was not tokenized prior to the annotation and only the title was distinguished from the PubMed abstract. The selection of text spans was done at the character level, they did not allow nested annotations and distinct entity mentions should not overlap. Each text span was selected according to the annotation guidelines and classified manually into one of the CEM classes.
#### Who are the annotators?
The group of curators used for preparing the annotations was composed mainly of organic chemistry postgraduates with an average experience of 3-4 years in the annotation of chemical names and chemical structures.
### Personal and Sensitive Information
[N/A]
## Considerations for Using the Data
### Social Impact of Dataset
To avoid annotator bias, pairs of annotators were chosen randomly for each set, so that each pair of annotators overlapped for at most two sets.
### Discussion of Biases
The used CHEMDNER document set had to be representative and balanced in order to reflect the kind of documents that might mention the entity of interest.
### Other Known Limitations
[Needs More Information]
## Additional Information
### Dataset Curators
[Needs More Information]
### Licensing Information
[Needs More Information]
### Citation Information
[Needs More Information] | [
-0.2489207535982132,
-0.4671346843242645,
0.5809563994407654,
0.029309947043657303,
-0.04013699293136597,
0.10369309782981873,
-0.40064188838005066,
-0.5249786972999573,
0.42708486318588257,
0.5050908327102661,
-0.3871799409389496,
-1.085766315460205,
-0.5895876884460449,
0.6005551815032959,
0.086565762758255,
1.2641546726226807,
-0.11442780494689941,
0.20512041449546814,
-0.2020563781261444,
-0.183221235871315,
-0.07857092469930649,
-0.3979237377643585,
-0.4612863063812256,
-0.25570395588874817,
0.7474784255027771,
0.27027177810668945,
0.37640514969825745,
0.8649610280990601,
0.6510907411575317,
0.2319272756576538,
-0.2020467221736908,
0.014245915226638317,
-0.30652281641960144,
-0.09007216989994049,
-0.3202243745326996,
-0.2643482983112335,
-0.6840565204620361,
0.15008173882961273,
0.41095128655433655,
0.7794409394264221,
0.16588646173477173,
0.19634896516799927,
-0.12208041548728943,
0.5583162903785706,
-0.48559311032295227,
0.59935462474823,
-0.4102955460548401,
-0.06199605017900467,
-0.4593510329723358,
0.1569691151380539,
-0.14967133104801178,
-0.2518174946308136,
0.02017005905508995,
-0.7724429965019226,
0.16860760748386383,
-0.09588048607110977,
1.1127235889434814,
0.07130379229784012,
-0.5635205507278442,
-0.18865278363227844,
-0.389649361371994,
0.7065021991729736,
-0.7433416247367859,
0.13305369019508362,
0.4053024649620056,
0.16983357071876526,
-0.20763768255710602,
-0.9095015525817871,
-0.6091221570968628,
-0.07443934679031372,
-0.35007229447364807,
0.23201888799667358,
0.0531429648399353,
0.1089966893196106,
0.36670058965682983,
0.49952518939971924,
-0.5340540409088135,
-0.19211629033088684,
-0.7393513321876526,
-0.4895923435688019,
0.7338882088661194,
0.16897742450237274,
0.14532002806663513,
-0.39605727791786194,
-0.4657323956489563,
0.08173595368862152,
-0.4112052917480469,
-0.11018844693899155,
0.05254650115966797,
0.5853894948959351,
-0.25320297479629517,
0.6619240045547485,
-0.24351072311401367,
0.37564903497695923,
-0.17282485961914062,
-0.03645801544189453,
0.8403177857398987,
-0.9396125078201294,
-0.07843215018510818,
0.16291292011737823,
1.0269887447357178,
0.28611934185028076,
0.029996618628501892,
0.016160480678081512,
0.043749481439590454,
-0.01764938421547413,
-0.1227036789059639,
-0.8039630055427551,
-0.5836934447288513,
0.5358553528785706,
-0.4569525718688965,
-0.1471305936574936,
0.14646665751934052,
-1.0311094522476196,
-0.3077157437801361,
-0.38411498069763184,
0.36710646748542786,
-0.37323617935180664,
-0.217278853058815,
-0.11691655963659286,
-0.3600327968597412,
-0.02161039412021637,
0.09176632016897202,
-0.5925998687744141,
0.44866228103637695,
0.22622869908809662,
0.7299472093582153,
-0.4904249608516693,
-0.14433085918426514,
-0.06764820218086243,
0.3514011800289154,
0.04665569216012955,
0.6325333118438721,
-0.30101343989372253,
-0.367202490568161,
-0.21557143330574036,
0.37984105944633484,
-0.04217955097556114,
-0.48717814683914185,
0.7162268757820129,
-0.22631189227104187,
0.19749732315540314,
-0.6487739682197571,
-0.4024181663990021,
-0.13956134021282196,
0.12975680828094482,
-0.7972339391708374,
1.0127925872802734,
0.21303695440292358,
-0.8790604472160339,
0.4970061480998993,
-0.8322277665138245,
-0.2784779667854309,
0.2108733206987381,
-0.24220944941043854,
-0.341322124004364,
-0.35573145747184753,
0.1359114944934845,
0.4123287796974182,
-0.30995267629623413,
0.18044349551200867,
-0.17943957448005676,
0.05691753327846527,
0.16521963477134705,
0.23641690611839294,
1.0482871532440186,
0.34790199995040894,
-0.27140504121780396,
0.16450779139995575,
-1.0676497220993042,
-0.13811863958835602,
0.11219346523284912,
-0.48738032579421997,
-0.2898750603199005,
-0.2136470377445221,
0.4358990490436554,
0.43978193402290344,
0.33747509121894836,
-0.6625316143035889,
0.17001476883888245,
-0.28171461820602417,
0.34726598858833313,
0.5694133043289185,
0.41437724232673645,
0.14787431061267853,
-0.2500481903553009,
0.318126380443573,
0.36121049523353577,
0.05150942504405975,
-0.0024565369822084904,
-0.6264791488647461,
-0.5245293974876404,
-0.6007043123245239,
0.6967337131500244,
0.6444566249847412,
-0.5175266861915588,
0.6192986965179443,
-0.5213624238967896,
-0.5661542415618896,
-0.5276269912719727,
0.16036155819892883,
0.5388198494911194,
0.49362561106681824,
0.7037791609764099,
-0.3995327055454254,
-0.6951155662536621,
-1.037556767463684,
-0.043944258242845535,
-0.02783985063433647,
0.08108160644769669,
0.3136941194534302,
0.9146883487701416,
-0.4642302691936493,
0.8459733128547668,
-0.6715911030769348,
-0.4709058105945587,
-0.02345873787999153,
0.03970462083816528,
0.33696845173835754,
0.509771466255188,
0.3108685314655304,
-0.7778216600418091,
-0.5163503289222717,
-0.029268475249409676,
-0.744460940361023,
-0.3193660080432892,
0.08766324073076248,
-0.19159579277038574,
0.26687344908714294,
0.42708659172058105,
-0.5954166054725647,
0.2751850187778473,
0.12805935740470886,
-0.35709625482559204,
0.5071859955787659,
-0.09915506094694138,
0.12172891944646835,
-1.2452181577682495,
0.47657349705696106,
0.14924561977386475,
0.09791114926338196,
-0.6209977865219116,
-0.37407684326171875,
0.07701253145933151,
0.09653247147798538,
-0.3951490819454193,
0.559997022151947,
-0.6693164110183716,
0.36745887994766235,
0.1749633103609085,
-0.010783756151795387,
0.10640840232372284,
0.4690273702144623,
0.08852866291999817,
0.4267032742500305,
0.4675125777721405,
-0.5093733668327332,
0.08732882887125015,
0.35596391558647156,
-0.14221031963825226,
0.4265155792236328,
-0.5479908585548401,
-0.30577632784843445,
-0.16748100519180298,
0.22548021376132965,
-1.1042205095291138,
-0.3821737468242645,
0.45764094591140747,
-0.5349552035331726,
0.4197363257408142,
-0.04409068822860718,
-0.672011137008667,
-0.19416898488998413,
-0.35156407952308655,
0.13807599246501923,
0.10396496206521988,
-0.11714086681604385,
0.43700912594795227,
0.6283783912658691,
-0.16335581243038177,
-0.4941455125808716,
-0.7959250211715698,
-0.008078260347247124,
-0.11070268601179123,
-0.35313162207603455,
0.631402850151062,
-0.11580806970596313,
-0.199366956949234,
0.09827038645744324,
-0.11782719194889069,
-0.10175040364265442,
-0.08109012991189957,
0.27805766463279724,
0.23269814252853394,
0.17903389036655426,
0.18974874913692474,
0.03732534870505333,
-0.09775576740503311,
0.186255544424057,
0.17586003243923187,
0.24068155884742737,
0.07842597365379333,
0.1508796215057373,
-0.3007756173610687,
0.3809562027454376,
0.502266526222229,
-0.2551107108592987,
0.5988101363182068,
0.6339931488037109,
-0.5944890975952148,
0.2157701700925827,
-0.2789876461029053,
-0.10446610301733017,
-0.3715614974498749,
0.3361230194568634,
-0.2875443398952484,
-0.5845444202423096,
0.8489973545074463,
0.0741390511393547,
-0.12310444563627243,
0.9651980400085449,
0.6389656662940979,
0.12897561490535736,
0.5282930135726929,
0.36390772461891174,
0.013960296288132668,
0.14334845542907715,
-0.40781646966934204,
0.139104962348938,
-0.7845852971076965,
-0.5348033905029297,
-0.6337443590164185,
-0.2757037281990051,
-0.7151618003845215,
-0.5432348847389221,
0.292759507894516,
-0.17443066835403442,
-0.2918756604194641,
0.5306118726730347,
-0.6110596656799316,
0.20811575651168823,
0.43308839201927185,
0.1273815780878067,
0.2788674831390381,
-0.028125716373324394,
-0.45856618881225586,
-0.15919575095176697,
-0.4199939966201782,
-0.57187819480896,
1.217760443687439,
0.43807312846183777,
0.40375056862831116,
0.0728607177734375,
0.7821831703186035,
0.1571529656648636,
0.2488234043121338,
-0.5075605511665344,
0.5134206414222717,
0.03214852511882782,
-1.0691661834716797,
-0.10929136723279953,
-0.36779624223709106,
-1.0734378099441528,
-0.02748187817633152,
-0.46760857105255127,
-0.7764374613761902,
0.6644917726516724,
-0.09598124772310257,
-0.29662397503852844,
-0.0034861203748732805,
-0.6596300005912781,
0.9380311369895935,
-0.22234410047531128,
-0.3588758707046509,
0.21055439114570618,
-1.1210492849349976,
0.23946316540241241,
-0.0932062491774559,
0.42696839570999146,
-0.15501652657985687,
-0.22495998442173004,
0.9554935693740845,
-0.3907473385334015,
0.740017831325531,
-0.04630172625184059,
0.1613287776708603,
0.15000830590724945,
-0.28239354491233826,
0.2514852285385132,
-0.056699011474847794,
-0.005255244672298431,
0.49332642555236816,
0.20491570234298706,
-0.39767423272132874,
-0.10277879238128662,
0.6245771050453186,
-0.5992337465286255,
-0.18511810898780823,
-0.7549951672554016,
-0.4063178598880768,
0.08010638505220413,
0.5991324186325073,
0.4125436246395111,
-0.036485474556684494,
0.033592697232961655,
0.05193241313099861,
0.5816600322723389,
-0.21479247510433197,
0.21877522766590118,
0.27247917652130127,
-0.08342558145523071,
-0.8294719457626343,
0.7639963030815125,
0.4036475718021393,
0.05435538291931152,
0.4662363827228546,
-0.13991591334342957,
-0.32607948780059814,
-0.48678767681121826,
-0.1303260624408722,
0.3058060109615326,
-0.717948317527771,
-0.22311215102672577,
-0.8659518361091614,
-0.0658973902463913,
-0.5748130083084106,
0.18563461303710938,
-0.17915935814380646,
-0.6290478110313416,
-0.4403405785560608,
-0.46366801857948303,
0.6342916488647461,
0.4795125424861908,
-0.28346288204193115,
0.006486853118985891,
-0.603857159614563,
0.2521839737892151,
-0.10343901813030243,
0.30710354447364807,
-0.28584685921669006,
-0.06388787925243378,
-0.45343834161758423,
-0.004833485931158066,
-0.42696672677993774,
-1.1616963148117065,
0.4072999656200409,
0.3120790719985962,
0.9212369322776794,
0.12060494720935822,
0.06515523791313171,
0.3382088243961334,
-0.22681669890880585,
1.0028612613677979,
-0.045506272464990616,
-0.5779898166656494,
0.7302077412605286,
-0.5522177219390869,
0.13911178708076477,
1.0248615741729736,
0.7655189037322998,
-0.2767620086669922,
-0.1968497633934021,
-0.7862794399261475,
-1.4549181461334229,
0.5763538479804993,
0.4971908628940582,
-0.2592496871948242,
-0.27071502804756165,
0.37587153911590576,
0.06566367298364639,
0.1210862472653389,
-0.8493923544883728,
-0.9567590355873108,
-0.0007621073164045811,
-0.45273861289024353,
-0.03842133656144142,
-0.09753488004207611,
-0.4070201516151428,
-0.48447418212890625,
0.9754306077957153,
0.1094658225774765,
0.3760344088077545,
0.5214647054672241,
-0.14595232903957367,
0.1489531546831131,
0.3134501576423645,
0.38510191440582275,
0.49439552426338196,
-0.5125131607055664,
0.2497938722372055,
0.07519438862800598,
-0.7517741918563843,
-0.0630815327167511,
0.5540028214454651,
0.006866310723125935,
0.11238178610801697,
0.23249736428260803,
0.41087549924850464,
-0.06877867132425308,
-0.6049232482910156,
0.28499671816825867,
0.07022124528884888,
-0.31379634141921997,
-0.3093704581260681,
-0.10459977388381958,
0.06952212750911713,
0.08841245621442795,
0.4687770903110504,
-0.1088305115699768,
0.42856886982917786,
-0.3687312602996826,
0.2537991404533386,
0.18230266869068146,
-0.40554437041282654,
-0.21117885410785675,
0.7396584749221802,
0.005577619653195143,
0.033238716423511505,
0.2927665412425995,
-0.3048766553401947,
-0.290871798992157,
0.5512620806694031,
0.3309919536113739,
0.7870357632637024,
-0.05413840338587761,
-0.004377106204628944,
0.7669895887374878,
0.3130306601524353,
0.11480145156383514,
0.6351221203804016,
0.012063809670507908,
-0.5132110118865967,
-0.10432704538106918,
-0.6208664774894714,
-0.13546888530254364,
0.2960765063762665,
-0.541137158870697,
0.4002097249031067,
-0.3919958472251892,
-0.43281155824661255,
0.6062585711479187,
0.34933027625083923,
-0.6823312044143677,
0.179197296500206,
-0.007456624880433083,
0.8321294188499451,
-1.081529974937439,
0.7527642846107483,
0.9859861135482788,
-0.9645512104034424,
-0.5948237776756287,
-0.1595126837491989,
0.29533764719963074,
-0.06416204571723938,
0.6659725308418274,
0.06690894812345505,
0.5193178057670593,
-0.08647198230028152,
-0.4864503741264343,
-1.0017335414886475,
1.3405256271362305,
0.1312633454799652,
-0.3050229549407959,
0.05636109784245491,
0.04904518648982048,
0.7885135412216187,
-0.3269387483596802,
0.17827901244163513,
0.6603388786315918,
0.7708410620689392,
-0.06869979202747345,
-0.9202791452407837,
0.40019407868385315,
-0.7491798996925354,
0.050829410552978516,
0.15686580538749695,
-0.37686577439308167,
0.8432272672653198,
-0.04707294702529907,
-0.11182533204555511,
-0.09846115857362747,
0.4305751919746399,
0.465591698884964,
0.5665886998176575,
-0.011517765000462532,
0.7985793948173523,
0.7256906628608704,
-0.30472925305366516,
0.8399246335029602,
-0.2626687288284302,
0.3463561236858368,
1.0480587482452393,
-0.03888366371393204,
0.6442293524742126,
0.6921778917312622,
-0.5343180298805237,
0.5625599026679993,
0.9341418743133545,
-0.29677435755729675,
0.6036869883537292,
0.3376392424106598,
-0.12274020910263062,
0.17589260637760162,
-0.09544546902179718,
-0.4562954008579254,
0.1732000857591629,
0.6433535814285278,
-0.8243347406387329,
-0.08392037451267242,
-0.15685778856277466,
0.3225835859775543,
-0.02676582708954811,
-0.14560452103614807,
0.7695806622505188,
-0.08032107353210449,
-0.3554088771343231,
0.4991396963596344,
0.05790077894926071,
0.585610032081604,
-0.4110044538974762,
-0.10507525503635406,
-0.027112314477562904,
0.08018600940704346,
-0.5294333696365356,
-0.7007337212562561,
0.3106098175048828,
-0.3215100169181824,
-0.5020802021026611,
0.2210531234741211,
0.5775458216667175,
-0.6083701848983765,
-0.5955854058265686,
0.34337595105171204,
0.428928941488266,
0.3290289044380188,
0.20937681198120117,
-0.7485714554786682,
-0.07237626612186432,
0.000010367421054979786,
-0.1873081475496292,
0.27379852533340454,
0.46225211024284363,
-0.19574597477912903,
0.21522434055805206,
0.6203882098197937,
0.2523733675479889,
-0.15646129846572876,
-0.20649753510951996,
0.8927183151245117,
-0.7724756002426147,
-0.189155712723732,
-0.6892567873001099,
0.8232532739639282,
-0.211024671792984,
-0.44541212916374207,
0.862758994102478,
0.9368346929550171,
1.036312460899353,
-0.19873371720314026,
0.8941751718521118,
-0.3152522146701813,
0.5606359243392944,
-0.2449638843536377,
0.9732398390769958,
-0.44540226459503174,
0.226102814078331,
-0.5296290516853333,
-0.8416528105735779,
-0.7165552973747253,
0.5132393836975098,
-0.26952821016311646,
0.2798830270767212,
0.7819201946258545,
0.9345948696136475,
0.06507907062768936,
-0.2567089796066284,
-0.25495731830596924,
0.5171111822128296,
0.18640528619289398,
0.42385727167129517,
0.0479644276201725,
-0.6830838322639465,
0.24927809834480286,
-0.5396512150764465,
-0.0718342587351799,
-0.10955921560525894,
-0.9414873123168945,
-0.6670205593109131,
-0.9179431796073914,
-0.733400821685791,
-0.7419647574424744,
0.10313013941049576,
1.1808092594146729,
0.46826642751693726,
-1.0994404554367065,
-0.18274956941604614,
0.031080057844519615,
0.05861030891537666,
-0.28313711285591125,
-0.2580140233039856,
0.6539146304130554,
-0.08341437578201294,
-0.5451338887214661,
0.010844948701560497,
0.041867274791002274,
-0.019953379407525063,
0.02380388416349888,
0.056873396039009094,
-0.7984634637832642,
-0.19195063412189484,
0.5392144918441772,
0.46023568511009216,
-0.6090413928031921,
0.11384143680334091,
-0.2043277472257614,
-0.34068775177001953,
0.27110397815704346,
0.20388181507587433,
-0.539235532283783,
0.668055534362793,
0.578264594078064,
0.22767512500286102,
0.5074045658111572,
-0.1186450719833374,
0.28590142726898193,
-0.7512306571006775,
-0.24492932856082916,
0.2438504993915558,
0.3158581554889679,
0.3667491376399994,
-0.5714240670204163,
0.7152642011642456,
0.5674613118171692,
-0.5615037679672241,
-0.7161751985549927,
-0.3053969740867615,
-1.457108497619629,
-0.29354429244995117,
1.3440438508987427,
-0.025381015613675117,
-0.2616114318370819,
-0.3987809419631958,
-0.3169552981853485,
0.5011290907859802,
-0.6610447764396667,
0.5873739719390869,
0.7170853614807129,
-0.18704275786876678,
-0.04581607133150101,
-0.6512925624847412,
0.7153675556182861,
-0.17675171792507172,
-0.9503046274185181,
-0.042434096336364746,
0.5742318630218506,
0.4122377634048462,
0.5032119750976562,
0.6387176513671875,
-0.5877526998519897,
0.03307695686817169,
-0.28898143768310547,
0.560085654258728,
-0.07341895252466202,
-0.058851391077041626,
-0.44731783866882324,
0.02585306391119957,
-0.0691618025302887,
-0.05142226815223694
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
eduagarcia/OSCAR-2301-pt_dedup | eduagarcia | 2023-08-28T16:55:02Z | 389 | 0 | null | [
"region:us"
] | 2023-08-28T16:55:02Z | 2023-08-27T23:52:48.000Z | 2023-08-27T23:52:48 | ---
dataset_info:
features:
- name: id
dtype: int64
- name: text
dtype: string
splits:
- name: train
num_bytes: 61846407893
num_examples: 10888966
download_size: 28809168123
dataset_size: 61846407893
---
# Dataset Card for "OSCAR-2301_dedup"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.6774274110794067,
-0.03779776766896248,
0.14259937405586243,
0.16977541148662567,
-0.3129691779613495,
0.003184311091899872,
0.5241442918777466,
-0.1394655704498291,
0.9504287838935852,
0.5685577988624573,
-0.6512606739997864,
-0.5521764755249023,
-0.8071272969245911,
-0.11244270950555801,
-0.408101350069046,
1.02103853225708,
0.17325177788734436,
0.25659477710723877,
-0.1021188274025917,
-0.04950347915291786,
-0.34458357095718384,
-0.35149648785591125,
-0.8886674046516418,
-0.2500963509082794,
0.8934988975524902,
0.9165260195732117,
0.2798996567726135,
0.5725292563438416,
0.9806063175201416,
0.14620444178581238,
0.1779620200395584,
-0.36168617010116577,
-0.3150760233402252,
-0.15149568021297455,
-0.5172695517539978,
-0.23015989363193512,
-1.2679388523101807,
0.18157683312892914,
0.803080141544342,
0.5189840197563171,
-0.1272243857383728,
0.8679953813552856,
-0.13587729632854462,
1.103527307510376,
-0.4979174733161926,
0.4869733452796936,
-0.41187480092048645,
-0.08288085460662842,
-0.6156798005104065,
-0.014213713817298412,
0.3985013961791992,
-0.33991870284080505,
-0.2550281882286072,
-0.7805458903312683,
0.14199194312095642,
-0.09122992306947708,
0.9447612166404724,
0.29936483502388,
-0.06971344351768494,
-0.011370225809514523,
-0.6350913643836975,
0.08185119926929474,
-0.22864647209644318,
0.25583794713020325,
0.9312262535095215,
0.5041041374206543,
0.16568246483802795,
-0.7546969652175903,
-0.4305180013179779,
0.27075597643852234,
0.18188180029392242,
0.06031791865825653,
-0.2420954704284668,
0.025583799928426743,
0.5618570446968079,
0.7068854570388794,
-0.4852052628993988,
-0.18813835084438324,
-0.8841469287872314,
-0.15970507264137268,
0.7425854802131653,
0.09125064313411713,
-0.1851053088903427,
-0.0953112244606018,
-0.1331038475036621,
-0.137727290391922,
-0.5949594378471375,
-0.1411377489566803,
0.4291277229785919,
-0.15200315415859222,
-0.8493830561637878,
0.6413661241531372,
-0.2705472409725189,
0.2982248365879059,
0.20248234272003174,
0.7699605226516724,
0.6562003493309021,
-0.30545395612716675,
-0.2979763448238373,
0.2074618637561798,
0.22464939951896667,
0.3886098861694336,
0.10295573621988297,
0.18624015152454376,
-0.07866071909666061,
0.0366482175886631,
-0.0021956150885671377,
-0.997064471244812,
-0.47503358125686646,
0.4413577914237976,
-0.5582190752029419,
-0.31950774788856506,
0.3740754723548889,
-0.891182005405426,
-0.5333816409111023,
-0.3968464136123657,
0.33057644963264465,
0.28134414553642273,
-0.40002721548080444,
0.07889898121356964,
-0.76705402135849,
0.6580552458763123,
0.26241549849510193,
-0.7659883499145508,
0.17286014556884766,
0.8505779504776001,
0.445355087518692,
0.3607081472873688,
-0.29021453857421875,
-1.187523365020752,
0.26831525564193726,
-0.22859930992126465,
0.9353845715522766,
-0.5999660491943359,
-0.07108252495527267,
-0.14993919432163239,
0.2991875112056732,
0.21768848598003387,
-0.4240727424621582,
0.856764018535614,
-0.39147982001304626,
-0.24969030916690826,
-0.6837706565856934,
-0.4691632091999054,
-0.1301666498184204,
0.4983670711517334,
-1.2355283498764038,
0.7017861604690552,
0.38305073976516724,
-0.6089181303977966,
0.4516184628009796,
-1.189367413520813,
-0.0710059404373169,
0.6653507947921753,
-0.0828934758901596,
-0.23042573034763336,
0.1496562957763672,
-0.1498294472694397,
0.4840528964996338,
-0.2842545211315155,
0.5500099658966064,
-0.7091362476348877,
-0.16697782278060913,
-0.031396616250276566,
0.06994596868753433,
0.8032314777374268,
0.4891723096370697,
0.2650566101074219,
0.03340071812272072,
-1.2294995784759521,
-0.4740387499332428,
0.12259697914123535,
-0.178041011095047,
-0.1262994110584259,
-0.5157070159912109,
0.1556345373392105,
-0.04030872881412506,
0.2704584002494812,
-0.6763327121734619,
0.3701958656311035,
0.1275772750377655,
-0.10113516449928284,
0.7326279282569885,
0.020357443019747734,
0.2552076280117035,
-0.5563801527023315,
0.8416398167610168,
-0.047925010323524475,
0.16235922276973724,
0.19228284060955048,
-0.34630805253982544,
-0.7231619954109192,
-0.3451141119003296,
0.737522304058075,
0.809886634349823,
-0.373695969581604,
0.684245765209198,
0.27993670105934143,
-0.6553685665130615,
-0.6063090562820435,
0.10024730116128922,
0.010337392799556255,
0.5515469312667847,
0.11610844731330872,
-0.6961205005645752,
-1.0114283561706543,
-0.9386650919914246,
0.14178134500980377,
-0.004425648599863052,
-0.10241173207759857,
0.25556209683418274,
0.9264510869979858,
-0.6210645437240601,
0.4643142819404602,
-0.7998399138450623,
-0.5939019918441772,
0.015449652448296547,
-0.13607823848724365,
0.30875256657600403,
1.0266697406768799,
0.7955410480499268,
-0.4604671895503998,
-0.24547815322875977,
-0.7795717716217041,
-0.40920913219451904,
-0.16216205060482025,
0.20247192680835724,
-0.5709258913993835,
-0.09437066316604614,
0.17281444370746613,
-0.3088873624801636,
0.7758185863494873,
0.7133023738861084,
-0.669349193572998,
0.1082015112042427,
0.08979706466197968,
0.456588476896286,
-1.1897181272506714,
0.742712140083313,
-0.10534963011741638,
-0.22609491646289825,
-0.26700231432914734,
-0.09309104084968567,
-0.12213637679815292,
-0.04451364278793335,
-0.11987440288066864,
0.5589482188224792,
-0.014616396278142929,
-0.09858540445566177,
-0.003756027901545167,
-0.12102214246988297,
0.1928711086511612,
0.279673308134079,
0.27779316902160645,
0.27885380387306213,
1.162126064300537,
-0.38453078269958496,
1.0122923851013184,
0.5454429984092712,
-0.23321406543254852,
1.0611954927444458,
-0.9254382252693176,
0.04566830024123192,
-0.39170220494270325,
0.31274208426475525,
-1.026649832725525,
-0.57525634765625,
0.6762977838516235,
-0.46008703112602234,
0.26590320467948914,
-0.6166886687278748,
-0.46894460916519165,
-0.4154358506202698,
-0.7242434620857239,
0.7033205628395081,
0.504246175289154,
-0.61636883020401,
0.1848607063293457,
0.8535014390945435,
-0.20417319238185883,
-0.1344459354877472,
-0.857469916343689,
0.16448824107646942,
-0.45324569940567017,
-0.0983562096953392,
0.3543185889720917,
-0.2967051565647125,
-0.12052310258150101,
-0.34738317131996155,
0.5435003638267517,
-0.1662146896123886,
0.023397162556648254,
0.28781503438949585,
0.23516009747982025,
-0.06867773085832596,
0.3157082796096802,
0.015732252970337868,
-0.7045533657073975,
0.03665214776992798,
0.21746687591075897,
0.45669612288475037,
-0.13655290007591248,
-0.008277145214378834,
-0.46258169412612915,
0.690406322479248,
0.2170048952102661,
-0.4426233768463135,
0.4835195541381836,
0.9810851216316223,
-0.7788997292518616,
0.03381931781768799,
-0.4806453287601471,
-0.05533142015337944,
-0.40187549591064453,
0.06330814957618713,
-0.1848132461309433,
-0.24690128862857819,
0.7684354186058044,
-0.027174295857548714,
0.031089672818779945,
0.9869105219841003,
0.687945544719696,
0.015567420050501823,
0.6844888925552368,
0.34432554244995117,
-0.23482853174209595,
0.5798720717430115,
-0.6616985201835632,
-0.5575129389762878,
-1.1458408832550049,
-0.30541229248046875,
-0.9024735689163208,
-0.6269978880882263,
-0.6252665519714355,
-0.3671308755874634,
-0.08626465499401093,
0.13240934908390045,
-0.47708284854888916,
0.5151877403259277,
-0.656215250492096,
0.3234286606311798,
0.8593267202377319,
-0.18071392178535461,
0.03254649043083191,
-0.10514481365680695,
0.6002879738807678,
0.4866715669631958,
-0.5758833885192871,
-0.2854454815387726,
1.2670471668243408,
0.501065731048584,
1.0211329460144043,
0.18869073688983917,
1.1247872114181519,
0.5225731134414673,
0.12216374278068542,
-0.2620335519313812,
0.3412124812602997,
0.005046151112765074,
-0.7230122089385986,
-0.09940901398658752,
0.04153616353869438,
-1.178166151046753,
-0.3877008259296417,
-0.11388879269361496,
-0.30335551500320435,
0.6288788914680481,
0.4721909761428833,
-0.09828832745552063,
0.06409856677055359,
-0.5748823881149292,
0.9975672960281372,
-0.024502210319042206,
-0.09662409871816635,
-0.3533118963241577,
-0.6534913182258606,
0.09032092243432999,
0.09260174632072449,
0.0961962640285492,
-0.3061116635799408,
-0.00931521411985159,
1.1492482423782349,
-0.4222349524497986,
0.7841311693191528,
-0.6391252875328064,
-0.10640446841716766,
0.2424679845571518,
-0.03866509720683098,
0.4472554624080658,
0.6725279688835144,
-0.27891650795936584,
0.1990872025489807,
0.3096736669540405,
-0.40572240948677063,
0.04956909641623497,
0.8006155490875244,
-0.5014194250106812,
0.132264643907547,
-0.6569554209709167,
-0.3187478482723236,
0.20599126815795898,
0.1620217263698578,
0.08817349374294281,
0.7679606676101685,
-0.40094655752182007,
-0.12219417840242386,
0.4001997709274292,
0.21445775032043457,
0.3085717558860779,
0.5307630300521851,
-0.09635911881923676,
-0.6721331477165222,
0.8737622499465942,
0.17904765903949738,
-0.3655470907688141,
0.3113493025302887,
0.42136868834495544,
-0.2477327138185501,
-0.2796304225921631,
-0.6163778305053711,
0.24629181623458862,
-0.4203404486179352,
-0.5429465174674988,
-0.14909450709819794,
-0.14131124317646027,
-0.6343387365341187,
-0.330074280500412,
-0.3162606954574585,
-0.9955960512161255,
-0.6553793549537659,
-0.5990964770317078,
0.9603459239006042,
0.5458530783653259,
-1.1057990789413452,
0.1560337394475937,
-0.8963691592216492,
0.818191647529602,
0.13530419766902924,
1.174934983253479,
-0.18048954010009766,
-0.554309070110321,
-0.1813689023256302,
0.053378719836473465,
-0.15063467621803284,
-0.5297715663909912,
0.013763382099568844,
0.4733477532863617,
0.6617078185081482,
0.37805986404418945,
0.03387361392378807,
0.7417855262756348,
-0.0690484568476677,
0.7045100331306458,
-0.04459769278764725,
-0.7675672769546509,
0.8488317728042603,
-0.18200132250785828,
0.4338270425796509,
1.143872857093811,
0.43754997849464417,
-0.4809337854385376,
-0.13154961168766022,
-1.1505348682403564,
-0.6896905899047852,
0.7308070659637451,
-0.010138817131519318,
-0.011881938204169273,
0.06242871657013893,
0.2603241503238678,
0.26934367418289185,
0.5015357732772827,
-0.5196307301521301,
-0.5405332446098328,
0.031481917947530746,
-0.1363135725259781,
0.006445879116654396,
-0.3373894989490509,
-0.38443419337272644,
-0.867311954498291,
0.8842633962631226,
0.16218355298042297,
0.32374265789985657,
0.24272625148296356,
0.2924761176109314,
-0.12710534036159515,
-0.03473448008298874,
0.6094551086425781,
0.6016352772712708,
-0.7646368741989136,
0.04296468570828438,
-0.4238778054714203,
-0.42810294032096863,
-0.46524280309677124,
0.7810469269752502,
0.09636411815881729,
-0.23206539452075958,
0.5129730701446533,
0.6168698668479919,
-0.7024537324905396,
-0.4636787474155426,
0.23011291027069092,
-0.13593174517154694,
-0.3716430068016052,
-0.5981108546257019,
0.016844557598233223,
-0.005657023284584284,
0.34451887011528015,
0.03840615600347519,
-0.04475555568933487,
0.6127862334251404,
-0.4628720283508301,
0.501664400100708,
0.2938825190067291,
-0.6058039665222168,
-0.45107364654541016,
0.5693824291229248,
0.6487863063812256,
-0.5594733357429504,
0.8555693626403809,
-0.2894398868083954,
-0.38478657603263855,
0.9810622334480286,
0.07972245663404465,
1.152627944946289,
-0.2222505360841751,
0.3718893826007843,
0.6144510507583618,
0.07049914449453354,
0.2654135227203369,
0.9558332562446594,
-0.5524299740791321,
-0.5012511014938354,
0.053869910538196564,
-0.4171052873134613,
-0.3257365822792053,
0.0623280294239521,
-0.9419446587562561,
0.3817315697669983,
-0.5971495509147644,
0.028749670833349228,
0.25782984495162964,
0.14961561560630798,
-0.9497018456459045,
0.009624648839235306,
0.47125697135925293,
1.3185274600982666,
-0.7849416732788086,
0.8625159859657288,
0.6615398526191711,
-0.39064717292785645,
-0.44460058212280273,
-0.6940847635269165,
-0.051962606608867645,
-0.792289137840271,
0.2003549188375473,
0.1866855025291443,
0.15672092139720917,
-0.05397023633122444,
-0.854106605052948,
-0.6765469312667847,
1.073824405670166,
0.3983238935470581,
-0.7104052305221558,
0.5028906464576721,
0.03429257869720459,
0.34881746768951416,
-0.40577232837677,
0.05750148370862007,
0.6969099640846252,
0.8613210916519165,
0.48857197165489197,
-0.7547740340232849,
-0.1457366645336151,
-0.39042529463768005,
-0.5183481574058533,
0.3704230785369873,
-0.4924008250236511,
0.23879365622997284,
-0.04145673289895058,
0.289043128490448,
-0.012672717683017254,
0.29229089617729187,
0.20602795481681824,
0.5217720866203308,
0.315528929233551,
0.8636319041252136,
0.7731578946113586,
-0.01389857567846775,
0.722071647644043,
-0.03284802660346031,
0.518296480178833,
1.0451198816299438,
-0.3582884669303894,
0.23888705670833588,
0.806187093257904,
-0.010819650255143642,
0.23944079875946045,
0.47819140553474426,
-0.7227938175201416,
0.4630466103553772,
0.451853483915329,
0.08341286331415176,
-0.1871841847896576,
-0.19103211164474487,
-0.6415587067604065,
0.5169866681098938,
0.3007800877094269,
-0.6853513717651367,
-0.22156447172164917,
0.06228761002421379,
0.14675794541835785,
-0.4163490831851959,
-0.7120212316513062,
0.9352836012840271,
-0.1612117439508438,
-0.6068317294120789,
0.2167724221944809,
0.06930459290742874,
0.2585012912750244,
-0.869361162185669,
-0.6853407621383667,
-0.16942182183265686,
0.40608856081962585,
-0.4360799789428711,
-1.1044210195541382,
0.8845011591911316,
-0.08341646194458008,
-0.1743975132703781,
-0.07984735071659088,
0.47647422552108765,
-0.5634059906005859,
-1.0144484043121338,
-0.011682580225169659,
-0.05408502742648125,
0.4236951172351837,
0.022838423028588295,
-1.1468905210494995,
0.2860462963581085,
-0.2375481277704239,
-0.2269333451986313,
0.16156736016273499,
-0.07870297133922577,
0.15106798708438873,
0.5364404916763306,
0.381429523229599,
0.13755646347999573,
-0.6092939376831055,
0.1743803769350052,
0.7109799981117249,
-0.7077460289001465,
-0.36644479632377625,
-0.7345043420791626,
0.6760014295578003,
-0.20347359776496887,
-0.7218461036682129,
0.35373640060424805,
1.2579697370529175,
0.8661017417907715,
-0.27308669686317444,
0.46216800808906555,
-0.5759329199790955,
0.5091271996498108,
-0.21366001665592194,
0.5894442200660706,
-0.5222002267837524,
0.06977873295545578,
-0.43018072843551636,
-0.5153418779373169,
-0.743827223777771,
0.7028452754020691,
0.29286015033721924,
-0.22774159908294678,
0.13899409770965576,
1.0246376991271973,
-0.06961405277252197,
-0.07941345870494843,
-0.13734972476959229,
-0.08432851731777191,
0.3238808810710907,
0.507483720779419,
0.37729135155677795,
-0.6075748205184937,
-0.025550976395606995,
-0.2498159557580948,
-0.6857548356056213,
-0.08938504755496979,
-1.2339732646942139,
-0.6117082834243774,
-0.8773466944694519,
-0.81172776222229,
-0.44807499647140503,
-0.41679105162620544,
0.9835352897644043,
0.7996568083763123,
-0.9821653962135315,
-0.40963247418403625,
0.04621157422661781,
0.5052294135093689,
-0.2466801255941391,
-0.12142803519964218,
0.816229522228241,
0.47429564595222473,
-0.6769074201583862,
-0.3308999538421631,
-0.014122478663921356,
0.11577509343624115,
-0.0708211287856102,
0.030612992122769356,
-0.43153059482574463,
0.2905920147895813,
0.3019161820411682,
0.5275827646255493,
0.03165459260344505,
-0.2764357924461365,
-0.7249699831008911,
0.1101207435131073,
0.14274819195270538,
0.7952163219451904,
-0.8656337261199951,
0.18478216230869293,
0.7993632555007935,
0.15576626360416412,
0.5952216386795044,
0.2369804084300995,
0.5896241664886475,
-0.44206786155700684,
0.11426162719726562,
0.05932850390672684,
0.4684472978115082,
-0.02648511342704296,
-0.4511079788208008,
0.9331472516059875,
0.3172668218612671,
-0.6322593092918396,
-0.733344316482544,
0.22974638640880585,
-1.6421157121658325,
0.35291391611099243,
0.8402135372161865,
0.3193577826023102,
-0.16487978398799896,
0.028820790350437164,
-0.6583327651023865,
0.09019595384597778,
-0.8194145560264587,
0.49311938881874084,
0.5579930543899536,
-0.030641652643680573,
-0.1644183248281479,
0.014026293531060219,
0.712077260017395,
-0.3218846321105957,
-1.045790433883667,
0.13264746963977814,
0.5440871119499207,
0.06599484384059906,
-0.044198255985975266,
0.7960574626922607,
-0.3152163624763489,
0.5017257928848267,
0.12174630910158157,
0.3062503933906555,
-0.44306275248527527,
-0.48988547921180725,
-0.5862435102462769,
-0.12103413790464401,
0.08617832511663437,
-0.8192659020423889
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
code_x_glue_cc_clone_detection_poj104 | null | 2023-03-13T11:02:07Z | 388 | 3 | null | [
"task_categories:text-retrieval",
"task_ids:document-retrieval",
"annotations_creators:found",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:10K<n<100K",
"source_datasets:original",
"language:code",
"license:c-uda",
"region:us"
] | 2023-03-13T11:02:07Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
pretty_name: CodeXGlueCcCloneDetectionPoj104
annotations_creators:
- found
language_creators:
- found
language:
- code
license:
- c-uda
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
source_datasets:
- original
task_categories:
- text-retrieval
task_ids:
- document-retrieval
dataset_info:
features:
- name: id
dtype: int32
- name: code
dtype: string
- name: label
dtype: string
splits:
- name: train
num_bytes: 20179075
num_examples: 32500
- name: validation
num_bytes: 6382433
num_examples: 8500
- name: test
num_bytes: 7227506
num_examples: 12000
download_size: 8658581
dataset_size: 33789014
---
# Dataset Card for "code_x_glue_cc_clone_detection_poj_104"
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits-sample-size)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** https://github.com/microsoft/CodeXGLUE/tree/main/Code-Code/Clone-detection-POJ-104
### Dataset Summary
CodeXGLUE Clone-detection-POJ-104 dataset, available at https://github.com/microsoft/CodeXGLUE/tree/main/Code-Code/Clone-detection-POJ-104
Given a code and a collection of candidates as the input, the task is to return Top K codes with the same semantic. Models are evaluated by MAP score.
We use POJ-104 dataset on this task.
### Supported Tasks and Leaderboards
- `document-retrieval`: The dataset can be used to train a model for retrieving top-k codes with the same semantics.
### Languages
- C++ **programming** language
## Dataset Structure
### Data Instances
An example of 'train' looks as follows.
```
{
"code": "\nint f(int shu,int min)\n{ \n int k=1;\n if(shu < min)\n { \n k= 0; \n return k;\n } \n else\n {\n for(int i = min;i<shu;i++)\n { \n if(shu%i == 0)\n { \n k=k+ f(shu/i,i); \n } \n \n \n } \n return k; \n}\n} \n\nmain()\n{\n int n,i,a;\n scanf(\"%d\",&n);\n \n for(i=0;i<n;i++)\n {\n scanf(\"%d\",&a);\n \n if(i!=n-1) \n printf(\"%d\\n\",f(a,2));\n else\n printf(\"%d\",f(a,2)); \n \n \n \n } \n \n \n }",
"id": 0,
"label": "home"
}
```
### Data Fields
In the following each data field in go is explained for each config. The data fields are the same among all splits.
#### default
|field name| type | description |
|----------|------|----------------------------------------------|
|id |int32 | Index of the sample |
|code |string| The full text of the function |
|label |string| The id of problem that the source code solves|
### Data Splits
| name |train|validation|test |
|-------|----:|---------:|----:|
|default|32000| 8000|12000|
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
https://github.com/microsoft, https://github.com/madlag
### Licensing Information
Computational Use of Data Agreement (C-UDA) License.
### Citation Information
```
@inproceedings{mou2016convolutional,
title={Convolutional neural networks over tree structures for programming language processing},
author={Mou, Lili and Li, Ge and Zhang, Lu and Wang, Tao and Jin, Zhi},
booktitle={Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence},
pages={1287--1293},
year={2016}
}
```
### Contributions
Thanks to @madlag (and partly also @ncoop57) for adding this dataset. | [
-0.34167155623435974,
-0.5942776203155518,
0.19629497826099396,
0.019644003361463547,
-0.14263194799423218,
0.12202701717615128,
-0.32432636618614197,
-0.16541342437267303,
0.3710559904575348,
0.42708370089530945,
-0.5120044946670532,
-0.9430358409881592,
-0.6434948444366455,
-0.11102495342493057,
-0.4037330150604248,
1.1904699802398682,
0.05115407332777977,
-0.31599316000938416,
-0.25113236904144287,
-0.1632700264453888,
-0.21801939606666565,
-0.6253166794776917,
-0.35580816864967346,
-0.013678420335054398,
0.07110977172851562,
0.5256234407424927,
0.8044130206108093,
0.8006284832954407,
0.6439445614814758,
0.423301637172699,
-0.09745097160339355,
0.10784851014614105,
-0.688262403011322,
-0.24439674615859985,
0.07746925950050354,
-0.469430148601532,
-0.5975776314735413,
0.06096135452389717,
0.6462281346321106,
0.5297414660453796,
0.03770826756954193,
0.2718800902366638,
-0.0758313238620758,
0.687727153301239,
-0.6545628905296326,
0.43349456787109375,
-0.5492667555809021,
-0.006739757489413023,
-0.27999547123908997,
-0.2445216178894043,
-0.25192195177078247,
-0.478435218334198,
-0.03586910292506218,
-0.8199819922447205,
0.26014435291290283,
-0.028557730838656425,
1.2092607021331787,
0.19465941190719604,
-0.1852525770664215,
-0.3398268222808838,
-0.5928652286529541,
0.8798828721046448,
-0.8400120139122009,
0.050657421350479126,
0.48237812519073486,
0.2809070348739624,
-0.21474848687648773,
-0.7716147899627686,
-0.5813714861869812,
-0.14949172735214233,
-0.253508061170578,
0.15969623625278473,
-0.059471674263477325,
-0.2061937004327774,
0.5248938798904419,
0.6335152983665466,
-0.5524590015411377,
-0.4168194532394409,
-0.513701319694519,
-0.29810795187950134,
0.8639622330665588,
0.13558609783649445,
0.35896554589271545,
-0.09748201817274094,
-0.29085788130760193,
-0.3015294075012207,
-0.39147013425827026,
0.1015356108546257,
0.5088909268379211,
0.20750924944877625,
-0.44393855333328247,
0.53383868932724,
-0.2566586434841156,
0.7271038293838501,
-0.04434987157583237,
-0.2951347529888153,
0.8112188577651978,
-0.6765190362930298,
-0.21928001940250397,
-0.09594081342220306,
0.8051083087921143,
0.3241177797317505,
0.37640589475631714,
-0.03694142401218414,
0.001815145486034453,
-0.11097043752670288,
0.21822848916053772,
-0.800845742225647,
-0.4692043662071228,
0.36383357644081116,
-0.7078853249549866,
-0.445137083530426,
0.3105500340461731,
-0.8893921971321106,
-0.10289442539215088,
-0.315155029296875,
0.226040780544281,
-0.5774320363998413,
-0.35178881883621216,
0.03272911161184311,
-0.3032321631908417,
0.5519457459449768,
0.016081659123301506,
-0.6292479038238525,
0.16410085558891296,
0.6198448538780212,
0.7654533386230469,
-0.2124975472688675,
-0.33753281831741333,
-0.33636656403541565,
0.03812184929847717,
-0.24558968842029572,
0.528322160243988,
-0.5534706711769104,
-0.47911643981933594,
-0.0921628400683403,
0.27823707461357117,
-0.04509703069925308,
-0.513109028339386,
0.5928547978401184,
-0.32619479298591614,
0.31196558475494385,
-0.35443899035453796,
-0.5403574109077454,
-0.1769774854183197,
0.2928248345851898,
-0.624199390411377,
1.214038372039795,
0.4321257770061493,
-1.0707682371139526,
0.29371124505996704,
-0.7314823269844055,
-0.2980489730834961,
0.22929129004478455,
-0.317068874835968,
-0.6975783109664917,
-0.2000187337398529,
0.04322507604956627,
0.2346946895122528,
-0.15804901719093323,
0.22499980032444,
-0.4373958706855774,
-0.40153902769088745,
0.05600591003894806,
-0.06609123945236206,
1.3819420337677002,
0.34005022048950195,
-0.4038035273551941,
0.19361992180347443,
-0.9873602390289307,
0.1135646253824234,
0.3450077772140503,
-0.5601010918617249,
-0.1693955808877945,
-0.03881332278251648,
-0.06103932857513428,
0.1471298485994339,
0.4134383499622345,
-0.58729088306427,
0.45993927121162415,
-0.25460636615753174,
0.2833220660686493,
0.47751447558403015,
0.14115582406520844,
0.47107237577438354,
-0.3397234380245209,
0.48438701033592224,
0.2829091548919678,
0.418131947517395,
-0.05909296125173569,
-0.6864905953407288,
-0.71480792760849,
-0.3336920142173767,
0.23752889037132263,
0.835843026638031,
-0.7957718372344971,
0.90061354637146,
-0.35255980491638184,
-0.6374045610427856,
-0.4499891996383667,
0.1010187566280365,
0.4273190200328827,
0.578493058681488,
0.47183430194854736,
-0.16604872047901154,
-0.7277718782424927,
-0.9631484746932983,
0.11060654371976852,
-0.11751201748847961,
0.08510716259479523,
0.34259921312332153,
0.7573464512825012,
-0.09430138766765594,
1.0455782413482666,
-0.7503299713134766,
-0.2936091423034668,
-0.2483198642730713,
-0.1066322922706604,
0.5058116316795349,
0.7386252880096436,
0.6442053914070129,
-0.9037467241287231,
-0.48003581166267395,
-0.13418149948120117,
-0.806939423084259,
-0.0045418040826916695,
-0.07881087064743042,
-0.462897390127182,
0.1540546864271164,
0.5561005473136902,
-0.39022544026374817,
0.6811978816986084,
0.3703153431415558,
-0.5181503891944885,
0.6123614311218262,
-0.18415847420692444,
0.18919479846954346,
-1.2882299423217773,
0.39867523312568665,
-0.18564052879810333,
-0.025280797854065895,
-0.6678985953330994,
0.00012018783309031278,
0.04821046069264412,
0.1044774055480957,
-0.5326952338218689,
0.3118780255317688,
-0.49607065320014954,
-0.07287128269672394,
0.01626000553369522,
-0.07290401309728622,
-0.12566959857940674,
0.6601170897483826,
-0.1470639854669571,
0.7246783971786499,
0.7686172127723694,
-0.4972740411758423,
0.298452228307724,
0.3152684271335602,
-0.5261760950088501,
0.39022353291511536,
-0.5970825552940369,
0.10263949632644653,
-0.2121337354183197,
0.2196546047925949,
-1.1913740634918213,
-0.22646959125995636,
0.46366265416145325,
-0.7263538241386414,
0.311538964509964,
-0.3721354603767395,
-0.4257751405239105,
-0.4654374420642853,
-0.4699031114578247,
0.33722034096717834,
0.588288426399231,
-0.2598418593406677,
0.4153769612312317,
0.6453627943992615,
0.18552181124687195,
-0.5921808481216431,
-0.8679603338241577,
-0.190193310379982,
-0.12817737460136414,
-0.6980642676353455,
0.5190773606300354,
-0.1917063295841217,
0.02148965559899807,
0.06124226748943329,
0.20121915638446808,
-0.133505716919899,
0.07636548578739166,
0.24036122858524323,
0.5189511179924011,
-0.07725924253463745,
-0.23750631511211395,
-0.2155873030424118,
-0.16743507981300354,
-0.0938776433467865,
-0.2978009581565857,
0.4662611484527588,
-0.15535733103752136,
-0.24907788634300232,
-0.0708635151386261,
0.4070427119731903,
0.482704758644104,
-0.2488018274307251,
0.6567467451095581,
0.7820889353752136,
-0.4290778934955597,
-0.0754159614443779,
-0.24308016896247864,
0.06726664304733276,
-0.4880252182483673,
0.31212782859802246,
-0.38959887623786926,
-0.7252384424209595,
0.7722916007041931,
0.26909589767456055,
0.20865462720394135,
0.7057855129241943,
0.7572517395019531,
0.21453239023685455,
0.8592744469642639,
0.3869195282459259,
-0.24380624294281006,
0.5856452584266663,
-0.8054273724555969,
0.21511214971542358,
-0.6923121809959412,
-0.4050156772136688,
-0.6528365015983582,
-0.4273683428764343,
-0.8060015439987183,
-0.5012529492378235,
0.1587371826171875,
0.2936582863330841,
-0.17907623946666718,
0.4993903934955597,
-0.9361198544502258,
0.5204355716705322,
0.8684868216514587,
0.0030716187320649624,
0.029484810307621956,
0.0344749316573143,
-0.22234150767326355,
0.2301306277513504,
-0.5932642221450806,
-0.25412246584892273,
1.0552631616592407,
0.19899646937847137,
0.5646336078643799,
0.0550592802464962,
0.8855922222137451,
0.2979213297367096,
0.09987995773553848,
-0.5974777340888977,
0.7063600420951843,
-0.27211782336235046,
-0.6499584317207336,
-0.25672754645347595,
-0.4494747221469879,
-1.0540956258773804,
-0.042378783226013184,
-0.026018409058451653,
-0.9036957621574402,
0.5009391903877258,
0.21495652198791504,
-0.1806599497795105,
0.4122331738471985,
-0.8464157581329346,
0.9475158452987671,
-0.06835759431123734,
-0.11773692816495895,
0.255315899848938,
-0.7910512685775757,
0.3211432695388794,
0.28490063548088074,
0.1668826788663864,
-0.06454292684793472,
0.021078255027532578,
0.9882650375366211,
-0.6982871890068054,
0.6224560737609863,
-0.4644686281681061,
0.13369223475456238,
0.6692112684249878,
-0.056825924664735794,
0.6166818737983704,
-0.14395952224731445,
0.021656448021531105,
0.3448466360569,
0.1637079268693924,
-0.5074729919433594,
-0.3313175141811371,
0.7245000600814819,
-0.7824916243553162,
-0.2802846133708954,
-0.3211928904056549,
-0.5060270428657532,
0.09037043899297714,
0.33662480115890503,
0.515623152256012,
0.2915746569633484,
0.24465715885162354,
0.3967069387435913,
0.4929310381412506,
-0.42702803015708923,
0.47321492433547974,
0.2541177272796631,
-0.2285052090883255,
-0.6002016067504883,
1.1602511405944824,
0.3585900366306305,
0.09553515911102295,
0.4390634596347809,
0.13068053126335144,
-0.26794397830963135,
-0.5198825001716614,
-0.3153696656227112,
0.03392534703016281,
-0.6905515789985657,
-0.3036046624183655,
-0.572446882724762,
-0.4124419391155243,
-0.5609210133552551,
-0.06842619925737381,
-0.28759703040122986,
-0.45392656326293945,
-0.25774693489074707,
-0.08654025197029114,
0.5063260197639465,
0.29963183403015137,
-0.0987049788236618,
0.10730160027742386,
-0.6156899929046631,
0.2584443986415863,
-0.017649367451667786,
0.4995729625225067,
-0.04126027598977089,
-0.4463919997215271,
-0.38578733801841736,
0.051891062408685684,
-0.2964823842048645,
-0.8767542243003845,
0.35074955224990845,
0.0321330726146698,
0.7790329456329346,
0.14085687696933746,
0.10076960176229477,
0.5274322628974915,
-0.20285598933696747,
1.0557878017425537,
-0.0512416735291481,
-0.7978342771530151,
0.6739698648452759,
-0.3355988562107086,
0.39194828271865845,
0.8014013767242432,
0.4492111802101135,
-0.35197150707244873,
-0.28696179389953613,
-0.8292173147201538,
-1.0869131088256836,
0.9329493045806885,
0.3386949896812439,
-0.209700345993042,
-0.19252420961856842,
0.13772667944431305,
-0.1339634209871292,
0.07348416745662689,
-0.48628467321395874,
-0.7844131588935852,
-0.2775166928768158,
-0.3118143677711487,
0.18451131880283356,
-0.1886056661605835,
-0.09423773735761642,
-0.3865495026111603,
0.7583905458450317,
-0.05370717495679855,
0.7327942252159119,
0.32329970598220825,
-0.07010506838560104,
0.22399096190929413,
0.07740793377161026,
0.567644476890564,
0.587753415107727,
-0.5015013217926025,
-0.03778178617358208,
-0.05121022090315819,
-0.6840682029724121,
-0.07088608294725418,
0.07883421331644058,
-0.3766542375087738,
-0.012308718636631966,
0.4607597291469574,
0.7399641275405884,
-0.09924136102199554,
-0.36975982785224915,
0.6489571928977966,
0.11263196915388107,
-0.4680090844631195,
-0.42819514870643616,
0.17188973724842072,
0.05665653571486473,
0.07966304570436478,
0.3925042748451233,
-0.015400956384837627,
0.23937681317329407,
-0.44630637764930725,
0.4999145269393921,
0.3181604743003845,
-0.16883964836597443,
-0.14774753153324127,
0.5165410041809082,
-0.023257514461874962,
-0.431740939617157,
0.7176287770271301,
-0.40782231092453003,
-0.5935492515563965,
0.9125574231147766,
0.3931185007095337,
0.8992751836776733,
0.14650948345661163,
0.16422460973262787,
0.6918015480041504,
0.26383864879608154,
0.07793153077363968,
0.6725910305976868,
-0.15633924305438995,
-0.7193183898925781,
-0.37231534719467163,
-0.6266339421272278,
-0.2150101661682129,
0.3036223351955414,
-0.7086910605430603,
0.3039487600326538,
-0.44625940918922424,
-0.17948858439922333,
0.15374669432640076,
0.12868072092533112,
-0.8582102060317993,
0.027676697820425034,
0.19332900643348694,
1.171093463897705,
-0.6871060729026794,
1.0260528326034546,
0.6381615996360779,
-0.6953302621841431,
-0.8083885908126831,
-0.2341272085905075,
0.06258595734834671,
-0.716717004776001,
0.4701874554157257,
0.04556510969996452,
0.3513754606246948,
-0.11038096994161606,
-0.7581912875175476,
-1.1023693084716797,
1.2610082626342773,
0.311561644077301,
-0.44284242391586304,
-0.1140180379152298,
0.11627177149057388,
0.49072709679603577,
-0.5017023086547852,
0.3589654862880707,
0.706769585609436,
0.5605115294456482,
0.10015533119440079,
-0.6348704695701599,
0.1368027627468109,
-0.539703369140625,
-0.040034983307123184,
0.27303561568260193,
-0.6399679780006409,
0.8374075293540955,
-0.10192447900772095,
-0.20008406043052673,
-0.17856420576572418,
0.4502892792224884,
0.3942250609397888,
0.2237880527973175,
0.5198696851730347,
0.7674704194068909,
0.7232295870780945,
-0.31117478013038635,
1.27056884765625,
-0.4873826801776886,
0.7521783709526062,
1.2102255821228027,
0.10948160290718079,
0.7042115330696106,
0.32641974091529846,
-0.5343484282493591,
0.6026601195335388,
0.4640970826148987,
-0.35592877864837646,
0.531747579574585,
0.4643729329109192,
0.09306402504444122,
-0.008067182265222073,
0.1135263666510582,
-0.49821463227272034,
0.3919294774532318,
0.28346168994903564,
-0.5935763120651245,
-0.23832696676254272,
-0.2112923115491867,
0.1967260092496872,
-0.28713396191596985,
-0.19385135173797607,
0.7260780930519104,
-0.3378477096557617,
-0.6921426057815552,
0.7357100248336792,
-0.09418412297964096,
0.6714352369308472,
-0.6800642609596252,
-0.1706753373146057,
-0.3234564960002899,
0.24053175747394562,
-0.49557527899742126,
-1.004704236984253,
0.5674490928649902,
-0.1878393590450287,
-0.4483518898487091,
0.009675044566392899,
0.830702006816864,
-0.5491198301315308,
-0.5867488980293274,
0.2741718888282776,
0.24307440221309662,
0.4269106984138489,
0.12088611721992493,
-1.0362536907196045,
0.2839515805244446,
0.4213477075099945,
-0.35889706015586853,
0.32030436396598816,
0.3393106758594513,
-0.08772704005241394,
0.43305450677871704,
0.7687514424324036,
0.11735814809799194,
0.33319053053855896,
0.012815396301448345,
0.9391379356384277,
-0.7478429675102234,
-0.47077080607414246,
-0.7448179125785828,
0.7506638765335083,
-0.3558293879032135,
-0.46864253282546997,
0.6368748545646667,
0.930910050868988,
1.1098374128341675,
-0.13196106255054474,
0.9028277397155762,
-0.6238554120063782,
0.4546443223953247,
-0.2930631637573242,
0.638813316822052,
-0.4247036278247833,
0.11754781007766724,
-0.2559662163257599,
-0.8686505556106567,
-0.31119072437286377,
0.6281760334968567,
-0.3830694556236267,
0.11820792406797409,
0.47799378633499146,
1.087050437927246,
-0.058484695851802826,
-0.13607257604599,
0.231031596660614,
0.262728214263916,
0.4236372411251068,
0.7924199104309082,
0.3744935691356659,
-0.6685258746147156,
0.8404773473739624,
-0.6106406450271606,
-0.3837602138519287,
-0.109152652323246,
-0.8967567682266235,
-0.6750022768974304,
-0.7275791764259338,
-0.5674973726272583,
-0.675468921661377,
-0.18619658052921295,
0.8630000948905945,
0.8259627223014832,
-1.157472848892212,
-0.14920015633106232,
-0.2105938345193863,
0.18332602083683014,
-0.23550419509410858,
-0.3613463342189789,
0.6828353404998779,
-0.2472751885652542,
-0.6692233681678772,
0.11035420000553131,
0.1829463243484497,
-0.11541607975959778,
-0.05440963804721832,
-0.29273489117622375,
-0.5943557024002075,
-0.20132118463516235,
0.4013274013996124,
0.39681175351142883,
-0.4499287009239197,
-0.1786642223596573,
-0.10828107595443726,
-0.14993198215961456,
0.20730023086071014,
0.690098762512207,
-0.6236639022827148,
0.4689497649669647,
0.894782543182373,
0.620604395866394,
0.5228434205055237,
0.05026203766465187,
0.17919056117534637,
-0.7544121742248535,
-0.006150393281131983,
0.033532124012708664,
0.445036917924881,
0.22916680574417114,
-0.5083701014518738,
0.7552778720855713,
0.4737100899219513,
-0.6591262817382812,
-0.7002963423728943,
-0.10354934632778168,
-1.1737772226333618,
-0.12453123182058334,
1.26698899269104,
-0.4119166135787964,
-0.42258650064468384,
-0.13978366553783417,
-0.2860701382160187,
0.3518284857273102,
-0.5360876321792603,
0.38420623540878296,
0.7422871589660645,
-0.04143669456243515,
0.05481470748782158,
-0.3478371798992157,
0.5899766683578491,
0.008951796218752861,
-0.9345971941947937,
-0.08180755376815796,
0.3610660135746002,
0.37096497416496277,
0.5289769768714905,
0.7662414908409119,
-0.4493204355239868,
0.09434767812490463,
0.15465198457241058,
0.22463129460811615,
-0.2811180055141449,
-0.18599043786525726,
-0.17259886860847473,
0.25376901030540466,
-0.2904207706451416,
-0.5944836735725403
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
SophieTr/reddit_clean | SophieTr | 2022-08-13T20:26:31Z | 388 | 3 | null | [
"region:us"
] | 2022-08-13T20:26:31Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
jamescalam/ai-arxiv-chunked | jamescalam | 2023-10-10T12:56:09Z | 388 | 17 | null | [
"region:us"
] | 2023-10-10T12:56:09Z | 2023-10-09T21:09:27.000Z | 2023-10-09T21:09:27 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
imvladikon/hebrew_speech_kan | imvladikon | 2023-05-05T09:12:15Z | 387 | 3 | null | [
"task_categories:automatic-speech-recognition",
"size_categories:1K<n<10K",
"language:he",
"region:us"
] | 2023-05-05T09:12:15Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
task_categories:
- automatic-speech-recognition
language:
- he
size_categories:
- 1K<n<10K
dataset_info:
features:
- name: audio
dtype:
audio:
sampling_rate: 16000
- name: sentence
dtype: string
splits:
- name: train
num_bytes: 1569850175.0
num_examples: 8000
- name: validation
num_bytes: 394275049.0
num_examples: 2000
download_size: 1989406585
dataset_size: 1964125224.0
---
# Dataset Card for Dataset Name
## Dataset Description
- **Homepage:**
- **Repository:**
- **Paper:**
- **Leaderboard:**
- **Point of Contact:**
### Dataset Summary
Hebrew Dataset for ASR
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
[More Information Needed]
## Dataset Structure
### Data Instances
```json
{'audio': {'path': '/root/.cache/huggingface/datasets/downloads/extracted/8ce7402f6482c6053251d7f3000eec88668c994beb48b7ca7352e77ef810a0b6/train/e429593fede945c185897e378a5839f4198.wav',
'array': array([-0.00265503, -0.0018158 , -0.00149536, ..., -0.00135803,
-0.00231934, -0.00190735]),
'sampling_rate': 16000},
'sentence': 'היא מבינה אותי יותר מכל אחד אחר'}
```
### Data Fields
[More Information Needed]
### Data Splits
| | train | validation |
| ---- | ----- | ---------- |
| number of samples | 8000 | 2000 |
| hours | 6.92 | 1.73 |
## Dataset Creation
### Curation Rationale
scraped data from youtube (channel כאן) with removing outliers (by length and ratio between length of the audio and sentences)
### Source Data
#### Initial Data Collection and Normalization
#### Who are the source language producers?
[More Information Needed]
### Annotations
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
```
@misc{imvladikon2022hebrew_speech_kan,
author = {Gurevich, Vladimir},
title = {Hebrew Speech Recognition Dataset: Kan},
year = {2022},
howpublished = \url{https://huggingface.co/datasets/imvladikon/hebrew_speech_kan},
}
```
### Contributions
[More Information Needed] | [
-0.44160354137420654,
-0.5745745301246643,
-0.1725817322731018,
0.43571558594703674,
-0.36246034502983093,
0.023541942238807678,
-0.5761939883232117,
-0.32422012090682983,
0.4772757291793823,
0.382516473531723,
-0.8722529411315918,
-1.1595999002456665,
-0.786710262298584,
-0.17020951211452484,
-0.40744107961654663,
0.9448500275611877,
0.19274474680423737,
0.18785186111927032,
0.22492700815200806,
-0.31109505891799927,
-0.38004761934280396,
-0.05850336328148842,
-0.6954123377799988,
-0.4889422357082367,
0.12072189152240753,
0.7523520588874817,
0.7509543299674988,
0.7619251012802124,
0.3555513918399811,
0.3573559522628784,
-0.141901433467865,
-0.39169859886169434,
-0.3539518415927887,
-0.03102109022438526,
0.07363610714673996,
-0.24460040032863617,
-0.6385685205459595,
-0.10032982379198074,
0.8990773558616638,
0.5433894395828247,
-0.43146076798439026,
0.83821702003479,
-0.08768394589424133,
0.7667981386184692,
-0.3381982147693634,
0.32438385486602783,
-0.3002058267593384,
0.1135256364941597,
-0.607197642326355,
-0.1765812486410141,
0.04608146473765373,
-0.442020982503891,
0.0576200857758522,
-0.5429869294166565,
0.15401187539100647,
0.18457819521427155,
1.0333584547042847,
0.29032525420188904,
0.00028116058092564344,
-0.39660191535949707,
-0.547096312046051,
0.8353419899940491,
-0.809715211391449,
0.5358593463897705,
1.0208876132965088,
0.46375054121017456,
0.018912702798843384,
-0.6361861228942871,
-0.6571292281150818,
0.11911933124065399,
0.11136730015277863,
0.2879157066345215,
-0.48263078927993774,
-0.28421229124069214,
0.35344576835632324,
0.41629543900489807,
-0.6546899080276489,
-0.05041539669036865,
-0.6503793597221375,
-0.3373948633670807,
0.7527211904525757,
0.05972069129347801,
0.6530398726463318,
-0.45289576053619385,
-0.013893652707338333,
-0.5572658181190491,
-0.317030668258667,
0.36067450046539307,
0.7733933329582214,
0.3315502107143402,
-0.9356671571731567,
0.7559512853622437,
-0.3016570806503296,
0.49632978439331055,
-0.07182523608207703,
-0.36018848419189453,
1.0990304946899414,
-0.39036139845848083,
-0.19618114829063416,
0.49954622983932495,
1.2603495121002197,
0.3188308775424957,
0.11416928470134735,
0.3545255661010742,
0.17718952894210815,
-0.02727401629090309,
0.18795901536941528,
-0.753251850605011,
-0.13997820019721985,
0.25900036096572876,
-0.7034814953804016,
-0.18494054675102234,
0.1456066519021988,
-1.1078896522521973,
0.008002442307770252,
-0.3228568136692047,
0.128359854221344,
-0.5293025970458984,
-0.60476154088974,
0.3395576477050781,
-0.08691071718931198,
0.38052070140838623,
-0.03074132278561592,
-0.7876148819923401,
0.5076503157615662,
0.37887439131736755,
0.8057413101196289,
0.13986064493656158,
-0.2554236948490143,
-0.43056970834732056,
0.07499051094055176,
-0.02273383177816868,
0.5376330018043518,
-0.34645968675613403,
-0.6048315167427063,
0.09243264049291611,
0.2346758246421814,
-0.02752532996237278,
-0.5785293579101562,
1.0646183490753174,
-0.19040517508983612,
0.24167776107788086,
-0.305868923664093,
-0.3119182288646698,
-0.16539116203784943,
0.01971501298248768,
-0.6920626759529114,
1.3671481609344482,
-0.061797335743904114,
-0.8817362189292908,
0.40707939863204956,
-0.8824365139007568,
-0.47769391536712646,
0.1185947060585022,
-0.47683897614479065,
-0.6330574750900269,
-0.387492835521698,
0.04319585859775543,
0.48921507596969604,
-0.41333529353141785,
0.40585073828697205,
-0.013912555761635303,
-0.3579641580581665,
0.2547578811645508,
-0.27115076780319214,
1.200851321220398,
0.2175392508506775,
-0.6811690330505371,
0.21921169757843018,
-1.2304139137268066,
-0.06605733186006546,
0.2774733006954193,
-0.4450274407863617,
-0.02156827785074711,
-0.08789204806089401,
0.5678072571754456,
0.24395525455474854,
0.03461159020662308,
-0.800557553768158,
-0.2293417900800705,
-0.5246402621269226,
0.06460362672805786,
0.6232696175575256,
-0.21299132704734802,
0.2522422671318054,
-0.3913666605949402,
0.6715975999832153,
-0.10352397710084915,
0.05968630313873291,
0.38027623295783997,
-0.5696594715118408,
-0.566555917263031,
-0.38578447699546814,
0.114836186170578,
0.7113415002822876,
-0.5096850991249084,
0.9203336238861084,
-0.6127707958221436,
-0.7096865773200989,
-1.0201890468597412,
0.19673149287700653,
0.5737242102622986,
0.537691593170166,
0.5484650135040283,
-0.31321123242378235,
-0.8378241658210754,
-0.984066367149353,
0.13233895599842072,
-0.17684237658977509,
0.0020033910404890776,
0.4532284140586853,
0.56923508644104,
-0.14195330440998077,
0.7609555125236511,
-0.2827785313129425,
-0.6212586760520935,
-0.4076946973800659,
0.05867597460746765,
0.4605095386505127,
0.7388467788696289,
0.4838680326938629,
-0.9288808107376099,
-0.6747931838035583,
-0.20621764659881592,
-0.8030534982681274,
-0.1614241600036621,
0.15708738565444946,
-0.017471905797719955,
-0.12394169718027115,
0.3702058792114258,
-0.4378621280193329,
0.5935436487197876,
0.6911149024963379,
-0.7752158641815186,
0.5973482728004456,
0.1502149999141693,
0.2909103035926819,
-1.263226866722107,
0.23833008110523224,
0.04980802536010742,
-0.03258473798632622,
-0.7004323601722717,
-0.6157243847846985,
-0.25638172030448914,
0.057155314832925797,
-0.514390230178833,
0.5228161811828613,
-0.3261243402957916,
-0.23261906206607819,
-0.14327195286750793,
0.16020652651786804,
-0.3232773542404175,
0.3837609589099884,
-0.0979166328907013,
0.9612088203430176,
0.920795202255249,
-0.4778359830379486,
0.49196743965148926,
1.0888128280639648,
-0.7480211853981018,
0.5586861371994019,
-0.9564658403396606,
-0.13673092424869537,
-0.07370684295892715,
0.2019375115633011,
-0.8605981469154358,
-0.3637027144432068,
0.5911698341369629,
-1.0397059917449951,
0.3864903748035431,
-0.12269953638315201,
-0.7808189392089844,
-0.2394363433122635,
-0.3357766568660736,
0.4441426396369934,
0.683010995388031,
-0.1457505226135254,
0.5839683413505554,
0.6139711737632751,
-0.30663925409317017,
-0.7029159665107727,
-0.9354103207588196,
-0.10635509341955185,
-0.38712942600250244,
-0.694678544998169,
0.5287604928016663,
-0.24779938161373138,
-0.31837740540504456,
0.1318528801202774,
-0.05105156823992729,
0.1390608847141266,
-0.18066450953483582,
0.5302028059959412,
0.1777627170085907,
-0.25700899958610535,
-0.08988527953624725,
-0.07400985062122345,
-0.334212064743042,
0.035378582775592804,
0.1608988493680954,
0.8808534741401672,
-0.16524527966976166,
-0.5020882487297058,
-0.8727483153343201,
0.33254575729370117,
0.3837589621543884,
-0.16209062933921814,
0.7538533210754395,
1.273427128791809,
-0.31948205828666687,
0.2528448700904846,
-0.735389232635498,
0.13184820115566254,
-0.4994422197341919,
0.46650609374046326,
-0.24303796887397766,
-0.7170060873031616,
0.9740973711013794,
0.24686916172504425,
-0.26530611515045166,
0.6598019599914551,
0.6947105526924133,
0.03632143512368202,
0.7647024989128113,
0.1285964399576187,
-0.451057493686676,
0.6086820363998413,
-0.49099162220954895,
-0.22850842773914337,
-0.9772867560386658,
-0.5518459677696228,
-0.7503877878189087,
-0.37222030758857727,
-0.7844719290733337,
-0.3095308840274811,
0.23258823156356812,
-0.23404398560523987,
-0.4860905110836029,
0.3435549736022949,
-0.4142296612262726,
0.31261613965034485,
0.9279085993766785,
0.002987387590110302,
-0.09717077761888504,
0.0848415195941925,
-0.10686970502138138,
-0.06458260118961334,
-0.4187840223312378,
-0.37364423274993896,
0.981457531452179,
0.49776679277420044,
0.4484270215034485,
0.36034709215164185,
0.5580101013183594,
0.34965741634368896,
-0.2521030306816101,
-0.5322884917259216,
0.5918759107589722,
-0.10547664016485214,
-0.6881260871887207,
-0.5444285869598389,
-0.1963525265455246,
-1.0460485219955444,
-0.1454371064901352,
-0.3666391372680664,
-0.959686815738678,
0.0883161723613739,
-0.18405653536319733,
-0.2651993930339813,
0.26787233352661133,
-0.31383100152015686,
0.8700451254844666,
0.18321461975574493,
-0.14924535155296326,
-0.1226680800318718,
-1.084779143333435,
-0.07227970659732819,
0.29076912999153137,
0.6161497235298157,
-0.528103232383728,
0.3744240999221802,
1.3771092891693115,
-0.28456977009773254,
0.9702948331832886,
-0.39298102259635925,
0.27017438411712646,
0.3740622103214264,
-0.2593330442905426,
0.36168476939201355,
0.08938485383987427,
-0.07315342873334885,
0.3998245596885681,
-0.05585366487503052,
-0.3644304871559143,
-0.3426594138145447,
0.7543315291404724,
-1.1240754127502441,
-0.2800125777721405,
-0.35049065947532654,
-0.5374980568885803,
-0.1347598284482956,
0.3345476984977722,
0.5429323315620422,
0.5372563600540161,
-0.11417027562856674,
0.5867325663566589,
0.6299869418144226,
-0.49043816328048706,
0.2667308449745178,
0.5863122940063477,
-0.09879296272993088,
-0.8819653391838074,
0.7850899696350098,
0.17352977395057678,
-0.09518042206764221,
-0.05741061642765999,
0.18368180096149445,
-0.4443295896053314,
-0.5586443543434143,
-0.4708212614059448,
0.3099786639213562,
-0.7001218199729919,
-0.13680614531040192,
-0.5660766959190369,
-0.2957570254802704,
-0.6190040707588196,
0.03351790830492973,
-0.4984973967075348,
-0.2423463761806488,
-0.346903920173645,
-0.44487228989601135,
0.6687964200973511,
0.3231997787952423,
-0.35433515906333923,
0.48422056436538696,
-0.8103363513946533,
0.5143932700157166,
-0.1182217225432396,
0.6068928837776184,
-0.10203231871128082,
-0.8626689910888672,
-0.38480791449546814,
-0.038637302815914154,
0.05711279436945915,
-0.8360849022865295,
0.47485533356666565,
0.17604109644889832,
0.6730737686157227,
0.10764358192682266,
-0.03703426942229271,
0.7650896310806274,
-0.5165215134620667,
1.0047600269317627,
0.2896548807621002,
-0.9543902277946472,
0.7444438934326172,
-0.6705062389373779,
0.5777409672737122,
1.0093445777893066,
0.21312856674194336,
-0.684476375579834,
-0.2578188478946686,
-0.8757709264755249,
-1.1553972959518433,
1.0799949169158936,
0.6043055653572083,
0.21883435547351837,
-0.028643498197197914,
-0.05936705693602562,
0.003942412324249744,
0.15061551332473755,
-0.7053807377815247,
-1.0489788055419922,
-0.3648093342781067,
-0.6836424469947815,
-0.034041669219732285,
-0.37659338116645813,
-0.1388445347547531,
-0.591864824295044,
1.0960508584976196,
0.2678452730178833,
0.3760221302509308,
0.10850919038057327,
0.031515754759311676,
-0.22547054290771484,
0.3758905529975891,
0.7047443985939026,
0.24991346895694733,
-0.3534339666366577,
-0.040678445249795914,
0.0789727121591568,
-0.9821255803108215,
0.14026270806789398,
0.17927157878875732,
-0.18092380464076996,
0.11992022395133972,
0.4754856824874878,
1.2015031576156616,
0.3838861286640167,
-0.682041585445404,
0.6744280457496643,
-0.03198285028338432,
-0.40927261114120483,
-1.1080574989318848,
-0.1563471555709839,
0.1274072378873825,
0.41332992911338806,
0.4509856402873993,
-0.07872999459505081,
0.2319350391626358,
-0.14766663312911987,
0.4228408634662628,
0.061035819351673126,
-0.5927708745002747,
-0.40452027320861816,
0.6145761609077454,
-0.27940845489501953,
-0.5909839272499084,
0.6782723069190979,
-0.11125384271144867,
-0.18365991115570068,
0.6596518158912659,
0.6203906536102295,
0.9090656638145447,
-0.41333577036857605,
0.27535074949264526,
0.7977166175842285,
0.10982572287321091,
-0.08850643038749695,
0.7023065686225891,
-0.10142423957586288,
-0.8803051710128784,
-0.37027841806411743,
-0.804320216178894,
-0.07113862782716751,
0.3460427522659302,
-1.288753867149353,
0.27094972133636475,
-0.31824591755867004,
-0.3041163682937622,
0.09840141981840134,
-0.0612228699028492,
-0.8222985863685608,
0.2304236739873886,
0.11737153679132462,
0.8505355715751648,
-0.9353976249694824,
0.8852176070213318,
0.6135513782501221,
-0.679497480392456,
-1.0044970512390137,
-0.26712289452552795,
0.38050249218940735,
-1.0177943706512451,
0.6743771433830261,
0.004557791166007519,
-0.1472654640674591,
0.12444721907377243,
-0.5622293949127197,
-1.0714045763015747,
1.3696125745773315,
0.16410470008850098,
-0.39281165599823,
0.363859087228775,
0.17559972405433655,
0.43396055698394775,
-0.2671356499195099,
0.07975982874631882,
0.7586514353752136,
0.6524708271026611,
0.33948174118995667,
-1.093251347541809,
0.08908970654010773,
-0.8422833681106567,
-0.2836689352989197,
0.03618308901786804,
-0.5991696119308472,
0.3854029178619385,
0.20169900357723236,
-0.15260359644889832,
-0.23019370436668396,
0.7293462753295898,
0.5319412350654602,
0.48208382725715637,
0.5475043654441833,
0.6136478185653687,
0.49081963300704956,
0.0348295122385025,
0.7412419319152832,
-0.23374024033546448,
0.191287100315094,
1.3501534461975098,
0.07569726556539536,
0.8290150165557861,
0.34340643882751465,
-0.4685137867927551,
0.7348008155822754,
0.30013135075569153,
-0.32503435015678406,
0.6222979426383972,
0.08300726860761642,
-0.11781112104654312,
0.02415129542350769,
-0.43817785382270813,
-0.4786567986011505,
0.8134022355079651,
0.35390910506248474,
-0.3913455605506897,
0.16072618961334229,
0.13341790437698364,
0.14942388236522675,
0.16826550662517548,
-0.15272188186645508,
0.8597723841667175,
-0.1454758197069168,
-0.16245771944522858,
0.40539923310279846,
-0.23203107714653015,
0.7454711198806763,
-0.7730953693389893,
0.08524434268474579,
0.29377835988998413,
-0.1705867052078247,
-0.3656202256679535,
-0.8918614387512207,
0.49960407614707947,
0.1573653668165207,
-0.35455721616744995,
-0.2282552719116211,
0.592974841594696,
-0.5989706516265869,
-0.5886365175247192,
0.5264415144920349,
0.3894875645637512,
0.2726149559020996,
0.37842538952827454,
-1.01656973361969,
0.43860507011413574,
0.28403615951538086,
-0.41691887378692627,
0.22350676357746124,
0.19449540972709656,
0.35272276401519775,
0.6007938385009766,
0.6426096558570862,
0.4251236319541931,
0.09254387766122818,
0.4907468259334564,
0.7838286757469177,
-0.8590429425239563,
-0.48130589723587036,
-0.9083766937255859,
0.8123934864997864,
-0.18027648329734802,
-0.23008805513381958,
0.8775613307952881,
0.8123149275779724,
0.948282778263092,
0.026275336742401123,
0.8491060733795166,
-0.2779121398925781,
0.8227816224098206,
-0.5095950365066528,
0.9251968264579773,
-0.5013960003852844,
-0.01773034781217575,
-0.5395727157592773,
-0.6572228074073792,
-0.3648049533367157,
0.8896690011024475,
-0.2672044336795807,
0.03561330586671829,
0.39879482984542847,
0.7896238565444946,
-0.05093616247177124,
0.12479063123464584,
0.21266312897205353,
0.36526522040367126,
0.14064528048038483,
0.09379929304122925,
0.3980552554130554,
-0.7628264427185059,
0.5609136819839478,
-0.3744484484195709,
-0.026262786239385605,
0.1411862075328827,
-0.5952901244163513,
-0.8427073955535889,
-0.895862340927124,
-0.4972269833087921,
-0.503322184085846,
-0.2753753066062927,
1.4147754907608032,
0.48630937933921814,
-1.0520950555801392,
-0.6099869012832642,
0.20107226073741913,
-0.1919209212064743,
-0.204482764005661,
-0.238744854927063,
0.8152217864990234,
0.25040629506111145,
-0.7402160167694092,
0.47638610005378723,
0.041576944291591644,
0.18126359581947327,
0.11418601125478745,
-0.3914273679256439,
-0.37738513946533203,
-0.20300248265266418,
0.188774973154068,
0.3759753704071045,
-0.8825441598892212,
-0.2598438560962677,
-0.11188697069883347,
0.11448067426681519,
0.3367513418197632,
0.24896275997161865,
-0.18305376172065735,
0.4514840245246887,
0.41779643297195435,
0.29668959975242615,
0.7577773928642273,
0.008047585375607014,
0.18013383448123932,
-0.8461050391197205,
0.46757078170776367,
0.08204618096351624,
0.44766032695770264,
0.43930190801620483,
-0.13415879011154175,
0.5191518068313599,
0.12171103060245514,
-0.5518186688423157,
-0.7872663140296936,
-0.05337940901517868,
-1.3332936763763428,
0.2735259234905243,
1.5566949844360352,
0.05232787877321243,
-0.18787772953510284,
-0.37144437432289124,
-0.3024060130119324,
0.6703729629516602,
-0.7184884548187256,
0.5618171095848083,
0.848086416721344,
0.1639823168516159,
-0.063320592045784,
-0.934659481048584,
0.7254172563552856,
0.17127108573913574,
-0.546657145023346,
-0.14178162813186646,
0.4998311698436737,
0.43759140372276306,
0.2651573121547699,
1.093403697013855,
-0.30871060490608215,
0.24169062077999115,
0.17152348160743713,
0.5325130820274353,
-0.11864889413118362,
-0.03685038164258003,
-0.3946589231491089,
0.027778994292020798,
-0.04378756135702133,
-0.47362765669822693
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
juletxara/xquad_xtreme | juletxara | 2022-10-12T08:43:41Z | 387 | 6 | xquad | [
"task_categories:question-answering",
"task_ids:extractive-qa",
"annotations_creators:expert-generated",
"language_creators:expert-generated",
"multilinguality:multilingual",
"size_categories:unknown",
"source_datasets:extended|squad",
"language:en",
"language:es",
"language:de",
"language:el",
"language:hi",
"language:th",
"language:ru",
"language:tr",
"language:ar",
"language:vi",
"language:zh",
"language:ro",
"license:cc-by-sa-4.0",
"arxiv:1910.11856",
"region:us"
] | 2022-10-12T08:43:41Z | 2022-05-30T10:49:17.000Z | 2022-05-30T10:49:17 | ---
pretty_name: XQuAD-XTREME
annotations_creators:
- expert-generated
language_creators:
- expert-generated
language:
- en
- es
- de
- el
- hi
- th
- ru
- tr
- ar
- vi
- zh
- ro
license:
- cc-by-sa-4.0
multilinguality:
- multilingual
size_categories:
- unknown
source_datasets:
- extended|squad
task_categories:
- question-answering
task_ids:
- extractive-qa
paperswithcode_id: xquad
---
# Dataset Card for XQuAD-XTREME
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [https://github.com/deepmind/xquad](https://github.com/deepmind/xquad)
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Size of downloaded dataset files:** 139.53 MB
- **Size of the generated dataset:** 18.09 MB
- **Total amount of disk used:** 157.62 MB
### Dataset Summary
XQuAD (Cross-lingual Question Answering Dataset) is a benchmark dataset for evaluating cross-lingual question answering
performance. The dataset consists of a subset of 240 paragraphs and 1190 question-answer pairs from the development set
of SQuAD v1.1 (Rajpurkar et al., 2016) together with their professional translations into ten language: Spanish, German,
Greek, Russian, Turkish, Arabic, Vietnamese, Thai, Chinese, Hindi and Romanian. Consequently, the dataset is entirely parallel across 12 languages.
We also include "translate-train", "translate-dev", and "translate-test"
splits for each non-English language from XTREME (Hu et al., 2020). These can be used to run XQuAD in the "translate-train" or "translate-test" settings. https://proceedings.mlr.press/v119/hu20b/hu20b.pdf
### Supported Tasks and Leaderboards
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Languages
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Dataset Structure
### Data Instances
#### ar
- **Size of downloaded dataset files:** 12.68 MB
- **Size of the generated dataset:** 1.64 MB
- **Total amount of disk used:** 14.33 MB
An example of 'test' looks as follows.
```
This example was too long and was cropped:
{
"answers": {
"answer_start": [527],
"text": ["136"]
},
"context": "\"Die Verteidigung der Panthers gab nur 308 Punkte ab und belegte den sechsten Platz in der Liga, während sie die NFL mit 24 Inte...",
"id": "56beb4343aeaaa14008c925c",
"question": "Wie viele Sacks erzielte Jared Allen in seiner Karriere?"
}
```
#### de
- **Size of downloaded dataset files:** 12.68 MB
- **Size of the generated dataset:** 1.23 MB
- **Total amount of disk used:** 13.91 MB
An example of 'test' looks as follows.
```
This example was too long and was cropped:
{
"answers": {
"answer_start": [527],
"text": ["136"]
},
"context": "\"Die Verteidigung der Panthers gab nur 308 Punkte ab und belegte den sechsten Platz in der Liga, während sie die NFL mit 24 Inte...",
"id": "56beb4343aeaaa14008c925c",
"question": "Wie viele Sacks erzielte Jared Allen in seiner Karriere?"
}
```
#### el
- **Size of downloaded dataset files:** 12.68 MB
- **Size of the generated dataset:** 2.11 MB
- **Total amount of disk used:** 14.79 MB
An example of 'test' looks as follows.
```
This example was too long and was cropped:
{
"answers": {
"answer_start": [527],
"text": ["136"]
},
"context": "\"Die Verteidigung der Panthers gab nur 308 Punkte ab und belegte den sechsten Platz in der Liga, während sie die NFL mit 24 Inte...",
"id": "56beb4343aeaaa14008c925c",
"question": "Wie viele Sacks erzielte Jared Allen in seiner Karriere?"
}
```
#### en
- **Size of downloaded dataset files:** 12.68 MB
- **Size of the generated dataset:** 1.07 MB
- **Total amount of disk used:** 13.75 MB
An example of 'test' looks as follows.
```
This example was too long and was cropped:
{
"answers": {
"answer_start": [527],
"text": ["136"]
},
"context": "\"Die Verteidigung der Panthers gab nur 308 Punkte ab und belegte den sechsten Platz in der Liga, während sie die NFL mit 24 Inte...",
"id": "56beb4343aeaaa14008c925c",
"question": "Wie viele Sacks erzielte Jared Allen in seiner Karriere?"
}
```
#### es
- **Size of downloaded dataset files:** 12.68 MB
- **Size of the generated dataset:** 1.22 MB
- **Total amount of disk used:** 13.90 MB
An example of 'test' looks as follows.
```
This example was too long and was cropped:
{
"answers": {
"answer_start": [527],
"text": ["136"]
},
"context": "\"Die Verteidigung der Panthers gab nur 308 Punkte ab und belegte den sechsten Platz in der Liga, während sie die NFL mit 24 Inte...",
"id": "56beb4343aeaaa14008c925c",
"question": "Wie viele Sacks erzielte Jared Allen in seiner Karriere?"
}
```
### Data Fields
The data fields are the same among all splits.
#### ar
- `id`: a `string` feature.
- `context`: a `string` feature.
- `question`: a `string` feature.
- `answers`: a dictionary feature containing:
- `text`: a `string` feature.
- `answer_start`: a `int32` feature.
#### de
- `id`: a `string` feature.
- `context`: a `string` feature.
- `question`: a `string` feature.
- `answers`: a dictionary feature containing:
- `text`: a `string` feature.
- `answer_start`: a `int32` feature.
#### el
- `id`: a `string` feature.
- `context`: a `string` feature.
- `question`: a `string` feature.
- `answers`: a dictionary feature containing:
- `text`: a `string` feature.
- `answer_start`: a `int32` feature.
#### en
- `id`: a `string` feature.
- `context`: a `string` feature.
- `question`: a `string` feature.
- `answers`: a dictionary feature containing:
- `text`: a `string` feature.
- `answer_start`: a `int32` feature.
#### es
- `id`: a `string` feature.
- `context`: a `string` feature.
- `question`: a `string` feature.
- `answers`: a dictionary feature containing:
- `text`: a `string` feature.
- `answer_start`: a `int32` feature.
### Data Splits
| name | validation |
| -------- | ---------: |
| ar | 1190 |
| de | 1190 |
| el | 1190 |
| en | 1190 |
| es | 1190 |
## Dataset Creation
### Curation Rationale
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the source language producers?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Annotations
#### Annotation process
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the annotators?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Personal and Sensitive Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Discussion of Biases
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Other Known Limitations
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Additional Information
### Dataset Curators
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Licensing Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Citation Information
```
@article{Artetxe:etal:2019,
author = {Mikel Artetxe and Sebastian Ruder and Dani Yogatama},
title = {On the cross-lingual transferability of monolingual representations},
journal = {CoRR},
volume = {abs/1910.11856},
year = {2019},
archivePrefix = {arXiv},
eprint = {1910.11856}
}
```
### Contributions
Thanks to [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten), [@thomwolf](https://github.com/thomwolf) for adding this dataset. | [
-0.8581503033638,
-0.6246581077575684,
0.12303648889064789,
0.05984445661306381,
-0.08762359619140625,
0.08118852972984314,
-0.2109091430902481,
-0.4436047375202179,
0.6555212736129761,
0.4588771164417267,
-0.9798278212547302,
-0.7590987086296082,
-0.4225955903530121,
0.39705535769462585,
-0.37194356322288513,
1.2074726819992065,
-0.1502404361963272,
-0.2712428867816925,
-0.28720518946647644,
-0.27382832765579224,
-0.25810158252716064,
-0.3203686475753784,
-0.5287864208221436,
-0.12140712141990662,
0.4634997546672821,
0.7210667133331299,
0.7692581415176392,
0.9586794376373291,
0.7171319127082825,
0.2528367042541504,
0.05030473694205284,
-0.05561266094446182,
-0.5444736480712891,
-0.02929345890879631,
0.07339457422494888,
-0.3462733030319214,
-0.5179949998855591,
0.2011835277080536,
0.6007069945335388,
0.5814396739006042,
-0.12178051471710205,
0.6096771359443665,
0.010016748681664467,
0.9046679735183716,
-0.20978598296642303,
0.31020814180374146,
-0.208382248878479,
0.02122700773179531,
-0.20048488676548004,
0.041017547249794006,
0.25698384642601013,
-0.27657222747802734,
0.030445830896496773,
-0.9806870222091675,
0.38590526580810547,
0.18912406265735626,
0.9755217432975769,
0.22982937097549438,
-0.06775738298892975,
-0.2643740177154541,
-0.23591624200344086,
0.6531403064727783,
-0.5889117121696472,
0.08122076839208603,
0.6460828185081482,
0.46492740511894226,
0.017793996259570122,
-0.4222455620765686,
-0.8422810435295105,
0.1951463222503662,
-0.20271198451519012,
0.44733795523643494,
0.11191979050636292,
-0.33883383870124817,
0.45508167147636414,
0.6528481841087341,
-0.9513090252876282,
-0.030514096841216087,
-0.37347152829170227,
0.046652283519506454,
1.3724933862686157,
0.43424198031425476,
0.22798067331314087,
-0.4156205952167511,
-0.11191294342279434,
-0.5615149140357971,
-0.35067787766456604,
0.15489578247070312,
0.2796209156513214,
0.39927399158477783,
-0.6920902132987976,
0.7141824960708618,
-0.4500720798969269,
0.44334647059440613,
0.00025264377472922206,
0.058181289583444595,
0.6197763681411743,
-0.5829815864562988,
-0.2750755548477173,
-0.1086750254034996,
1.0656273365020752,
0.641777515411377,
-0.08163482695817947,
0.022995488718152046,
0.08200482279062271,
-0.40307971835136414,
-0.10772248357534409,
-0.7285857796669006,
-0.34486231207847595,
0.7479130029678345,
-0.45244482159614563,
-0.3625710606575012,
0.13727988302707672,
-0.969890832901001,
-0.36286216974258423,
-0.04290749877691269,
0.1490071415901184,
-0.3031977415084839,
-0.3013804852962494,
0.17309565842151642,
-0.2718479335308075,
0.2655845880508423,
0.2185261845588684,
-0.4740028977394104,
0.41433215141296387,
0.4479038715362549,
0.6990490555763245,
-0.012606373056769371,
-0.25775232911109924,
-0.18647977709770203,
-0.12054122239351273,
-0.14588592946529388,
0.747187077999115,
-0.19789274036884308,
-0.39824819564819336,
-0.12002869695425034,
0.5315194129943848,
0.10769201070070267,
-0.26092076301574707,
0.7390276193618774,
-0.2472846657037735,
0.39651045203208923,
-0.9365608096122742,
-0.7273736596107483,
-0.1910824030637741,
0.4431885778903961,
-1.1231449842453003,
1.288480281829834,
0.38032498955726624,
-1.0252023935317993,
0.4813438057899475,
-0.9763474464416504,
-0.3367365598678589,
0.22977012395858765,
-0.14156286418437958,
-0.6552324295043945,
-0.46282240748405457,
0.2004627138376236,
0.570648193359375,
-0.6630754470825195,
0.03853445127606392,
-0.31458550691604614,
-0.16650690138339996,
0.34257787466049194,
0.08685708045959473,
1.4158222675323486,
0.06191278621554375,
-0.314808189868927,
-0.11023961752653122,
-1.0164375305175781,
0.12595385313034058,
0.5328372120857239,
-0.3772260546684265,
-0.061313726007938385,
-0.19003604352474213,
0.33193838596343994,
0.2880869209766388,
0.009258213452994823,
-0.7407572269439697,
0.24070747196674347,
-0.17451120913028717,
0.28475338220596313,
0.5653461217880249,
-0.04550156369805336,
0.4338683485984802,
-0.7565062642097473,
0.5502667427062988,
0.06838622689247131,
0.23648084700107574,
0.03984220698475838,
-0.5873647332191467,
-0.4822370111942291,
-0.21842578053474426,
0.32737094163894653,
0.7680894136428833,
-0.7605152130126953,
0.840514600276947,
-0.6594892144203186,
-0.6576749682426453,
-0.5235679149627686,
0.2926887273788452,
0.23963432013988495,
0.5082460045814514,
0.4573766589164734,
-0.15219415724277496,
-0.5596601963043213,
-0.7731506824493408,
0.3234875798225403,
-0.15252083539962769,
0.05639959126710892,
0.6646302938461304,
1.0162149667739868,
0.17485715448856354,
0.9630361795425415,
-0.7746962308883667,
-0.3667343556880951,
-0.3801032304763794,
-0.23289011418819427,
0.30934619903564453,
0.5066863894462585,
0.8357229828834534,
-1.0110193490982056,
-0.7675544619560242,
-0.18942229449748993,
-0.9054999947547913,
0.011044157668948174,
-0.08347324281930923,
-0.22277867794036865,
-0.04486209154129028,
0.3267023265361786,
-0.7736618518829346,
0.40466681122779846,
0.48023709654808044,
-0.5473318696022034,
0.6068286895751953,
0.03251097723841667,
0.26369044184684753,
-1.3834776878356934,
0.3318881094455719,
0.016234925016760826,
-0.05270608142018318,
-0.4108405113220215,
-0.01591745764017105,
-0.15576975047588348,
0.09227045625448227,
-0.3024086654186249,
0.6644997596740723,
-0.4430665969848633,
0.20833899080753326,
0.26819536089897156,
0.11645298451185226,
0.11133753508329391,
0.44351232051849365,
-0.11706948280334473,
0.8623201847076416,
0.5977630615234375,
-0.4014424979686737,
0.5955939292907715,
0.6219929456710815,
-0.5091930031776428,
0.41564881801605225,
-0.7407119274139404,
-0.11111495643854141,
-0.20259708166122437,
0.2763761878013611,
-1.0340222120285034,
-0.5105239152908325,
0.6098593473434448,
-0.6677481532096863,
0.26404866576194763,
0.018638234585523605,
-0.6743659377098083,
-0.62114417552948,
-0.5517694354057312,
0.3986916244029999,
0.46715328097343445,
-0.18260648846626282,
0.3203186094760895,
0.6124065518379211,
-0.02888602390885353,
-0.4022897779941559,
-0.7349517345428467,
-0.06154777109622955,
-0.08976084738969803,
-0.7906777858734131,
0.2907961905002594,
-0.38932082056999207,
-0.1763683557510376,
0.2280653417110443,
0.254597932100296,
-0.22109220921993256,
-0.06454792618751526,
0.1678021401166916,
0.058833591639995575,
-0.12922526895999908,
0.016183363273739815,
-0.07953935116529465,
0.15085472166538239,
0.09272681176662445,
-0.030480073764920235,
0.33698493242263794,
-0.05534926801919937,
-0.003458617953583598,
-0.3190290331840515,
0.5613051652908325,
0.31594178080558777,
-0.0674518272280693,
0.7905559539794922,
0.46725744009017944,
-0.13364049792289734,
0.044116996228694916,
-0.3331090807914734,
-0.11144811660051346,
-0.4137783646583557,
0.24018444120883942,
-0.29590582847595215,
-0.7423202395439148,
0.9392147660255432,
0.46880391240119934,
0.24321246147155762,
0.8091391324996948,
0.349966436624527,
-0.42797109484672546,
0.7698700428009033,
0.23117627203464508,
-0.06788969039916992,
0.3300327658653259,
-0.8761460781097412,
-0.386414498090744,
-0.6736671328544617,
-0.24972623586654663,
-0.5597139000892639,
-0.5109533667564392,
-0.7121981978416443,
-0.4155995547771454,
0.12028590589761734,
-0.1826874315738678,
-0.3118595480918884,
0.4231760501861572,
-0.6551944017410278,
0.5878559350967407,
0.513974666595459,
0.28290241956710815,
-0.08642090857028961,
0.04665051028132439,
0.19312822818756104,
0.08226314932107925,
-0.7028626799583435,
-0.020274430513381958,
1.3601279258728027,
0.13003404438495636,
0.4179763197898865,
0.08204860240221024,
0.7666224241256714,
0.40031754970550537,
0.03547966852784157,
-0.5496902465820312,
0.6697616577148438,
-0.16355867683887482,
-0.948112428188324,
-0.5589799284934998,
-0.6374579668045044,
-0.9730730652809143,
-0.1192312091588974,
-0.3154714107513428,
-0.5211960673332214,
0.33040598034858704,
-0.023738302290439606,
-0.2877272367477417,
0.3912157714366913,
-0.6437550783157349,
0.8509390950202942,
-0.12279292196035385,
-0.3129200339317322,
0.22814327478408813,
-0.9558311700820923,
0.38498812913894653,
-0.1581892967224121,
0.4299663007259369,
-0.21981386840343475,
0.1093982681632042,
1.1858863830566406,
-0.8033673167228699,
0.7882009744644165,
-0.3095628321170807,
0.16965749859809875,
0.455509752035141,
-0.19202667474746704,
0.20153799653053284,
0.17851926386356354,
-0.15766075253486633,
0.4322452247142792,
0.2598448693752289,
-0.5825059413909912,
-0.5276661515235901,
0.5335356593132019,
-0.7984081506729126,
-0.32935771346092224,
-0.5503854751586914,
-0.8337926268577576,
-0.004606205970048904,
0.4646841585636139,
0.454660564661026,
0.062059566378593445,
-0.12618912756443024,
0.28880149126052856,
0.7290834784507751,
-0.269223153591156,
0.1488598734140396,
0.3469817042350769,
-0.15396860241889954,
-0.5414322018623352,
0.6733879446983337,
0.4409075975418091,
-0.05455539748072624,
0.3597744107246399,
0.1914677768945694,
-0.3379915952682495,
-0.26518213748931885,
-0.5713272094726562,
0.2733566462993622,
-0.5102400183677673,
-0.48905616998672485,
-0.49695661664009094,
-0.29242098331451416,
-0.5054852962493896,
-0.0042386651039123535,
-0.1545853167772293,
-0.6663994193077087,
-0.17057178914546967,
-0.20592236518859863,
0.7928259968757629,
0.44478777050971985,
-0.387318879365921,
0.28324875235557556,
-0.7279663681983948,
0.3028256297111511,
-0.014835699461400509,
0.3924815058708191,
-0.32071033120155334,
-0.33926206827163696,
-0.3684368431568146,
0.4201319217681885,
-0.11549112945795059,
-0.6014281511306763,
0.19347932934761047,
0.21502335369586945,
0.30476507544517517,
0.05732773244380951,
0.2168947011232376,
0.4844587743282318,
-0.0938020646572113,
1.020608901977539,
0.09246525168418884,
-0.4637538194656372,
0.4466727077960968,
-0.38991400599479675,
0.44825640320777893,
0.8383147120475769,
0.5890591144561768,
-0.39996278285980225,
-0.07950305193662643,
-0.6105003952980042,
-0.720995306968689,
0.8976887464523315,
0.41799116134643555,
0.046348415315151215,
-0.11688292026519775,
0.40858539938926697,
0.08107014745473862,
0.06979041546583176,
-0.3770517110824585,
-0.6876909732818604,
-0.22060847282409668,
-0.2208048701286316,
-0.13318133354187012,
0.0026368529070168734,
-0.34944218397140503,
-0.7419112324714661,
0.7986165285110474,
-0.023631107062101364,
0.28346627950668335,
0.3569396734237671,
0.08309139311313629,
0.04559700936079025,
-0.08336421102285385,
0.39273351430892944,
0.35839778184890747,
-0.3522893488407135,
-0.40786483883857727,
0.055653516203165054,
-0.8800003528594971,
-0.023271994665265083,
0.4100073575973511,
-0.4005802869796753,
-0.005841998383402824,
0.2981649935245514,
0.47357872128486633,
-0.03791501745581627,
-0.48942869901657104,
0.5743119120597839,
-0.34753358364105225,
-0.7286801338195801,
-0.3700498342514038,
-0.11244217306375504,
-0.12348288297653198,
0.0922391265630722,
0.25330156087875366,
-0.24237060546875,
0.04408920928835869,
-0.3380049765110016,
0.3198588490486145,
0.21120662987232208,
-0.23340453207492828,
-0.2579115927219391,
0.5895245671272278,
-0.1024579182267189,
-0.04070943221449852,
0.810174822807312,
-0.35541337728500366,
-0.5148347616195679,
0.9027115106582642,
0.02880009077489376,
0.7423675656318665,
-0.019189728423953056,
0.3803893029689789,
0.5184425711631775,
0.2890547811985016,
0.08318843692541122,
0.8225056529045105,
-0.15985284745693207,
-0.7858863472938538,
-0.2561420500278473,
-0.5641247034072876,
-0.1110454648733139,
0.22282153367996216,
-0.8526228070259094,
0.15839722752571106,
-0.3785055875778198,
-0.20815066993236542,
0.21242617070674896,
0.47485581040382385,
-1.0384656190872192,
0.3782181739807129,
-0.19423101842403412,
1.3608866930007935,
-0.9312127232551575,
0.5858785510063171,
0.825321614742279,
-0.8619546890258789,
-0.9362302422523499,
-0.24784590303897858,
0.12612374126911163,
-0.6392028331756592,
0.3923738896846771,
-0.09304576367139816,
0.5099371075630188,
0.09396179020404816,
-0.833426833152771,
-0.8240916728973389,
1.2214380502700806,
0.061005670577287674,
-0.3895686864852905,
-0.010416293516755104,
0.559211254119873,
0.49311700463294983,
-0.22814100980758667,
0.2834325432777405,
0.6504613757133484,
0.6184911727905273,
0.23090167343616486,
-0.6983423233032227,
0.3030070662498474,
-0.6401886343955994,
-0.3606807291507721,
0.1317036747932434,
-0.8173394799232483,
0.6433606147766113,
-0.11489642411470413,
-0.16949647665023804,
-0.12549419701099396,
0.5550784468650818,
0.04469047114253044,
0.185216024518013,
0.44883930683135986,
0.8686742186546326,
0.851705014705658,
-0.24621745944023132,
1.1947697401046753,
-0.3388602137565613,
0.49237045645713806,
1.020496129989624,
-0.18285833299160004,
0.665340781211853,
0.3040291965007782,
-0.36375370621681213,
0.40554317831993103,
0.6523006558418274,
-0.3488217890262604,
0.36585143208503723,
0.0716279000043869,
0.07538536936044693,
-0.19169795513153076,
0.07945647090673447,
-0.43960335850715637,
0.37867555022239685,
0.19124162197113037,
-0.22121457755565643,
-0.2681257724761963,
0.02257409133017063,
0.16344119608402252,
-0.18619677424430847,
-0.08342054486274719,
0.8024538159370422,
-0.13286568224430084,
-0.3749569058418274,
0.7224655747413635,
-0.3664820194244385,
0.3898840844631195,
-0.5756053924560547,
-0.005833836738020182,
-0.451412558555603,
-0.012037785723805428,
-0.4409373104572296,
-1.4285088777542114,
0.49018150568008423,
-0.13821278512477875,
-0.5171396732330322,
-0.01624293066561222,
0.287463903427124,
-0.3033205270767212,
-0.7606731653213501,
0.10687539726495743,
0.4483776092529297,
0.3396652936935425,
0.050414614379405975,
-1.2797414064407349,
0.1740901619195938,
0.02471276745200157,
-0.5477774739265442,
0.3410484790802002,
0.3490225076675415,
-0.10695382207632065,
0.6526306867599487,
0.6658624410629272,
-0.010351213626563549,
0.08137255162000656,
-0.15098394453525543,
1.0552623271942139,
-0.621566891670227,
-0.39573919773101807,
-0.43180909752845764,
0.7683363556861877,
-0.44018515944480896,
-0.412037193775177,
0.7575336694717407,
1.0644826889038086,
0.9511195421218872,
-0.020705342292785645,
0.9994825720787048,
-0.748348593711853,
0.6798211336135864,
-0.23023712635040283,
0.9679461717605591,
-0.9215990900993347,
0.08989033848047256,
-0.23949986696243286,
-0.6781991124153137,
-0.38121089339256287,
0.2971990406513214,
-0.24075224995613098,
-0.01894146017730236,
0.4801706373691559,
0.8843932151794434,
-0.09663305431604385,
0.23700818419456482,
0.09980332106351852,
0.20355217158794403,
0.24440118670463562,
0.5830443501472473,
0.20092663168907166,
-0.9256790280342102,
0.7631916999816895,
-0.7439525723457336,
-0.34831568598747253,
0.08615567535161972,
-0.6482143998146057,
-0.9495912790298462,
-1.048710823059082,
-0.5268016457557678,
-0.6142594218254089,
-0.03663593903183937,
0.8536810278892517,
0.6755329370498657,
-0.934032678604126,
-0.32759496569633484,
0.03785126656293869,
0.049552708864212036,
-0.3187344968318939,
-0.3243061900138855,
0.7032861709594727,
0.15618903934955597,
-0.5110214352607727,
-0.06799450516700745,
-0.1285635083913803,
-0.044660232961177826,
0.058019109070301056,
-0.07665400952100754,
-0.35512322187423706,
-0.09603113681077957,
0.5749288201332092,
0.5486925840377808,
-0.2851567566394806,
-0.08947126567363739,
0.2751395106315613,
0.02960389293730259,
0.24641238152980804,
0.3060227930545807,
-0.5521485805511475,
0.24886637926101685,
0.7467439770698547,
0.5368225574493408,
0.5503002405166626,
0.0658298060297966,
0.2074228674173355,
-0.5878574848175049,
-0.08608889579772949,
0.04486832022666931,
0.21723684668540955,
0.2545149624347687,
-0.5446680188179016,
0.6675055027008057,
0.21469509601593018,
-0.5713367462158203,
-0.8109034299850464,
-0.24407489597797394,
-1.1940968036651611,
-0.08262024074792862,
1.1800214052200317,
-0.07979975640773773,
-0.5875107049942017,
-0.18817739188671112,
-0.1860736906528473,
0.00925056915730238,
-0.43579453229904175,
0.6383212208747864,
0.7767056226730347,
-0.01990335062146187,
-0.1858408898115158,
-0.4783073663711548,
0.6290028095245361,
0.0027225962840020657,
-1.0231037139892578,
0.1901179850101471,
0.3027830421924591,
0.4111723005771637,
0.19701847434043884,
0.6528939008712769,
-0.12715764343738556,
0.24313098192214966,
0.18603400886058807,
0.10737859457731247,
-0.16098840534687042,
0.008695469237864017,
-0.05458832532167435,
-0.047579843550920486,
-0.5490991473197937,
-0.17496100068092346
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
pythainlp/final_training_set_v1 | pythainlp | 2023-04-29T07:06:04Z | 387 | 1 | null | [
"task_categories:conversational",
"task_categories:text-generation",
"language:en",
"region:us"
] | 2023-04-29T07:06:04Z | 2023-04-13T16:52:49.000Z | 2023-04-13T16:52:49 | ---
dataset_info:
features:
- name: text
dtype: string
- name: metadata
struct:
- name: source
dtype: string
- name: nb_token
dtype: int64
splits:
- name: train
num_bytes: 337155434.9768474
num_examples: 405760
- name: test
num_bytes: 1277960.0231525812
num_examples: 1538
download_size: 191404581
dataset_size: 338433395
task_categories:
- conversational
- text-generation
language:
- en
---
# Dataset Card for "final_training_set_v1"
Finetuning datasets for [WangChanGLM](https://github.com/pythainlp/wangchanglm) sourced from [LAION OIG chip2 and infill_dbpedia](https://huggingface.co/datasets/laion/OIG) ([Apache-2.0](https://github.com/pythainlp/wangchanglm/blob/main/LICENSE)), [DataBricks Dolly v2](https://github.com/databrickslabs/dolly) ([Apache-2.0](https://github.com/pythainlp/wangchanglm/blob/main/LICENSE)), [OpenAI TL;DR](https://github.com/openai/summarize-from-feedback) ([MIT](https://opensource.org/license/mit/)), and [Hello-SimpleAI HC3](https://huggingface.co/datasets/Hello-SimpleAI/HC3) ([CC-BY SA](https://creativecommons.org/licenses/by-sa/4.0/)) | [
-0.30780842900276184,
-0.15831966698169708,
-0.053736817091703415,
0.2001485675573349,
-0.28728538751602173,
-0.26188844442367554,
0.09423740953207016,
-0.22124817967414856,
-0.03919515386223793,
0.5006067752838135,
-0.6744905710220337,
-0.5618742108345032,
-0.22906364500522614,
-0.10884395986795425,
-0.09507493674755096,
1.3381098508834839,
-0.25821661949157715,
0.25192779302597046,
-0.3868723213672638,
-0.6495643258094788,
-0.4051109850406647,
-0.36788368225097656,
-0.6166592240333557,
-0.7342228293418884,
0.5111122727394104,
0.7555854916572571,
0.7577735781669617,
0.6172630190849304,
0.686920166015625,
0.12485029548406601,
0.05119537189602852,
0.023937813937664032,
-0.6387373208999634,
-0.2953079640865326,
-0.029943933710455894,
-0.3868902623653412,
-0.7161124348640442,
0.025698017328977585,
0.7419540286064148,
0.4855750501155853,
-0.19679851830005646,
0.6398863196372986,
-0.1059710904955864,
0.8729760646820068,
-0.6487094759941101,
0.2760496437549591,
-0.46726396679878235,
0.40127789974212646,
-0.44368597865104675,
0.03067467175424099,
-0.22068089246749878,
-0.49478527903556824,
0.27400118112564087,
-0.9555111527442932,
0.2262122929096222,
0.016286320984363556,
1.3013442754745483,
0.4799036383628845,
-0.14880366623401642,
-0.05725545063614845,
-0.3845643699169159,
0.8712813258171082,
-0.7951479554176331,
0.17766276001930237,
0.7710224986076355,
0.6185482144355774,
-0.04635210335254669,
-0.9564256072044373,
-0.37005215883255005,
0.09034743905067444,
-0.28270959854125977,
0.2515828609466553,
0.09030786156654358,
-0.08303449302911758,
0.6434973478317261,
0.7195058465003967,
-0.767911970615387,
0.09353268891572952,
-0.7781967520713806,
0.038710739463567734,
0.7913501858711243,
0.36532166600227356,
-0.24175995588302612,
-0.18484392762184143,
-0.1604527235031128,
-0.44513383507728577,
-0.7869658470153809,
0.08234987407922745,
0.4517890214920044,
0.17531229555606842,
-0.8250823020935059,
0.45789048075675964,
-0.3967258334159851,
0.8041538596153259,
-0.20722085237503052,
-0.17738765478134155,
1.016105055809021,
-0.17592839896678925,
-0.5649400949478149,
-0.04504035785794258,
0.7107460498809814,
0.34947821497917175,
0.00251864455640316,
0.1217818409204483,
0.022614112123847008,
-0.35261082649230957,
-0.010731909424066544,
-1.072416067123413,
-0.6207643151283264,
0.6501600742340088,
-0.7347825765609741,
-0.602379322052002,
0.41085362434387207,
-0.9593493938446045,
-0.4135216772556305,
-0.5602750182151794,
0.23921836912631989,
-0.2704874575138092,
-0.5642433166503906,
-0.06608811020851135,
-0.2855396568775177,
1.04909086227417,
0.14124879240989685,
-1.120682716369629,
0.25209200382232666,
0.7469826340675354,
0.9327893257141113,
-0.14651526510715485,
-0.16916179656982422,
-0.29793858528137207,
0.0794682502746582,
-0.3509490489959717,
0.5559240579605103,
-0.11166944354772568,
-0.48178499937057495,
0.201362743973732,
0.34802135825157166,
0.1908755749464035,
-0.6892815828323364,
0.9643037915229797,
-0.3853965699672699,
0.30702418088912964,
-0.5496061444282532,
-0.44943976402282715,
-0.130407452583313,
0.3300171196460724,
-0.8132308721542358,
1.3493890762329102,
0.3637239933013916,
-0.8868094086647034,
0.5227281451225281,
-0.7405638694763184,
-0.524007260799408,
0.0005067189340479672,
-0.5110699534416199,
-0.9847710132598877,
-0.25963249802589417,
0.03621930629014969,
0.5649493932723999,
-0.44387662410736084,
0.264821857213974,
-0.2945612967014313,
-0.34950488805770874,
-0.11274013668298721,
-0.301311731338501,
1.282220482826233,
0.3713465929031372,
-0.193626269698143,
0.22121547162532806,
-1.2480534315109253,
0.3184783160686493,
0.30740776658058167,
-0.3252682089805603,
-0.05682802572846413,
-0.35267260670661926,
0.18673747777938843,
-0.007307679858058691,
0.08760428428649902,
-0.48632651567459106,
0.2843785583972931,
-0.2219250202178955,
0.225913405418396,
0.8988894820213318,
-0.24390403926372528,
0.14635497331619263,
-0.6050420999526978,
0.19566033780574799,
0.1605493128299713,
0.5322655439376831,
-0.0756988674402237,
-0.5491703748703003,
-0.8325130343437195,
-0.13646037876605988,
0.22867102921009064,
0.5030524730682373,
-0.5873983502388,
0.5559431314468384,
-0.4181133806705475,
-0.8391624093055725,
-0.7371617555618286,
-0.18797816336154938,
0.3885655105113983,
0.5938264727592468,
0.5442990064620972,
0.02493789978325367,
-0.7553500533103943,
-0.8204895257949829,
0.27355843782424927,
0.0172280240803957,
-0.12627795338630676,
0.2914069592952728,
0.7561681866645813,
-0.018894705921411514,
0.9432423114776611,
-0.6509883403778076,
-0.349240779876709,
0.12473037838935852,
-0.11965196579694748,
0.6012423634529114,
0.7645065188407898,
0.7998129725456238,
-0.8214573264122009,
-0.5883700251579285,
0.16390754282474518,
-0.867087185382843,
0.3558726906776428,
-0.10038056969642639,
-0.36520814895629883,
0.1145242303609848,
0.19611108303070068,
-0.4674833118915558,
0.6681748032569885,
0.43761420249938965,
-0.25693920254707336,
0.6875615119934082,
-0.09857988357543945,
0.15563786029815674,
-1.2352300882339478,
0.45156461000442505,
-0.19048097729682922,
-0.18333183228969574,
-0.30180397629737854,
-0.0685679018497467,
-0.04298354685306549,
0.15562540292739868,
-0.478017121553421,
0.7691066861152649,
-0.2931497097015381,
-0.20812933146953583,
0.10165014117956161,
-0.35684648156166077,
-0.05378689989447594,
0.5750741362571716,
-0.007166965398937464,
0.5678602457046509,
0.9799367785453796,
-0.584580659866333,
0.7601315379142761,
0.5729097723960876,
-0.33265355229377747,
0.5258338451385498,
-0.8178050518035889,
0.1582878679037094,
-0.004005989525467157,
0.251626580953598,
-0.5891499519348145,
-0.8592419624328613,
0.7266318798065186,
-0.4415208399295807,
0.3757011890411377,
-0.30097997188568115,
-0.37885239720344543,
-0.42810800671577454,
-0.7457200288772583,
0.4165586531162262,
0.9169431924819946,
-1.020438551902771,
0.1853531301021576,
0.15260615944862366,
0.5228394865989685,
-0.7215456962585449,
-1.1357336044311523,
-0.4795951545238495,
-0.12966854870319366,
-0.2998252809047699,
0.42269283533096313,
-0.3102758526802063,
-0.025411799550056458,
0.06303046643733978,
-0.07015244662761688,
-0.14690198004245758,
-0.39365386962890625,
0.5088792443275452,
0.3990095555782318,
-0.34871041774749756,
-0.09546137601137161,
-0.051676519215106964,
-0.3034651577472687,
-0.07670203596353531,
-0.22589311003684998,
0.32282721996307373,
0.0016842230688780546,
-0.3299133777618408,
-0.5699090361595154,
-0.16364052891731262,
0.36237239837646484,
-0.008950806222856045,
0.8925079107284546,
0.9965836405754089,
-0.6159251928329468,
-0.11359109729528427,
-0.4220935106277466,
-0.06430346518754959,
-0.4859265685081482,
0.19782444834709167,
-0.38648298382759094,
-0.6312143802642822,
0.5508338212966919,
-0.058312609791755676,
0.4267023503780365,
0.5904036164283752,
0.4954150915145874,
-0.020953182131052017,
0.5501949191093445,
0.12236546725034714,
-0.329630970954895,
0.6720080375671387,
-0.787639319896698,
-0.2622011601924896,
-0.9981192946434021,
-0.46087002754211426,
-0.5826638340950012,
-0.20358073711395264,
-0.6669450402259827,
-0.17405207455158234,
0.02531256154179573,
0.08515054732561111,
-0.6029343008995056,
0.3747017979621887,
-0.5943968892097473,
0.6827463507652283,
0.768361508846283,
0.25336194038391113,
-0.11480206996202469,
0.46338987350463867,
0.11835138499736786,
0.21576343476772308,
-0.7216089963912964,
-0.26066216826438904,
1.6910454034805298,
0.35297369956970215,
0.5392110347747803,
-0.03487994149327278,
0.5627772808074951,
0.1418895423412323,
0.2828148603439331,
-0.41176342964172363,
0.37071511149406433,
-0.39048928022384644,
-0.7052553296089172,
-0.27197885513305664,
-0.4994103014469147,
-0.9366919994354248,
-0.15391643345355988,
-0.07740592211484909,
-0.46354514360427856,
0.2830541729927063,
0.2565784752368927,
-0.3342815637588501,
0.5143080353736877,
-0.3428681194782257,
1.1266695261001587,
0.07331021875143051,
-0.5013399124145508,
-0.09622537344694138,
-0.7655605673789978,
0.4020335376262665,
0.12111929059028625,
-0.021437104791402817,
-0.1310301274061203,
0.2533929944038391,
0.9719395637512207,
-0.8810020089149475,
0.618970513343811,
-0.4304177165031433,
0.15332572162151337,
0.5720503330230713,
-0.6374870538711548,
0.4792705774307251,
0.22783945500850677,
-0.43904730677604675,
0.3400195837020874,
0.17349691689014435,
-0.7419829368591309,
-0.34814897179603577,
0.692485511302948,
-1.2088688611984253,
0.20015627145767212,
-0.5171528458595276,
-0.1801406741142273,
0.0018317785579711199,
0.2033817172050476,
0.7345306277275085,
0.8437539935112,
0.03777502849698067,
0.40620771050453186,
0.864517092704773,
-0.08280108124017715,
0.23112542927265167,
0.18069203197956085,
-0.12352615594863892,
-0.7855544090270996,
1.1404242515563965,
-0.11468789726495743,
0.2982946038246155,
0.1226004809141159,
0.17245358228683472,
-0.05302814394235611,
-0.7020000219345093,
-0.6532446146011353,
0.14193300902843475,
-0.8610512614250183,
-0.5273341536521912,
-0.2021895796060562,
-0.5107502341270447,
-0.46258994936943054,
-0.08866574615240097,
-0.3938541114330292,
-0.37941840291023254,
-0.5366355776786804,
-0.2651664912700653,
0.6929198503494263,
0.491250216960907,
-0.47466152906417847,
0.5273570418357849,
-0.63365238904953,
0.4451543390750885,
0.20608553290367126,
0.6114179491996765,
-0.10378464311361313,
-0.7274698615074158,
-0.5369206666946411,
0.09514692425727844,
-0.2604781985282898,
-0.43795251846313477,
-0.13148777186870575,
0.12924914062023163,
0.6762697100639343,
0.39086857438087463,
-0.14147187769412994,
0.851686954498291,
-0.10077179968357086,
1.0692793130874634,
0.35421988368034363,
-0.30213674902915955,
0.5834464430809021,
-0.3641306459903717,
0.240873321890831,
0.9234976172447205,
0.4992307722568512,
-0.32726743817329407,
0.29602447152137756,
-0.5901502966880798,
-0.8374346494674683,
1.0485568046569824,
0.193414568901062,
-0.07091627269983292,
0.4222199618816376,
0.7278887033462524,
0.3715842366218567,
0.05981995165348053,
-0.9099547863006592,
-0.7494176626205444,
-0.2821768820285797,
-0.5159154534339905,
0.4947131872177124,
-0.19589215517044067,
-0.34466785192489624,
-0.43610915541648865,
1.1833032369613647,
0.007529162801802158,
0.0947880819439888,
0.27247270941734314,
0.25362467765808105,
-0.330861359834671,
-0.22422239184379578,
0.423299103975296,
0.5369183421134949,
-0.5727452039718628,
-0.4379476010799408,
0.11283056437969208,
-0.7784127593040466,
-0.0905754342675209,
0.12222360819578171,
-0.503937840461731,
0.0313962921500206,
0.6833667755126953,
1.1318821907043457,
-0.14408452808856964,
-0.4053090214729309,
0.43460363149642944,
-0.10902895778417587,
-0.4250119924545288,
-0.6088831424713135,
0.26927420496940613,
-0.4166710376739502,
0.14037853479385376,
0.06395650655031204,
0.32121679186820984,
0.017115987837314606,
-0.3410212993621826,
0.19932278990745544,
0.10541241616010666,
-0.3421423137187958,
-0.29185253381729126,
0.5717320442199707,
0.029914332553744316,
0.03931836411356926,
0.8740978240966797,
-0.5887610912322998,
-0.05814977362751961,
0.7506882548332214,
0.23645801842212677,
1.0207031965255737,
-0.15726231038570404,
0.14392481744289398,
1.0540544986724854,
0.12180826812982559,
-0.18290135264396667,
0.6880866289138794,
-0.09247824549674988,
-0.5841860771179199,
-0.16084261238574982,
-0.5724132061004639,
-0.3592805564403534,
0.388231486082077,
-0.900708794593811,
0.8484225869178772,
-0.5948494672775269,
0.030256832018494606,
-0.24321991205215454,
0.09157472848892212,
-1.0751888751983643,
0.2682743966579437,
0.12513722479343414,
0.9213528037071228,
-0.6231933832168579,
0.9733422994613647,
0.6897377371788025,
-0.5321003198623657,
-0.9713435173034668,
-0.2369934320449829,
-0.007345369551330805,
-0.6398748159408569,
0.445711225271225,
0.043632153421640396,
0.3987576365470886,
-0.13179972767829895,
-0.6741577386856079,
-0.8197733163833618,
1.833664059638977,
0.10717175155878067,
-0.6209254860877991,
0.2856157422065735,
0.42899027466773987,
0.25286081433296204,
-0.004621352069079876,
0.4790184795856476,
0.7692382335662842,
0.47223010659217834,
0.5494334101676941,
-0.9065412282943726,
-0.20790335536003113,
-0.25812453031539917,
-0.3697284758090973,
-0.11127560585737228,
-0.9700225591659546,
0.8712074160575867,
-0.21785125136375427,
0.01630237326025963,
0.34367066621780396,
0.8192107677459717,
0.5268175601959229,
0.4562145173549652,
0.2281874120235443,
0.8282444477081299,
0.9031911492347717,
-0.26999902725219727,
0.8538274765014648,
-0.0015901370206847787,
0.5463820695877075,
1.478113055229187,
0.0030910344794392586,
0.7545670866966248,
0.15800099074840546,
-0.47476285696029663,
0.39930570125579834,
1.0706892013549805,
-0.4163295328617096,
0.8531699776649475,
0.26886704564094543,
-0.03354126960039139,
0.2661658525466919,
0.13304980099201202,
-0.9153463244438171,
0.05930523946881294,
0.29810112714767456,
-0.15920734405517578,
-0.057077035307884216,
-0.01593964174389839,
0.20371173322200775,
-0.5846452116966248,
-0.41547155380249023,
0.6906232833862305,
-0.06486689299345016,
-0.34219682216644287,
0.5659592151641846,
-0.1066114604473114,
0.6894181370735168,
-1.0222423076629639,
-0.33399978280067444,
-0.494942843914032,
0.19291239976882935,
-0.8397681713104248,
-0.8176078796386719,
0.32039183378219604,
-0.07224249839782715,
0.01590164564549923,
0.04101600497961044,
0.6986882090568542,
-0.3560623824596405,
-0.585263192653656,
-0.006903370842337608,
-0.08031381666660309,
0.3309434950351715,
0.5741583108901978,
-0.8200989961624146,
0.3622376620769501,
0.08941519260406494,
-0.5014389157295227,
0.24640841782093048,
0.37383460998535156,
0.25462639331817627,
0.3431641459465027,
0.6622582674026489,
-0.05453953146934509,
0.12599961459636688,
0.23592187464237213,
0.9253566861152649,
-0.3510963022708893,
-0.33962109684944153,
-0.7293156385421753,
0.8053562045097351,
-0.4568195641040802,
-0.8805426359176636,
0.4541151225566864,
0.9942559003829956,
1.2404870986938477,
-0.21190927922725677,
0.9462074041366577,
-0.33011168241500854,
0.3189592957496643,
-0.6910914778709412,
0.6465293765068054,
-0.659690797328949,
-0.07751219719648361,
-0.23014158010482788,
-0.787652313709259,
-0.4918317496776581,
0.6836702227592468,
0.059478048235177994,
0.07369228452444077,
0.44072479009628296,
0.7796890139579773,
-0.251035213470459,
0.23007571697235107,
0.10760027170181274,
0.21266673505306244,
0.5250259041786194,
0.4206041395664215,
0.38080382347106934,
-0.8995118737220764,
0.47102487087249756,
-0.4448002278804779,
-0.3854612112045288,
-0.11734764277935028,
-0.8849392533302307,
-0.994831383228302,
-0.5628952980041504,
-0.6821807622909546,
-0.3659035563468933,
-0.16915370523929596,
1.0862261056900024,
1.1323165893554688,
-1.2614672183990479,
-0.301676869392395,
-0.27221307158470154,
-0.03256402164697647,
-0.01885802671313286,
-0.1913212537765503,
0.9843360781669617,
-0.12977465987205505,
-0.430726557970047,
0.003143537323921919,
-0.12161775678396225,
0.1545732170343399,
-0.17736241221427917,
-0.5436261892318726,
0.14203155040740967,
-0.4504079520702362,
0.2988222539424896,
0.5150458812713623,
-0.5272517800331116,
-0.28757378458976746,
-0.38009026646614075,
0.1160244569182396,
0.258035808801651,
0.6620103716850281,
-0.6584622859954834,
0.2759515643119812,
0.5887759923934937,
0.5429341197013855,
0.514792263507843,
-0.26263996958732605,
0.013376578688621521,
-0.812443733215332,
0.4537574350833893,
-0.0900365561246872,
0.34346696734428406,
0.3930237591266632,
-0.1270851045846939,
1.172108769416809,
0.2796517312526703,
-0.615469217300415,
-0.9247251749038696,
-0.16136975586414337,
-1.0260642766952515,
0.20611469447612762,
1.083224892616272,
-0.20981991291046143,
-0.2701813578605652,
0.24269671738147736,
-0.36237871646881104,
0.29175442457199097,
-0.07822920382022858,
0.37772953510284424,
0.6776567697525024,
0.02757822535932064,
0.049556415528059006,
-0.8325305581092834,
0.9749001860618591,
0.11995752155780792,
-1.2082408666610718,
0.14259979128837585,
0.25071215629577637,
0.12089471518993378,
-0.019920919090509415,
0.8025705814361572,
-0.333589106798172,
0.2924109101295471,
0.139060840010643,
0.020123817026615143,
-0.3087335228919983,
-0.2626233696937561,
-0.3146999478340149,
-0.26497989892959595,
-0.08585212379693985,
-0.6516643762588501
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
Icaruas/Instruct_clean | Icaruas | 2023-11-18T03:32:47Z | 387 | 0 | null | [
"region:us"
] | 2023-11-18T03:32:47Z | 2023-10-12T19:59:50.000Z | 2023-10-12T19:59:50 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
newspop | null | 2022-11-03T16:31:06Z | 386 | 2 | null | [
"task_categories:text-classification",
"task_ids:text-scoring",
"annotations_creators:crowdsourced",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:10K<n<100K",
"source_datasets:original",
"language:en",
"license:cc-by-4.0",
"social-media-shares-prediction",
"arxiv:1801.07055",
"region:us"
] | 2022-11-03T16:31:06Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- crowdsourced
language_creators:
- found
language:
- en
license:
- cc-by-4.0
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
source_datasets:
- original
task_categories:
- text-classification
task_ids:
- text-scoring
paperswithcode_id: null
pretty_name: News Popularity in Multiple Social Media Platforms
tags:
- social-media-shares-prediction
dataset_info:
features:
- name: id
dtype: int32
- name: title
dtype: string
- name: headline
dtype: string
- name: source
dtype: string
- name: topic
dtype: string
- name: publish_date
dtype: string
- name: facebook
dtype: int32
- name: google_plus
dtype: int32
- name: linked_in
dtype: int32
splits:
- name: train
num_bytes: 27927641
num_examples: 93239
download_size: 30338277
dataset_size: 27927641
---
# Dataset Card for News Popularity in Multiple Social Media Platforms
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [UCI](https://archive.ics.uci.edu/ml/datasets/News+Popularity+in+Multiple+Social+Media+Platforms)
- **Repository:**
- **Paper:** [Arxiv](https://arxiv.org/abs/1801.07055)
- **Leaderboard:** [Kaggle](https://www.kaggle.com/nikhiljohnk/news-popularity-in-multiple-social-media-platforms/code)
- **Point of Contact:**
### Dataset Summary
Social sharing data across Facebook, Google+ and LinkedIn for 100k news items on the topics of: economy, microsoft, obama and palestine.
### Supported Tasks and Leaderboards
Popularity prediction/shares prediction
### Languages
English
## Dataset Structure
### Data Instances
```
{ "id": 35873,
"title": "Microsoft's 'teen girl' AI turns into a Hitler-loving sex robot within 24 ...",
"headline": "Developers at Microsoft created 'Tay', an AI modelled to speak 'like a teen girl', in order to improve the customer service on their voice",
"source": "Telegraph.co.uk",
"topic": "microsoft",
"publish_date": "2016-03-24 09:53:54",
"facebook": 22346,
"google_plus": 973,
"linked_in": 1009
}
```
### Data Fields
- id: the sentence id in the source dataset
- title: the title of the link as shared on social media
- headline: the headline, or sometimes the lede of the story
- source: the source news site
- topic: the topic: one of "economy", "microsoft", "obama" and "palestine"
- publish_date: the date the original article was published
- facebook: the number of Facebook shares, or -1 if this data wasn't collected
- google_plus: the number of Google+ likes, or -1 if this data wasn't collected
- linked_in: the number of LinkedIn shares, or -1 if if this data wasn't collected
### Data Splits
None
## Dataset Creation
### Curation Rationale
### Source Data
#### Initial Data Collection and Normalization
#### Who are the source language producers?
The source headlines were by journalists, while the titles were written by the
people sharing it on social media.
### Annotations
#### Annotation process
The 'annotations' are simply the number of shares, or likes in the case of
Google+ as collected from various API endpoints.
#### Who are the annotators?
Social media users.
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
License: Creative Commons Attribution 4.0 International License (CC-BY)
### Citation Information
```
@article{Moniz2018MultiSourceSF,
title={Multi-Source Social Feedback of Online News Feeds},
author={N. Moniz and L. Torgo},
journal={ArXiv},
year={2018},
volume={abs/1801.07055}
}
```
### Contributions
Thanks to [@frankier](https://github.com/frankier) for adding this dataset. | [
-0.48275020718574524,
-0.7931525111198425,
0.24861738085746765,
0.6024652719497681,
-0.33654332160949707,
0.050319161266088486,
-0.34018781781196594,
-0.3943183124065399,
0.8137790560722351,
0.09518664330244064,
-0.6638916730880737,
-1.1053003072738647,
-0.7823988199234009,
-0.007797103840857744,
-0.4573974609375,
1.1116689443588257,
0.053862784057855606,
-0.24435457587242126,
-0.08774452656507492,
-0.2216898500919342,
-0.10523423552513123,
-0.48284053802490234,
-0.49475377798080444,
0.14869970083236694,
0.658206582069397,
0.522750973701477,
0.7032034993171692,
0.7117900848388672,
0.6047645807266235,
0.22660653293132782,
0.008618881925940514,
0.22455273568630219,
-0.69065922498703,
-0.36433857679367065,
-0.010896872729063034,
-0.09505429118871689,
-0.6181895136833191,
0.29632967710494995,
0.8242136240005493,
0.6285701990127563,
0.01981010101735592,
0.510369062423706,
0.24848411977291107,
0.90077143907547,
-0.19354553520679474,
0.28905272483825684,
-0.5860983729362488,
-0.1948593258857727,
-0.13204003870487213,
-0.06423599272966385,
0.027198519557714462,
-0.7546202540397644,
-0.14973825216293335,
-0.5646243095397949,
0.013777181506156921,
-0.05538855120539665,
1.1025400161743164,
-0.19906435906887054,
-0.44534832239151,
-0.14286938309669495,
-0.3962094187736511,
0.6575742363929749,
-0.6672045588493347,
0.19903811812400818,
0.28694355487823486,
0.1767997145652771,
0.03263142332434654,
-0.496532142162323,
-0.5774269700050354,
0.20008377730846405,
-0.13700203597545624,
0.24864041805267334,
-0.2753481864929199,
-0.3888920843601227,
0.2602913975715637,
0.23929090797901154,
-0.5101712346076965,
-0.21469897031784058,
-0.6699211001396179,
-0.011852134019136429,
0.8884422183036804,
-0.05447287857532501,
0.15415231883525848,
-0.6380693316459656,
-0.1911989450454712,
-0.04324563220143318,
-0.3699634075164795,
0.15856871008872986,
0.6814407110214233,
0.5105302333831787,
-0.624840259552002,
0.7130697965621948,
-0.4821089804172516,
0.5097798705101013,
-0.09741107374429703,
-0.05346657708287239,
0.9494056105613708,
-0.8105874061584473,
0.14786386489868164,
0.04598526656627655,
1.0239636898040771,
0.9379624128341675,
0.23033855855464935,
0.20040439069271088,
0.3145504295825958,
0.01338634081184864,
0.059855081140995026,
-0.705399215221405,
0.09885277599096298,
0.3727491497993469,
-0.817319393157959,
-0.4748679995536804,
0.550544023513794,
-0.9498767256736755,
-0.33375513553619385,
-0.2065506875514984,
0.10810251533985138,
-0.07166796922683716,
-0.3973802924156189,
0.15293756127357483,
-0.25842660665512085,
0.1942760944366455,
0.05858425796031952,
-0.32477837800979614,
0.09812702238559723,
0.6091429591178894,
1.0178381204605103,
-0.19073863327503204,
-0.34991583228111267,
-0.2870445251464844,
0.13931818306446075,
-0.22349883615970612,
0.7603001594543457,
-0.3836449086666107,
-0.30673888325691223,
0.14772050082683563,
0.4063261151313782,
0.07925177365541458,
-0.15015742182731628,
0.785763680934906,
-0.21713519096374512,
0.14741607010364532,
-0.8542157411575317,
-0.37084075808525085,
-0.06744146347045898,
0.3127218782901764,
-0.8342294692993164,
1.048284888267517,
0.008141685277223587,
-0.9286437630653381,
0.7042206525802612,
-0.8072624206542969,
-0.5208535194396973,
-0.1667960286140442,
-0.1047721803188324,
-0.4919958710670471,
-0.39244788885116577,
0.32917386293411255,
0.6470033526420593,
-0.234222412109375,
0.2782539129257202,
-0.6702173948287964,
-0.17955589294433594,
-0.032260164618492126,
-0.23290301859378815,
1.1003262996673584,
0.18492290377616882,
-0.19411715865135193,
0.2283988893032074,
-0.970412015914917,
-0.22975407540798187,
0.24720261991024017,
-0.2891883850097656,
-0.25547271966934204,
-0.10847864300012589,
0.2074735462665558,
0.4435177445411682,
0.3468269109725952,
-0.5996348261833191,
0.20396895706653595,
-0.048558931797742844,
0.4140334725379944,
0.5587751865386963,
0.4000365436077118,
0.3165189325809479,
-0.6984876394271851,
0.16668520867824554,
0.15224386751651764,
0.35389411449432373,
0.15509732067584991,
-0.7965856790542603,
-0.34729546308517456,
-0.05540333315730095,
0.10300092399120331,
0.44929641485214233,
-0.4578801691532135,
0.6502980589866638,
-0.5368896722793579,
-0.8161163926124573,
-0.5710976719856262,
0.37044501304626465,
0.11145128309726715,
0.33618417382240295,
0.2487749457359314,
-0.24180959165096283,
-0.656619668006897,
-0.8531962633132935,
-0.3296990692615509,
-0.057800620794296265,
0.1734241098165512,
0.7188637256622314,
0.46703124046325684,
-0.1767490953207016,
0.8795332312583923,
-0.5062070488929749,
-0.28852578997612,
-0.397844135761261,
0.12803824245929718,
0.5249786972999573,
0.3767029643058777,
0.7029886245727539,
-1.1202945709228516,
-0.6693576574325562,
-0.22685770690441132,
-0.7949492335319519,
-0.1018608883023262,
-0.17994563281536102,
-0.38726818561553955,
0.23141784965991974,
0.3025796115398407,
-0.5512064695358276,
0.6003897786140442,
0.6134084463119507,
-0.4547792673110962,
0.4338077902793884,
0.14390715956687927,
0.5204288363456726,
-1.3609445095062256,
0.09374073147773743,
0.42915409803390503,
0.11303173005580902,
-0.4870414435863495,
-0.524688720703125,
-0.10317806154489517,
0.009904014877974987,
-0.5218490958213806,
0.6778656840324402,
-0.24581670761108398,
-0.05496321618556976,
0.12010249495506287,
0.26325708627700806,
0.06340426206588745,
0.29193636775016785,
-0.13971355557441711,
0.4420470595359802,
0.7358365058898926,
-0.5982091426849365,
0.3916057050228119,
0.24641475081443787,
-0.40013062953948975,
0.4530021846294403,
-0.8416517376899719,
-0.2131827473640442,
-0.26359856128692627,
0.48618847131729126,
-1.124758243560791,
-0.3290185332298279,
0.4846804440021515,
-0.7497472763061523,
-0.31795281171798706,
0.006122040096670389,
-0.8061681389808655,
-0.586627721786499,
-0.7660550475120544,
0.03349507227540016,
0.1627923548221588,
-0.31430330872535706,
0.35518020391464233,
0.49086928367614746,
-0.010553414933383465,
-0.5213332176208496,
-0.7268122434616089,
-0.03729942440986633,
-0.17523616552352905,
-0.8570689558982849,
0.3686051070690155,
-0.1452309489250183,
-0.2072003036737442,
0.27926474809646606,
0.1785506010055542,
0.19322946667671204,
-0.20832352340221405,
0.2938140034675598,
0.21963290870189667,
0.10343313962221146,
0.16445261240005493,
0.007566927932202816,
-0.028894299641251564,
-0.08655812591314316,
-0.040752846747636795,
0.6560530662536621,
-0.13252973556518555,
-0.32374823093414307,
-0.7435082793235779,
0.4310441017150879,
0.43767672777175903,
-0.08270107209682465,
1.0253844261169434,
1.0281486511230469,
-0.27081653475761414,
0.2103041708469391,
-0.6657184362411499,
-0.2432354986667633,
-0.42823082208633423,
0.4562419354915619,
0.051748450845479965,
-0.5998152494430542,
0.8874513506889343,
0.3350791037082672,
0.30877652764320374,
0.8533763885498047,
0.6138813495635986,
0.04122614488005638,
0.9021676182746887,
0.37873750925064087,
-0.5462188124656677,
0.6304311752319336,
-0.4555753171443939,
0.1099209412932396,
-0.30757153034210205,
-0.18365071713924408,
-0.5404651761054993,
-0.7737045288085938,
-1.0273188352584839,
-0.1497093141078949,
-0.02359304390847683,
-0.17641830444335938,
-0.32086536288261414,
0.47619929909706116,
-0.5282020568847656,
0.2020915299654007,
0.96368008852005,
0.23609659075737,
0.1984260380268097,
0.2655208110809326,
0.283738911151886,
0.04885091260075569,
-0.5744343996047974,
-0.3276202976703644,
1.2488919496536255,
0.20801590383052826,
0.5596920251846313,
0.0257472712546587,
0.8228633999824524,
0.39713746309280396,
0.16089949011802673,
-0.4892807602882385,
0.580160915851593,
-0.2725336253643036,
-0.7976344227790833,
-0.21502873301506042,
-0.6467141509056091,
-0.9333151578903198,
-0.30361422896385193,
-0.2628548741340637,
-0.7174307107925415,
0.5155155658721924,
-0.11671879142522812,
-0.37857142090797424,
0.45816677808761597,
-0.7543293237686157,
0.8415704965591431,
-0.11224938929080963,
-0.3569064140319824,
-0.20546407997608185,
-0.7348007559776306,
0.14517004787921906,
0.23269690573215485,
0.4957427680492401,
-0.1666058748960495,
-0.13225321471691132,
1.0238970518112183,
-0.16670089960098267,
1.0192478895187378,
-0.25640013813972473,
0.10902342200279236,
0.5491480827331543,
-0.5592707991600037,
0.5943912267684937,
0.19123655557632446,
-0.17013312876224518,
0.4940771162509918,
-0.19881972670555115,
-0.40879425406455994,
-0.2758365869522095,
0.8933932185173035,
-0.8959115743637085,
-0.2022828608751297,
-0.34029221534729004,
-0.6081700921058655,
-0.05061803758144379,
0.2436910718679428,
0.3275158703327179,
0.371345192193985,
-0.0039564743638038635,
0.6917286515235901,
0.24983949959278107,
-0.25742998719215393,
0.4295366108417511,
0.30443137884140015,
-0.186174213886261,
-0.64801424741745,
0.9404877424240112,
0.6355240345001221,
0.034631017595529556,
0.13276773691177368,
0.044140785932540894,
-0.313856303691864,
-0.2348061352968216,
-0.14366856217384338,
0.35030096769332886,
-0.493149995803833,
0.0003191106952726841,
-0.7703886032104492,
-0.4123668074607849,
-0.6178691387176514,
-0.2540184557437897,
-0.2172551453113556,
-0.3660251200199127,
-0.4455835521221161,
-0.44664475321769714,
0.6523968577384949,
0.421619176864624,
-0.39257994294166565,
0.3019578158855438,
-0.6016910076141357,
0.412797749042511,
0.17590318620204926,
0.70026695728302,
0.015802931040525436,
-0.31297770142555237,
-0.2782210409641266,
0.2922353148460388,
-0.2579284608364105,
-0.9020408391952515,
0.37504881620407104,
0.020398356020450592,
0.5543797612190247,
0.40124237537384033,
0.19166570901870728,
0.5499456524848938,
-0.057732582092285156,
0.8698377013206482,
0.17357735335826874,
-0.29279160499572754,
0.4803586006164551,
-0.6878423094749451,
0.1869877278804779,
0.827555775642395,
0.6220554709434509,
-0.6825757026672363,
-0.35472849011421204,
-0.9333546757698059,
-1.130532145500183,
0.6326963305473328,
0.2792099714279175,
0.43347233533859253,
-0.282770037651062,
0.28156334161758423,
-0.0038434152957051992,
0.5214872360229492,
-0.9528164863586426,
-0.895142138004303,
-0.1787886768579483,
-0.2536703646183014,
0.12019272893667221,
-0.33832067251205444,
-0.12227905541658401,
-0.5442272424697876,
0.753460168838501,
0.22395898401737213,
0.4097132980823517,
0.033529408276081085,
0.23131385445594788,
-0.03789852559566498,
0.14464157819747925,
0.35999050736427307,
0.7901675701141357,
-0.44718319177627563,
-0.24698640406131744,
-0.27097088098526,
-0.6098048686981201,
-0.34499967098236084,
0.4665515422821045,
-0.4229055643081665,
0.18692021071910858,
0.05772880092263222,
0.6040825247764587,
0.11336524039506912,
-0.31902018189430237,
0.5825066566467285,
-0.0453641377389431,
-0.5622856020927429,
-0.3880482614040375,
-0.2119455486536026,
0.20601820945739746,
0.2926836907863617,
0.635473370552063,
0.028151392936706543,
0.2038242220878601,
-0.6648895144462585,
0.46887609362602234,
0.3277379870414734,
-0.5332231521606445,
-0.20727437734603882,
0.5358384251594543,
0.029623689129948616,
-0.10753142088651657,
0.20738011598587036,
-0.3893260359764099,
-0.23532651364803314,
0.7851383686065674,
0.18138627707958221,
0.7588720917701721,
0.2359689623117447,
0.5491049885749817,
0.6748886108398438,
0.36674678325653076,
-0.2095234990119934,
0.6997940540313721,
0.26302745938301086,
-0.9467860460281372,
-0.20235365629196167,
-0.4661117494106293,
0.00951959565281868,
0.24051326513290405,
-0.7287214398384094,
0.5087318420410156,
-0.5131193399429321,
-0.4554567337036133,
0.1835370808839798,
0.3551977872848511,
-0.7368268370628357,
-0.011369881220161915,
-0.12070896476507187,
0.8756153583526611,
-1.0223339796066284,
0.5060396194458008,
0.7974458932876587,
-0.7111490368843079,
-0.8329261541366577,
0.029175937175750732,
0.3800274729728699,
-0.6793065667152405,
0.311833918094635,
0.26917779445648193,
0.4091396629810333,
0.03247327730059624,
-0.8333032131195068,
-0.8668773770332336,
1.1199294328689575,
0.0957898274064064,
-0.48354217410087585,
0.22941409051418304,
0.15914691984653473,
0.3846532106399536,
-0.5516286492347717,
0.1356080174446106,
0.3659338057041168,
0.7138460874557495,
0.22524665296077728,
-0.7366573214530945,
0.03285130858421326,
-0.6077343821525574,
-0.2710104286670685,
-0.1274087131023407,
-1.0220321416854858,
0.7549542188644409,
-0.09981708228588104,
-0.055568475276231766,
-0.4068659842014313,
0.49515318870544434,
0.4141756296157837,
0.6809461116790771,
0.4305993914604187,
0.4891270399093628,
0.5636293292045593,
-0.11026633530855179,
1.220453143119812,
-0.6079350709915161,
0.4587024748325348,
0.991056501865387,
0.18964487314224243,
0.7519468069076538,
0.17746379971504211,
-0.2704077661037445,
0.5378550887107849,
0.6198738813400269,
-0.30786895751953125,
0.501747190952301,
-0.2330399751663208,
0.27149537205696106,
0.038549937307834625,
-0.4325258135795593,
-0.7147078514099121,
0.20909108221530914,
0.16425609588623047,
-0.7627500891685486,
-0.15710774064064026,
-0.22388824820518494,
0.5126265287399292,
-0.09768793731927872,
-0.500291645526886,
0.7364888191223145,
-0.08884601294994354,
-0.30670636892318726,
0.2934398055076599,
-0.13702747225761414,
0.8396537899971008,
-0.6109980344772339,
0.20007100701332092,
-0.22149328887462616,
-0.05046182870864868,
-0.4320797324180603,
-1.0394279956817627,
0.4056178331375122,
-0.03610096126794815,
-0.4426649510860443,
-0.1081366315484047,
0.7183269262313843,
-0.3939722776412964,
-1.0316503047943115,
0.28146666288375854,
0.5692999958992004,
0.14672411978244781,
-0.1102285236120224,
-0.9407684206962585,
0.2565097212791443,
0.20673389732837677,
-0.49792206287384033,
0.18302683532238007,
0.46580153703689575,
0.09586656838655472,
0.43472328782081604,
0.7746115326881409,
0.2911807596683502,
0.058440566062927246,
0.39669889211654663,
1.0853170156478882,
-0.6854456067085266,
-0.627246618270874,
-0.8021824955940247,
0.5274266600608826,
-0.7025598883628845,
-0.3911512494087219,
1.1790039539337158,
0.6771610975265503,
0.8310543894767761,
0.24991290271282196,
1.0770227909088135,
-0.5456390380859375,
0.7546119689941406,
0.023962439969182014,
0.8721281886100769,
-0.848032534122467,
0.15664850175380707,
-0.7882430553436279,
-0.91424161195755,
-0.3041808605194092,
0.45639124512672424,
-0.6964687705039978,
0.4131363332271576,
0.3846548795700073,
0.8516429662704468,
0.047317177057266235,
0.06927299499511719,
-0.1361125409603119,
0.3845359981060028,
0.2133999466896057,
0.04828882962465286,
0.2710859775543213,
-0.377422571182251,
0.8702954053878784,
-0.5220696926116943,
-0.22576147317886353,
-0.29765066504478455,
-0.8330615758895874,
-0.8146072626113892,
-0.6481812596321106,
-0.4957524240016937,
-0.6034755110740662,
0.09677622467279434,
0.9771478772163391,
0.5964648723602295,
-0.9230753183364868,
-0.21678218245506287,
0.048918113112449646,
0.3014765679836273,
-0.4752844572067261,
-0.3260680139064789,
0.7452802062034607,
0.04599188640713692,
-0.5038931965827942,
-0.3922378122806549,
-0.018941456452012062,
-0.18399842083454132,
-0.05326508730649948,
-0.05387711152434349,
-0.4596036374568939,
-0.0842822715640068,
0.5598540306091309,
0.22303162515163422,
-0.381122350692749,
-0.1625615805387497,
0.1653977930545807,
-0.06082538142800331,
0.1889834851026535,
0.21144813299179077,
-0.35307028889656067,
0.2196085900068283,
0.7063388824462891,
0.3798186182975769,
0.35162776708602905,
0.5278461575508118,
0.03414454311132431,
-0.7934209704399109,
0.14309728145599365,
-0.19645798206329346,
0.2996789813041687,
0.43733441829681396,
-0.5256307721138,
0.39520832896232605,
0.5292672514915466,
-0.318267285823822,
-0.6505610346794128,
-0.22599688172340393,
-1.2094688415527344,
-0.0480470173060894,
1.7301181554794312,
0.2281530648469925,
-0.15524044632911682,
-0.1481321007013321,
-0.16808900237083435,
0.15788227319717407,
-1.1643425226211548,
0.820460855960846,
0.9045741558074951,
0.2033216506242752,
-0.2426302433013916,
-0.7891472578048706,
0.33214694261550903,
-0.347624272108078,
-0.8043451905250549,
-0.030477868393063545,
0.4293566644191742,
0.1504281610250473,
0.2075941413640976,
0.7613741755485535,
-0.1769222766160965,
0.06606723368167877,
-0.02610505186021328,
0.06181909143924713,
-0.0856282040476799,
-0.2509467303752899,
0.2212960124015808,
0.210135355591774,
-0.43748974800109863,
-0.31267306208610535
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
TurkuNLP/register_oscar | TurkuNLP | 2023-09-25T11:30:50Z | 386 | 5 | null | [
"region:us"
] | 2023-09-25T11:30:50Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | # Dataset Card for register_oscar
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-instances)
### Dataset Summary
The Register Oscar dataset is a multilingual dataset, containing languaegs from the Oscar dataset that have been tagged with register information.
8 main-level registers:
* Narrative (NA)
* Informational Description (IN)
* Opinion (OP)
* Interactive Discussion (ID)
* How-to/Instruction (HI)
* Informational Persuasion (IP)
* Lyrical (LY)
* Spoken (SP)
For further description of the labels, see (Douglas Biber and Jesse Egbert. 2018. Register variation online)
Code used to tag Register Oscar can be found at https://github.com/TurkuNLP/register-labeling
### Languages
Currently contains the following languages: Arabic, Bengali, Catalan, English, Spanish, Basque, French, Hindi, Indonesian, Portuguese, Swahili, Urdu, Vietnamese and Chinese.
For further information on the languages and data, see https://huggingface.co/datasets/oscar
## Dataset Structure
### Data Instances
```
{"id": "0", "labels": ["NA"], "text": "Zarif: Iran inajua mpango wa Saudia wa kufanya mauaji ya kigaidi dhidi ya maafisa wa ngazi za juu wa Iran\n"}
```
### Data Fields
* id: unique id of the document (from the Oscar dataset)
* labels: the list of labels assigned to the text
* text: the original text of the document (as appears in the Oscar dataset)
### Citing
```
@inproceedings{laippala-etal-2022-towards,
title = "Towards better structured and less noisy Web data: Oscar with Register annotations",
author = {Laippala, Veronika and
Salmela, Anna and
R{\"o}nnqvist, Samuel and
Aji, Alham Fikri and
Chang, Li-Hsin and
Dhifallah, Asma and
Goulart, Larissa and
Kortelainen, Henna and
P{\`a}mies, Marc and
Prina Dutra, Deise and
Skantsi, Valtteri and
Sutawika, Lintang and
Pyysalo, Sampo},
booktitle = "Proceedings of the Eighth Workshop on Noisy User-generated Text (W-NUT 2022)",
month = oct,
year = "2022",
address = "Gyeongju, Republic of Korea",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2022.wnut-1.23",
pages = "215--221",
abstract = {Web-crawled datasets are known to be noisy, as they feature a wide range of language use covering both user-generated and professionally edited content as well as noise originating from the crawling process. This article presents one solution to reduce this noise by using automatic register (genre) identification -whether the texts are, e.g., forum discussions, lyrical or how-to pages. We apply the multilingual register identification model by R{\"o}nnqvist et al. (2021) and label the widely used Oscar dataset. Additionally, we evaluate the model against eight new languages, showing that the performance is comparable to previous findings on a restricted set of languages. Finally, we present and apply a machine learning method for further cleaning text files originating from Web crawls from remains of boilerplate and other elements not belonging to the main text of the Web page. The register labeled and cleaned dataset covers 351 million documents in 14 languages and is available at https://huggingface.co/datasets/TurkuNLP/register{\_}oscar.},
}
``` | [
-0.5635136365890503,
-0.17885810136795044,
0.024149732664227486,
0.14094766974449158,
-0.2858079671859741,
0.27455267310142517,
-0.28701746463775635,
-0.6843780279159546,
0.5558816194534302,
0.24291816353797913,
-0.2887890338897705,
-0.7630605697631836,
-0.6570752859115601,
0.3143641948699951,
-0.5020543336868286,
1.2300026416778564,
-0.06744784116744995,
-0.05762104690074921,
-0.03834812715649605,
-0.10086330026388168,
0.18100541830062866,
-0.4704022705554962,
-0.5248675346374512,
0.08616414666175842,
0.5945407152175903,
0.17767058312892914,
0.40223389863967896,
1.1143646240234375,
0.5583016872406006,
0.3710654675960541,
-0.043015435338020325,
0.11736352741718292,
-0.16636861860752106,
0.020582832396030426,
-0.12267591059207916,
-0.17393963038921356,
-0.5536125898361206,
0.1384066939353943,
0.9265882968902588,
0.5155212879180908,
-0.09213005751371384,
0.37675997614860535,
0.15600867569446564,
0.6764559149742126,
-0.5982047319412231,
0.4603128135204315,
-0.5412087440490723,
-0.11027618497610092,
-0.4738083481788635,
0.10675682872533798,
-0.0336168147623539,
-0.0434434749186039,
-0.2727215886116028,
-0.5458930134773254,
0.32543474435806274,
0.1360427886247635,
1.379955768585205,
0.1849546581506729,
-0.25540804862976074,
-0.23294591903686523,
-0.6472604870796204,
0.8978142738342285,
-0.6774150133132935,
0.5625691413879395,
0.8450531959533691,
-0.006009137257933617,
-0.11889177560806274,
-0.7002077698707581,
-0.7103552222251892,
0.1531466841697693,
0.004319517873227596,
0.165652334690094,
-0.4395070970058441,
-0.15596695244312286,
-0.009231695905327797,
0.3106399178504944,
-0.5283535122871399,
0.11194130033254623,
-0.7246808409690857,
-0.5055496096611023,
0.7527332305908203,
-0.09854800254106522,
0.18821844458580017,
-0.026416832581162453,
-0.36179062724113464,
-0.2063833773136139,
-0.29100286960601807,
0.18987655639648438,
0.7187243700027466,
0.37069520354270935,
-0.38423261046409607,
0.2880364656448364,
-0.4411138892173767,
0.7533794641494751,
0.07886037975549698,
-0.5459126234054565,
0.6817891001701355,
-0.3291211426258087,
0.0709584429860115,
-0.06428886204957962,
0.9810361862182617,
0.529552698135376,
-0.0625402107834816,
-0.15265877544879913,
-0.40186595916748047,
0.23378239572048187,
0.07142870128154755,
-0.5705053210258484,
-0.26881033182144165,
0.37931570410728455,
-0.5786560773849487,
-0.24317729473114014,
0.1361924409866333,
-0.9123440980911255,
-0.42361968755722046,
-0.2368018478155136,
0.37718045711517334,
-0.18962334096431732,
-0.24399706721305847,
-0.020101768895983696,
-0.28229832649230957,
0.4688962996006012,
0.2770692706108093,
-0.6130871772766113,
0.352113276720047,
0.6438162326812744,
0.5912294983863831,
-0.2273017168045044,
-0.43898364901542664,
-0.40209290385246277,
0.17364893853664398,
-0.27096059918403625,
0.8394193053245544,
-0.5491292476654053,
0.10704240947961807,
-0.038806673139333725,
0.14474374055862427,
-0.13757863640785217,
-0.6179765462875366,
0.4848843216896057,
-0.5412758588790894,
0.41579410433769226,
0.04987545683979988,
-0.3131505846977234,
-0.4492475092411041,
0.2612123191356659,
-0.9066985249519348,
0.9704862833023071,
0.1432177722454071,
-0.5418663024902344,
0.4428079426288605,
-0.399848073720932,
-0.4404444992542267,
-0.14066293835639954,
-0.0007781717577017844,
-0.37496134638786316,
-0.39586418867111206,
0.09829732775688171,
0.47926658391952515,
-0.22372190654277802,
0.2002348005771637,
-0.025087475776672363,
-0.20916657149791718,
0.2613461911678314,
-0.1060856506228447,
0.5886363387107849,
0.6203445792198181,
-0.2727082371711731,
-0.02008344791829586,
-1.2086209058761597,
-0.2988070249557495,
-0.13502632081508636,
-0.5684176683425903,
-0.02290836162865162,
0.14987652003765106,
0.1826844960451126,
0.3285895586013794,
0.5284122824668884,
-0.593933641910553,
-0.02684989757835865,
-0.35569775104522705,
0.1709890216588974,
0.582633912563324,
-0.041131824254989624,
0.23044250905513763,
-0.7377752065658569,
0.8357152938842773,
0.21535339951515198,
-0.09088114649057388,
0.09288949519395828,
-0.7659167051315308,
-0.8451284766197205,
-0.7006638050079346,
0.5239654779434204,
0.6801007390022278,
-0.5695828795433044,
0.46495187282562256,
-0.17143623530864716,
-0.48128339648246765,
-0.9691373705863953,
0.335128515958786,
0.49659690260887146,
0.5663604140281677,
0.3000354766845703,
-0.6697429418563843,
-0.8589524626731873,
-0.8420112729072571,
-0.18797314167022705,
-0.40004798769950867,
-0.06320281326770782,
0.20002000033855438,
0.39221668243408203,
-0.32041892409324646,
0.7234861850738525,
-0.11946504563093185,
-0.6813934445381165,
-0.1972600221633911,
0.04637204483151436,
0.2961689829826355,
0.5890769362449646,
0.24722525477409363,
-0.8254520893096924,
-0.6690012216567993,
-0.15085670351982117,
-0.3474518060684204,
-0.29237067699432373,
0.015266863629221916,
-0.007601593621075153,
0.5268939733505249,
0.2981525957584381,
-0.14899958670139313,
0.2570808529853821,
0.7586129307746887,
-0.17692096531391144,
0.4169237017631531,
0.12497370690107346,
0.3256129324436188,
-1.1562221050262451,
0.32940322160720825,
0.11768190562725067,
-0.1392393410205841,
-0.4958707094192505,
0.01036784891039133,
-0.33243367075920105,
0.09570041298866272,
-0.43829676508903503,
0.6927494406700134,
-0.32989808917045593,
0.23652411997318268,
-0.07289610058069229,
0.2959415018558502,
0.1727730631828308,
0.7445405721664429,
0.20554496347904205,
0.7371184825897217,
0.7367262244224548,
-0.6887999176979065,
0.1969950944185257,
0.27387845516204834,
-0.5468431115150452,
0.3666422367095947,
-0.3697884976863861,
-0.004993760492652655,
-0.39630940556526184,
0.1903650462627411,
-1.1566364765167236,
-0.29106682538986206,
0.588875412940979,
-0.6791022419929504,
0.3759610950946808,
-0.5363439321517944,
-0.5310150384902954,
-0.07894676923751831,
-0.5493642687797546,
0.21188072860240936,
0.5667056441307068,
-0.25387969613075256,
0.41277608275413513,
0.9295061826705933,
-0.2032189667224884,
-0.8095937371253967,
-0.3941502273082733,
0.09004262834787369,
-0.45811834931373596,
-0.4068208336830139,
0.22130276262760162,
-0.07755265384912491,
-0.1437680572271347,
-0.08916929364204407,
0.1572243869304657,
-0.5681975483894348,
0.06774446368217468,
0.0035363752394914627,
0.2387293577194214,
-0.17733342945575714,
0.15086261928081512,
-0.17714056372642517,
-0.13929849863052368,
-0.2719569206237793,
-0.16985562443733215,
0.6261142492294312,
-0.16288994252681732,
0.17833328247070312,
-0.6372920870780945,
0.43351349234580994,
0.33578813076019287,
-0.5503084063529968,
0.7234852910041809,
1.1744649410247803,
-0.2737635374069214,
0.0887301042675972,
-0.5137438774108887,
0.19860856235027313,
-0.4748537838459015,
0.35007527470588684,
-0.28554096817970276,
-0.7370933294296265,
0.8825289011001587,
0.09489049017429352,
0.008029073476791382,
0.8482810854911804,
0.6932045817375183,
-0.35773396492004395,
0.9649810791015625,
0.6306740641593933,
-0.32121947407722473,
0.5239998698234558,
-0.43795719742774963,
0.025962265208363533,
-1.0696749687194824,
-0.27518343925476074,
-1.0371835231781006,
-0.6109636425971985,
-0.9591119289398193,
-0.525318443775177,
0.19319790601730347,
0.10239485651254654,
-0.2490391731262207,
0.4046596586704254,
-0.6007220149040222,
0.27835819125175476,
0.6050443649291992,
-0.19244477152824402,
0.25646817684173584,
0.19372153282165527,
0.053308870643377304,
0.07824577391147614,
-0.7149094939231873,
-0.6513047814369202,
0.9802035689353943,
0.31934231519699097,
0.7799979448318481,
0.37165567278862,
0.9440332651138306,
0.22674345970153809,
0.010614301078021526,
-0.7414387464523315,
0.36085909605026245,
-0.2507833242416382,
-0.6929436922073364,
-0.22174698114395142,
-0.25440582633018494,
-1.4132438898086548,
0.16138602793216705,
-0.045610617846250534,
-1.067699909210205,
0.611699640750885,
0.15251612663269043,
-0.11128852516412735,
0.1894102543592453,
-0.40648722648620605,
0.5763174295425415,
0.21576842665672302,
-0.1841101050376892,
-0.03856673091650009,
-0.8299469351768494,
0.0024950760416686535,
-0.23932798206806183,
0.6469824910163879,
-0.297309547662735,
-0.3697007894515991,
1.4151508808135986,
-0.23103845119476318,
0.9849702715873718,
0.036830414086580276,
-0.1629112958908081,
0.40210744738578796,
-0.11600101739168167,
0.5311747789382935,
-0.30549338459968567,
-0.1809738725423813,
0.5282763838768005,
0.10886804759502411,
-0.20134827494621277,
-0.18834951519966125,
0.4566650986671448,
-0.9072912335395813,
-0.2281632274389267,
-0.5573891997337341,
-0.26022061705589294,
-0.09731839597225189,
0.3069690465927124,
0.35498857498168945,
0.4492286443710327,
0.14287501573562622,
0.20029941201210022,
0.4854390025138855,
-0.22339129447937012,
0.3403756618499756,
0.8816148638725281,
-0.09243422746658325,
-0.5621408224105835,
1.1609747409820557,
0.14102919399738312,
-0.12330541014671326,
0.3918219208717346,
0.301389217376709,
-0.4097781777381897,
-0.4630207419395447,
-0.44604820013046265,
0.28734448552131653,
-0.5663568377494812,
-0.3404831886291504,
-0.834073543548584,
-0.02289348840713501,
-0.4869265854358673,
0.01415801327675581,
-0.32651403546333313,
-0.7227255702018738,
-0.35909244418144226,
0.2771851122379303,
0.42336517572402954,
0.5908057689666748,
-0.3983723521232605,
0.34318140149116516,
-0.7893278002738953,
0.5792083740234375,
-0.1252618283033371,
0.7022092938423157,
0.043434351682662964,
-0.8185381889343262,
-0.5737436413764954,
-0.01911238394677639,
-0.1675608903169632,
-0.7526328563690186,
0.5656773447990417,
0.686356246471405,
0.5826386213302612,
0.3780689239501953,
0.2012794464826584,
0.6159312129020691,
-0.5252246260643005,
0.9635397791862488,
-0.10728871822357178,
-0.7358792424201965,
0.4745696187019348,
-0.40898776054382324,
0.20135365426540375,
0.6969963312149048,
0.770407497882843,
-0.7121775150299072,
-0.8110231757164001,
-0.7523803114891052,
-1.0673342943191528,
0.810994029045105,
-0.02346506342291832,
0.038566432893276215,
-0.09271224588155746,
-0.07239825278520584,
0.03925095126032829,
0.4702354967594147,
-0.5805871486663818,
-0.37285706400871277,
0.0338294543325901,
-0.2969531714916229,
-0.033488575369119644,
-0.07990041375160217,
-0.2586350739002228,
-0.44450104236602783,
1.1342947483062744,
0.054778359830379486,
0.3922962546348572,
0.16144733130931854,
-0.0008615653496235609,
-0.25374600291252136,
0.24515774846076965,
0.41313594579696655,
0.4655614197254181,
-0.20380033552646637,
-0.009482401423156261,
-0.34314510226249695,
-0.6643891930580139,
0.06290141493082047,
0.2236071527004242,
-0.052045729011297226,
0.026991890743374825,
0.5134403109550476,
0.6291608810424805,
-0.1968698799610138,
-0.7318913340568542,
0.4085690677165985,
-0.1359017789363861,
-0.04077118635177612,
-0.3490429222583771,
0.09064150601625443,
-0.22093015909194946,
0.13648517429828644,
0.2998628318309784,
0.05282037332653999,
0.45237410068511963,
-0.5261618494987488,
0.453050822019577,
0.2592872977256775,
-0.3676091134548187,
-0.2217639684677124,
0.70973140001297,
0.03077561967074871,
-0.43327319622039795,
0.5036525726318359,
-0.29505735635757446,
-0.6135473847389221,
0.5465138554573059,
0.46376264095306396,
0.9545648694038391,
-0.1812814474105835,
0.22521284222602844,
0.515860378742218,
0.36245492100715637,
0.18458852171897888,
0.5632701516151428,
-0.16451142728328705,
-0.9164963960647583,
-0.3732244074344635,
-1.1503804922103882,
-0.29281502962112427,
0.34689539670944214,
-0.7476407885551453,
0.133443683385849,
-0.4506607949733734,
-0.11311035603284836,
0.16653169691562653,
0.2789885103702545,
-0.6858776211738586,
0.2144610732793808,
0.1695193350315094,
0.5639352202415466,
-0.8361605405807495,
0.7390903234481812,
0.9013381004333496,
-0.450469046831131,
-0.8699265718460083,
-0.18016038835048676,
0.2055501937866211,
-0.7036657333374023,
0.3955357074737549,
0.00810431782156229,
-0.12261558324098587,
-0.0027817958034574986,
-0.6518142819404602,
-1.1962144374847412,
0.614130437374115,
-0.007803329732269049,
-0.3987865447998047,
0.5198473930358887,
-0.02078653685748577,
0.6918221116065979,
-0.3148263990879059,
-0.13242141902446747,
0.39999234676361084,
0.592461109161377,
0.12414419651031494,
-1.2244452238082886,
-0.16370491683483124,
-0.6668941974639893,
-0.32914164662361145,
0.1868779957294464,
-0.8034088611602783,
0.7612259984016418,
0.0168001689016819,
-0.1842266023159027,
0.1574954092502594,
0.5633184313774109,
0.15375201404094696,
0.24647611379623413,
0.4350776970386505,
0.5447927117347717,
0.9090175628662109,
0.04853595048189163,
0.8479679822921753,
-0.6410506367683411,
0.3347685933113098,
1.056065559387207,
-0.20900960266590118,
0.9380987286567688,
0.29421642422676086,
-0.3497965931892395,
0.7344193458557129,
0.5525848269462585,
-0.3144228160381317,
0.3698939085006714,
0.09157124161720276,
-0.20810769498348236,
-0.0915709137916565,
-0.3610048294067383,
-0.318312406539917,
1.0399333238601685,
0.2707172930240631,
-0.4458681643009186,
-0.1642753928899765,
-0.06130671873688698,
0.3253611624240875,
-0.048553258180618286,
-0.10644225031137466,
1.1555756330490112,
-0.16612417995929718,
-0.5016459822654724,
0.8061847686767578,
0.3384244740009308,
0.7281754612922668,
-0.7602460980415344,
-0.15916231274604797,
-0.07010801881551743,
0.04781508445739746,
-0.22704967856407166,
-0.698679506778717,
0.1783457100391388,
0.11533080786466599,
-0.46448424458503723,
-0.09922688454389572,
0.5309922695159912,
-0.7966654896736145,
-0.6405190825462341,
-0.057244785130023956,
0.3109689950942993,
0.7504284977912903,
0.28973388671875,
-0.7071089744567871,
0.4105168879032135,
0.020802929997444153,
-0.16928718984127045,
0.5506740808486938,
0.3148464858531952,
-0.153651162981987,
0.6242315769195557,
0.5439507961273193,
0.4150684177875519,
-0.04014352709054947,
-0.11408892273902893,
0.7150664925575256,
-0.45978182554244995,
-0.7096089124679565,
-0.31085532903671265,
0.5527036190032959,
0.1145312562584877,
-0.4503304958343506,
0.7291879653930664,
0.863408625125885,
1.0732802152633667,
-0.05196467041969299,
0.73743736743927,
-0.30765408277511597,
0.7391105890274048,
-0.35572975873947144,
1.0922476053237915,
-0.7530930042266846,
0.1681787520647049,
-0.39416223764419556,
-0.6794067025184631,
-0.37682607769966125,
0.7941246032714844,
0.18740424513816833,
0.05773674324154854,
0.4073631763458252,
1.0611940622329712,
0.11534891277551651,
-0.5552771687507629,
0.1633046418428421,
0.2810775339603424,
0.11779414862394333,
0.1378743201494217,
0.45936286449432373,
-0.5817283987998962,
0.42075514793395996,
-0.5648019909858704,
-0.3351204991340637,
0.07974422723054886,
-0.8581986427307129,
-0.5359108448028564,
-1.1412248611450195,
-0.6352028250694275,
-0.5601614117622375,
-0.11921701580286026,
0.8798202872276306,
0.5307754874229431,
-1.100368857383728,
-0.5762303471565247,
0.8191672563552856,
0.2214391678571701,
-0.41361042857170105,
-0.24067699909210205,
0.6254239082336426,
-0.28934112191200256,
-0.8981585502624512,
0.2733613848686218,
-0.036155059933662415,
-0.1490212231874466,
-0.026622556149959564,
-0.013698113150894642,
-0.4977569878101349,
0.15551219880580902,
0.3468354344367981,
0.46192651987075806,
-0.5846499800682068,
-0.15071788430213928,
-0.3611260950565338,
-0.0521458238363266,
0.33884304761886597,
0.2323525995016098,
-1.0009396076202393,
0.5581823587417603,
0.44483548402786255,
0.25378283858299255,
0.18008308112621307,
0.05553431436419487,
0.30753079056739807,
-0.8785598278045654,
0.2864888310432434,
0.28315791487693787,
0.265743613243103,
0.19918444752693176,
-0.34871217608451843,
0.4584149122238159,
0.2844907343387604,
-0.39719945192337036,
-0.7811766862869263,
-0.14013902842998505,
-1.1197189092636108,
0.015977894887328148,
1.1834437847137451,
-0.07035426050424576,
-0.34825095534324646,
-0.5237032771110535,
-0.023532725870609283,
0.33132579922676086,
-0.5802954435348511,
0.843528687953949,
0.7654836177825928,
-0.03567560017108917,
-0.07780762761831284,
-0.26385900378227234,
0.7819284796714783,
-0.06594471633434296,
-0.3766133189201355,
-0.22015027701854706,
0.5437772274017334,
0.24320462346076965,
0.2645384669303894,
0.8964691162109375,
-0.2324141561985016,
0.3095857799053192,
-0.09757406264543533,
0.35949864983558655,
0.09736515581607819,
-0.5032238960266113,
-0.46272245049476624,
0.009436262771487236,
-0.01499029528349638,
-0.2920593321323395
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
allegro/klej-nkjp-ner | allegro | 2021-11-29T19:14:56Z | 386 | 0 | null | [
"region:us"
] | 2021-11-29T19:14:56Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
FreedomIntelligence/alpaca-gpt4-deutsch | FreedomIntelligence | 2023-08-06T08:08:37Z | 386 | 3 | null | [
"license:apache-2.0",
"region:us"
] | 2023-08-06T08:08:37Z | 2023-06-26T08:17:40.000Z | 2023-06-26T08:17:40 | ---
license: apache-2.0
---
The dataset is used in the research related to [MultilingualSIFT](https://github.com/FreedomIntelligence/MultilingualSIFT). | [
-0.40414297580718994,
-0.30496302247047424,
-0.004310851916670799,
0.28069862723350525,
-0.06412237882614136,
0.058366622775793076,
-0.2765141725540161,
-0.43211790919303894,
0.4121001660823822,
0.483478307723999,
-0.9163603782653809,
-0.4689486026763916,
-0.18480102717876434,
0.30914756655693054,
-0.5723179578781128,
1.0038632154464722,
-0.021657608449459076,
0.6781590580940247,
-0.06166786700487137,
-0.7308683395385742,
-0.054478805512189865,
-0.39104217290878296,
-0.2892998158931732,
-0.32654058933258057,
0.8103514313697815,
0.8364348411560059,
0.7100824117660522,
0.5266020894050598,
1.0198901891708374,
0.09618455171585083,
0.31145599484443665,
-0.40964579582214355,
-0.6297929286956787,
0.05486705154180527,
-0.10616113245487213,
-0.4444487392902374,
-0.1845761090517044,
0.03556882217526436,
0.8236991167068481,
0.7937037944793701,
-0.35673198103904724,
0.5580145716667175,
-0.16150453686714172,
1.0127674341201782,
-0.6322087049484253,
0.33773308992385864,
-0.11455405503511429,
0.2838304936885834,
-0.6318234801292419,
0.10621467232704163,
-0.06702395528554916,
-0.43180474638938904,
-0.11366070061922073,
-1.0357699394226074,
0.336593359708786,
0.12540777027606964,
0.49787575006484985,
0.21973349153995514,
-0.4619056284427643,
-0.1617731750011444,
-0.7304956912994385,
0.6416627168655396,
-0.16987112164497375,
0.6954455375671387,
0.5706706047058105,
0.6770610809326172,
-0.03803231567144394,
-0.7391388416290283,
-0.4020901620388031,
0.0979645624756813,
-0.07770581543445587,
0.04713059589266777,
0.14959269762039185,
-0.13256385922431946,
0.3962293267250061,
0.4994851052761078,
-0.9047808051109314,
-0.17148040235042572,
-0.7550569176673889,
-0.40517526865005493,
0.38375890254974365,
0.09287970513105392,
0.23482711613178253,
0.043367862701416016,
-0.1030992791056633,
-0.27212047576904297,
-0.9097408056259155,
0.02841177210211754,
0.30957216024398804,
0.6739025115966797,
-0.2745409607887268,
0.8596934080123901,
-0.4835551679134369,
0.806456983089447,
-0.5805169343948364,
0.1558142900466919,
0.9801564812660217,
-0.37162715196609497,
-0.2324621081352234,
0.15269595384597778,
0.39601635932922363,
0.3395666480064392,
0.7451626658439636,
-0.0837259516119957,
-0.042936671525239944,
-0.18956786394119263,
0.09014337509870529,
-0.8851838111877441,
-0.5352250337600708,
0.08882856369018555,
-0.5601096153259277,
0.09438556432723999,
0.1845485419034958,
-0.9763227105140686,
-0.017715059220790863,
-0.3882385492324829,
-0.1275855302810669,
-0.5173852443695068,
-0.7874023914337158,
-0.020893612876534462,
-0.2154139131307602,
-0.19718720018863678,
-0.4335392415523529,
-0.6217735409736633,
-0.09907297790050507,
0.6604529619216919,
0.9501237273216248,
0.05101051926612854,
-0.7041333317756653,
-0.4278491735458374,
-0.00922936201095581,
-0.15995241701602936,
0.6886031627655029,
-0.4413676857948303,
-0.64317387342453,
0.14214375615119934,
0.4869205951690674,
-0.05874788016080856,
-0.2393549084663391,
0.7423406839370728,
-0.7338650822639465,
-0.06620803475379944,
-0.4315280020236969,
-0.490995854139328,
-0.2743651568889618,
0.3384440243244171,
-1.4237788915634155,
1.059873104095459,
0.03330216929316521,
-0.8803372383117676,
0.6158615946769714,
-1.3184022903442383,
-0.22631952166557312,
0.36136263608932495,
-0.11774805933237076,
-0.5613070130348206,
-0.1799335777759552,
-0.13545095920562744,
0.03925248980522156,
-0.17286722362041473,
0.3878624439239502,
-0.5444865822792053,
-0.157710999250412,
0.25396212935447693,
0.060319893062114716,
1.2659852504730225,
0.5976756811141968,
0.23150289058685303,
0.09363450109958649,
-1.1363765001296997,
0.060149114578962326,
0.2024257481098175,
-0.215457484126091,
-0.8421252369880676,
-0.18760226666927338,
0.3547876477241516,
-0.14859439432621002,
0.09522279351949692,
-0.5825271606445312,
0.0460381917655468,
-0.15163162350654602,
0.15711304545402527,
0.1858905404806137,
-0.11939976364374161,
0.4652840793132782,
-0.211290180683136,
0.5887778997421265,
-0.13433921337127686,
0.2207229733467102,
-0.045415181666612625,
-0.2467460185289383,
-0.4569086730480194,
-0.35749176144599915,
0.8335745930671692,
0.7940196990966797,
-0.9464437365531921,
-0.016251714900135994,
-0.20128163695335388,
-0.6405587196350098,
-0.38551217317581177,
0.04059356451034546,
0.20327524840831757,
0.17837245762348175,
0.32619258761405945,
0.1575614959001541,
-0.7139481902122498,
-1.046658992767334,
-0.23456600308418274,
0.049112994223833084,
-0.04739590734243393,
-0.09251505881547928,
0.7156117558479309,
-0.37127119302749634,
0.9883816838264465,
-0.45724740624427795,
0.05840819329023361,
0.27193427085876465,
0.24317191541194916,
0.2649446129798889,
0.6409967541694641,
1.0007083415985107,
-1.039180874824524,
-0.31557947397232056,
-0.45482248067855835,
-0.7435113191604614,
-0.04942212253808975,
0.14012418687343597,
-0.48778003454208374,
-0.1677546501159668,
0.04726647585630417,
-0.35550326108932495,
0.36836302280426025,
0.7573482990264893,
-0.6959661245346069,
0.49408993124961853,
0.06376098096370697,
0.465653657913208,
-1.4277598857879639,
0.470414936542511,
0.1560826152563095,
-0.07239370793104172,
-0.5963892340660095,
0.13528330624103546,
0.544481098651886,
-0.26174208521842957,
-0.3543827533721924,
0.21748295426368713,
-0.652969479560852,
-0.13495132327079773,
0.15005341172218323,
-0.27963048219680786,
-0.14930865168571472,
-0.03510778769850731,
-0.18159732222557068,
1.2709031105041504,
0.6198254227638245,
-0.18375913798809052,
0.7210772633552551,
0.5840341448783875,
-0.7436793446540833,
0.6084996461868286,
-0.22390161454677582,
0.12643077969551086,
-0.08794175088405609,
-0.18159106373786926,
-0.5897886753082275,
-0.4093397259712219,
0.25177428126335144,
-0.22421573102474213,
-0.28693845868110657,
-0.061284348368644714,
-0.699066698551178,
-0.40397411584854126,
-0.42372840642929077,
0.7386500835418701,
-0.227773979306221,
-0.6761560440063477,
0.19776594638824463,
0.7571178078651428,
-0.3928859829902649,
-0.6670079827308655,
-1.1216301918029785,
0.007388293743133545,
-0.5284314155578613,
-0.252924382686615,
-0.08690204471349716,
-0.31244608759880066,
-0.6141533851623535,
0.08653444051742554,
0.5031285285949707,
-0.25179049372673035,
0.02174796350300312,
0.0978175550699234,
0.3286359906196594,
-0.35187363624572754,
0.7258132696151733,
0.07955649495124817,
-0.05346187576651573,
0.0711873397231102,
0.038184911012649536,
0.43223899602890015,
-0.08979146927595139,
-0.3750664293766022,
-0.041687026619911194,
0.7760935425758362,
0.4917401671409607,
-0.0786932036280632,
0.7603050470352173,
0.5438677668571472,
-0.3583223223686218,
-0.06465122848749161,
-0.29098448157310486,
-0.1535324603319168,
-0.37113285064697266,
0.2952335774898529,
-0.4180026352405548,
-0.9669216871261597,
0.6878873109817505,
-0.15510299801826477,
-0.14905908703804016,
0.5843304991722107,
0.4411256015300751,
0.24285012483596802,
0.39508256316185,
0.6225215196609497,
-0.6411225199699402,
0.4137040972709656,
-0.20698006451129913,
0.08087562024593353,
-0.452201247215271,
-0.30422043800354004,
-0.848558247089386,
-0.16589324176311493,
-0.7107106447219849,
-0.11464253067970276,
0.1851607710123062,
0.008321407251060009,
-0.5005857348442078,
0.3683614432811737,
-0.40813690423965454,
0.5705194473266602,
0.9198969602584839,
-0.1467369645833969,
0.48281392455101013,
0.46345365047454834,
-0.03719809651374817,
-0.3787473142147064,
-0.5513750910758972,
-0.17633581161499023,
1.4702967405319214,
0.08226043730974197,
0.861788809299469,
0.014036200009286404,
0.2566308379173279,
0.5226702690124512,
0.35382911562919617,
-0.6969308853149414,
0.2731381952762604,
-0.08972249925136566,
-0.874273955821991,
-0.29865288734436035,
-0.5177777409553528,
-1.3155826330184937,
-0.14719144999980927,
-0.1694403439760208,
-0.3136895000934601,
0.299140989780426,
-0.11184302717447281,
-0.09322736412286758,
0.025135328993201256,
-0.6791815757751465,
0.8753324151039124,
-0.22723974287509918,
0.042357463389635086,
-0.3807428777217865,
-0.6757616996765137,
0.14661137759685516,
-0.013137332163751125,
0.3281497359275818,
-0.1645234227180481,
0.3999154567718506,
1.2669588327407837,
0.08273373544216156,
0.5807871222496033,
-0.2964308261871338,
-0.023920008912682533,
0.2668377459049225,
-0.02296200580894947,
-0.016995934769511223,
0.4408492147922516,
-0.3514428436756134,
0.7665871977806091,
0.18381735682487488,
-0.2721366584300995,
0.2154885232448578,
0.9126821160316467,
-0.7578666806221008,
0.11715403199195862,
-0.6101680397987366,
-0.9624491930007935,
-0.20444224774837494,
0.7023289203643799,
0.01433709729462862,
0.6300231218338013,
-0.7231806516647339,
0.48579660058021545,
0.48662522435188293,
0.2663041949272156,
0.3021950423717499,
0.6338868737220764,
-0.44575291872024536,
-0.5627924799919128,
0.8777316212654114,
0.32676592469215393,
-0.09154891967773438,
0.4640014171600342,
0.010657236911356449,
-0.3207186758518219,
-0.3187653124332428,
-0.45597586035728455,
0.25084805488586426,
-0.722542941570282,
-0.44123128056526184,
-0.15066635608673096,
-0.1699872761964798,
-0.44874387979507446,
0.28801900148391724,
0.04948471859097481,
-0.8300997614860535,
-0.45386695861816406,
-0.5367962718009949,
0.7130514979362488,
0.3507068157196045,
-0.32640522718429565,
0.16901659965515137,
-0.881231427192688,
0.5343459844589233,
-0.020716633647680283,
0.7033713459968567,
-0.8230928778648376,
0.10922414064407349,
-0.7915393114089966,
0.35121771693229675,
0.06065508350729942,
-0.7152140736579895,
0.31515881419181824,
0.3795784115791321,
0.9287832379341125,
0.1286635547876358,
-0.04038451239466667,
0.23573598265647888,
-0.2607937455177307,
0.6937361359596252,
-0.099623903632164,
-0.5645714998245239,
0.5707999467849731,
-0.44983863830566406,
0.6436130404472351,
1.0159848928451538,
0.6482934951782227,
-0.7135664820671082,
-0.015597229823470116,
-0.3328932225704193,
-0.7715908288955688,
0.6590243577957153,
-0.0360395610332489,
-0.46353840827941895,
0.23886831104755402,
0.2897164821624756,
0.4206788241863251,
0.6071783900260925,
-0.5077513456344604,
-0.4756668210029602,
-0.4650996923446655,
-0.5509544610977173,
-0.25901129841804504,
-0.42453521490097046,
-0.7109759449958801,
-0.1914389729499817,
0.7236220240592957,
-0.45643526315689087,
0.32039371132850647,
-0.19180496037006378,
-0.28668785095214844,
-0.17462415993213654,
0.062313783913850784,
0.37552759051322937,
0.643574595451355,
-0.11925870925188065,
-0.01989900879561901,
-0.1750417947769165,
-0.8739466667175293,
-0.023087583482265472,
0.49369940161705017,
-0.16344374418258667,
0.036006536334753036,
0.442062109708786,
0.7663813233375549,
-0.3259008824825287,
-0.791516900062561,
-0.0467584952712059,
-0.2309161126613617,
-0.33000311255455017,
-0.8293378949165344,
-0.02046799659729004,
0.059399452060461044,
0.4544399380683899,
0.4034738540649414,
0.08837546408176422,
0.6504183411598206,
-0.04334574565291405,
0.3155784010887146,
0.15530511736869812,
-0.3672000467777252,
-0.32337403297424316,
0.3788788616657257,
0.3235795497894287,
-0.4178146719932556,
1.2346010208129883,
0.2223176211118698,
-0.17246805131435394,
0.6725004315376282,
0.3455789089202881,
0.746524453163147,
-0.3732341527938843,
0.4274598956108093,
0.5432946681976318,
0.3225310742855072,
-0.10990969091653824,
0.7644393444061279,
-0.10321146249771118,
-0.9119260907173157,
-0.3990107476711273,
-0.5366746187210083,
-0.5114510655403137,
0.2069595456123352,
-0.8772504925727844,
0.1527029424905777,
-0.03050503320991993,
-0.11203791201114655,
-0.11710771918296814,
-0.01499177422374487,
-0.6542573571205139,
0.21407876908779144,
0.10745486617088318,
1.357458472251892,
-1.0632052421569824,
1.2414817810058594,
0.9609614610671997,
-0.02566452883183956,
-0.5674166679382324,
-0.23242299258708954,
0.3150162100791931,
-0.7427482604980469,
0.591535747051239,
0.2611527144908905,
-0.26965415477752686,
-0.2643788456916809,
-0.32677674293518066,
-0.954104483127594,
1.082470178604126,
0.4167519509792328,
-0.671380877494812,
0.38616326451301575,
0.48408418893814087,
0.4898352324962616,
-0.22837312519550323,
-0.27628394961357117,
0.7410692572593689,
0.6631047129631042,
-0.3208102881908417,
-0.8418841361999512,
-0.37171825766563416,
-0.8823834657669067,
-0.16014721989631653,
0.4160754382610321,
-0.6182008385658264,
0.9055012464523315,
0.19751644134521484,
-0.0463852621614933,
-0.20318421721458435,
0.696169376373291,
0.07995618879795074,
0.2763621211051941,
0.5920987725257874,
0.7206652760505676,
0.8239918947219849,
-0.3923018276691437,
0.640448808670044,
-0.7675824761390686,
0.858852744102478,
1.17388117313385,
-0.16371336579322815,
0.28905466198921204,
0.6158931255340576,
-0.04270412400364876,
0.32023292779922485,
0.5094812512397766,
-0.36697641015052795,
0.9787993431091309,
-0.06195193901658058,
-0.28754928708076477,
0.2532561719417572,
0.04834725707769394,
-0.6135460734367371,
0.26212674379348755,
0.8963777422904968,
-0.07152620702981949,
-0.24592603743076324,
0.40350794792175293,
0.10711003839969635,
-0.19224512577056885,
-0.15615664422512054,
0.7091736793518066,
-0.2010001689195633,
-0.44203871488571167,
0.3521910309791565,
-0.2516576647758484,
0.40576833486557007,
-0.8547573089599609,
0.0022059367038309574,
-0.12022639811038971,
0.40010198950767517,
-0.04437960311770439,
-1.322263240814209,
0.8598049879074097,
-0.07112143933773041,
-0.2192678451538086,
-0.24983526766300201,
0.5853864550590515,
-0.6194775104522705,
-0.8947547078132629,
0.5967484712600708,
0.39131513237953186,
-0.2183968424797058,
0.27498239278793335,
-0.9622008800506592,
-0.0871034562587738,
0.09694821387529373,
-0.576820433139801,
-0.039287734776735306,
0.42846769094467163,
-0.05923778563737869,
0.6842986345291138,
0.3201763927936554,
0.13296271860599518,
-0.1887640655040741,
0.5763052701950073,
0.8194431066513062,
-0.6585412621498108,
-0.6890336275100708,
-0.5801154375076294,
0.1974990963935852,
-0.32678160071372986,
-0.5515065789222717,
1.0606725215911865,
1.1708908081054688,
1.185483694076538,
-0.39960265159606934,
1.003665566444397,
-0.27908748388290405,
0.9193525910377502,
-0.5398463010787964,
0.7103047966957092,
-0.5650447010993958,
-0.379130095243454,
0.056605760008096695,
-0.6579564213752747,
-0.8479499816894531,
0.5135127305984497,
-0.18935057520866394,
-0.11836980283260345,
0.7821369171142578,
1.119305968284607,
-0.3239741921424866,
0.6610325574874878,
0.14167340099811554,
-0.05021058768033981,
0.18810994923114777,
0.16193030774593353,
0.4938039779663086,
0.08456001430749893,
0.4974084198474884,
-0.606133222579956,
-0.2948215901851654,
-0.18336768448352814,
-0.6292355060577393,
-0.9169436097145081,
-0.9151625037193298,
0.06492678076028824,
-0.35353079438209534,
0.14045771956443787,
1.0466291904449463,
0.6456614136695862,
-1.2811411619186401,
-0.6005194187164307,
-0.03140499070286751,
-0.18430516123771667,
-0.3099166750907898,
-0.12707339227199554,
0.349843293428421,
0.1427275389432907,
-0.7396000027656555,
0.43812814354896545,
-0.0242562685161829,
-0.12580928206443787,
-0.42646878957748413,
0.07385646551847458,
-0.5614244341850281,
-0.3720802962779999,
0.10848966985940933,
0.2279062271118164,
0.09738758951425552,
-0.1332041621208191,
-0.09162979573011398,
-0.1052156612277031,
0.21731004118919373,
1.2804088592529297,
-0.38216766715049744,
0.5648377537727356,
0.7068194150924683,
0.5206154584884644,
0.5818657875061035,
-0.20774295926094055,
0.2796105742454529,
-0.6741500496864319,
0.5776032209396362,
0.03406652435660362,
0.6306777000427246,
0.604900062084198,
-0.5151025652885437,
0.9231106042861938,
0.5132984519004822,
-0.6391910314559937,
-0.3233772814273834,
0.17051182687282562,
-0.8249163627624512,
-0.08560329675674438,
0.8805575370788574,
0.009286533109843731,
-0.4300146698951721,
-0.08480054140090942,
-0.3272413909435272,
0.47071290016174316,
-0.7562662959098816,
0.7520320415496826,
0.8503614068031311,
0.28845420479774475,
-0.35975274443626404,
-0.7036129236221313,
0.3102182447910309,
0.07086648046970367,
-1.0442965030670166,
-0.11081019043922424,
0.4995923340320587,
0.26947927474975586,
0.4170786440372467,
0.4560851454734802,
-0.12222719192504883,
0.05362364277243614,
0.016124550253152847,
0.2672267556190491,
-0.24118150770664215,
-0.6103640794754028,
-0.3122594952583313,
0.2408726066350937,
-0.1569928079843521,
-0.5129966735839844
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
natyou/freshqa_10_06 | natyou | 2023-10-11T15:26:10Z | 386 | 0 | null | [
"region:us"
] | 2023-10-11T15:26:10Z | 2023-10-11T15:23:22.000Z | 2023-10-11T15:23:22 | ---
configs:
- config_name: default
data_files:
- split: test
path: data/test-*
- split: dev
path: data/dev-*
dataset_info:
features:
- name: id
dtype: int64
- name: split
dtype: string
- name: question
dtype: string
- name: effective_year
dtype: string
- name: next_review
dtype: string
- name: false_premise
dtype: bool
- name: num_hops
dtype: string
- name: fact_type
dtype: string
- name: source
dtype: string
- name: answer_0
dtype: string
- name: answer_1
dtype: string
- name: answer_2
dtype: string
- name: answer_3
dtype: string
- name: answer_4
dtype: string
- name: answer_5
dtype: string
- name: answer_6
dtype: string
- name: answer_7
dtype: string
- name: answer_8
dtype: string
- name: answer_9
dtype: string
- name: note
dtype: float64
- name: __index_level_0__
dtype: int64
splits:
- name: test
num_bytes: 192891
num_examples: 500
- name: dev
num_bytes: 39203
num_examples: 100
download_size: 129810
dataset_size: 232094
---
# Dataset Card for "freshqa_10_06"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.5023985505104065,
-0.10769661515951157,
0.20136572420597076,
0.08882764726877213,
-0.27169570326805115,
-0.21563968062400818,
0.41673776507377625,
-0.1765250414609909,
0.7868973612785339,
0.44440576434135437,
-0.9016708135604858,
-0.6130103468894958,
-0.3439704477787018,
-0.02672569826245308,
-0.4537939727306366,
1.2763715982437134,
0.33158013224601746,
0.016675112769007683,
-0.49600163102149963,
-0.38589605689048767,
-0.570561408996582,
-0.5005195736885071,
-0.46081092953681946,
-0.5791754126548767,
0.9885251522064209,
0.58408123254776,
0.546335756778717,
0.39471617341041565,
0.6142596006393433,
0.2654953598976135,
-0.053167395293712616,
-0.3791588544845581,
-0.3968944549560547,
0.04398970305919647,
-0.3446577191352844,
-0.3580849766731262,
-0.899286687374115,
0.1221039816737175,
0.7261931300163269,
0.601902425289154,
-0.3432788550853729,
0.8838938474655151,
-0.6305473446846008,
0.7975624799728394,
-0.4090522229671478,
0.29883259534835815,
-0.33517515659332275,
-0.14886032044887543,
-0.7792860865592957,
0.04403300583362579,
0.32479625940322876,
-0.511764645576477,
-0.2047782838344574,
-1.1782994270324707,
0.16797907650470734,
-0.11810827255249023,
0.9756619334220886,
0.3144025504589081,
-0.20079928636550903,
0.16634216904640198,
-0.42561182379722595,
0.13866965472698212,
-0.5327372550964355,
0.3206532895565033,
0.3708593547344208,
0.6568806767463684,
-0.07609129697084427,
-1.101387858390808,
-0.5870987176895142,
0.3516804277896881,
0.12257681041955948,
0.10101978480815887,
0.19210009276866913,
-0.25533297657966614,
0.6319884061813354,
0.9434120655059814,
-0.330598920583725,
-0.3493431806564331,
-0.8801398277282715,
-0.5363762378692627,
0.7839415073394775,
0.12828533351421356,
0.3846909701824188,
-0.045769788324832916,
-0.30502811074256897,
-0.29268163442611694,
-0.5065889954566956,
0.03956680744886398,
0.40650975704193115,
0.24641993641853333,
-1.1363954544067383,
0.45493394136428833,
-0.5590478777885437,
0.2678838074207306,
0.06097957119345665,
0.6081855297088623,
0.9438570737838745,
-0.4262266755104065,
-0.21396504342556,
-0.021217891946434975,
0.27386051416397095,
0.2037598192691803,
0.16008295118808746,
0.16437312960624695,
-0.29491451382637024,
0.0016200405079871416,
0.21323439478874207,
-1.1085292100906372,
-1.0514955520629883,
0.3265364170074463,
-0.7125107049942017,
-0.3885100781917572,
0.4501107931137085,
-0.7740371823310852,
-0.6270356178283691,
-0.3502526879310608,
0.3330766558647156,
0.13257648050785065,
-0.5980216264724731,
-0.18688756227493286,
-0.7734289169311523,
0.41945746541023254,
0.5096043348312378,
-0.4460223913192749,
0.2629219591617584,
0.49088582396507263,
0.3165495693683624,
0.32516777515411377,
-0.1723446249961853,
-0.888828456401825,
0.087801493704319,
-0.19527563452720642,
1.0303453207015991,
-0.5741525292396545,
-0.0972261056303978,
-0.039185523986816406,
0.4585737884044647,
0.33653897047042847,
-0.24406565725803375,
0.979851245880127,
-0.51827073097229,
0.24838393926620483,
-0.89268559217453,
-0.37785986065864563,
-0.1701498180627823,
0.4115448594093323,
-1.2437355518341064,
1.202376127243042,
0.4657219648361206,
-0.634663462638855,
0.5662498474121094,
-1.0368359088897705,
-0.14646027982234955,
0.839512288570404,
-0.1716255247592926,
-0.3835981786251068,
0.37277770042419434,
-0.1130058616399765,
0.4193045496940613,
-0.006784316152334213,
0.4792692959308624,
-0.8045107126235962,
-0.3036760687828064,
0.19889472424983978,
0.03839953988790512,
1.0467780828475952,
0.4480075538158417,
0.5404778122901917,
0.3843483328819275,
-1.0379679203033447,
0.07228019088506699,
0.3604615330696106,
-0.14579105377197266,
-0.3298293352127075,
-0.5904673337936401,
0.4385116994380951,
0.0013151471503078938,
0.41310471296310425,
-0.35652631521224976,
0.588095486164093,
0.046825844794511795,
-0.09275877475738525,
0.6524777412414551,
0.21656151115894318,
0.3919152319431305,
-0.5629279613494873,
0.33922329545021057,
0.1694258153438568,
0.30928000807762146,
-0.14596904814243317,
-0.5477521419525146,
-0.4928058683872223,
0.14694160223007202,
0.838276207447052,
0.5338737964630127,
-0.8839163780212402,
0.38693922758102417,
-0.08874437212944031,
-0.7397394180297852,
-0.21031014621257782,
0.11638926714658737,
0.05574857071042061,
0.15701411664485931,
0.3638215661048889,
-0.8200163245201111,
-0.5930960178375244,
-0.7272401452064514,
0.1957598477602005,
-0.008668044582009315,
0.11023462563753128,
0.08286631107330322,
0.7856141328811646,
-0.3842582702636719,
0.5196201205253601,
-0.7121405005455017,
-0.2591034471988678,
0.03075222112238407,
-0.31154748797416687,
0.416301429271698,
0.808613121509552,
0.9562691450119019,
-0.8206306099891663,
-0.10976015031337738,
-0.7367839217185974,
-0.483659952878952,
-0.10716663300991058,
0.07697172462940216,
-0.596566915512085,
-0.31782472133636475,
0.22539198398590088,
-0.4090181291103363,
0.802480161190033,
0.7132376432418823,
-0.7715634703636169,
0.05237388610839844,
-0.08095251023769379,
0.16777318716049194,
-1.4553537368774414,
0.4527831971645355,
-0.18387611210346222,
-0.07578034698963165,
-0.7088145613670349,
0.26219576597213745,
0.14340224862098694,
-0.22922474145889282,
-0.34716808795928955,
0.8846666216850281,
-0.5195837616920471,
0.14669016003608704,
0.009888851083815098,
-0.30455392599105835,
-0.027593674138188362,
0.1514989137649536,
0.0790800005197525,
0.4101024270057678,
0.7318969964981079,
-0.39664849638938904,
0.876495361328125,
0.6551682949066162,
-0.13357727229595184,
0.7228197455406189,
-0.834297776222229,
0.2389320731163025,
-0.09940382838249207,
0.5074253678321838,
-0.6270970106124878,
-0.8446195125579834,
0.6052109003067017,
-0.53888338804245,
0.3391715884208679,
-0.4021465480327606,
-0.3593916893005371,
-0.5049257874488831,
-0.3570414185523987,
0.9952057600021362,
0.4767166078090668,
-0.5813649296760559,
0.35947057604789734,
0.5255662202835083,
0.04455600306391716,
-0.08579576760530472,
-0.8163474202156067,
0.05449633300304413,
-0.1930248886346817,
-0.14040543138980865,
0.3774476647377014,
-0.47291049361228943,
0.016807816922664642,
-0.18712976574897766,
0.2707765996456146,
-0.23467375338077545,
-0.1029893159866333,
0.5692075490951538,
0.11631271988153458,
-0.12410857528448105,
0.26087793707847595,
-0.026924697682261467,
-0.6150597333908081,
0.19379958510398865,
-0.08137041330337524,
0.3205544054508209,
0.04267630726099014,
-0.1188197061419487,
-0.5383256077766418,
0.35146310925483704,
0.26629796624183655,
-0.28279927372932434,
0.6036146879196167,
1.141420841217041,
-0.9672126173973083,
-0.21088942885398865,
-0.5992348194122314,
-0.27778735756874084,
-0.4934748411178589,
-0.1488548070192337,
-0.3082631528377533,
-0.4823763370513916,
0.7544421553611755,
-0.0210593119263649,
0.012957853265106678,
0.84456866979599,
0.7342298030853271,
0.18320928514003754,
0.22779694199562073,
0.5406469106674194,
-0.30043232440948486,
0.38791659474372864,
-0.16175991296768188,
-0.28638124465942383,
-0.6204428672790527,
-0.71510249376297,
-0.631761908531189,
-0.6347625255584717,
-0.624257504940033,
-0.32628610730171204,
-0.15563231706619263,
0.007149100303649902,
-0.4499824047088623,
0.39830371737480164,
-0.7800629734992981,
0.28649282455444336,
0.8719040155410767,
0.03107035718858242,
-0.06752867996692657,
-0.14440767467021942,
0.1783800572156906,
0.2715791165828705,
-0.7032713294029236,
-0.012438522651791573,
1.0726139545440674,
0.49010851979255676,
0.9210200309753418,
0.38556918501853943,
0.9590067267417908,
0.39316436648368835,
0.3414553105831146,
-0.11136019974946976,
0.3801173269748688,
0.06746353954076767,
-0.8625919222831726,
-0.10861977934837341,
-0.35410332679748535,
-0.7257199883460999,
-0.601920485496521,
-0.4856567978858948,
-0.2474677711725235,
0.587277352809906,
0.3455960154533386,
-0.32151904702186584,
0.24130679666996002,
-0.6873819231987,
0.996307373046875,
0.0015740375965833664,
-0.08231248706579208,
0.12091607600450516,
-0.7083110213279724,
0.37372419238090515,
0.22013495862483978,
0.017360849305987358,
-0.46420469880104065,
-0.13342733681201935,
1.0964919328689575,
-0.4624656140804291,
0.9798903465270996,
-0.7952662706375122,
-0.050802815705537796,
0.2973848581314087,
-0.39249318838119507,
0.09219791740179062,
0.759362518787384,
-0.029221899807453156,
0.16487139463424683,
0.5748040676116943,
-0.6746777892112732,
-0.21832069754600525,
0.8599410057067871,
-0.7000744342803955,
0.1985025256872177,
-0.7493811845779419,
-0.5749521851539612,
0.05343286320567131,
0.4289662837982178,
0.14691421389579773,
0.781004786491394,
-0.2895047664642334,
0.14721761643886566,
0.7289538979530334,
-0.05798709765076637,
0.27656641602516174,
0.14333219826221466,
-0.30295586585998535,
-0.6812791228294373,
1.0176094770431519,
0.12280230969190598,
-0.33596381545066833,
0.21822059154510498,
0.35717397928237915,
-0.26810726523399353,
-0.4428260028362274,
-0.7041900753974915,
0.04817426949739456,
-0.48824450373649597,
-0.7580245137214661,
-0.18003712594509125,
-0.39477473497390747,
-0.6508881449699402,
-0.015607006847858429,
-0.2690383195877075,
-0.8748517632484436,
-0.493190199136734,
-0.39131563901901245,
1.150304913520813,
0.6246341466903687,
-0.5564078688621521,
0.28243252635002136,
-1.0242159366607666,
0.6969969272613525,
0.022567711770534515,
0.9231086373329163,
-0.25264814496040344,
-0.5679076910018921,
-0.1900952309370041,
0.00689212279394269,
0.016158217564225197,
-0.7768197655677795,
-0.07039815932512283,
0.34255534410476685,
0.7680546045303345,
0.38680121302604675,
0.26159971952438354,
0.5127407908439636,
-0.002866951748728752,
0.7589555978775024,
0.1343965083360672,
-0.6302468776702881,
0.6850152611732483,
-0.506464958190918,
0.8618472814559937,
1.1267918348312378,
0.40634962916374207,
-0.4761195778846741,
0.3209766447544098,
-1.1410151720046997,
-0.6312764883041382,
0.42468148469924927,
0.024246692657470703,
0.48780906200408936,
0.2623259425163269,
0.7544130682945251,
0.07961332052946091,
0.36474570631980896,
-0.687004804611206,
-0.8041983842849731,
-0.21452830731868744,
-0.31554141640663147,
0.38564929366111755,
-0.44242894649505615,
-0.2953352630138397,
-0.6904781460762024,
0.6369221806526184,
-0.15376995503902435,
0.5019909739494324,
-0.14042411744594574,
0.49090513586997986,
-0.0569969043135643,
-0.07275964319705963,
0.5108467936515808,
0.4175976514816284,
-0.38788580894470215,
-0.11180738359689713,
0.14583538472652435,
-0.5824185013771057,
-0.3242078721523285,
0.5833595991134644,
-0.30443471670150757,
-0.23311099410057068,
0.5718119740486145,
0.518901526927948,
-0.13118349015712738,
-0.16667163372039795,
0.4079592823982239,
-0.19361522793769836,
-0.5068451166152954,
-0.5980556607246399,
0.2741624712944031,
0.15362930297851562,
0.13550812005996704,
0.1779988557100296,
0.016423426568508148,
0.2984268069267273,
-0.6728008389472961,
0.610579788684845,
0.05997252091765404,
-0.7242528796195984,
-0.5887157917022705,
0.5595750212669373,
0.5693687796592712,
-0.2677992582321167,
1.1503558158874512,
-0.2314825803041458,
-0.4931546747684479,
0.5981698036193848,
0.1338316798210144,
0.6393020749092102,
-0.4006805419921875,
0.2748335599899292,
0.6240490078926086,
0.03386586531996727,
0.23336119949817657,
1.0506385564804077,
-0.27280980348587036,
-0.7827935814857483,
-0.05169597268104553,
-0.3863977789878845,
-0.23520247638225555,
0.007287252694368362,
-1.1240053176879883,
0.26874610781669617,
-0.6248087286949158,
-0.2225845754146576,
-0.1917334794998169,
0.44718652963638306,
-1.0084084272384644,
0.5155115127563477,
0.28427794575691223,
1.6525334119796753,
-0.8657824397087097,
1.038432240486145,
0.9686716198921204,
-0.46805137395858765,
-0.8219010829925537,
-0.37073031067848206,
0.32521066069602966,
-0.7412190437316895,
-0.16792556643486023,
0.09905927628278732,
0.6640139222145081,
-0.3329411745071411,
-0.9250612854957581,
-0.7801334261894226,
1.3547300100326538,
0.021880626678466797,
-0.5121450424194336,
0.29687464237213135,
-0.22032545506954193,
0.3158823847770691,
-0.20586587488651276,
0.2220584750175476,
0.3476075828075409,
0.8665845394134521,
0.45793890953063965,
-0.46368250250816345,
0.16136832535266876,
-0.8448867797851562,
-0.379627525806427,
0.4425775408744812,
-0.7423033714294434,
0.1636635959148407,
-0.20219868421554565,
-0.04837561398744583,
0.30128395557403564,
1.1458110809326172,
0.20207470655441284,
0.7006344199180603,
0.40063318610191345,
0.7886798977851868,
1.0253310203552246,
-0.5295596718788147,
0.8217209577560425,
0.04195421189069748,
0.16699160635471344,
1.3296478986740112,
-0.20725925266742706,
0.4469779133796692,
0.4797409176826477,
0.1534961313009262,
0.35706663131713867,
0.6606053709983826,
-0.5714151859283447,
0.45762479305267334,
0.38784095644950867,
-0.1112588495016098,
-0.17826718091964722,
-0.17176663875579834,
-1.041992425918579,
0.04454322159290314,
0.2774098813533783,
-0.24842889606952667,
-0.01708175055682659,
-0.22924214601516724,
0.006994868163019419,
-0.10857132822275162,
-0.39715343713760376,
0.8252663016319275,
0.11780815571546555,
-0.05934826657176018,
-0.21352839469909668,
-0.010152197442948818,
0.25633445382118225,
-0.7350021600723267,
-0.48999083042144775,
-0.28577762842178345,
0.17003698647022247,
-0.4932235777378082,
-0.9586271047592163,
0.7512931227684021,
-0.4054317772388458,
-0.28755584359169006,
-0.15549105405807495,
0.8258963227272034,
-0.41235053539276123,
-0.974218487739563,
-0.026075297966599464,
0.3552852272987366,
0.08650396019220352,
0.16129069030284882,
-1.2711418867111206,
0.48907503485679626,
-0.16568467020988464,
-0.1726451814174652,
0.3504486680030823,
0.45514658093452454,
-0.14327536523342133,
0.680269181728363,
0.7634366154670715,
-0.03898856043815613,
-0.4082720875740051,
0.4548319876194,
1.0819218158721924,
-0.762921154499054,
-0.3006700873374939,
-0.2825672924518585,
0.8853224515914917,
-0.36792808771133423,
-0.9801886081695557,
0.46415457129478455,
0.9612423181533813,
0.9853307008743286,
-0.12389655411243439,
0.5389931201934814,
-0.4815448522567749,
0.5661950707435608,
-0.38722822070121765,
0.8760002851486206,
-0.5053937435150146,
-0.12662969529628754,
-0.1407133936882019,
-0.8269603848457336,
-0.6115753054618835,
0.4890013337135315,
0.31290102005004883,
0.29893216490745544,
0.3674389123916626,
0.8667338490486145,
-0.165804922580719,
0.165860116481781,
0.11585196852684021,
0.0240207277238369,
0.2406599372625351,
0.3318950831890106,
0.5087141394615173,
-0.6758710145950317,
-0.06644031405448914,
-0.5269557237625122,
-0.3685353398323059,
0.33590734004974365,
-1.1775071620941162,
-0.8872016072273254,
-0.8689393401145935,
-0.6588071584701538,
-0.5330316424369812,
-0.10261324048042297,
0.9238255620002747,
0.9319978952407837,
-1.1712372303009033,
0.009531310759484768,
0.32832321524620056,
0.121929831802845,
-0.006543227471411228,
-0.14371542632579803,
0.4785600006580353,
0.39720892906188965,
-0.43449750542640686,
-0.12877458333969116,
-0.14786092936992645,
0.17157645523548126,
-0.09415740519762039,
-0.0005731298588216305,
-0.12244376540184021,
-0.02643485553562641,
0.11141736060380936,
0.4552176296710968,
-0.12950767576694489,
-0.27085965871810913,
-0.5088819861412048,
0.15455076098442078,
-0.14645732939243317,
0.9770658016204834,
-0.8643530607223511,
-0.015192493796348572,
0.7385216355323792,
0.4534262418746948,
0.4326242208480835,
0.2573811411857605,
0.635105550289154,
-0.51854008436203,
0.07756643742322922,
-0.08512009680271149,
0.3850102424621582,
0.2692333459854126,
-0.4366276264190674,
0.8805301189422607,
0.4188130795955658,
-0.3878353536128998,
-0.5880581736564636,
-0.05148457735776901,
-1.4837452173233032,
0.29526039958000183,
0.6932262778282166,
0.2993791997432709,
-0.31452879309654236,
0.0007721564034000039,
-0.24540401995182037,
0.09455820173025131,
-0.8880365490913391,
0.27389878034591675,
0.40405339002609253,
0.3687625229358673,
-0.45062685012817383,
-0.2642245888710022,
0.7399685382843018,
-0.2859019339084625,
-1.321622610092163,
-0.06984288990497589,
0.5872024297714233,
0.2113151252269745,
0.07718046754598618,
0.7254458665847778,
-0.17872817814350128,
0.41579145193099976,
0.22745516896247864,
0.21287387609481812,
-0.41827213764190674,
-0.6093797087669373,
-0.38643714785575867,
0.09504883736371994,
-0.14847606420516968,
-0.28110024333000183
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
bookcorpusopen | null | 2023-11-24T14:42:08Z | 385 | 26 | bookcorpus | [
"task_categories:text-generation",
"task_categories:fill-mask",
"task_ids:language-modeling",
"task_ids:masked-language-modeling",
"annotations_creators:no-annotation",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:10K<n<100K",
"source_datasets:original",
"language:en",
"license:unknown",
"arxiv:2105.05241",
"region:us"
] | 2023-11-24T14:42:08Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- no-annotation
language_creators:
- found
language:
- en
license:
- unknown
multilinguality:
- monolingual
pretty_name: BookCorpusOpen
size_categories:
- 10K<n<100K
source_datasets:
- original
task_categories:
- text-generation
- fill-mask
task_ids:
- language-modeling
- masked-language-modeling
paperswithcode_id: bookcorpus
dataset_info:
features:
- name: title
dtype: string
- name: text
dtype: string
config_name: plain_text
splits:
- name: train
num_bytes: 6643435392
num_examples: 17868
download_size: 2404269430
dataset_size: 6643435392
viewer: false
---
# Dataset Card for BookCorpusOpen
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [https://github.com/soskek/bookcorpus/issues/27](https://github.com/soskek/bookcorpus/issues/27)
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Size of downloaded dataset files:** 2.40 GB
- **Size of the generated dataset:** 6.64 GB
- **Total amount of disk used:** 9.05 GB
### Dataset Summary
<div class="course-tip course-tip-orange bg-gradient-to-br dark:bg-gradient-to-r before:border-orange-500 dark:before:border-orange-800 from-orange-50 dark:from-gray-900 to-white dark:to-gray-950 border border-orange-50 text-orange-700 dark:text-gray-400">
<p><b>Defunct:</b> Dataset "bookcorpusopen" is defunct and no longer accessible due to unavailability of the source data.</p>
</div>
Books are a rich source of both fine-grained information, how a character, an object or a scene looks like, as well as high-level semantics, what someone is thinking, feeling and how these states evolve through a story.
This version of bookcorpus has 17868 dataset items (books). Each item contains two fields: title and text. The title is the name of the book (just the file name) while text contains unprocessed book text. The bookcorpus has been prepared by Shawn Presser and is generously hosted by The-Eye. The-Eye is a non-profit, community driven platform dedicated to the archiving and long-term preservation of any and all data including but by no means limited to... websites, books, games, software, video, audio, other digital-obscura and ideas.
### Supported Tasks and Leaderboards
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Languages
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Dataset Structure
### Data Instances
#### plain_text
- **Size of downloaded dataset files:** 2.40 GB
- **Size of the generated dataset:** 6.64 GB
- **Total amount of disk used:** 9.05 GB
An example of 'train' looks as follows.
```
This example was too long and was cropped:
{
"text": "\"\\n\\nzONE\\n\\n## The end and the beginning\\n\\nby\\n\\nPhilip F. Blood\\n\\nSMASHWORDS EDITION\\n\\nVersion 3.55\\n\\nPUBLISHED BY:\\n\\nPhi...",
"title": "zone-the-end-and-the-beginning.epub.txt"
}
```
### Data Fields
The data fields are the same among all splits.
#### plain_text
- `title`: a `string` feature.
- `text`: a `string` feature.
### Data Splits
| name |train|
|----------|----:|
|plain_text|17868|
## Dataset Creation
### Curation Rationale
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the source language producers?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Annotations
#### Annotation process
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the annotators?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Personal and Sensitive Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Discussion of Biases
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Other Known Limitations
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Additional Information
### Dataset Curators
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Licensing Information
The books have been crawled from smashwords.com, see their [terms of service](https://www.smashwords.com/about/tos) for more information.
A data sheet for this dataset has also been created and published in [Addressing "Documentation Debt" in Machine Learning Research: A Retrospective Datasheet for BookCorpus](https://arxiv.org/abs/2105.05241)
### Citation Information
```
@InProceedings{Zhu_2015_ICCV,
title = {Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books},
author = {Zhu, Yukun and Kiros, Ryan and Zemel, Rich and Salakhutdinov, Ruslan and Urtasun, Raquel and Torralba, Antonio and Fidler, Sanja},
booktitle = {The IEEE International Conference on Computer Vision (ICCV)},
month = {December},
year = {2015}
}
```
### Contributions
Thanks to [@vblagoje](https://github.com/vblagoje) for adding this dataset. | [
-0.5258699059486389,
-0.44355905055999756,
-0.04293821007013321,
0.03073248267173767,
-0.3008401095867157,
0.030627958476543427,
-0.2173806130886078,
-0.4886314868927002,
0.47050100564956665,
0.6536982655525208,
-0.8790531158447266,
-0.8446878790855408,
-0.39656516909599304,
0.06849469244480133,
-0.16758686304092407,
1.3193731307983398,
-0.03227727860212326,
-0.19942383468151093,
-0.4532473087310791,
-0.30304327607154846,
-0.44359785318374634,
-0.4026564061641693,
-0.24273264408111572,
-0.2427382469177246,
0.35755565762519836,
0.5706583857536316,
0.7866458892822266,
1.0444583892822266,
0.6155485510826111,
0.24725781381130219,
0.008817899972200394,
-0.013113418594002724,
-0.5095522999763489,
-0.20293624699115753,
-0.026547566056251526,
-0.34983059763908386,
-0.4591931700706482,
0.049874499440193176,
0.6201270222663879,
0.6536513566970825,
-0.16315510869026184,
0.5159055590629578,
0.08485392481088638,
1.1132904291152954,
-0.38206663727760315,
0.6363375782966614,
-0.06847251206636429,
-0.060960810631513596,
-0.3025224208831787,
-0.017490454018115997,
-0.09337366372346878,
-0.39612963795661926,
0.0017204503528773785,
-0.9230819940567017,
0.4317736029624939,
0.1486911177635193,
0.8486666679382324,
0.2356853038072586,
0.034306928515434265,
-0.36644068360328674,
-0.5125911831855774,
0.5926536917686462,
-0.49587300419807434,
0.0915246456861496,
0.5160588026046753,
0.06405652314424515,
-0.003632309613749385,
-0.56676185131073,
-0.6536400318145752,
0.0048817661590874195,
-0.18017712235450745,
0.3372114300727844,
-0.08815471827983856,
-0.3961094915866852,
0.6213154196739197,
0.7013077735900879,
-0.6513280272483826,
-0.22004298865795135,
-0.5585972666740417,
-0.05612704157829285,
1.2021068334579468,
0.32070082426071167,
0.24552690982818604,
-0.3399742841720581,
-0.21461302042007446,
-0.6651771664619446,
-0.3778504431247711,
0.3013283908367157,
0.6675524115562439,
0.36896663904190063,
-0.7069453597068787,
0.6464638113975525,
-0.051727935671806335,
0.5219331383705139,
-0.10873538255691528,
0.09558448940515518,
0.652999222278595,
-0.5712460875511169,
-0.13100029528141022,
0.07314762473106384,
0.7423264980316162,
0.6798848509788513,
0.021263862028717995,
0.045372504740953445,
0.16551414132118225,
-0.027438124641776085,
0.07747364044189453,
-0.7968277335166931,
-0.4134698212146759,
0.6840473413467407,
-0.5943841934204102,
-0.37165606021881104,
0.029331933706998825,
-1.0639439821243286,
-0.5287620425224304,
-0.5470713376998901,
0.14658065140247345,
-0.38721558451652527,
-0.4819532334804535,
0.1731814444065094,
-0.4475695788860321,
0.3524188697338104,
0.13553547859191895,
-0.6975675821304321,
0.4008263051509857,
0.5127583742141724,
0.6212233901023865,
0.03271998092532158,
-0.3232112526893616,
-0.2734757363796234,
0.16019921004772186,
-0.28784847259521484,
0.6542876362800598,
-0.3248063921928406,
-0.5698930025100708,
-0.02587127685546875,
0.3900400400161743,
0.11329545080661774,
-0.4331234395503998,
0.8267558217048645,
-0.08269515633583069,
0.12092531472444534,
-0.6879703402519226,
-0.6902643442153931,
-0.09157977253198624,
0.10184726864099503,
-0.838871955871582,
1.255605697631836,
0.25143006443977356,
-0.8551110029220581,
0.32192280888557434,
-0.7496494054794312,
-0.3197990655899048,
0.306228905916214,
0.0049737077206373215,
-0.5592637062072754,
-0.2801867723464966,
0.1624934822320938,
0.46599504351615906,
-0.43340545892715454,
0.24869370460510254,
-0.3877541124820709,
-0.17586810886859894,
0.13240079581737518,
0.2192009687423706,
1.3549296855926514,
0.03175467625260353,
-0.12797676026821136,
-0.1289760172367096,
-1.0731958150863647,
-0.13398723304271698,
0.4640328884124756,
-0.006635460536926985,
-0.3077697455883026,
-0.12465805560350418,
0.3875238299369812,
-0.17203405499458313,
0.24318324029445648,
-0.45630306005477905,
0.6036855578422546,
-0.009998763911426067,
0.21212539076805115,
0.6239088177680969,
-0.03080878034234047,
0.28957870602607727,
-0.5082838535308838,
0.39574989676475525,
0.13264496624469757,
0.49013960361480713,
-0.1649235337972641,
-0.542001485824585,
-0.5881587266921997,
-0.2276240885257721,
0.36064451932907104,
0.6367682218551636,
-0.7118406295776367,
0.7813887596130371,
-0.3920236825942993,
-0.9430204629898071,
-0.41898083686828613,
0.0801708996295929,
0.32774001359939575,
0.5210513472557068,
0.46248334646224976,
-0.5361284613609314,
-0.39917463064193726,
-0.7484583258628845,
0.06350626796483994,
-0.1701180338859558,
0.1886618733406067,
0.704917311668396,
0.7666194438934326,
-0.17771893739700317,
0.7792239785194397,
-0.8363282680511475,
-0.39776965975761414,
-0.171068474650383,
-0.12644492089748383,
0.2550300061702728,
0.6623707413673401,
0.5613685846328735,
-0.9632941484451294,
-0.31789061427116394,
-0.23606041073799133,
-0.7984231114387512,
-0.0051445122808218,
-0.1278073936700821,
-0.2830442786216736,
0.20208214223384857,
0.39729103446006775,
-0.5036364197731018,
0.51665198802948,
0.4489993453025818,
-0.6188586354255676,
0.5737016201019287,
-0.08305486291646957,
0.02145208790898323,
-1.2646876573562622,
0.3061850965023041,
0.2164732813835144,
0.22742095589637756,
-0.3878668248653412,
-0.23802633583545685,
-0.07922603189945221,
-0.08132520318031311,
-0.06560996919870377,
0.7287135124206543,
-0.38713690638542175,
0.01695030927658081,
0.3740231394767761,
0.13656529784202576,
0.09048502147197723,
0.5746085047721863,
-0.006241758354008198,
0.43889784812927246,
0.9333938956260681,
-0.6224405169487,
0.6089522838592529,
0.6808478236198425,
-0.3740781247615814,
0.5945167541503906,
-0.6227514743804932,
-0.026380769908428192,
-0.18333210051059723,
0.35985124111175537,
-0.7725074291229248,
-0.3967674970626831,
0.7413280010223389,
-0.5140928030014038,
0.5248070359230042,
-0.3149588704109192,
-0.6798042058944702,
-0.4676855206489563,
-0.5166618824005127,
0.22478002309799194,
0.3487686812877655,
-0.3901148736476898,
0.5127923488616943,
0.591931939125061,
-0.12390824407339096,
-0.5155148506164551,
-0.8472726941108704,
0.07294804602861404,
-0.038028866052627563,
-0.6496651768684387,
0.5811678767204285,
-0.508560299873352,
-0.053354114294052124,
0.33149418234825134,
0.2872590124607086,
0.11454357206821442,
-0.3212486207485199,
0.30787602066993713,
0.4569307267665863,
0.05974441021680832,
0.11882603913545609,
-0.11688937991857529,
-0.1791568547487259,
-0.06469804793596268,
-0.2363709658384323,
0.14613887667655945,
-0.13907480239868164,
-0.07792720943689346,
-0.2464762032032013,
0.15820862352848053,
0.27933821082115173,
-0.1800357550382614,
0.6133650541305542,
0.8298889994621277,
-0.22146962583065033,
-0.061674170196056366,
-0.39905446767807007,
-0.0027407060842961073,
-0.39810264110565186,
0.13506609201431274,
0.025385813787579536,
-0.5500751733779907,
0.8580126762390137,
0.19687670469284058,
0.2221873700618744,
0.6904779672622681,
0.421176940202713,
0.013293785974383354,
0.4103873074054718,
0.480861634016037,
-0.12373895943164825,
0.5813637375831604,
-0.7773552536964417,
-0.11919104307889938,
-0.8739055395126343,
-0.5010625720024109,
-0.6039717197418213,
-0.3439795672893524,
-1.0358002185821533,
-0.3528590798377991,
0.040576886385679245,
0.019803320989012718,
-0.1924847513437271,
0.48730137944221497,
-0.9283480048179626,
0.38018783926963806,
0.6355721354484558,
0.19046135246753693,
0.11321352422237396,
0.15251471102237701,
0.11376236379146576,
0.04732247069478035,
-0.6423317193984985,
-0.33035674691200256,
1.270420789718628,
0.2732378840446472,
0.38956770300865173,
0.07148966938257217,
0.7392816543579102,
0.47656482458114624,
0.11843275278806686,
-0.5203749537467957,
0.5068185925483704,
-0.22122986614704132,
-0.7547566294670105,
-0.37620973587036133,
-0.42329999804496765,
-0.8890877962112427,
-0.21209388971328735,
-0.22127987444400787,
-0.6442189812660217,
0.8208882808685303,
0.07937009632587433,
-0.1144244447350502,
0.2611526548862457,
-0.8615100979804993,
1.1041638851165771,
-0.185186967253685,
-0.6428909301757812,
0.11464370787143707,
-0.8932831287384033,
0.10658897459506989,
0.2023511826992035,
0.4041411578655243,
-0.08929790556430817,
-0.08931313455104828,
0.9922900199890137,
-0.7298387289047241,
0.9257329702377319,
-0.3593260943889618,
0.24526254832744598,
0.6554458737373352,
-0.092750683426857,
0.40522176027297974,
0.032521676272153854,
-0.1628781259059906,
0.6124635338783264,
0.27955856919288635,
-0.543537974357605,
-0.3191289007663727,
0.47120699286460876,
-0.7252811789512634,
-0.021060815081000328,
-0.6222637295722961,
-0.5656089782714844,
0.011845412664115429,
0.30633848905563354,
0.1888139843940735,
0.7063125967979431,
-0.10454879701137543,
0.2895389199256897,
0.6111645102500916,
-0.4147037863731384,
0.27070701122283936,
0.30158114433288574,
-0.15733063220977783,
-0.7210206985473633,
1.1163443326950073,
0.2906806468963623,
-0.13483311235904694,
0.1683424413204193,
0.19528108835220337,
-0.3112623691558838,
-0.28478115797042847,
-0.6409274339675903,
0.298481285572052,
-0.5987053513526917,
-0.17194531857967377,
-0.38484716415405273,
-0.07987405359745026,
-0.49769043922424316,
-0.07130159437656403,
-0.18261729180812836,
-0.35193634033203125,
-0.36958059668540955,
-0.16688214242458344,
0.8341425061225891,
0.5944766998291016,
-0.5242093205451965,
0.01712208427488804,
-0.6686541438102722,
0.21405138075351715,
-0.14397600293159485,
0.5622624754905701,
-0.07267727702856064,
-0.34940794110298157,
-0.4336239993572235,
-0.04327664524316788,
-0.20076285302639008,
-0.4126417338848114,
0.37919849157333374,
-0.07696592062711716,
0.23265990614891052,
-0.04726777598261833,
0.3085404336452484,
0.5151257514953613,
-0.15459705889225006,
0.9775005578994751,
0.04470186308026314,
-0.6168423295021057,
0.4166797995567322,
-0.5519384741783142,
0.21788693964481354,
0.775606095790863,
0.49687299132347107,
-0.4270683228969574,
0.0018015969544649124,
-0.9511286020278931,
-0.9258629679679871,
0.9850025773048401,
0.3935494124889374,
0.09630412608385086,
0.29337552189826965,
0.47034403681755066,
0.056402236223220825,
0.34151729941368103,
-0.6761462092399597,
-0.8240209817886353,
-0.3075169324874878,
-0.2898368239402771,
-0.19002357125282288,
-0.22312064468860626,
-0.17537614703178406,
-0.6206828355789185,
0.8912515044212341,
0.03990432992577553,
0.24650438129901886,
0.39840778708457947,
0.2097974270582199,
-0.09595322608947754,
-0.1189434751868248,
0.2763202488422394,
0.4572562277317047,
-0.4250325858592987,
-0.38790163397789,
-0.36955368518829346,
-0.8660786747932434,
-0.3173254430294037,
0.6154585480690002,
-0.3549945056438446,
-0.090190589427948,
0.4145038425922394,
0.7619561553001404,
0.00041467370465397835,
-0.4409940838813782,
0.3958476781845093,
-0.17484241724014282,
-0.3620583117008209,
-0.5632771849632263,
0.04257415980100632,
0.07723835110664368,
0.2742704153060913,
0.21001769602298737,
0.015959985554218292,
0.14832724630832672,
-0.5398769378662109,
0.15040796995162964,
0.04858168959617615,
-0.23493410646915436,
-0.14544321596622467,
0.3423614203929901,
0.13739196956157684,
-0.1949259340763092,
0.695594310760498,
-0.32306942343711853,
-0.35960519313812256,
0.8525330424308777,
0.06611964851617813,
0.7825625538825989,
0.10741700977087021,
0.28761643171310425,
0.7177003026008606,
0.3800485134124756,
0.07703814655542374,
0.29330193996429443,
-0.2862474024295807,
-0.6785861253738403,
0.07306140661239624,
-0.6325402855873108,
-0.4773828685283661,
0.12379435449838638,
-0.806302547454834,
0.43874499201774597,
-0.40694817900657654,
-0.02732074446976185,
0.1905629187822342,
0.4851950705051422,
-0.7914257645606995,
0.17831966280937195,
-0.007315431255847216,
0.9664798974990845,
-0.8143163919448853,
0.4062488377094269,
0.5280771851539612,
-0.9641209244728088,
-0.8751566410064697,
-0.1930302530527115,
0.03204673156142235,
-0.48840582370758057,
0.24192306399345398,
0.027298521250486374,
0.4559677243232727,
0.08220307528972626,
-0.9586824774742126,
-0.6593179106712341,
1.2628915309906006,
0.19450189173221588,
-0.5248238444328308,
0.25837159156799316,
0.19341520965099335,
0.5624973773956299,
-0.2653563916683197,
0.15294048190116882,
0.45873093605041504,
0.6222445368766785,
0.3109835386276245,
-0.4731253385543823,
0.09148048609495163,
-0.5570282936096191,
-0.22186535596847534,
0.002052715979516506,
-0.8991451263427734,
0.4841453731060028,
-0.08437585085630417,
0.014320913702249527,
-0.14328663051128387,
0.35077103972435,
0.24309800565242767,
0.5329433083534241,
0.2821384072303772,
0.771856963634491,
0.9897933602333069,
-0.18940892815589905,
1.4980788230895996,
-0.3346017897129059,
0.4928176701068878,
0.9774394631385803,
-0.13897103071212769,
0.5317947864532471,
0.12017311155796051,
-0.4607474207878113,
0.5627163648605347,
0.8210383057594299,
-0.651401698589325,
0.2628141939640045,
0.14774280786514282,
0.05796445161104202,
-0.05133476108312607,
-0.3273470103740692,
-0.5950312614440918,
0.040538907051086426,
0.3236307203769684,
-0.2792087495326996,
0.15886190533638,
-0.1547800451517105,
0.013512183912098408,
-0.2299158126115799,
-0.24844546616077423,
0.7161908745765686,
0.11256550252437592,
-0.4009614884853363,
0.44199880957603455,
-0.37757402658462524,
0.3314526379108429,
-0.6277884244918823,
-0.057993728667497635,
-0.22802501916885376,
0.28131547570228577,
-0.5178543329238892,
-1.0177867412567139,
0.31683915853500366,
-0.08015220612287521,
-0.550983726978302,
-0.2801216244697571,
0.534961462020874,
-0.35733523964881897,
-0.9205018281936646,
0.2782107889652252,
0.13752451539039612,
0.4109760820865631,
0.24928590655326843,
-1.1311447620391846,
0.45373964309692383,
0.08217788487672806,
-0.4398244321346283,
0.18771450221538544,
0.5626001358032227,
0.07747267931699753,
0.4662817120552063,
0.7249568700790405,
0.02935607358813286,
-0.20155371725559235,
0.1879132241010666,
0.7842768430709839,
-0.6595692038536072,
-0.40198150277137756,
-0.49889668822288513,
0.7606741189956665,
-0.2890581488609314,
-0.48194488883018494,
0.6573559641838074,
0.9851531982421875,
1.1377906799316406,
-0.15888170897960663,
0.8650362491607666,
-0.5097125172615051,
0.5436509847640991,
-0.27068468928337097,
0.6677364110946655,
-0.8606740236282349,
0.08920715749263763,
-0.5993017554283142,
-0.7740646004676819,
-0.3596651256084442,
0.3475859761238098,
-0.2695510685443878,
0.17372040450572968,
0.5044743418693542,
0.9217928051948547,
0.09082505106925964,
0.23673255741596222,
-0.08219684660434723,
0.3256036639213562,
0.14645041525363922,
0.2727937400341034,
0.2027406096458435,
-0.8526548743247986,
0.6149954795837402,
-0.5777126550674438,
-0.30754324793815613,
-0.11447291821241379,
-0.9818799495697021,
-0.7100372314453125,
-1.0701133012771606,
-0.7995278239250183,
-0.6090842485427856,
-0.12970563769340515,
0.8114942908287048,
0.5548717975616455,
-0.7642529010772705,
-0.4377835988998413,
-0.10967595130205154,
0.14643365144729614,
-0.14889425039291382,
-0.3079860806465149,
0.7190960645675659,
0.2460731714963913,
-0.564047634601593,
-0.20876304805278778,
0.03827546909451485,
-0.07719898223876953,
-0.1019054725766182,
-0.11423622816801071,
-0.1391127109527588,
-0.19686681032180786,
0.40195730328559875,
0.50327467918396,
-0.2120877355337143,
0.20015385746955872,
-0.18209880590438843,
0.0874171108007431,
0.10084065794944763,
0.6101195812225342,
-0.5423079133033752,
0.4372560977935791,
0.3538619577884674,
0.44025394320487976,
0.8200826048851013,
-0.05516483262181282,
0.10362028330564499,
-0.44971221685409546,
0.12258348613977432,
0.11156845837831497,
0.2994871437549591,
0.5286121964454651,
-0.6547386646270752,
0.928571879863739,
0.6123403310775757,
-0.552091121673584,
-0.8379579782485962,
-0.1639350950717926,
-1.3495200872421265,
-0.11041083931922913,
1.1795446872711182,
0.13199859857559204,
-0.5774734020233154,
-0.020704777911305428,
-0.25527048110961914,
0.25455695390701294,
-0.5497994422912598,
0.46640118956565857,
0.837733268737793,
-0.01095319353044033,
0.0973377525806427,
-0.5783447027206421,
0.5850898027420044,
-0.058388371020555496,
-0.9437087774276733,
0.5003011226654053,
0.6661279797554016,
0.2175823450088501,
0.34703686833381653,
0.6066930890083313,
-0.29296252131462097,
0.0479545071721077,
0.2572906017303467,
0.48678135871887207,
-0.3549741208553314,
-0.11428850889205933,
-0.270114541053772,
-0.250748872756958,
-0.43160367012023926,
-0.04121597856283188
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
sem_eval_2014_task_1 | null | 2023-01-25T14:43:53Z | 385 | 1 | null | [
"task_categories:text-classification",
"task_ids:text-scoring",
"task_ids:natural-language-inference",
"task_ids:semantic-similarity-scoring",
"annotations_creators:crowdsourced",
"language_creators:expert-generated",
"multilinguality:monolingual",
"size_categories:1K<n<10K",
"source_datasets:extended|other-ImageFlickr and SemEval-2012 STS MSR-Video Descriptions",
"language:en",
"license:cc-by-4.0",
"region:us"
] | 2023-01-25T14:43:53Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- crowdsourced
language_creators:
- expert-generated
language:
- en
license:
- cc-by-4.0
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- extended|other-ImageFlickr and SemEval-2012 STS MSR-Video Descriptions
task_categories:
- text-classification
task_ids:
- text-scoring
- natural-language-inference
- semantic-similarity-scoring
pretty_name: SemEval 2014 - Task 1
dataset_info:
features:
- name: sentence_pair_id
dtype: int64
- name: premise
dtype: string
- name: hypothesis
dtype: string
- name: relatedness_score
dtype: float32
- name: entailment_judgment
dtype:
class_label:
names:
'0': NEUTRAL
'1': ENTAILMENT
'2': CONTRADICTION
splits:
- name: train
num_bytes: 540296
num_examples: 4500
- name: test
num_bytes: 592320
num_examples: 4927
- name: validation
num_bytes: 60981
num_examples: 500
download_size: 197230
dataset_size: 1193597
---
# Dataset Card for SemEval 2014 - Task 1
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [SemEval-2014 Task 1](https://alt.qcri.org/semeval2014/task1/)
- **Repository:**
- **Paper:** [Aclweb](https://www.aclweb.org/anthology/S14-2001/)
- **Leaderboard:**
- **Point of Contact:**
### Dataset Summary
[More Information Needed]
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
[More Information Needed]
## Dataset Structure
### Data Instances
[More Information Needed]
### Data Fields
[More Information Needed]
### Data Splits
[More Information Needed]
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
[More Information Needed]
### Contributions
Thanks to [@ashmeet13](https://github.com/ashmeet13) for adding this dataset. | [
-0.5487725138664246,
-0.4400867223739624,
0.2624182105064392,
0.23997116088867188,
-0.3471812903881073,
-0.06688792258501053,
-0.17925699055194855,
-0.2764207720756531,
0.5531540513038635,
0.8515233993530273,
-0.9369313716888428,
-1.0284888744354248,
-0.7600955367088318,
0.0853990912437439,
-0.07594920694828033,
1.079433560371399,
0.03799045830965042,
-0.2010069191455841,
-0.34734252095222473,
-0.4357752203941345,
-0.5065192580223083,
-0.5339391231536865,
-0.505736231803894,
-0.17759332060813904,
0.39600682258605957,
0.923816978931427,
0.5271483063697815,
0.6761327385902405,
0.6369574666023254,
0.30188509821891785,
0.0535886250436306,
0.03185434266924858,
-0.5961223840713501,
-0.08586776256561279,
-0.28174349665641785,
-0.11471713334321976,
-0.8379769921302795,
0.050347696989774704,
0.6158248782157898,
0.5066387057304382,
0.10272705554962158,
0.8031338453292847,
0.22874891757965088,
0.6029917597770691,
-0.52716064453125,
0.5360738635063171,
-0.3320721685886383,
-0.07608223706483841,
-0.5513312220573425,
-0.34836626052856445,
-0.018447550013661385,
-0.42254817485809326,
-0.16286584734916687,
-0.47476598620414734,
0.11079520732164383,
-0.1898644119501114,
0.7877647876739502,
0.2773941159248352,
-0.4911886155605316,
-0.19194364547729492,
-0.49751168489456177,
0.6458386778831482,
-0.7466186881065369,
0.0038143047131597996,
0.7322472929954529,
0.3738306760787964,
0.10965365171432495,
-0.9724843502044678,
-0.2595980763435364,
0.5136898756027222,
0.009684755466878414,
0.317043274641037,
-0.16871583461761475,
-0.24125541746616364,
0.6810176372528076,
0.3951832056045532,
-0.37818971276283264,
-0.2789554297924042,
-0.861096978187561,
-0.3542153537273407,
1.1309828758239746,
0.4111429750919342,
0.17692510783672333,
-0.3489477336406708,
-0.1627274602651596,
-0.24941788613796234,
-0.5889849662780762,
0.0600665919482708,
0.4484802782535553,
0.4021039605140686,
-0.570864200592041,
0.6476708650588989,
-0.21511603891849518,
0.3441679775714874,
-0.3130512535572052,
0.002540514338761568,
0.8275294899940491,
-0.7243704795837402,
-0.008411470800638199,
0.1375555396080017,
0.6451284289360046,
0.5852193832397461,
-0.16987232863903046,
0.3039458394050598,
-0.04240906238555908,
-0.12406296283006668,
0.14939424395561218,
-1.009616494178772,
-0.23642180860042572,
0.4889914095401764,
-0.7497612833976746,
-0.48485350608825684,
0.15037256479263306,
-1.2925901412963867,
-0.38392335176467896,
-0.44402310252189636,
0.34981995820999146,
-0.04387196898460388,
-0.27787908911705017,
-0.27768588066101074,
-0.12966403365135193,
0.4380384385585785,
0.16601279377937317,
-0.5832921266555786,
0.4654146432876587,
0.5168638825416565,
0.6405243277549744,
-0.06227562204003334,
-0.21757550537586212,
-0.3874000012874603,
0.11024238169193268,
0.022016294300556183,
0.6512038707733154,
-0.5287323594093323,
-0.5466023683547974,
0.027136463671922684,
0.6667831540107727,
0.084149569272995,
-0.24102774262428284,
1.112489938735962,
-0.0522429458796978,
0.14372518658638,
-0.7337826490402222,
-0.4727218449115753,
-0.23648788034915924,
0.1740223914384842,
-0.9722462892532349,
1.3106971979141235,
0.08760851621627808,
-0.846028745174408,
0.36134251952171326,
-0.9119739532470703,
-0.4271930456161499,
0.28683724999427795,
-0.3115594685077667,
-0.5773453712463379,
-0.2695890963077545,
0.11434533447027206,
0.7704788446426392,
-0.5120687484741211,
0.14322640001773834,
-0.3612884283065796,
-0.20700082182884216,
-0.11875636130571365,
-0.13681471347808838,
1.2269166707992554,
0.465888112783432,
-0.43880695104599,
0.020293280482292175,
-1.0996023416519165,
0.02559804916381836,
0.2784860134124756,
-0.10458604246377945,
-0.21162466704845428,
-0.22903959453105927,
0.4474982023239136,
0.177936851978302,
0.5015636086463928,
-0.28020983934402466,
0.049350377172231674,
0.06630592048168182,
0.4518359899520874,
0.7182909846305847,
0.4600221514701843,
0.3253170847892761,
-0.3277835547924042,
0.6633066534996033,
0.1836443990468979,
0.3604672849178314,
-0.1561051905155182,
-0.5008126497268677,
-0.7235605716705322,
-0.16645759344100952,
0.3912202715873718,
0.6751928925514221,
-0.4851096272468567,
0.6670844554901123,
-0.43728891015052795,
-0.8382786512374878,
-0.5266278386116028,
0.015083528123795986,
0.15974636375904083,
0.3821263909339905,
0.374980628490448,
-0.34555667638778687,
-0.9338454604148865,
-0.9736045598983765,
0.15994305908679962,
0.03498321771621704,
0.40875181555747986,
0.7313938140869141,
1.0555229187011719,
-0.31554633378982544,
0.5571557283401489,
-0.5803247690200806,
-0.07987236231565475,
-0.22375400364398956,
0.18815189599990845,
0.32418087124824524,
0.6461127996444702,
0.5493499040603638,
-0.8345519304275513,
-0.24342644214630127,
-0.30037161707878113,
-0.6285185813903809,
-0.3866287171840668,
-0.03738784417510033,
-0.42525070905685425,
0.12271464616060257,
0.38924238085746765,
0.05359755456447601,
0.7940991520881653,
0.5595031380653381,
-0.8435165286064148,
0.3603653907775879,
0.10627953708171844,
0.4433172941207886,
-1.567320704460144,
0.34686851501464844,
-0.09486912190914154,
-0.01984027959406376,
-0.5634979009628296,
-0.21048597991466522,
0.08900497853755951,
-0.08081457018852234,
-0.3942745625972748,
0.7309920191764832,
-0.16442035138607025,
0.09284563362598419,
0.03226477652788162,
-0.24233558773994446,
0.014093957841396332,
0.46048790216445923,
-0.006780794356018305,
0.6801448464393616,
0.5821443200111389,
-0.6342722177505493,
0.4043672978878021,
0.4573417603969574,
-0.2683470845222473,
0.7953208088874817,
-0.8726190328598022,
0.010130603797733784,
-0.2913571894168854,
0.06361732631921768,
-0.9608087539672852,
-0.4464263916015625,
0.4808320105075836,
-0.5900342464447021,
0.10558110475540161,
-0.2090928703546524,
-0.5215672850608826,
-0.3929940462112427,
-0.3840563893318176,
0.40710943937301636,
0.4970678985118866,
-0.2567960023880005,
0.40817558765411377,
0.8828842043876648,
-0.1738007366657257,
-0.3484058082103729,
-0.8791807293891907,
0.0048545366153120995,
-0.3373278081417084,
-0.6282370686531067,
0.4874187707901001,
-0.2780646085739136,
-0.04772571101784706,
0.14245735108852386,
0.2057473212480545,
-0.26370155811309814,
0.04554683342576027,
0.45718446373939514,
0.20190083980560303,
-0.0153506463393569,
0.011662852950394154,
-0.055855538696050644,
-0.07766341418027878,
0.013460955582559109,
0.09746233373880386,
0.4010333716869354,
-0.07407963275909424,
-0.37302014231681824,
-0.21795979142189026,
0.4059237837791443,
0.4248460829257965,
-0.26254868507385254,
0.6903340220451355,
1.0381860733032227,
-0.5540392398834229,
0.06264635920524597,
-0.681871771812439,
-0.0972624123096466,
-0.39040568470954895,
0.20737186074256897,
-0.3622988760471344,
-0.8438618779182434,
1.0233596563339233,
-0.009079859592020512,
0.17518645524978638,
0.9199020266532898,
0.6387901902198792,
0.23282968997955322,
0.8168938159942627,
0.42050257325172424,
-0.24669958651065826,
0.47003769874572754,
-0.5757133364677429,
-0.14829383790493011,
-0.8586960434913635,
-0.5346024632453918,
-0.9133539199829102,
-0.432817667722702,
-0.8918187618255615,
-0.4738856852054596,
0.05384800210595131,
-0.01743391528725624,
-0.43726813793182373,
0.6232762932777405,
-0.5610741972923279,
0.370673269033432,
0.8524579405784607,
0.11390094459056854,
-0.10203319042921066,
0.031562332063913345,
-0.04141853749752045,
-0.04956591874361038,
-0.7121246457099915,
-0.6246947050094604,
1.2213876247406006,
0.41318827867507935,
0.4786740839481354,
0.09929273277521133,
1.0731298923492432,
0.3839303255081177,
-0.21610751748085022,
-0.32113802433013916,
0.6325011253356934,
-0.12890158593654633,
-0.6753659248352051,
-0.4683331549167633,
-0.2736429274082184,
-0.9348061084747314,
-0.22601614892482758,
-0.1992563009262085,
-0.5891502499580383,
0.7145795226097107,
0.06934569031000137,
-0.318482905626297,
0.06533793359994888,
-0.5551599860191345,
1.2285817861557007,
-0.0890752300620079,
-0.6132383942604065,
-0.0398709811270237,
-0.7876849174499512,
0.011791680008172989,
0.08205012232065201,
0.46902596950531006,
-0.3277563452720642,
-0.09661804139614105,
1.0957646369934082,
-0.6483917236328125,
1.1100609302520752,
-0.34583580493927,
0.32189705967903137,
0.6376287341117859,
-0.3809139132499695,
0.6540692448616028,
0.13810449838638306,
-0.22857047617435455,
0.28288140892982483,
0.2739901840686798,
-0.5513598322868347,
-0.3641361892223358,
0.6305989027023315,
-0.8638309836387634,
-0.07823806256055832,
-0.5030843019485474,
-0.06537307053804398,
0.13001389801502228,
0.3236214518547058,
0.3591388463973999,
0.6010919213294983,
-0.3311638832092285,
0.6050906777381897,
0.5855428576469421,
-0.22604608535766602,
0.1640874445438385,
0.260672003030777,
0.12042635679244995,
-0.8454030156135559,
0.8449541926383972,
0.45843470096588135,
-0.17533107101917267,
0.09026975929737091,
-0.033052776008844376,
-0.4782002866268158,
-0.13991914689540863,
-0.3056912124156952,
-0.010863786563277245,
-0.8323768377304077,
-0.23356781899929047,
-0.45698726177215576,
-0.4757882356643677,
-0.8103315234184265,
-0.10894229263067245,
-0.060413964092731476,
-0.662273108959198,
-0.5115366578102112,
-0.2978422939777374,
0.6357748508453369,
0.39555656909942627,
-0.5147838592529297,
0.032609838992357254,
-0.8494766354560852,
0.027017908170819283,
0.214094340801239,
0.3540392816066742,
-0.1370099037885666,
-0.5084850192070007,
-0.3351646065711975,
0.033730532974004745,
-0.22432555258274078,
-0.9616031050682068,
0.31474775075912476,
0.11459175497293472,
0.9293346405029297,
0.17535533010959625,
0.2032475471496582,
0.7703835368156433,
-0.26843205094337463,
1.14943528175354,
-0.026190374046564102,
-0.621113657951355,
1.0177870988845825,
-0.44881027936935425,
0.4868263304233551,
1.0290154218673706,
0.2694437503814697,
-0.7057517766952515,
0.07641318440437317,
-1.1099218130111694,
-1.2232927083969116,
0.8117532134056091,
0.37341412901878357,
0.2234104871749878,
-0.16167299449443817,
0.14900462329387665,
-0.03769547492265701,
0.2601427435874939,
-0.7599396705627441,
-0.6979409456253052,
-0.31940704584121704,
-0.3477987051010132,
0.016049623489379883,
-0.6082578897476196,
-0.30732813477516174,
-0.4722665846347809,
1.073834776878357,
0.12301089614629745,
0.3806810975074768,
0.14032021164894104,
0.13845983147621155,
0.026234203949570656,
0.4336671531200409,
0.5492296814918518,
0.5723446607589722,
-0.21907973289489746,
0.08723775297403336,
0.26597440242767334,
-0.6420024037361145,
-0.16746100783348083,
0.21129849553108215,
-0.30921441316604614,
-0.16289125382900238,
0.4547562897205353,
1.0646498203277588,
0.25573647022247314,
-0.4345731735229492,
0.7214974761009216,
0.10218869149684906,
-0.5144127011299133,
-0.7957411408424377,
-0.09699013829231262,
-0.1511939913034439,
0.42451950907707214,
0.13246086239814758,
-0.020041966810822487,
0.35856884717941284,
-0.478209525346756,
0.3600631654262543,
0.014467984437942505,
-0.5730760097503662,
-0.3179410696029663,
0.6993810534477234,
0.40277063846588135,
-0.17065277695655823,
0.32698383927345276,
-0.2685898244380951,
-0.4244934022426605,
0.8959787487983704,
0.2619621753692627,
1.078298568725586,
-0.17156966030597687,
0.4598085582256317,
0.9382230639457703,
0.38416120409965515,
0.0004964529071003199,
1.0070871114730835,
-0.16290372610092163,
-0.6589681506156921,
-0.19196055829524994,
-0.49530720710754395,
-0.18415284156799316,
0.2815815210342407,
-0.8561366200447083,
0.5968632698059082,
-0.3555887043476105,
-0.1933441162109375,
-0.10755766183137894,
0.3599366247653961,
-1.170748233795166,
0.23173828423023224,
0.050144996494054794,
1.0206652879714966,
-1.1002894639968872,
0.623936116695404,
0.9674621224403381,
-0.8073246479034424,
-0.8702285885810852,
-0.537865400314331,
0.22447331249713898,
-0.7167184948921204,
0.39106285572052,
-0.08220057934522629,
0.4848003089427948,
-0.026272762566804886,
-0.8417667746543884,
-0.9486895799636841,
1.6676006317138672,
-0.04407212510704994,
-0.28753915429115295,
0.4646347761154175,
0.3252502977848053,
0.3960423469543457,
-0.4932297468185425,
0.21344465017318726,
0.6631909012794495,
0.7660287618637085,
0.5512431263923645,
-0.5309723019599915,
0.2577655017375946,
-0.6488000154495239,
-0.13664372265338898,
0.09188083559274673,
-0.7735537886619568,
0.5675447583198547,
0.19993792474269867,
-0.07543528825044632,
-0.269413024187088,
0.49270087480545044,
0.3376416265964508,
0.516493022441864,
0.36825132369995117,
0.7939871549606323,
0.9116582870483398,
-0.18626074492931366,
0.7889071702957153,
-0.4571509063243866,
0.26498982310295105,
1.3493009805679321,
-0.03375579044222832,
0.7500859498977661,
0.30087581276893616,
-0.2847670316696167,
0.272699236869812,
0.8126064538955688,
-0.3699581027030945,
0.4660120904445648,
0.0055212280713021755,
-0.09697004407644272,
-0.27550745010375977,
-0.3625542223453522,
-0.6767185926437378,
0.4292740225791931,
0.38486674427986145,
-0.7358406186103821,
-0.12599369883537292,
-0.17720580101013184,
0.09769739955663681,
-0.15943759679794312,
-0.6748268008232117,
0.8047052025794983,
-0.1293751746416092,
-0.3933791220188141,
-0.03371815010905266,
-0.1530725508928299,
0.31349268555641174,
-0.4225257337093353,
-0.2926694452762604,
-0.0839049369096756,
-0.09621522575616837,
-0.4576627314090729,
-0.9635003805160522,
0.4847221374511719,
-0.025353863835334778,
-0.3828922510147095,
-0.2214851975440979,
1.0703010559082031,
-0.43558448553085327,
-0.9381133317947388,
-0.11996147781610489,
0.39010384678840637,
0.40676265954971313,
0.22654737532138824,
-0.916952908039093,
0.33747437596321106,
0.12486118823289871,
-0.2774784564971924,
0.022087357938289642,
0.6707621216773987,
-0.1465911865234375,
0.2105920910835266,
0.4357209801673889,
0.21435607969760895,
-0.032926272600889206,
0.3901975750923157,
0.7642146944999695,
-0.7923405766487122,
-0.5143789649009705,
-0.6089434623718262,
0.8890736699104309,
-0.5917432904243469,
-0.5063026547431946,
0.7994734048843384,
0.8343424201011658,
0.8982716798782349,
0.04641535133123398,
1.1077141761779785,
-0.47467923164367676,
0.7956457138061523,
-0.34095561504364014,
0.7189962267875671,
-0.6460738182067871,
0.06799327582120895,
-0.5171507596969604,
-0.881081759929657,
-0.25334471464157104,
0.6862999200820923,
-0.42486998438835144,
0.04156029224395752,
0.4505122900009155,
0.9374979734420776,
0.09264496713876724,
0.284859299659729,
0.24109132587909698,
0.27724596858024597,
0.018300935626029968,
0.2617243528366089,
0.34721437096595764,
-0.7988432049751282,
0.5873104333877563,
-0.5470741987228394,
-0.1506413072347641,
-0.1983114629983902,
-1.1141034364700317,
-0.9413005113601685,
-1.1235783100128174,
-0.6665934324264526,
-0.4820059537887573,
-0.04718262702226639,
1.2457256317138672,
0.6307435631752014,
-1.1911308765411377,
-0.25164225697517395,
0.09107267111539841,
0.019388750195503235,
-0.0320926196873188,
-0.25763025879859924,
0.511588454246521,
0.061439644545316696,
-0.6377939581871033,
-0.2379627227783203,
0.09920394420623779,
0.11571665108203888,
-0.05065787583589554,
-0.2531517446041107,
-0.18816493451595306,
-0.09823846071958542,
0.598197877407074,
0.39434105157852173,
-0.49379584193229675,
-0.3435879945755005,
-0.06858359277248383,
0.017998775467276573,
-0.19267262518405914,
0.48718559741973877,
-0.36770302057266235,
0.4034768342971802,
0.8426548838615417,
0.5405290126800537,
0.6471189856529236,
-0.03300362452864647,
0.2609020471572876,
-0.6788047552108765,
0.056585755199193954,
0.27526620030403137,
0.4641037881374359,
0.06435991823673248,
-0.49310067296028137,
1.140053391456604,
0.22690944373607635,
-0.7926956415176392,
-0.6996725797653198,
-0.13567790389060974,
-1.126473069190979,
0.04777803272008896,
1.3602575063705444,
0.0911659523844719,
-0.39496907591819763,
-0.20516832172870636,
-0.35003459453582764,
0.30794721841812134,
-0.588297426700592,
0.31948572397232056,
1.029396891593933,
0.22083203494548798,
-0.2819875180721283,
-0.6921123266220093,
0.5641043186187744,
-0.17040863633155823,
-1.075628638267517,
-0.17716379463672638,
0.7104961276054382,
0.0559101440012455,
0.03196202963590622,
1.0413565635681152,
-0.4677886664867401,
0.26307499408721924,
0.029274161905050278,
0.33755430579185486,
-0.018051186576485634,
-0.2298639714717865,
-0.21715158224105835,
-0.09667129814624786,
-0.19292406737804413,
-0.21023942530155182
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
imvladikon/hebrew_speech_coursera | imvladikon | 2023-05-05T09:05:00Z | 384 | 5 | null | [
"task_categories:automatic-speech-recognition",
"size_categories:1K<n<10K",
"language:he",
"region:us"
] | 2023-05-05T09:05:00Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
task_categories:
- automatic-speech-recognition
language:
- he
dataset_info:
features:
- name: audio
dtype:
audio:
sampling_rate: 16000
- name: sentence
dtype: string
splits:
- name: train
num_bytes: 6670706136.352
num_examples: 20306
- name: validation
num_bytes: 1648062261.28
num_examples: 5076
download_size: 7726933856
dataset_size: 8318768397.632
size_categories:
- 1K<n<10K
---
# Dataset Card for Dataset Name
## Dataset Description
- **Homepage:**
- **Repository:**
- **Paper:**
- **Leaderboard:**
- **Point of Contact:**
### Dataset Summary
This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
[More Information Needed]
## Dataset Structure
### Data Instances
```json
{'audio': {'path': '/root/.cache/huggingface/datasets/downloads/extracted/89efd3a0fa3ead3f0b8e432e8796697a738d4561b24ff91f4fb2cc25d86e9fb0/train/ccef55189b7843d49110228cb0a71bfa115.wav',
'array': array([-0.01217651, -0.04351807, -0.06278992, ..., -0.00018311,
-0.00146484, -0.00349426]),
'sampling_rate': 16000},
'sentence': 'מצד אחד ובתנועה הציונית הצעירה'}
```
### Data Fields
[More Information Needed]
### Data Splits
| | train | validation |
| ---- | ----- | ---------- |
| number of samples | 20306 | 5076 |
| hours | 28.88 | 7.23 |
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
```
@misc{imvladikon2022hebrew_speech_coursera,
author = {Gurevich, Vladimir},
title = {Hebrew Speech Recognition Dataset: Coursera},
year = {2022},
howpublished = \url{https://huggingface.co/datasets/imvladikon/hebrew_speech_coursera},
}
```
### Contributions
[More Information Needed] | [
-0.49647337198257446,
-0.5473641157150269,
-0.08373052626848221,
0.3558746874332428,
-0.4053255319595337,
-0.09166521579027176,
-0.46976718306541443,
-0.29885903000831604,
0.6779336929321289,
0.3835565447807312,
-0.8532811999320984,
-1.1783008575439453,
-0.7113993763923645,
-0.1429312825202942,
-0.24809645116329193,
1.1842511892318726,
0.17089560627937317,
-0.1709674596786499,
-0.015314511954784393,
-0.4078584313392639,
-0.4238283634185791,
-0.3835662603378296,
-0.667334794998169,
-0.5199436545372009,
0.31724342703819275,
0.6097496747970581,
0.7514452338218689,
0.843708336353302,
0.26194965839385986,
0.27831146121025085,
-0.26799476146698,
-0.29452085494995117,
-0.4665824770927429,
-0.1677628755569458,
0.11824052035808563,
-0.47309985756874084,
-0.9046757221221924,
0.16184782981872559,
0.7610248327255249,
0.6376805305480957,
-0.47594863176345825,
0.6762700080871582,
-0.04127778485417366,
0.7533479928970337,
-0.3197636902332306,
0.5778212547302246,
-0.2545620799064636,
0.10170049220323563,
-0.6185995936393738,
-0.10753262788057327,
0.001725751906633377,
-0.3550606369972229,
-0.023592382669448853,
-0.6300865411758423,
0.11015045642852783,
0.06548349559307098,
0.9673200249671936,
0.12586042284965515,
0.11652611941099167,
-0.148320272564888,
-0.4042122960090637,
0.5520264506340027,
-0.7476794719696045,
0.38998982310295105,
0.7303817272186279,
0.41764479875564575,
-0.08833806216716766,
-0.6531391143798828,
-0.7313439846038818,
0.20054057240486145,
0.0667644664645195,
0.373211532831192,
-0.39272376894950867,
-0.16354186832904816,
0.5375155210494995,
0.5010266304016113,
-0.6590741276741028,
-0.06138283759355545,
-0.6366448402404785,
-0.29411035776138306,
0.8366830348968506,
0.09848684817552567,
0.4139561951160431,
-0.44794368743896484,
-0.04786987230181694,
-0.44367170333862305,
-0.27894702553749084,
0.2794315814971924,
0.7039133906364441,
0.5302707552909851,
-1.1197232007980347,
0.6074073910713196,
-0.22628028690814972,
0.6205546259880066,
-0.05197584256529808,
-0.2987820506095886,
1.0527962446212769,
-0.2422686070203781,
-0.19757898151874542,
0.2765847146511078,
1.0451302528381348,
0.5846197009086609,
0.12358374893665314,
0.2542389929294586,
0.10914955288171768,
-0.017418870702385902,
0.04481489583849907,
-0.7080100774765015,
-0.2946535348892212,
0.4715850353240967,
-0.645034670829773,
-0.3693634271621704,
0.02889104373753071,
-1.18138587474823,
-0.022064877673983574,
-0.3689429461956024,
-0.01667032204568386,
-0.2933700382709503,
-0.7007023692131042,
0.23872554302215576,
-0.19093242287635803,
0.4705936908721924,
-0.015985235571861267,
-0.8077234625816345,
0.4342655539512634,
0.5329908728599548,
0.8262804746627808,
0.060945626348257065,
-0.20500947535037994,
-0.2821572721004486,
0.033542606979608536,
-0.030534591525793076,
0.6884728074073792,
-0.3107864558696747,
-0.6700418591499329,
0.02239731326699257,
0.27750882506370544,
-0.09381728619337082,
-0.5799490809440613,
1.0663834810256958,
0.0033268837723881006,
0.39390745759010315,
-0.36438629031181335,
-0.3825230896472931,
-0.047883160412311554,
0.14450542628765106,
-0.7597417235374451,
1.4617758989334106,
0.24227114021778107,
-0.943881630897522,
0.4640228748321533,
-0.8673781752586365,
-0.3963842988014221,
0.3262215554714203,
-0.39859071373939514,
-0.6310886740684509,
-0.3190949857234955,
-0.08546722680330276,
0.5426894426345825,
-0.43841752409935,
0.2924874424934387,
-0.2570533752441406,
-0.339291512966156,
-0.03316647931933403,
-0.016606368124485016,
1.1459203958511353,
0.1592651754617691,
-0.5049314498901367,
0.08798190951347351,
-1.1795907020568848,
-0.07980532199144363,
0.3512200117111206,
-0.4060429334640503,
-0.16109386086463928,
-0.31992828845977783,
0.5463834404945374,
0.3623943626880646,
0.07824257761240005,
-0.654149055480957,
0.19138936698436737,
-0.36658644676208496,
0.09055537730455399,
0.7012344002723694,
-0.19918549060821533,
0.2165423333644867,
-0.48394858837127686,
0.616479218006134,
0.08077006042003632,
0.19045837223529816,
0.25111639499664307,
-0.6667826175689697,
-0.5250903964042664,
-0.37941551208496094,
0.14218859374523163,
0.6594882011413574,
-0.4194942116737366,
1.000359058380127,
-0.5024768710136414,
-0.8279710412025452,
-0.9665515422821045,
0.13697905838489532,
0.4138752520084381,
0.7000430822372437,
0.41063016653060913,
-0.398763507604599,
-0.7639208436012268,
-0.9674974083900452,
0.12041332572698593,
-0.27345210313796997,
0.1441696435213089,
0.5909590125083923,
0.5609424710273743,
-0.18567880988121033,
0.9002524614334106,
-0.4686642587184906,
-0.4283617436885834,
-0.37050265073776245,
-0.05245457962155342,
0.4521482586860657,
0.8494036197662354,
0.787504255771637,
-0.7829967737197876,
-0.32086676359176636,
-0.4004075527191162,
-0.8739497065544128,
-0.1719461977481842,
0.08125075697898865,
-0.24269865453243256,
0.05034175142645836,
0.18671220541000366,
-0.5648333430290222,
0.594083845615387,
0.755532443523407,
-0.6420954465866089,
0.6238964796066284,
0.08014674484729767,
0.010884452611207962,
-1.3638769388198853,
0.3662640154361725,
0.1417517215013504,
0.0447327122092247,
-0.558734655380249,
-0.5054294466972351,
-0.26577454805374146,
-0.07398994266986847,
-0.4826781451702118,
0.6974818706512451,
-0.19058099389076233,
0.015162837691605091,
-0.1359666883945465,
0.18923386931419373,
-0.15727297961711884,
0.5730942487716675,
0.026861796155571938,
0.6339101195335388,
0.8845401406288147,
-0.4219231605529785,
0.4542197287082672,
0.7708883881568909,
-0.30317580699920654,
0.9242752194404602,
-0.9246435165405273,
-0.06397022306919098,
-0.20120662450790405,
0.3888929784297943,
-0.8129535913467407,
-0.38106033205986023,
0.6327533721923828,
-0.7416984438896179,
0.46292823553085327,
-0.26511064171791077,
-0.6472328901290894,
-0.4104122519493103,
-0.29020410776138306,
0.40303438901901245,
0.6995726823806763,
-0.2911279499530792,
0.543724000453949,
0.6568697690963745,
-0.029156364500522614,
-0.44859859347343445,
-0.8854422569274902,
-0.11881203204393387,
-0.3466719090938568,
-0.596702516078949,
0.4418545067310333,
-0.3042972981929779,
-0.15943048894405365,
0.03484857827425003,
-0.00007248314068419859,
0.14128538966178894,
-0.11820674687623978,
0.5892910957336426,
0.24586738646030426,
-0.0464552603662014,
-0.0647229254245758,
-0.014772176742553711,
-0.4047827124595642,
0.16270074248313904,
-0.1296224594116211,
0.615168035030365,
-0.08248984813690186,
-0.2340351939201355,
-0.7627567648887634,
0.2884196639060974,
0.4459807276725769,
-0.1036134883761406,
0.8289825916290283,
1.0497630834579468,
-0.44006049633026123,
0.15030989050865173,
-0.5451173782348633,
-0.02481219731271267,
-0.4591350853443146,
0.2333671748638153,
-0.30508551001548767,
-0.7357227802276611,
0.9515385627746582,
0.1425458937883377,
-0.11193396896123886,
0.8055835366249084,
0.6363019943237305,
-0.0005825312109664083,
0.593471884727478,
0.2845461368560791,
-0.5261528491973877,
0.509175181388855,
-0.6360184550285339,
-0.305625855922699,
-1.0821046829223633,
-0.6159436106681824,
-0.6533927321434021,
-0.34729722142219543,
-0.9247778058052063,
-0.33614376187324524,
0.09828686714172363,
-0.16088782250881195,
-0.3049570918083191,
0.448605477809906,
-0.5995945334434509,
0.2078360617160797,
0.7614463567733765,
0.10234414786100388,
-0.13264398276805878,
-0.03731857240200043,
-0.2801194190979004,
0.04496617615222931,
-0.6116669774055481,
-0.4153101146221161,
1.1219414472579956,
0.49570149183273315,
0.3869938552379608,
0.07901180535554886,
0.742119312286377,
0.21606256067752838,
0.07233642786741257,
-0.4858846962451935,
0.5678636431694031,
0.029775047674775124,
-0.6772971153259277,
-0.20388096570968628,
-0.2726508378982544,
-0.9182230234146118,
-0.16361108422279358,
-0.44501081109046936,
-0.8806847333908081,
0.2589244246482849,
0.06849183142185211,
-0.07864875346422195,
0.39308300614356995,
-0.36341843008995056,
0.9874511957168579,
0.12422661483287811,
-0.3798334300518036,
0.11760754138231277,
-1.012863278388977,
-0.0007515641045756638,
0.33920878171920776,
0.48985376954078674,
-0.4956643581390381,
0.3406379818916321,
1.3172892332077026,
-0.33928513526916504,
1.0431022644042969,
-0.555766224861145,
0.040122389793395996,
0.42415398359298706,
-0.3271206319332123,
0.36327916383743286,
0.12637221813201904,
-0.18620486557483673,
0.5013964772224426,
-0.11950762569904327,
-0.6028482913970947,
-0.377975195646286,
0.7316415309906006,
-0.891909122467041,
-0.1389571577310562,
-0.3532555401325226,
-0.4824690520763397,
-0.08302978426218033,
0.27780112624168396,
0.4709016680717468,
0.517530083656311,
-0.14454686641693115,
0.28779420256614685,
0.5505148768424988,
-0.22946709394454956,
0.1688106656074524,
0.3733525574207306,
-0.01413548830896616,
-0.7310880422592163,
0.8009470701217651,
0.09929309040307999,
-0.08026563376188278,
-0.04862028360366821,
0.17703597247600555,
-0.40332862734794617,
-0.43741869926452637,
-0.4173394739627838,
0.3565611243247986,
-0.554676353931427,
-0.10547076165676117,
-0.47563472390174866,
-0.10849633067846298,
-0.5759315490722656,
0.011972932144999504,
-0.4744008481502533,
-0.423715204000473,
-0.3520638048648834,
-0.48007357120513916,
0.7120566368103027,
0.3004016578197479,
-0.4871417284011841,
0.41054823994636536,
-0.6838417649269104,
0.26055675745010376,
-0.05447440594434738,
0.7200957536697388,
-0.13552913069725037,
-0.6317577958106995,
-0.28178468346595764,
0.0636165589094162,
0.08148175477981567,
-0.8450006246566772,
0.24556000530719757,
0.01863568276166916,
0.7522153854370117,
0.07701705396175385,
-0.03226423263549805,
0.6317762136459351,
-0.2997037172317505,
0.900372326374054,
0.1778068244457245,
-0.7970073819160461,
0.7741914391517639,
-0.5909261107444763,
0.5041938424110413,
0.9497129917144775,
0.3072755038738251,
-0.7169702053070068,
-0.2167125940322876,
-1.0751286745071411,
-1.1018943786621094,
0.8915086984634399,
0.5168336629867554,
0.17843307554721832,
-0.0834595188498497,
0.4271693527698517,
-0.1302342265844345,
0.2729593813419342,
-0.6096197366714478,
-1.030739665031433,
-0.3094237744808197,
-0.5490548014640808,
0.015952805057168007,
-0.2689681351184845,
-0.29843252897262573,
-0.590435802936554,
0.8463177680969238,
0.03755250945687294,
0.4338204562664032,
0.13964876532554626,
0.25267311930656433,
-0.14984840154647827,
0.20928902924060822,
0.6608409881591797,
0.22801393270492554,
-0.4142689108848572,
-0.21327084302902222,
0.03204609453678131,
-0.9145143032073975,
-0.06919300556182861,
0.3219730257987976,
-0.13870151340961456,
0.021931402385234833,
0.4999699294567108,
1.1112877130508423,
0.29309579730033875,
-0.4661235511302948,
0.6087316274642944,
-0.06741710007190704,
-0.4294201135635376,
-0.7412077784538269,
-0.031927116215229034,
0.09480443596839905,
0.20926430821418762,
0.24223336577415466,
-0.025234803557395935,
0.11369398236274719,
-0.18225890398025513,
0.41444647312164307,
0.07081938534975052,
-0.5608874559402466,
-0.4972324073314667,
0.7297639846801758,
-0.0468524768948555,
-0.33921289443969727,
0.6998200416564941,
-0.13070771098136902,
-0.26635998487472534,
0.6235100626945496,
0.4503985643386841,
0.9244579076766968,
-0.2528289556503296,
0.17334584891796112,
0.7816296815872192,
0.19538076221942902,
0.12064246088266373,
0.8114606738090515,
-0.152351513504982,
-0.734429121017456,
-0.20131078362464905,
-0.7083981037139893,
-0.20755058526992798,
0.25462067127227783,
-1.2262177467346191,
0.3026864230632782,
-0.42367202043533325,
-0.2862212359905243,
-0.018686769530177116,
0.09223099052906036,
-0.8652920126914978,
0.31400108337402344,
0.21296526491641998,
1.1389541625976562,
-1.1003799438476562,
0.8280751705169678,
0.6506812572479248,
-0.6350960731506348,
-1.0260200500488281,
-0.3162718117237091,
0.4429192543029785,
-0.8788036704063416,
0.4714636206626892,
-0.02776889130473137,
0.12254711240530014,
0.01962125673890114,
-0.6467986106872559,
-0.7141938805580139,
1.3790210485458374,
0.1995367556810379,
-0.5010408163070679,
0.2235856056213379,
0.13801325857639313,
0.48745328187942505,
-0.3665790557861328,
0.1954524666070938,
0.7731556296348572,
0.6777889132499695,
0.3644777536392212,
-1.0065093040466309,
0.23711229860782623,
-0.6998885869979858,
-0.19425524771213531,
0.052897706627845764,
-0.8415836095809937,
0.4341268837451935,
0.05121565982699394,
0.0042585888877511024,
-0.2868976294994354,
0.7387735247612,
0.589312732219696,
0.4429808259010315,
0.4983900785446167,
0.8604276180267334,
0.8250576257705688,
-0.19282907247543335,
0.9325231313705444,
-0.33528000116348267,
0.4097181558609009,
1.2371610403060913,
-0.04876333847641945,
0.6925614476203918,
0.3363296687602997,
-0.34979236125946045,
0.7253631949424744,
0.45465087890625,
-0.24700896441936493,
0.46343326568603516,
0.29779648780822754,
-0.06145835295319557,
-0.01521352306008339,
-0.24436549842357635,
-0.6157412528991699,
0.6488431096076965,
0.28878888487815857,
-0.3899792432785034,
0.046880461275577545,
-0.0009818155085667968,
0.32490405440330505,
0.04007773473858833,
-0.14338801801204681,
0.7783503532409668,
-0.15531717240810394,
-0.1455177217721939,
0.4486820101737976,
-0.23747967183589935,
0.720903754234314,
-0.6427509188652039,
-0.07984205335378647,
-0.07511882483959198,
-0.16689558327198029,
-0.49154114723205566,
-0.8800429105758667,
0.3853929936885834,
-0.10425630956888199,
-0.3001300096511841,
-0.11501749604940414,
0.4958871006965637,
-0.5576086640357971,
-0.5834323167800903,
0.4374336898326874,
0.3569672703742981,
0.28367507457733154,
0.3548888862133026,
-1.093473196029663,
0.5152408480644226,
0.1261761337518692,
-0.36798346042633057,
0.12329679727554321,
0.2676737606525421,
0.283406525850296,
0.4929038882255554,
0.6852100491523743,
0.358344703912735,
-0.07821063697338104,
0.3018372356891632,
0.976775586605072,
-0.8016993403434753,
-0.576421320438385,
-0.6768789291381836,
0.8164533972740173,
-0.25919443368911743,
-0.5087791681289673,
0.7267606258392334,
0.972669780254364,
0.9333937168121338,
0.14930739998817444,
0.9167721271514893,
-0.283636212348938,
0.7055473923683167,
-0.40950289368629456,
0.8777081966400146,
-0.5240228772163391,
-0.02793816849589348,
-0.67010498046875,
-0.6512554883956909,
-0.38547471165657043,
0.8371514081954956,
-0.11340369284152985,
0.16238021850585938,
0.34245872497558594,
0.7113950848579407,
0.032775308936834335,
0.22330999374389648,
0.0751468613743782,
0.3015536069869995,
0.2786729037761688,
0.26561498641967773,
0.1737767904996872,
-0.7572657465934753,
0.3198665976524353,
-0.5385096669197083,
-0.2872123122215271,
0.09608680754899979,
-0.8792731165885925,
-0.829334557056427,
-0.841839075088501,
-0.6734886169433594,
-0.6164023280143738,
-0.11062875390052795,
1.226374864578247,
0.7188592553138733,
-0.9018681049346924,
-0.5103549957275391,
0.18750587105751038,
-0.07044876366853714,
-0.2324908822774887,
-0.29305732250213623,
0.7095885872840881,
0.3022589087486267,
-0.7744657397270203,
0.13392043113708496,
0.024929309263825417,
0.2690781354904175,
0.03451358899474144,
-0.3057063817977905,
-0.25265979766845703,
-0.2860441207885742,
0.30341169238090515,
0.5364620685577393,
-0.521549642086029,
-0.21194681525230408,
-0.1976066529750824,
0.07390917092561722,
0.2606998682022095,
0.35518068075180054,
-0.39860770106315613,
0.4027835428714752,
0.3953445553779602,
0.191680908203125,
0.7238834500312805,
-0.03644581139087677,
0.23971974849700928,
-0.9521557688713074,
0.5782003998756409,
0.07383792102336884,
0.4626932442188263,
0.35285139083862305,
-0.27283239364624023,
0.5960631370544434,
0.4036386013031006,
-0.4381181299686432,
-0.7680543065071106,
-0.14687560498714447,
-1.4778516292572021,
0.34977665543556213,
1.323372483253479,
0.05115584284067154,
-0.40794894099235535,
-0.21858768165111542,
-0.2556701600551605,
0.4376645088195801,
-0.7395061254501343,
0.4125649034976959,
0.6809379458427429,
0.025788845494389534,
-0.03870435059070587,
-0.6472161412239075,
0.7276144027709961,
-0.022216975688934326,
-0.8100280165672302,
0.026836363598704338,
0.5316774845123291,
0.3452359437942505,
0.22816909849643707,
1.0426417589187622,
-0.3617197573184967,
0.17970792949199677,
0.013818338513374329,
0.5558121800422668,
-0.16129136085510254,
-0.11902710795402527,
-0.37034398317337036,
0.008751722984015942,
-0.1986083835363388,
-0.37231770157814026
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
distilled-from-one-sec-cv12/chunk_230 | distilled-from-one-sec-cv12 | 2023-05-29T00:50:28Z | 384 | 0 | null | [
"region:us"
] | 2023-05-29T00:50:28Z | 2023-05-29T00:49:19.000Z | 2023-05-29T00:49:19 | ---
dataset_info:
features:
- name: logits
sequence: float32
- name: mfcc
sequence:
sequence: float64
splits:
- name: train
num_bytes: 1017249644
num_examples: 198217
download_size: 1037402846
dataset_size: 1017249644
---
# Dataset Card for "chunk_230"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.6223127245903015,
-0.3825156092643738,
0.1920701116323471,
0.41200658679008484,
-0.3575633466243744,
0.04361141473054886,
0.20858703553676605,
-0.1907804161310196,
1.0001845359802246,
0.5656879544258118,
-0.7900000214576721,
-0.42944175004959106,
-0.6489019989967346,
-0.3084084689617157,
-0.7546176910400391,
1.255411148071289,
0.09319405257701874,
0.11619046330451965,
-0.355412095785141,
0.004256661515682936,
-0.7595186829566956,
-0.28081950545310974,
-0.7628166079521179,
-0.3974620997905731,
0.8838726282119751,
0.8034070730209351,
0.4010027050971985,
0.7538651823997498,
0.794158399105072,
0.22202657163143158,
0.18419305980205536,
-0.23684710264205933,
-0.5847207903862,
-0.07500983774662018,
-0.1555345207452774,
-0.5501754879951477,
-1.076666235923767,
-0.11044434458017349,
0.8323360085487366,
0.5687607526779175,
-0.3954399824142456,
0.8668469786643982,
-0.2973426580429077,
0.9137532711029053,
-0.32743924856185913,
0.2724180221557617,
-0.31611520051956177,
-0.18831583857536316,
-0.9938535094261169,
-0.2119041383266449,
0.03264472261071205,
-0.3028677999973297,
-0.17742806673049927,
-0.9853079319000244,
0.1779867559671402,
0.3407030999660492,
0.8368005752563477,
0.21226556599140167,
0.08922670781612396,
-0.0572056882083416,
-0.3231329917907715,
0.27061232924461365,
-0.15250356495380402,
0.17679733037948608,
0.809166669845581,
0.4093327820301056,
0.003328424645587802,
-0.719112753868103,
-0.35275307297706604,
0.5595914125442505,
0.18327750265598297,
0.005586773157119751,
0.03930610045790672,
-0.18278037011623383,
0.5070858597755432,
0.8308678865432739,
-0.6336137056350708,
-0.3301231265068054,
-0.9853322505950928,
-0.3985702097415924,
1.033971905708313,
0.2902608811855316,
0.29730701446533203,
-0.2591813802719116,
-0.18293675780296326,
-0.3134981691837311,
-0.5284979343414307,
-0.28043800592422485,
0.6777947545051575,
0.17842191457748413,
-1.1044371128082275,
0.8206866979598999,
-0.18366028368473053,
0.5077757239341736,
0.3505221903324127,
0.6560239195823669,
0.6666204929351807,
-0.3929653763771057,
-0.22152236104011536,
0.17934320867061615,
0.456716388463974,
0.31916987895965576,
0.2944105863571167,
0.11174581944942474,
-0.02905692532658577,
-0.1840963065624237,
0.36476847529411316,
-1.1099716424942017,
-0.7428973913192749,
0.5600233674049377,
-0.794850766658783,
-0.1497751623392105,
0.5090568661689758,
-1.0230345726013184,
-0.6425920724868774,
-0.32803821563720703,
0.009556593373417854,
-0.2948983609676361,
-0.7179498076438904,
0.040273744612932205,
-0.9973430633544922,
0.5390848517417908,
0.1492672860622406,
-0.8335525393486023,
0.3004714250564575,
1.0907927751541138,
0.6123830080032349,
0.16151800751686096,
-0.24794062972068787,
-0.8242673873901367,
0.1446876972913742,
0.05940251424908638,
1.10905122756958,
-0.6547643542289734,
-0.4825197756290436,
-0.05033928528428078,
0.4349571764469147,
0.19016329944133759,
-0.46127787232398987,
0.7287304401397705,
-0.33033889532089233,
-0.25456610321998596,
-0.8165305256843567,
-0.6984293460845947,
-0.12391821295022964,
0.396902859210968,
-1.1158134937286377,
1.160963535308838,
0.4913872480392456,
-0.9459360837936401,
0.48168498277664185,
-0.8906969428062439,
-0.42521947622299194,
0.9755199551582336,
0.006607139017432928,
-0.2407471388578415,
0.40326568484306335,
-0.1538330763578415,
0.3635874390602112,
-0.0025577268097549677,
0.33646050095558167,
-0.8117711544036865,
-0.2753230333328247,
0.19539152085781097,
0.0021051664371043444,
0.8121153712272644,
0.3159841001033783,
0.5764908194541931,
0.30678287148475647,
-0.7631666660308838,
-0.07375645637512207,
0.28099581599235535,
-0.19043271243572235,
-0.19012710452079773,
-0.38200801610946655,
0.6080601811408997,
-0.22212709486484528,
0.3478136658668518,
-0.5213716626167297,
0.5429677963256836,
0.29367491602897644,
-0.13175493478775024,
0.7175512909889221,
0.1411214917898178,
0.33265796303749084,
-0.7324044704437256,
0.5825668573379517,
-0.015208014287054539,
0.31535401940345764,
0.031595803797245026,
-0.45623740553855896,
-0.7410628795623779,
-0.17835839092731476,
0.8052181601524353,
0.5434703826904297,
-0.5303046107292175,
0.7624247074127197,
-0.03332001343369484,
-0.6820699572563171,
-0.41719716787338257,
0.06713537871837616,
-0.05126044899225235,
0.0244512390345335,
0.36973056197166443,
-0.8983011245727539,
-0.9534235000610352,
-0.5559869408607483,
0.20296737551689148,
-0.03982335701584816,
0.0377001129090786,
0.31185290217399597,
0.7380573153495789,
-0.27666154503822327,
0.6641451716423035,
-0.8865335583686829,
-0.3344779908657074,
-0.17029613256454468,
-0.1999010145664215,
0.05664974823594093,
0.8812937140464783,
0.6721087098121643,
-0.6589486598968506,
-0.33841124176979065,
-0.6518970727920532,
-0.3746437132358551,
0.12373508512973785,
0.1917605698108673,
-0.6947189569473267,
-0.26178693771362305,
0.25742027163505554,
-0.39198651909828186,
0.6507911086082458,
0.8218676447868347,
-0.7514207363128662,
0.21757444739341736,
-0.006996993441134691,
-0.021708112210035324,
-1.3143669366836548,
0.36720898747444153,
-0.017550017684698105,
-0.3725355863571167,
-0.33743417263031006,
-0.05820935592055321,
0.1480124592781067,
0.024884087964892387,
-0.1928415596485138,
0.6372414231300354,
-0.3860888183116913,
-0.11632393300533295,
-0.16024214029312134,
-0.17677618563175201,
-0.145588219165802,
0.11293733865022659,
0.10889200121164322,
0.2523426413536072,
1.0403704643249512,
-0.22200416028499603,
0.868394672870636,
0.5556368231773376,
-0.00043422181624919176,
1.2290730476379395,
-0.8821009397506714,
-0.009649126790463924,
-0.26139482855796814,
0.6243926882743835,
-0.6401187181472778,
-0.9491732120513916,
0.5350768566131592,
-0.39094600081443787,
0.5244924426078796,
-0.6952829957008362,
-0.6407278776168823,
-0.6452365517616272,
-0.5029905438423157,
0.9198602437973022,
0.6011895537376404,
-0.5435208082199097,
0.2550518214702606,
0.8401337265968323,
-0.07604583352804184,
0.07418707013130188,
-0.96903395652771,
-0.04627295210957527,
-0.3985839784145355,
-0.2877480685710907,
0.3031649887561798,
-0.48944881558418274,
0.1030280739068985,
-0.20395994186401367,
0.2763912081718445,
-0.19682584702968597,
-0.35102078318595886,
0.5861340761184692,
0.2276109755039215,
0.0458221398293972,
0.3102131485939026,
-0.03300333768129349,
-0.5018984079360962,
0.15783396363258362,
-0.15310357511043549,
0.8247184753417969,
-0.07353118807077408,
-0.21072356402873993,
-0.4297911822795868,
0.4653708338737488,
0.0037684976123273373,
-0.26337262988090515,
0.5179115533828735,
1.1250498294830322,
-0.7586649656295776,
-0.13643589615821838,
-0.6656503081321716,
-0.26875466108322144,
-0.4959886372089386,
0.0420725978910923,
-0.10448405146598816,
-0.5421426296234131,
0.56925368309021,
0.1433766633272171,
-0.17207728326320648,
0.8743112087249756,
0.7806617617607117,
-0.01043961476534605,
0.31946685910224915,
0.38913264870643616,
-0.3789924681186676,
0.6263469457626343,
-0.39459648728370667,
-0.6223021149635315,
-0.9939486384391785,
-0.4204026460647583,
-0.4911397695541382,
-0.6695995330810547,
-0.6378231048583984,
-0.7764753699302673,
-0.28979864716529846,
-0.10222433507442474,
-0.14661937952041626,
0.5611259937286377,
-0.7439100742340088,
0.42216920852661133,
0.6101575493812561,
0.20251506567001343,
-0.06899280846118927,
-0.010036840103566647,
0.5757190585136414,
0.5595898032188416,
-0.5890893340110779,
0.026825645938515663,
1.3881099224090576,
0.498117059469223,
0.9172420501708984,
0.028868746012449265,
1.0756443738937378,
0.42942288517951965,
0.41803404688835144,
-0.4130776822566986,
0.3717570900917053,
0.06626865267753601,
-1.0543380975723267,
-0.1668434590101242,
-0.3302118480205536,
-1.0489988327026367,
-0.4611162841320038,
-0.23593519628047943,
-0.4182507395744324,
0.18426251411437988,
0.3403910994529724,
0.0792003646492958,
0.2985650897026062,
-0.7176229953765869,
0.9181200861930847,
-0.0376226045191288,
0.020835915580391884,
-0.3164103329181671,
-0.6841350793838501,
0.22076693177223206,
0.18724584579467773,
0.05646081641316414,
-0.5186807513237,
0.017745863646268845,
1.1075621843338013,
-0.6425095796585083,
0.9480106830596924,
-0.6740471124649048,
0.0932169035077095,
0.41248399019241333,
-0.2882518172264099,
0.3147658109664917,
0.6186939477920532,
-0.05186742544174194,
0.15072809159755707,
0.2875419557094574,
-0.8346294164657593,
0.11435414105653763,
0.7393448948860168,
-0.5704371333122253,
0.3744935393333435,
-0.5185649991035461,
-0.8372085690498352,
0.1436127871274948,
0.42287757992744446,
0.24852997064590454,
0.7135193943977356,
-0.35034194588661194,
0.13401174545288086,
0.7096573114395142,
0.3376026153564453,
0.4610193371772766,
0.08220599591732025,
-0.234035924077034,
-0.4104689061641693,
1.215303897857666,
0.16198831796646118,
-0.3797653019428253,
0.1566143035888672,
0.304270476102829,
-0.12690354883670807,
-0.5506517887115479,
-0.6877374053001404,
0.3556123375892639,
-0.28405696153640747,
-0.5652245879173279,
-0.30338236689567566,
-0.1801595687866211,
-0.25823724269866943,
-0.23973824083805084,
-0.43294745683670044,
-0.606067419052124,
-0.5205283761024475,
-0.4651584029197693,
1.099657416343689,
0.7135692238807678,
-0.5014315247535706,
0.5158597230911255,
-0.8686732649803162,
0.4775134325027466,
-0.08995553106069565,
1.0899721384048462,
-0.031069695949554443,
-0.4574242830276489,
-0.23167584836483002,
-0.02415483072400093,
-0.07310173660516739,
-0.5809557437896729,
0.03722303733229637,
-0.029948728159070015,
0.4691581130027771,
0.37706461548805237,
-0.044580284506082535,
0.8530281782150269,
-0.1584176868200302,
0.5977640151977539,
0.2416856735944748,
-0.7389733791351318,
0.42545363306999207,
-0.3546995520591736,
0.5719573497772217,
1.1365306377410889,
0.4049013555049896,
-0.6632517576217651,
-0.004250665660947561,
-1.1074236631393433,
-0.821987509727478,
0.6544986963272095,
-0.0489225760102272,
0.2591824233531952,
0.1413935273885727,
0.38846296072006226,
0.20253975689411163,
0.2232656627893448,
-0.4715200364589691,
-0.6467699408531189,
-0.11243755370378494,
-0.5475656986236572,
0.35064607858657837,
-0.40427064895629883,
-0.3049508333206177,
-0.555563747882843,
0.5978551506996155,
-0.10760781913995743,
0.3294384181499481,
-0.0278669074177742,
0.1489451378583908,
-0.15440483391284943,
-0.16922838985919952,
0.41433703899383545,
0.5980808734893799,
-0.5526010990142822,
-0.13123521208763123,
-0.04377914220094681,
-0.6455055475234985,
-0.5721395015716553,
0.725830078125,
0.08500336110591888,
-0.40677112340927124,
0.5097240209579468,
0.4977732300758362,
-0.4042225182056427,
-0.320215106010437,
0.3400944173336029,
-0.2908215820789337,
-0.3312033414840698,
-0.46228358149528503,
0.10719318687915802,
0.3229069411754608,
0.09648338705301285,
0.1064828410744667,
-0.13210970163345337,
0.2632521688938141,
-0.38165363669395447,
0.4929334223270416,
0.16404768824577332,
-0.9328672885894775,
-0.4968482255935669,
0.2118503302335739,
0.5215901136398315,
-0.3292393982410431,
1.1553093194961548,
-0.3184611201286316,
-0.19711440801620483,
0.7104434967041016,
0.15192893147468567,
0.7424474358558655,
-0.13605603575706482,
0.28485411405563354,
0.43261483311653137,
0.1365187019109726,
-0.00803433172404766,
0.9794877171516418,
-0.38098829984664917,
-0.4929336607456207,
-0.09367668628692627,
-0.48969000577926636,
-0.25122061371803284,
-0.4468660056591034,
-1.158779501914978,
0.19633500277996063,
-0.5816174745559692,
-0.13544772565364838,
0.0018145621288567781,
0.13372795283794403,
-0.9567912817001343,
0.1337904930114746,
0.44292014837265015,
1.530027985572815,
-0.7137428522109985,
0.9009504914283752,
0.7493423819541931,
-0.41637733578681946,
-0.8067702054977417,
-0.10040725767612457,
0.2130708396434784,
-0.9543127417564392,
-0.2364824414253235,
0.3316633105278015,
0.7550404667854309,
-0.4088302552700043,
-0.826815664768219,
-0.7787840366363525,
1.2010891437530518,
0.04236828535795212,
-0.6553488969802856,
0.35068610310554504,
-0.06921806931495667,
0.2871190309524536,
-0.23664985597133636,
0.3285776376724243,
0.5536816120147705,
0.9942299723625183,
0.3873268663883209,
-0.6645427942276001,
0.219045951962471,
-0.3584103286266327,
-0.3851816952228546,
0.5406636595726013,
-0.8938878178596497,
0.16566748917102814,
0.04184998944401741,
0.08967045694589615,
0.15573008358478546,
0.8420115113258362,
0.28227102756500244,
0.35581931471824646,
0.5081266760826111,
0.7720620632171631,
1.0359101295471191,
-0.4437219202518463,
1.1571238040924072,
0.0007084528333507478,
0.5028417706489563,
1.1573270559310913,
-0.16445708274841309,
0.4604112505912781,
0.7135438323020935,
-0.11113999783992767,
0.3784008324146271,
0.6642822027206421,
-0.6627700924873352,
0.2094050794839859,
0.7261286377906799,
0.07506398856639862,
-0.19902436435222626,
-0.24835334718227386,
-0.7591111660003662,
0.20247186720371246,
0.5191102623939514,
-0.2809188663959503,
0.026016177609562874,
-0.31836968660354614,
0.28217074275016785,
-0.5545222163200378,
-0.5946876406669617,
0.7144933938980103,
-0.031960997730493546,
-0.4809611141681671,
-0.20464733242988586,
0.01688603311777115,
0.4306127727031708,
-0.8838618397712708,
-0.1700153648853302,
-0.11527998000383377,
0.21162955462932587,
-0.7410946488380432,
-1.2676759958267212,
0.9760328531265259,
-0.22980254888534546,
-0.2730129361152649,
-0.07431202381849289,
0.6822865009307861,
-0.5655325055122375,
-1.020603060722351,
0.08625466376543045,
0.12367915362119675,
0.27048465609550476,
-0.1264345794916153,
-1.1696771383285522,
0.4975261092185974,
-0.18334881961345673,
-0.2008664458990097,
0.26430338621139526,
0.1633690446615219,
0.06756981462240219,
0.5203170776367188,
0.6291267275810242,
0.019317585974931717,
-0.23505954444408417,
0.20175011456012726,
0.935200572013855,
-0.7954311370849609,
-0.3435051739215851,
-0.5891860723495483,
0.8002175688743591,
-0.44304174184799194,
-0.6426369547843933,
0.668437659740448,
1.2028310298919678,
0.9510985612869263,
0.062060531228780746,
0.6447418928146362,
-0.7240930199623108,
0.2655172646045685,
-0.1551308035850525,
0.5499571561813354,
-0.4506586790084839,
-0.34204742312431335,
-0.10876902937889099,
-0.6142103672027588,
-0.5423332452774048,
0.31651771068573,
0.2535988688468933,
0.023137668147683144,
0.5564959049224854,
0.7235853672027588,
-0.25712451338768005,
0.3440472185611725,
-0.21827195584774017,
-0.05741941183805466,
0.2368871420621872,
0.3561014235019684,
0.3734404742717743,
-0.41913992166519165,
0.2575663626194,
-0.2489163726568222,
-0.4917478561401367,
-0.050519585609436035,
-0.9900844693183899,
-0.9107391238212585,
-0.5438058376312256,
-0.6173707842826843,
-0.5069407224655151,
-0.26202070713043213,
0.7856897711753845,
1.3359898328781128,
-0.9346795678138733,
-0.417962908744812,
-0.006338016130030155,
0.3503730893135071,
-0.006850159261375666,
-0.1830665022134781,
0.5650707483291626,
0.31426969170570374,
-0.5286834836006165,
-0.13884887099266052,
0.0621599517762661,
0.03947775065898895,
-0.14602428674697876,
0.08715363591909409,
-0.18098655343055725,
0.10590057820081711,
0.13721458613872528,
0.42820414900779724,
0.021503260359168053,
-0.21728835999965668,
-0.5941748023033142,
0.18332156538963318,
0.11464273929595947,
1.0193731784820557,
-0.3561546206474304,
0.2333676815032959,
0.8380405306816101,
0.38511916995048523,
0.956006646156311,
0.30983033776283264,
0.5697497129440308,
-0.9096654653549194,
0.13997891545295715,
-0.25553926825523376,
0.617436945438385,
0.2945593595504761,
-0.4464026093482971,
0.8238535523414612,
0.33534225821495056,
-0.48285406827926636,
-0.503682553768158,
0.14353017508983612,
-1.7536520957946777,
0.2691660523414612,
1.0199142694473267,
0.2920634150505066,
-0.3890915811061859,
-0.039240844547748566,
-0.5013614892959595,
0.17606335878372192,
-1.0174504518508911,
0.14278364181518555,
0.5829963088035583,
0.12219996750354767,
-0.08255216479301453,
-0.1811782270669937,
0.3876064121723175,
-0.17836855351924896,
-1.323943018913269,
0.20083265006542206,
0.4372493624687195,
0.2580619156360626,
0.04200107231736183,
0.6839019060134888,
-0.28734734654426575,
0.1728380024433136,
0.3410243093967438,
0.3393564224243164,
-0.31778866052627563,
-0.43636783957481384,
-0.3054278790950775,
0.07690487056970596,
-0.15165255963802338,
-0.4689844250679016
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
maf917/dzdzdz | maf917 | 2023-11-03T05:49:51Z | 384 | 0 | null | [
"license:apache-2.0",
"region:us"
] | 2023-11-03T05:49:51Z | 2023-11-03T05:47:44.000Z | 2023-11-03T05:47:44 | ---
license: apache-2.0
---
| [
-0.1285335123538971,
-0.1861683875322342,
0.6529128551483154,
0.49436232447624207,
-0.19319400191307068,
0.23607441782951355,
0.36072009801864624,
0.05056373029947281,
0.5793656706809998,
0.7400146722793579,
-0.650810182094574,
-0.23784008622169495,
-0.7102247476577759,
-0.04782553389668465,
-0.38947567343711853,
0.8470754623413086,
-0.09598255157470703,
0.024005301296710968,
0.04711989313364029,
-0.1431780606508255,
-0.6121035814285278,
-0.04771772027015686,
-1.052453637123108,
-0.06787454336881638,
0.30022722482681274,
0.5120980143547058,
0.827591061592102,
0.396028608083725,
0.5030559301376343,
1.7515556812286377,
-0.08836911618709564,
-0.22754397988319397,
-0.45892009139060974,
0.42230671644210815,
-0.3327728509902954,
-0.4213376045227051,
-0.2624169588088989,
-0.07449327409267426,
0.32380378246307373,
0.7903715968132019,
-0.3810409903526306,
0.19328100979328156,
-0.22438451647758484,
1.0082244873046875,
-0.8202077150344849,
0.2263088971376419,
-0.1669832170009613,
0.14053183794021606,
0.042308785021305084,
-0.1459192931652069,
-0.132632315158844,
-0.6440047025680542,
0.06469497084617615,
-0.8995957374572754,
0.10274903476238251,
-0.044610701501369476,
0.8789557218551636,
0.21909034252166748,
-0.5102370381355286,
-0.0459778755903244,
-0.6883591413497925,
1.0972505807876587,
-0.17556053400039673,
0.7615716457366943,
0.45078057050704956,
0.4528845548629761,
-0.5849325656890869,
-1.178217887878418,
-0.444186270236969,
-0.13578970730304718,
0.14722752571105957,
0.3055606484413147,
-0.34530261158943176,
-0.022343739867210388,
0.10801080614328384,
0.5610312819480896,
-0.5003757476806641,
-0.3119601309299469,
-0.957992672920227,
-0.18164905905723572,
0.6820485591888428,
0.3193078637123108,
0.8340443968772888,
0.18731552362442017,
-0.7347202301025391,
0.12866359949111938,
-1.3239705562591553,
0.07650737464427948,
0.6465021371841431,
0.2394677698612213,
-0.5545985102653503,
0.8594784736633301,
-0.285879909992218,
0.6262495517730713,
0.27284637093544006,
-0.11645288020372391,
0.27842551469802856,
-0.23030714690685272,
-0.27350643277168274,
0.03308771923184395,
0.3459731340408325,
0.8204494714736938,
0.1624859869480133,
-0.019984528422355652,
-0.22124026715755463,
0.002071946859359741,
0.26844531297683716,
-0.7935100793838501,
-0.4712666869163513,
0.1926693618297577,
-0.5589529871940613,
-0.09108539670705795,
0.43270164728164673,
-1.097684383392334,
-0.4812983572483063,
-0.18798448145389557,
0.05468184873461723,
-0.5451682209968567,
-0.36979442834854126,
0.07273299992084503,
-0.7925408482551575,
-0.12434210628271103,
0.5709508657455444,
-0.6230251789093018,
0.43974602222442627,
0.5336250066757202,
0.786163330078125,
0.23303917050361633,
-0.2361360788345337,
-0.6695016622543335,
0.48848265409469604,
-0.8661869764328003,
0.36860689520835876,
-0.30737850069999695,
-0.8298647403717041,
-0.09631016105413437,
0.5393157005310059,
0.2066487818956375,
-0.665324866771698,
0.7074040770530701,
-0.549697995185852,
-0.07806510478258133,
-0.4308289587497711,
-0.24321980774402618,
0.17460422217845917,
0.11115413904190063,
-0.6238906979560852,
0.9402236342430115,
0.5551110506057739,
-0.5841096639633179,
0.3170124292373657,
-0.4869508147239685,
-0.6865580081939697,
0.2674822211265564,
-0.008751265704631805,
-0.04715294390916824,
0.32795268297195435,
-0.15983977913856506,
-0.0020515620708465576,
0.10505715012550354,
0.008300501853227615,
-0.21891629695892334,
-0.47863084077835083,
0.06349922716617584,
0.15165063738822937,
1.2536829710006714,
0.40836217999458313,
-0.37718790769577026,
-0.13140133023262024,
-1.0526151657104492,
0.02543264627456665,
0.05050137639045715,
-0.42306792736053467,
-0.2504563331604004,
-0.14882251620292664,
-0.20381605625152588,
0.4307262599468231,
0.21184733510017395,
-0.8131154775619507,
0.22643575072288513,
-0.20640233159065247,
0.3644976019859314,
0.8222091197967529,
0.2703099548816681,
0.39760541915893555,
-0.6625280380249023,
0.6563136577606201,
0.2076185643672943,
0.49590179324150085,
0.3540418744087219,
-0.3845820426940918,
-0.9641578197479248,
-0.4421607553958893,
-0.10117406398057938,
0.2975529730319977,
-0.7744959592819214,
0.584731936454773,
0.012979187071323395,
-0.5836696028709412,
-0.4465281069278717,
-0.15488091111183167,
0.2755323648452759,
-0.06606610864400864,
0.033349379897117615,
-0.4049781262874603,
-0.7394410371780396,
-1.0127897262573242,
-0.13788102567195892,
-0.5021383762359619,
-0.2189284861087799,
0.3160586953163147,
0.26177433133125305,
-0.3429007828235626,
0.761074960231781,
-0.605928361415863,
-0.7040645480155945,
-0.13973550498485565,
-0.09959849715232849,
0.618772029876709,
0.9297672510147095,
0.7491389513015747,
-0.7224891781806946,
-0.8973815441131592,
-0.05623132735490799,
-0.5420036911964417,
-0.020043618977069855,
0.03815015032887459,
-0.18260695040225983,
-0.10514965653419495,
0.22352561354637146,
-0.6100800037384033,
0.8851075172424316,
0.43224942684173584,
-0.6815470457077026,
0.521058976650238,
-0.4444415867328644,
0.607380211353302,
-0.8642836213111877,
-0.2911486029624939,
-0.1682354062795639,
-0.1976117193698883,
-0.7090163826942444,
0.1941153109073639,
-0.30022329092025757,
-0.3302987813949585,
-0.7474029064178467,
0.5274896025657654,
-0.9497008919715881,
-0.1878155767917633,
-0.33672797679901123,
-0.03423091769218445,
0.258078396320343,
0.19490550458431244,
-0.2356022596359253,
0.8900527954101562,
0.9160481691360474,
-0.7121304869651794,
0.5487284064292908,
0.3930913209915161,
-0.1920015811920166,
0.713123619556427,
-0.3887737989425659,
0.05162034556269646,
-0.12344932556152344,
0.14374586939811707,
-1.1263889074325562,
-0.5611576437950134,
0.13677352666854858,
-0.7127033472061157,
0.1768694370985031,
-0.16556863486766815,
-0.09428544342517853,
-0.6608470678329468,
-0.33806464076042175,
0.25910061597824097,
0.48612281680107117,
-0.4796994924545288,
0.6188153028488159,
0.5728035569190979,
0.026518523693084717,
-0.5307413935661316,
-0.7206829786300659,
0.20418179035186768,
0.03964628279209137,
-0.5569695234298706,
0.3011685907840729,
0.006543658673763275,
-0.6622449159622192,
-0.37112465500831604,
-0.26354193687438965,
-0.6043857336044312,
-0.22679749131202698,
0.7826980352401733,
0.11994287371635437,
-0.09012241661548615,
-0.20310327410697937,
-0.3199535310268402,
-0.061674781143665314,
0.3048747181892395,
-0.07575264573097229,
0.7232831716537476,
-0.3362368941307068,
-0.17849993705749512,
-0.8877336382865906,
0.6527547836303711,
0.9970458745956421,
0.09446781873703003,
0.8066442012786865,
0.463242769241333,
-0.356474369764328,
-0.13046561181545258,
-0.3535457253456116,
-0.15120631456375122,
-0.6857743859291077,
-0.1806795597076416,
-0.5322473645210266,
-0.5411435961723328,
0.40530624985694885,
0.10101401060819626,
-0.0021039992570877075,
0.5167040824890137,
0.25336092710494995,
-0.28806865215301514,
0.7550323605537415,
1.0343408584594727,
0.13917939364910126,
0.36029139161109924,
-0.28547197580337524,
0.6341596841812134,
-0.8329949378967285,
-0.34052106738090515,
-0.4548071026802063,
-0.2563583254814148,
-0.3121439814567566,
-0.1075083538889885,
0.5791015028953552,
0.28182128071784973,
-0.4463469982147217,
0.12506772577762604,
-0.5994209051132202,
0.6587362289428711,
0.6273985505104065,
0.5719729661941528,
0.1997300386428833,
-0.46199458837509155,
0.19982901215553284,
0.048167064785957336,
-0.45745572447776794,
-0.4009109139442444,
0.7711146473884583,
0.239962637424469,
0.8364018201828003,
0.20927003026008606,
0.4957771599292755,
0.3337545692920685,
0.25280603766441345,
-0.6318972110748291,
0.20098070800304413,
-0.222828209400177,
-1.2459607124328613,
-0.2064269483089447,
-0.16551266610622406,
-1.0080578327178955,
-0.11792004108428955,
-0.18289004266262054,
-0.8406614661216736,
0.2665729522705078,
-0.19225698709487915,
-0.6640642285346985,
0.520614504814148,
-0.5103870630264282,
0.6934709548950195,
-0.23555895686149597,
-0.2817087173461914,
0.11930041760206223,
-0.6889921426773071,
0.5254610776901245,
0.3667148947715759,
0.29168447852134705,
-0.3796895146369934,
-0.3192877471446991,
0.5068991184234619,
-0.8812236785888672,
0.44081082940101624,
-0.10565068572759628,
0.1942814439535141,
0.5358878374099731,
0.4153590202331543,
0.38239675760269165,
0.2869906723499298,
-0.24593809247016907,
-0.23415403068065643,
0.2250344157218933,
-0.7581348419189453,
-0.2775455117225647,
0.9095457792282104,
-0.7519429922103882,
-0.8586916923522949,
-0.6954255104064941,
-0.30645009875297546,
0.2886526584625244,
0.02781439572572708,
0.7154765129089355,
0.6456883549690247,
-0.18821007013320923,
0.23777063190937042,
0.720821738243103,
-0.014694413170218468,
0.723556399345398,
0.29411089420318604,
-0.4056652784347534,
-0.6169788241386414,
0.718232274055481,
0.26270464062690735,
0.05162703990936279,
0.028327442705631256,
0.3058736324310303,
-0.17546680569648743,
-0.1507863998413086,
-0.6318317651748657,
-0.0639532208442688,
-0.7465732097625732,
-0.09279482066631317,
-0.7541394829750061,
-0.2507745921611786,
-0.7114589214324951,
-0.8068138360977173,
-0.708016037940979,
-0.45604345202445984,
-0.4301196336746216,
-0.2335222214460373,
0.5163102746009827,
1.1627084016799927,
-0.26131507754325867,
0.8011049628257751,
-0.8900954723358154,
0.41936272382736206,
0.4969545006752014,
0.7519727945327759,
-0.11060971021652222,
-0.6746928691864014,
-0.07836240530014038,
-0.5338752269744873,
-0.29485076665878296,
-1.01569664478302,
0.31774672865867615,
-0.036885976791381836,
0.4053717255592346,
0.4293888807296753,
0.2519032955169678,
0.4939274191856384,
-0.3007313311100006,
1.1130690574645996,
0.7274303436279297,
-0.8033815026283264,
0.5195285677909851,
-0.7634995579719543,
0.16122232377529144,
0.9363659024238586,
0.544775128364563,
-0.4417074918746948,
-0.15113961696624756,
-1.0259764194488525,
-0.8431367874145508,
0.5963038206100464,
0.15439960360527039,
0.01684429496526718,
0.018214639276266098,
0.03168323636054993,
0.29466331005096436,
0.3591306209564209,
-0.784728467464447,
-0.824022650718689,
-0.13851124048233032,
0.25803354382514954,
0.3145602345466614,
-0.16485458612442017,
-0.3003879189491272,
-0.6116158366203308,
0.8711379766464233,
0.1828640252351761,
0.3546237349510193,
0.12073374539613724,
0.04369324818253517,
-0.35506951808929443,
0.14787019789218903,
0.5523004531860352,
1.2529062032699585,
-0.4098334312438965,
0.3673911392688751,
0.1751268208026886,
-0.6540066599845886,
0.6494988203048706,
-0.30363473296165466,
-0.021784666925668716,
0.6203134655952454,
0.17760910093784332,
0.2852843105792999,
0.3155992031097412,
-0.36214208602905273,
0.6047801971435547,
-0.029422320425510406,
-0.17758524417877197,
-0.7005689144134521,
0.15866941213607788,
0.029349908232688904,
0.27508044242858887,
0.43920302391052246,
0.2444339096546173,
0.08246828615665436,
-1.0602877140045166,
0.571104884147644,
0.24493856728076935,
-0.8676615953445435,
-0.30110111832618713,
0.7047960758209229,
0.40753939747810364,
-0.47599589824676514,
0.38749027252197266,
0.012702763080596924,
-0.671023964881897,
0.5987740755081177,
0.551040768623352,
0.7569668292999268,
-0.4702425003051758,
0.30880242586135864,
0.624560534954071,
0.06711313128471375,
0.20550544559955597,
0.6923208236694336,
0.03149370476603508,
-0.44738680124282837,
0.23022504150867462,
-0.5986737012863159,
-0.1468992531299591,
0.13735288381576538,
-0.804742693901062,
0.3515333831310272,
-0.9312610030174255,
-0.24089904129505157,
0.08751519024372101,
0.11761170625686646,
-0.6130950450897217,
0.6674697995185852,
-0.00852571427822113,
0.9280482530593872,
-0.8549090623855591,
0.962628960609436,
0.8559577465057373,
-0.31830841302871704,
-0.7709447145462036,
-0.3355675935745239,
0.0201396644115448,
-0.6660529375076294,
0.7108281850814819,
-0.18973003327846527,
-0.41207355260849,
-0.0932389348745346,
-0.6229831576347351,
-1.0003738403320312,
0.03062039613723755,
0.017416149377822876,
-0.46250253915786743,
0.44547978043556213,
-0.5157256722450256,
0.32896745204925537,
-0.19169752299785614,
0.30509495735168457,
0.771946907043457,
0.7958443760871887,
0.22960850596427917,
-0.6354780197143555,
-0.44666823744773865,
-0.010275822132825851,
-0.1668277382850647,
0.45458102226257324,
-1.071097493171692,
0.9677367210388184,
-0.46525776386260986,
-0.34733179211616516,
0.2706637978553772,
0.7977622747421265,
0.253851056098938,
0.3524123430252075,
0.621953547000885,
0.9016802310943604,
0.36450058221817017,
-0.311782568693161,
0.7276740670204163,
0.2426334023475647,
0.41525477170944214,
0.736419677734375,
-0.22712194919586182,
0.5403842329978943,
0.890641450881958,
-0.7861624360084534,
0.5381764769554138,
0.7879026532173157,
0.16047346591949463,
0.7758153676986694,
0.5944147706031799,
-0.6119515895843506,
-0.11859343945980072,
-0.14641447365283966,
-0.617155909538269,
0.1979750394821167,
0.052926838397979736,
-0.11974767595529556,
-0.28460121154785156,
-0.13567432761192322,
0.12295038253068924,
0.2836456894874573,
-0.5959329605102539,
0.606866180896759,
0.34341561794281006,
-0.6328276991844177,
0.21025121212005615,
-0.2577953636646271,
0.6709502935409546,
-0.5978153944015503,
0.027336426079273224,
-0.2269938588142395,
0.41810357570648193,
-0.4618743360042572,
-1.007582426071167,
0.47138315439224243,
-0.29202455282211304,
-0.4055127203464508,
-0.26942431926727295,
0.8072373867034912,
-0.2213389277458191,
-0.5572863221168518,
0.37486088275909424,
0.13466545939445496,
0.4147361218929291,
0.4014603793621063,
-0.5487300157546997,
0.04779018461704254,
0.13760170340538025,
-0.200618177652359,
0.3601188361644745,
0.29737287759780884,
0.25488775968551636,
0.7100129127502441,
0.5052477121353149,
0.22198741137981415,
0.2569434344768524,
-0.18668603897094727,
0.8387457728385925,
-0.9102790355682373,
-0.8167629241943359,
-0.9497329592704773,
0.38498955965042114,
0.025727245956659317,
-0.8801437616348267,
0.7920297384262085,
0.7652614116668701,
0.5113964080810547,
-0.48778945207595825,
0.4755285680294037,
-0.32647913694381714,
0.5047132968902588,
-0.13870932161808014,
1.0010888576507568,
-0.7607624530792236,
-0.2958727478981018,
-0.030553333461284637,
-0.9216437935829163,
-0.2533755898475647,
0.5375738143920898,
0.15408295392990112,
-0.1460803896188736,
0.4385911226272583,
0.44216352701187134,
0.02217365987598896,
0.2522309720516205,
0.32861030101776123,
0.06042800843715668,
0.14508432149887085,
0.5510439872741699,
1.0931134223937988,
-0.4339442849159241,
0.18694785237312317,
-0.49234768748283386,
-0.45362502336502075,
-0.4153490960597992,
-0.9548052549362183,
-0.664030909538269,
-0.48185425996780396,
-0.2973938286304474,
-0.5915577411651611,
0.11726413667201996,
0.9300881028175354,
0.9018136262893677,
-0.625672459602356,
-0.41243696212768555,
0.2571353614330292,
0.3029336929321289,
-0.22954161465168,
-0.14626723527908325,
0.273649662733078,
-0.00640781968832016,
-0.7211176156997681,
0.39309418201446533,
0.8079767227172852,
0.3887123465538025,
0.08443966507911682,
-0.07217182219028473,
-0.4407084584236145,
0.02610129863023758,
0.5373559594154358,
0.5729556083679199,
-0.6281191110610962,
-0.4099642038345337,
-0.5328325629234314,
-0.21386754512786865,
0.15529415011405945,
0.4807758927345276,
-0.5166380405426025,
0.32661089301109314,
0.8128958940505981,
0.1701769381761551,
0.7187885642051697,
-0.00224892795085907,
0.667864203453064,
-0.897024929523468,
0.44462692737579346,
0.3953385651111603,
0.5681867599487305,
0.0899801105260849,
-0.7339168787002563,
0.9820244908332825,
0.4967435598373413,
-0.6334061026573181,
-1.003425121307373,
0.030799120664596558,
-1.1931143999099731,
-0.37881767749786377,
0.9890837669372559,
-0.09595773369073868,
-0.9597456455230713,
-0.36448919773101807,
-0.3677719235420227,
0.07989602535963058,
-0.33809781074523926,
0.35498178005218506,
0.8268190026283264,
-0.2538067698478699,
-0.2204189896583557,
-0.9505574703216553,
0.47529521584510803,
0.31025224924087524,
-0.5886626839637756,
-0.05114410072565079,
0.32939082384109497,
0.4523683488368988,
0.3009698987007141,
0.5239561200141907,
0.104281947016716,
0.8970535397529602,
0.25200384855270386,
0.30491432547569275,
-0.045266687870025635,
-0.5900777578353882,
-0.016066333279013634,
0.26214760541915894,
0.04487806558609009,
-0.6869444251060486
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
result-kand2-sdxl-wuerst-karlo/ca332ef1 | result-kand2-sdxl-wuerst-karlo | 2023-11-08T20:31:09Z | 384 | 0 | null | [
"region:us"
] | 2023-11-08T20:31:09Z | 2023-11-08T20:31:08.000Z | 2023-11-08T20:31:08 | ---
dataset_info:
features:
- name: result
dtype: string
- name: id
dtype: int64
splits:
- name: train
num_bytes: 192
num_examples: 10
download_size: 1372
dataset_size: 192
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
---
# Dataset Card for "ca332ef1"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.6490883827209473,
-0.10168097168207169,
0.20472842454910278,
0.5692888498306274,
-0.16116668283939362,
-0.15900467336177826,
0.41292670369148254,
-0.3548046350479126,
0.7551184296607971,
0.47461220622062683,
-0.9650057554244995,
-0.5768667459487915,
-0.5805076956748962,
-0.33434754610061646,
-0.3227072060108185,
1.163893699645996,
0.09411511570215225,
0.2136770784854889,
-0.21275921165943146,
-0.06235836446285248,
-0.3545970916748047,
-0.39206212759017944,
-0.8546892404556274,
-0.6794418692588806,
1.0804051160812378,
0.8722748160362244,
0.5441358685493469,
0.6307001709938049,
0.7839954495429993,
0.044206827878952026,
0.1859380453824997,
-0.3251737654209137,
-0.6055967211723328,
-0.3703831434249878,
-0.19510121643543243,
-0.6171643137931824,
-1.112845540046692,
-0.10952037572860718,
0.5280081033706665,
0.49173736572265625,
-0.22113464772701263,
0.7772573232650757,
-0.03347509354352951,
0.7208837270736694,
-0.48628902435302734,
0.6502853035926819,
-0.1914776861667633,
-0.09545592218637466,
-0.8756331205368042,
-0.14642663300037384,
0.12361785769462585,
-0.49353939294815063,
-0.11040990799665451,
-1.1717066764831543,
0.3179120123386383,
0.047626227140426636,
0.8457505702972412,
0.2894171476364136,
0.0032718894071877003,
-0.31423789262771606,
-0.19437533617019653,
0.02386351116001606,
-0.160629004240036,
0.2967908978462219,
0.9068721532821655,
0.439534455537796,
-0.24206875264644623,
-0.763360321521759,
-0.49657779932022095,
0.2240544855594635,
0.1516702026128769,
0.28446078300476074,
0.09846878796815872,
0.024349169805645943,
0.3413902521133423,
0.7685979008674622,
-0.5769193768501282,
0.0030511117074638605,
-0.8170720934867859,
-0.5388177633285522,
0.7377619743347168,
0.03423555567860603,
0.2794818878173828,
0.1436159908771515,
-0.33528679609298706,
-0.4623682498931885,
-0.6423364281654358,
-0.027020592242479324,
0.5292923450469971,
0.3185233473777771,
-1.1318659782409668,
0.5301164388656616,
-0.020965976640582085,
0.2773476243019104,
0.08548196405172348,
0.5099924206733704,
0.5607718825340271,
-0.05936695635318756,
-0.27092859148979187,
0.2790288031101227,
0.24780292809009552,
0.17871293425559998,
0.22717775404453278,
0.041142482310533524,
0.24606646597385406,
0.01971619389951229,
-0.04910929128527641,
-1.1699577569961548,
-0.8455536961555481,
0.39178451895713806,
-0.5350261926651001,
-0.23184143006801605,
0.5694270133972168,
-1.0972812175750732,
-0.6643252968788147,
-0.23256704211235046,
-0.056256040930747986,
0.17512568831443787,
-0.6948353052139282,
-0.08217958360910416,
-0.6709299683570862,
0.7485355138778687,
0.276105135679245,
-0.8869637250900269,
0.5258352756500244,
0.7031334042549133,
0.43282386660575867,
0.20569565892219543,
-0.1306951642036438,
-0.6162938475608826,
0.23268035054206848,
-0.09226277470588684,
0.9267830848693848,
-0.4942258894443512,
-0.6234588623046875,
0.004675138276070356,
0.38215523958206177,
0.17029346525669098,
-0.35415545105934143,
0.8855452537536621,
-0.40372607111930847,
-0.2730550467967987,
-1.0730650424957275,
-0.48175787925720215,
0.029973022639751434,
0.12154275923967361,
-1.2404597997665405,
1.1835063695907593,
0.28646761178970337,
-0.64128577709198,
0.3421458601951599,
-1.2033753395080566,
-0.24174834787845612,
0.5624994039535522,
-0.067407988011837,
-0.302929550409317,
0.0740533173084259,
-0.016852963715791702,
0.36030587553977966,
-0.39896929264068604,
0.09665639698505402,
-0.8747931718826294,
-0.005328357219696045,
0.055525414645671844,
0.11939045041799545,
0.9394564032554626,
0.47086501121520996,
0.4307611584663391,
-0.25929322838783264,
-0.8503745198249817,
-0.17599262297153473,
0.29954445362091064,
-0.10486801713705063,
0.04610390216112137,
-0.5119063258171082,
0.6974841952323914,
-0.0982682853937149,
0.3836406171321869,
-0.5409576892852783,
0.39806249737739563,
0.18248781561851501,
-0.25445836782455444,
0.658187747001648,
0.24693451821804047,
0.21566422283649445,
-0.6018605828285217,
0.581813395023346,
-0.10148773342370987,
0.20218054950237274,
0.06014313921332359,
-0.6671654582023621,
-0.7409795522689819,
-0.16176556050777435,
0.34122326970100403,
0.723797619342804,
-0.36983585357666016,
0.3989289402961731,
0.23274067044258118,
-0.8926329016685486,
-0.1895797848701477,
0.2579869329929352,
0.35097330808639526,
0.21840961277484894,
0.47693294286727905,
-0.6309201717376709,
-0.6812225580215454,
-0.7691994905471802,
0.34503173828125,
-0.23259297013282776,
0.24714703857898712,
0.22785593569278717,
0.7152100801467896,
-0.3718026280403137,
0.7025783658027649,
-0.9376417994499207,
-0.49286049604415894,
0.12781476974487305,
-0.10023633390665054,
0.0004008859395980835,
1.0503318309783936,
0.977577805519104,
-0.7452720999717712,
-0.030824609100818634,
-0.5078586339950562,
-0.40811431407928467,
-0.08082359284162521,
0.1949872374534607,
-0.44499751925468445,
-0.41183415055274963,
0.17228664457798004,
-0.32602858543395996,
0.7929877638816833,
0.6759708523750305,
-0.5248964428901672,
-0.0037199086509644985,
0.11266123503446579,
0.1687989979982376,
-1.3457123041152954,
0.49116846919059753,
0.1737247258424759,
-0.05147921293973923,
-0.49260661005973816,
0.05393216013908386,
0.04301457852125168,
-0.1414855569601059,
-0.27534642815589905,
0.7511953711509705,
-0.3932837247848511,
-0.048218730837106705,
-0.07485547661781311,
-0.2633962333202362,
-0.1546819508075714,
0.32953304052352905,
0.2516578733921051,
0.4870830178260803,
0.954836905002594,
-0.4529573917388916,
0.7020953893661499,
0.6340000033378601,
0.02909671515226364,
0.7213053703308105,
-0.769614040851593,
0.22085405886173248,
-0.21671855449676514,
0.5772109627723694,
-0.8953260779380798,
-0.9395843148231506,
0.4409664273262024,
-0.45596832036972046,
0.41151678562164307,
-0.4929829239845276,
-0.7357726693153381,
-0.6398593783378601,
-0.23763443529605865,
0.9634890556335449,
0.3725164234638214,
-0.865456223487854,
0.011155061423778534,
0.8048439621925354,
-0.03821246698498726,
-0.054732222110033035,
-1.263580322265625,
-0.11567539721727371,
-0.16244904696941376,
-0.166146919131279,
0.48769083619117737,
-0.3625718355178833,
0.13761664927005768,
-0.3952617049217224,
0.1816464513540268,
-0.46939629316329956,
-0.22362925112247467,
0.6303764581680298,
0.16777725517749786,
-0.1808246523141861,
0.36237555742263794,
0.01513424701988697,
-0.6427321434020996,
0.12476574629545212,
-0.053622450679540634,
0.39388537406921387,
-0.05809757485985756,
-0.20436497032642365,
-0.6412395238876343,
0.24003438651561737,
0.3236420452594757,
-0.33823591470718384,
0.32507967948913574,
1.0052709579467773,
-1.0864812135696411,
-0.09102761000394821,
-0.6407299637794495,
-0.18275439739227295,
-0.4707757234573364,
0.08643358200788498,
-0.2552984952926636,
-0.581190288066864,
0.8798577785491943,
0.03439581021666527,
-0.14300577342510223,
0.8483487963676453,
0.8844647407531738,
0.2501172125339508,
0.5110360383987427,
0.6305596232414246,
-0.3003994822502136,
0.363520085811615,
-0.3552326560020447,
-0.3491581976413727,
-0.6744956970214844,
-0.6140840649604797,
-0.7225892543792725,
-0.1689217984676361,
-0.6486860513687134,
-0.48455020785331726,
-0.12044442445039749,
0.029316527768969536,
-0.19787567853927612,
0.825035572052002,
-0.6307356953620911,
0.3631635010242462,
0.3836526870727539,
0.28960981965065,
-0.18978087604045868,
-0.14181312918663025,
0.3104785978794098,
0.3869229853153229,
-0.6441378593444824,
-0.1606656312942505,
1.1719950437545776,
0.7800241112709045,
0.9111421704292297,
0.46680760383605957,
0.8833301067352295,
0.3683288097381592,
0.5472154021263123,
-0.3100455403327942,
0.23023779690265656,
0.07500976324081421,
-0.8875908255577087,
0.10408361256122589,
0.04450753331184387,
-0.8530284762382507,
-0.6963940858840942,
-0.3114948272705078,
-0.6817351579666138,
0.7240642309188843,
0.5673621296882629,
-0.12933747470378876,
0.0851757600903511,
-0.6917077898979187,
1.0015555620193481,
0.037548188120126724,
-0.3291498124599457,
-0.22375257313251495,
-0.4609461724758148,
0.3805597126483917,
0.17080660164356232,
0.027319589629769325,
-0.2565390467643738,
0.06502517312765121,
1.1026793718338013,
-0.6986651420593262,
0.8765460848808289,
-0.6925565004348755,
-0.2021859586238861,
0.38917776942253113,
-0.27985820174217224,
0.21783483028411865,
0.8181797862052917,
-0.2286190688610077,
-0.04842929169535637,
0.38459712266921997,
-0.7577778100967407,
-0.19197723269462585,
1.0005375146865845,
-0.780875563621521,
0.28573891520500183,
-0.5427138805389404,
-0.5142861604690552,
-0.1583942323923111,
0.19621975719928741,
0.29851049184799194,
0.8176323175430298,
-0.5016285181045532,
-0.06341753900051117,
0.7648230791091919,
0.3619174063205719,
0.31656721234321594,
0.06658043712377548,
-0.203068807721138,
-0.34550344944000244,
0.9786553978919983,
0.13402773439884186,
-0.3817184269428253,
0.3753887414932251,
0.10334334522485733,
-0.431399941444397,
-0.3651377856731415,
-0.5222974419593811,
0.14751173555850983,
-0.5836890339851379,
-0.45751577615737915,
-0.1674775779247284,
-0.15995655953884125,
-0.5117387175559998,
-0.2689530849456787,
-0.46117135882377625,
-0.6317930817604065,
-0.8252281546592712,
-0.5542545914649963,
0.970893383026123,
0.6726362109184265,
-0.5364830493927002,
0.6216767430305481,
-0.6400545835494995,
0.5502038598060608,
0.1352454274892807,
1.0114352703094482,
-0.1259833425283432,
-0.3414948880672455,
-0.17158779501914978,
-0.012314639054238796,
-0.10367510467767715,
-0.8607127070426941,
-0.26393622159957886,
0.11647259443998337,
0.7227980494499207,
0.4641355574131012,
-0.1058492660522461,
0.8720403909683228,
0.22222262620925903,
0.5937221646308899,
0.30604490637779236,
-0.6783024072647095,
0.664513111114502,
-0.37282153964042664,
0.4729612469673157,
1.128985047340393,
0.3808245360851288,
-0.10148457437753677,
0.12156370282173157,
-0.9354827404022217,
-0.5422900915145874,
0.5357991456985474,
0.28326427936553955,
0.030213017016649246,
0.14191341400146484,
0.6456600427627563,
0.053121618926525116,
0.011625241488218307,
-0.6963200569152832,
-0.8799123167991638,
-0.29401329159736633,
-0.41325297951698303,
0.2540806531906128,
-0.29519885778427124,
-0.22023041546344757,
-0.46230408549308777,
0.8525854349136353,
-0.17796626687049866,
0.453748881816864,
0.31863072514533997,
0.18331019580364227,
-0.12569183111190796,
-0.1630477011203766,
0.4492534399032593,
0.6117558479309082,
-0.5829538702964783,
-0.20694705843925476,
0.041379377245903015,
-0.6799471974372864,
-0.40976789593696594,
0.8415184020996094,
0.34783056378364563,
-0.4844449460506439,
0.5433578491210938,
0.4847366213798523,
-0.24725566804409027,
-0.15042826533317566,
0.29390090703964233,
-0.18915489315986633,
-0.38315877318382263,
-0.6793567538261414,
0.35437339544296265,
0.16333484649658203,
0.07232880592346191,
0.24105337262153625,
-0.10689838230609894,
0.30786028504371643,
-0.6463363766670227,
0.5650203824043274,
0.004391353111714125,
-0.8720727562904358,
-0.44989216327667236,
0.5711469054222107,
0.4673687517642975,
-0.32109561562538147,
0.6657226085662842,
-0.2749740183353424,
-0.22423726320266724,
1.0899572372436523,
0.42560648918151855,
0.7042531371116638,
-0.2678172290325165,
0.2517956495285034,
0.7193701863288879,
0.15492010116577148,
0.049278389662504196,
0.7454566955566406,
-0.5654388070106506,
-0.5800038576126099,
0.2660977244377136,
-0.3277563154697418,
-0.384744793176651,
-0.08143771439790726,
-1.3058210611343384,
0.432136595249176,
-0.8777567744255066,
-0.14760448038578033,
0.2874504327774048,
0.26932692527770996,
-1.137540340423584,
0.45754310488700867,
0.5037168860435486,
1.7620502710342407,
-0.8322790265083313,
1.1386772394180298,
0.808688759803772,
-0.45160940289497375,
-0.7713418006896973,
-0.18683162331581116,
0.409352570772171,
-0.9232237935066223,
-0.0864250436425209,
0.25327908992767334,
0.28666427731513977,
-0.05569685250520706,
-0.817867636680603,
-0.749711811542511,
1.5367720127105713,
0.24536117911338806,
-0.7269038558006287,
0.4958963990211487,
0.02945861592888832,
0.39416638016700745,
-0.4215661585330963,
0.3674881160259247,
0.567852795124054,
0.9508696794509888,
0.45274630188941956,
-0.7447977662086487,
0.11665946990251541,
-0.6688942909240723,
-0.29427775740623474,
0.21633639931678772,
-0.9506703019142151,
-0.021108383312821388,
-0.20612114667892456,
-0.0010937163606286049,
0.3398919403553009,
0.7845023274421692,
0.2443339079618454,
0.5135711431503296,
0.3312269449234009,
0.7058860063552856,
1.121268630027771,
-0.40448445081710815,
0.9690814018249512,
-0.09123335778713226,
0.6143043041229248,
1.2373920679092407,
-0.23849603533744812,
0.2550308108329773,
0.5355777144432068,
-0.02799370139837265,
0.31573861837387085,
0.7772043943405151,
-0.5523952841758728,
0.41441527009010315,
0.47855401039123535,
-0.11359047889709473,
-0.20175477862358093,
-0.1991312950849533,
-0.8875255584716797,
0.2870340347290039,
0.6061546206474304,
-0.3260396718978882,
-0.16958042979240417,
-0.19479462504386902,
0.3443758189678192,
-0.20614036917686462,
-0.5171772241592407,
0.710567831993103,
-0.003402286907657981,
-0.465369313955307,
-0.1466144174337387,
0.059834983199834824,
-0.039563149213790894,
-0.8183174133300781,
-0.4096698760986328,
0.0043861172161996365,
0.23513981699943542,
-0.6883779168128967,
-1.0879780054092407,
0.657623291015625,
-0.268608033657074,
-0.3601672947406769,
0.10700451582670212,
0.6067748069763184,
-0.36515581607818604,
-0.9197348356246948,
0.3939553201198578,
0.06325870007276535,
0.06665220856666565,
0.24397985637187958,
-1.1891791820526123,
0.3667563796043396,
-0.21558266878128052,
-0.08337605744600296,
0.12858325242996216,
-0.2264675498008728,
0.05111689120531082,
0.5706902742385864,
0.710212230682373,
-0.13168618083000183,
-0.40579381585121155,
0.272754430770874,
0.9603680968284607,
-0.5190414190292358,
-0.5567818284034729,
-0.4053460359573364,
0.6726834177970886,
-0.23309947550296783,
-0.9632080793380737,
0.3343678116798401,
1.1344996690750122,
0.8052477836608887,
0.05840393155813217,
0.7661891579627991,
-0.5075307488441467,
0.27037620544433594,
-0.37428751587867737,
0.655596137046814,
-0.33371129631996155,
-0.01911095343530178,
-0.19323815405368805,
-0.7373823523521423,
-0.81462562084198,
0.5026748776435852,
0.2689954340457916,
0.01674630120396614,
0.40120729804039,
1.3801823854446411,
-0.32082921266555786,
0.45463690161705017,
-0.328426718711853,
0.1030733585357666,
0.3288932144641876,
0.5401370525360107,
0.09201008081436157,
-0.720360517501831,
0.03509330749511719,
-0.3355206549167633,
-0.6994695067405701,
0.08953838795423508,
-1.0319823026657104,
-0.9270650744438171,
-0.853309154510498,
-0.6796140074729919,
-0.6127897500991821,
0.03342975303530693,
1.0381481647491455,
1.2293236255645752,
-1.1233525276184082,
-0.2880564332008362,
-0.2798088788986206,
0.2568747401237488,
0.11530176550149918,
-0.16319780051708221,
0.6728324890136719,
0.3785995543003082,
-0.41063016653060913,
-0.17307418584823608,
-0.023066390305757523,
0.1913507878780365,
-0.07451526075601578,
-0.2505299746990204,
-0.11426401883363724,
0.10151564329862595,
-0.017844662070274353,
0.9047723412513733,
-0.24388180673122406,
-0.25430431962013245,
-0.6746422648429871,
0.037179142236709595,
0.051749542355537415,
0.9995858073234558,
-0.44522950053215027,
0.27514931559562683,
0.562783420085907,
0.3969792127609253,
0.8351069092750549,
0.07260740548372269,
0.5129293203353882,
-0.5102555751800537,
0.22808049619197845,
-0.2286304533481598,
0.5361497402191162,
0.02237718738615513,
-0.5542294979095459,
0.7228760123252869,
0.2997618019580841,
-0.47384342551231384,
-0.4720715582370758,
0.09792734682559967,
-1.8127237558364868,
0.5072284936904907,
0.9708623290061951,
0.048210080713033676,
-0.26484236121177673,
-0.113799087703228,
-0.4279075264930725,
0.2464004009962082,
-0.7969500422477722,
0.23923572897911072,
0.5394355058670044,
0.06782282888889313,
-0.3038027882575989,
-0.2245468646287918,
0.7387130260467529,
-0.25900188088417053,
-1.3407716751098633,
0.04276202991604805,
0.29595139622688293,
0.14469744265079498,
0.11853235214948654,
0.7290918231010437,
-0.34728381037712097,
0.6647601127624512,
0.2403060495853424,
0.3511313199996948,
-0.30601781606674194,
-0.451261967420578,
-0.2529962360858917,
0.1097126379609108,
-0.024045022204518318,
-0.3502627909183502
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
hlgd | null | 2023-01-25T14:32:19Z | 383 | 2 | null | [
"task_categories:text-classification",
"annotations_creators:crowdsourced",
"language_creators:expert-generated",
"multilinguality:monolingual",
"size_categories:10K<n<100K",
"source_datasets:original",
"language:en",
"license:apache-2.0",
"headline-grouping",
"region:us"
] | 2023-01-25T14:32:19Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- crowdsourced
language_creators:
- expert-generated
language:
- en
license:
- apache-2.0
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
source_datasets:
- original
task_categories:
- text-classification
task_ids: []
pretty_name: Headline Grouping (HLGD)
tags:
- headline-grouping
dataset_info:
features:
- name: timeline_id
dtype:
class_label:
names:
'0': 0
'1': 1
'2': 2
'3': 3
'4': 4
'5': 5
'6': 6
'7': 7
'8': 8
'9': 9
- name: headline_a
dtype: string
- name: headline_b
dtype: string
- name: date_a
dtype: string
- name: date_b
dtype: string
- name: url_a
dtype: string
- name: url_b
dtype: string
- name: label
dtype:
class_label:
names:
'0': same_event
'1': different_event
splits:
- name: train
num_bytes: 6447212
num_examples: 15492
- name: test
num_bytes: 941145
num_examples: 2495
- name: validation
num_bytes: 798302
num_examples: 2069
download_size: 1858948
dataset_size: 8186659
---
# Dataset Card for Headline Grouping (HLGD)
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [https://github.com/tingofurro/headline_grouping](https://github.com/tingofurro/headline_grouping)
- **Repository:** [https://github.com/tingofurro/headline_grouping](https://github.com/tingofurro/headline_grouping)
- **Paper:** [https://people.eecs.berkeley.edu/~phillab/pdfs/NAACL2021_HLG.pdf](https://people.eecs.berkeley.edu/~phillab/pdfs/NAACL2021_HLG.pdf)
- **Leaderboard:** N/A
- **Point of Contact:** phillab (at) berkeley (dot) edu
### Dataset Summary
HLGD is a binary classification dataset consisting of 20,056 labeled news headlines pairs indicating whether the two headlines describe the same underlying world event or not. The dataset comes with an existing split between `train`, `validation` and `test` (60-20-20).
### Supported Tasks and Leaderboards
The paper (NAACL2021) introducing HLGD proposes three challenges making use of various amounts of data:
- Challenge 1: Headline-only. Models must make predictions using only the text of both headlines.
- Challenge 2: Headline + Time. Models must make predictions using the headline and publication date of the two headlines.
- Challenge 3: Headline + Time + Other. Models can make predictions using the headline, publication date as well as any other relevant meta-data that can be obtained through the URL attached to the headline (full article content, authors, news source, etc.)
### Languages
Dataset is in english.
## Dataset Structure
### Data Instances
A typical dataset consists of a timeline_id, two headlines (A/B), each associated with a URL, and a date. Finally, a label indicates whether the two headlines describe the same underlying event (1) or not (0). Below is an example from the training set:
```
{'timeline_id': 4,
'headline_a': 'France fines Google nearly $57 million for first major violation of new European privacy regime',
'headline_b': "France hits Google with record EUR50mn fine over 'forced consent' data collection",
'date_a': '2019-01-21',
'date_b': '2019-01-21',
'url_a': 'https://www.chicagotribune.com/business/ct-biz-france-fines-google-privacy-20190121-story.html',
'url_b': 'https://www.rt.com/news/449369-france-hits-google-with-record-fine/',
'label': 1}
```
### Data Fields
- `timeline_id`: Represents the id of the timeline that the headline pair belongs to (values 0 to 9). The dev set is composed of timelines 0 and 5, and the test set timelines 7 and 8
- `headline_a`, `headline_b`: Raw text for the headline pair being compared
- `date_a`, `date_b`: Publication date of the respective headlines, in the `YYYY-MM-DD` format
- `url_a`, `url_b`: Original URL of the respective headlines. Can be used to retrieve additional meta-data on the headline.
- `label`: 1 if the two headlines are part of the the same headline group and describe the same underlying event, 0 otherwise.
### Data Splits
| | Train | Dev | Test |
| --------------------------- | ------- | ------ | ----- |
| Number of examples | 15,492 | 2,069 | 2,495 |
## Dataset Creation
### Curation Rationale
The task of grouping headlines from diverse news sources discussing a same underlying event is important to enable interfaces that can present the diversity of coverage of unfolding news events. Many news aggregators (such as Google or Yahoo news) present several sources for a given event, with an objective to highlight coverage diversity.
Automatic grouping of news headlines and articles remains challenging as headlines are short, heavily-stylized texts.
The HeadLine Grouping Dataset introduces the first benchmark to evaluate NLU model's ability to group headlines according to the underlying event they describe.
### Source Data
#### Initial Data Collection and Normalization
The data was obtained by collecting 10 news timelines from the NewsLens project by selecting timelines diversified in topic each contained between 80 and 300 news articles.
#### Who are the source language producers?
The source language producers are journalists or members of the newsroom of 34 news organizations listed in the paper.
### Annotations
#### Annotation process
Each timeline was annotated for group IDs by 5 independent annotators. The 5 annotations were merged into a single annotation named the global groups.
The global group IDs are then used to generate all pairs of headlines within timelines with binary labels: 1 if two headlines are part of the same global group, and 0 otherwise. A heuristic is used to remove negative examples to obtain a final dataset that has class imbalance of 1 positive example to 5 negative examples.
#### Who are the annotators?
Annotators were authors of the papers and 8 crowd-workers on the Upwork platform. The crowd-workers were native English speakers with experience either in proof-reading or data-entry.
### Personal and Sensitive Information
Annotators identity has been anonymized. Due to the public nature of news headline, it is not expected that the headlines will contain personal sensitive information.
## Considerations for Using the Data
### Social Impact of Dataset
The purpose of this dataset is to facilitate applications that present diverse news coverage.
By simplifying the process of developing models that can group headlines that describe a common event, we hope the community can build applications that show news readers diverse sources covering similar events.
We note however that the annotations were performed in majority by crowd-workers and that even though inter-annotator agreement was high, it was not perfect. Bias of the annotators therefore remains in the dataset.
### Discussion of Biases
There are several sources of bias in the dataset:
- Annotator bias: 10 annotators participated in the creation of the dataset. Their opinions and perspectives influenced the creation of the dataset.
- Subject matter bias: HLGD consists of headlines from 10 news timelines from diverse topics (space, tech, politics, etc.). This choice has an impact on the types of positive and negative examples that appear in the dataset.
- Source selection bias: 33 English-language news sources are represented in the dataset. This selection of news sources has an effect on the content in the timeline, and the overall dataset.
- Time-range of the timelines: the timelines selected range from 2010 to 2020, which has an influence on the language and style of news headlines.
### Other Known Limitations
For the task of Headline Grouping, inter-annotator agreement is high (0.814) but not perfect. Some decisions for headline grouping are subjective and depend on interpretation of the reader.
## Additional Information
### Dataset Curators
The dataset was initially created by Philippe Laban, Lucas Bandarkar and Marti Hearst at UC Berkeley.
### Licensing Information
The licensing status of the dataset depends on the legal status of news headlines. It is commonly held that News Headlines fall under "fair-use" ([American Bar blog post](https://www.americanbar.org/groups/gpsolo/publications/gp_solo/2011/september/fair_use_news_reviews/))
The dataset only distributes headlines, a URL and a publication date. Users of the dataset can then retrieve additional information (such as the body content, author, etc.) directly by querying the URL.
### Citation Information
```
@inproceedings{Laban2021NewsHG,
title={News Headline Grouping as a Challenging NLU Task},
author={Laban, Philippe and Bandarkar, Lucas and Hearst, Marti A},
booktitle={NAACL 2021},
publisher = {Association for Computational Linguistics},
year={2021}
}
```
### Contributions
Thanks to [@tingofurro](https://github.com/<tingofurro>) for adding this dataset. | [
-0.5232692360877991,
-0.8397564888000488,
0.2090938687324524,
0.5408827066421509,
-0.12493043392896652,
0.15640251338481903,
-0.13956035673618317,
-0.47115254402160645,
0.30962273478507996,
0.23032034933567047,
-0.7099866271018982,
-0.8771064877510071,
-0.5470099449157715,
0.0671626478433609,
-0.31088027358055115,
1.388947606086731,
0.2300087958574295,
-0.41540876030921936,
0.06608717143535614,
-0.3193782866001129,
-0.33243054151535034,
-0.48834171891212463,
-0.4733181893825531,
-0.12977978587150574,
0.6774211525917053,
0.35633212327957153,
0.7871686220169067,
0.9669775366783142,
0.5707108974456787,
0.15931077301502228,
-0.3518684208393097,
0.17076197266578674,
-0.46257251501083374,
-0.5394384860992432,
-0.14549680054187775,
0.05703715607523918,
-0.6530984044075012,
0.34222206473350525,
0.658236563205719,
0.8959450125694275,
-0.11596550792455673,
0.4090566635131836,
0.25156375765800476,
0.7047827839851379,
-0.3755786716938019,
0.12187456339597702,
-0.4439536929130554,
-0.008798123337328434,
-0.2472311556339264,
-0.022999929264187813,
-0.09553977847099304,
-0.4714006781578064,
-0.07639490067958832,
-0.6695966124534607,
0.2869563400745392,
0.22383716702461243,
1.2810240983963013,
0.1117374375462532,
-0.6618361473083496,
-0.19365642964839935,
-0.33250701427459717,
0.6150657534599304,
-0.7001179456710815,
0.1879006177186966,
0.44571593403816223,
0.07695662975311279,
0.09879858046770096,
-0.48260006308555603,
-0.40509650111198425,
0.2826753258705139,
-0.32374435663223267,
0.45720797777175903,
0.002296584425494075,
-0.23847541213035583,
0.3184242248535156,
0.6152309775352478,
-0.8377892374992371,
0.2683863937854767,
-0.5922051668167114,
-0.15523771941661835,
0.907288670539856,
0.17678600549697876,
0.11223330348730087,
-0.581303060054779,
-0.38789093494415283,
0.1275673657655716,
-0.5498747825622559,
0.029062042012810707,
0.608652651309967,
0.5513868927955627,
-0.6430334448814392,
0.5147203207015991,
-0.41030770540237427,
0.6944727897644043,
0.18627168238162994,
-0.19748806953430176,
0.8172554969787598,
-0.74211186170578,
-0.224107027053833,
0.046995244920253754,
0.894004762172699,
0.8075975179672241,
-0.20333310961723328,
-0.03727415204048157,
0.20257176458835602,
-0.06370323151350021,
-0.034320980310440063,
-0.6874403953552246,
0.010971876792609692,
0.2367265522480011,
-0.6948381662368774,
-0.40806737542152405,
0.2010720819234848,
-1.0432250499725342,
-0.2548990845680237,
-0.34032168984413147,
0.24487192928791046,
0.046651363372802734,
-0.0817224383354187,
0.0707411915063858,
-0.2772090435028076,
0.22778159379959106,
0.20210179686546326,
-0.5841121077537537,
0.09484359622001648,
0.39935171604156494,
0.7073270678520203,
-0.46803876757621765,
-0.2905106246471405,
-0.31423595547676086,
0.11003571003675461,
-0.08960959315299988,
0.61061030626297,
-0.245588481426239,
-0.35939523577690125,
-0.052816666662693024,
0.23304064571857452,
-0.004876823630183935,
-0.25973641872406006,
0.8297333717346191,
-0.35027092695236206,
0.5212888717651367,
-0.4927827715873718,
-0.5870542526245117,
-0.13100361824035645,
0.3876737058162689,
-0.8166903257369995,
1.1366395950317383,
0.28382566571235657,
-0.9864436984062195,
0.7626993060112,
-0.6013823747634888,
-0.4355871081352234,
-0.07655844837427139,
-0.10468658059835434,
-0.6017352342605591,
-0.2881433665752411,
0.5431227684020996,
0.3370146155357361,
-0.23790088295936584,
0.5200440287590027,
-0.14455768465995789,
-0.11378548294305801,
-0.2885943055152893,
-0.12916532158851624,
1.1042035818099976,
0.2015286386013031,
-0.1737673580646515,
0.13238081336021423,
-0.9132769703865051,
-0.27176740765571594,
0.14026382565498352,
-0.6120319366455078,
-0.24974575638771057,
-0.1346518099308014,
0.3524675965309143,
0.27166685461997986,
0.12099716067314148,
-0.2783113718032837,
0.34352436661720276,
-0.13080205023288727,
0.06583484262228012,
0.6271593570709229,
0.3558175265789032,
0.5132343769073486,
-0.5024402737617493,
0.278523713350296,
0.1518194079399109,
0.43528300523757935,
-0.14166224002838135,
-0.6785234212875366,
-0.29839766025543213,
0.1063021644949913,
0.45165738463401794,
0.6526674032211304,
-0.5427184700965881,
0.8309309482574463,
-0.3794516921043396,
-0.5248381495475769,
-0.19424457848072052,
0.07284234464168549,
0.2769814431667328,
0.6458253264427185,
0.3186197578907013,
-0.16518642008304596,
-0.7095119953155518,
-0.8991255760192871,
-0.21570707857608795,
-0.07503500580787659,
0.1552245318889618,
0.3383519947528839,
0.5058141350746155,
-0.2055051177740097,
1.0778229236602783,
-0.6129103899002075,
-0.3240461051464081,
-0.24357745051383972,
0.3050028383731842,
0.5694501996040344,
0.4319174885749817,
0.5654047727584839,
-1.1818650960922241,
-0.4041915535926819,
-0.24964380264282227,
-0.8416364789009094,
-0.30517667531967163,
-0.1703307181596756,
-0.16351428627967834,
0.2889576852321625,
0.4589117169380188,
-0.26291748881340027,
0.6745075583457947,
0.7395160794258118,
-0.6613398790359497,
0.6322624087333679,
-0.0004467115504667163,
0.25498926639556885,
-1.2131119966506958,
-0.04478364810347557,
0.20587660372257233,
0.10069312900304794,
-0.5770392417907715,
-0.32214102149009705,
0.11552107334136963,
0.008994699455797672,
-0.5407480001449585,
0.7017802596092224,
-0.466043084859848,
0.03760462626814842,
-0.01931624300777912,
0.09451849013566971,
0.06870167702436447,
0.4922204315662384,
-0.17884987592697144,
0.5032825469970703,
0.48315489292144775,
-0.729442834854126,
0.1144685223698616,
0.2967740595340729,
-0.41003912687301636,
0.40495765209198,
-0.5104525685310364,
-0.28511843085289,
-0.2908827066421509,
0.42642661929130554,
-0.8307643532752991,
-0.41739803552627563,
0.22139297425746918,
-0.4941384792327881,
-0.04644708335399628,
-0.02180941216647625,
-0.6581566333770752,
-0.6136031746864319,
-0.26624080538749695,
0.4060312509536743,
0.39804643392562866,
-0.3743527829647064,
0.4022464156150818,
0.519284188747406,
0.05983133241534233,
-0.5274965167045593,
-0.7956227660179138,
0.13380254805088043,
-0.47925394773483276,
-0.5855165123939514,
0.5991547703742981,
-0.14671356976032257,
-0.344333291053772,
0.30146366357803345,
-0.04910949245095253,
0.02846737578511238,
-0.047600679099559784,
0.22111335396766663,
0.26227498054504395,
0.055831827223300934,
0.11502452194690704,
-0.04420056939125061,
-0.018282420933246613,
-0.20971986651420593,
-0.10300561785697937,
0.4448843002319336,
-0.037596527487039566,
-0.03984414413571358,
-0.2146536111831665,
0.35809123516082764,
0.19755858182907104,
-0.31705358624458313,
0.7878135442733765,
0.864412248134613,
-0.33660992980003357,
0.1446814090013504,
-0.5799425840377808,
-0.013021434657275677,
-0.4021078944206238,
0.26355239748954773,
0.04108964279294014,
-0.7713128924369812,
0.9060471057891846,
0.28618282079696655,
0.26102784276008606,
0.9314343333244324,
0.6427878737449646,
0.07687585800886154,
0.564186155796051,
0.3867662847042084,
-0.440489262342453,
0.47725674510002136,
-0.4163774251937866,
-0.20946970582008362,
-0.5828664898872375,
-0.1869817078113556,
-0.40942278504371643,
-0.39427751302719116,
-0.7702420949935913,
-0.21578070521354675,
0.3183056116104126,
0.024962300434708595,
-0.2745259404182434,
0.2874806523323059,
-0.5527161359786987,
0.4248659312725067,
0.6486625671386719,
0.11621308326721191,
0.4073485732078552,
0.025010719895362854,
0.23363053798675537,
0.025065099820494652,
-0.5822094082832336,
-0.21288129687309265,
1.1938194036483765,
0.15560270845890045,
0.6489494442939758,
-0.04410189017653465,
0.8155453205108643,
0.4964127540588379,
0.29371705651283264,
-0.4016403555870056,
0.4994298219680786,
-0.17973650991916656,
-0.8617265820503235,
-0.2937289774417877,
-0.5928688049316406,
-1.0572823286056519,
0.18343666195869446,
-0.218695729970932,
-0.7961946129798889,
0.5097874999046326,
-0.08928181976079941,
-0.38446253538131714,
0.2866210341453552,
-0.5232862830162048,
0.8089908957481384,
-0.11589999496936798,
-0.3247038424015045,
0.161505326628685,
-0.8118659257888794,
0.40305158495903015,
-0.01258017960935831,
0.6333557367324829,
-0.2821575105190277,
0.057928260415792465,
1.009417176246643,
-0.2183196097612381,
0.797955334186554,
-0.07331330329179764,
-0.09111698716878891,
0.3941805362701416,
-0.5624584555625916,
0.3982214629650116,
0.1654975414276123,
-0.06846337020397186,
0.41101840138435364,
-0.5205042958259583,
-0.18935929238796234,
-0.2764369547367096,
0.4981561005115509,
-0.6039795875549316,
-0.4036200940608978,
-0.47219640016555786,
-0.8997068405151367,
0.08427087962627411,
0.25659504532814026,
0.501802921295166,
0.5571427941322327,
-0.10008058696985245,
0.32470613718032837,
0.3789070248603821,
-0.15657192468643188,
0.7169336676597595,
0.4245377779006958,
-0.42015737295150757,
-0.5818178057670593,
0.5909032225608826,
0.4005962014198303,
0.09430433809757233,
0.28475359082221985,
0.19326256215572357,
-0.2953290045261383,
-0.40142059326171875,
-0.31438523530960083,
0.1757909506559372,
-0.5085893273353577,
-0.11755773425102234,
-0.6787355542182922,
-0.35313868522644043,
-0.440777063369751,
-0.13105462491512299,
-0.05914551019668579,
-0.43834131956100464,
-0.35968250036239624,
-0.3505590856075287,
0.18852946162223816,
0.3617096245288849,
-0.378849595785141,
0.30286580324172974,
-0.6716132760047913,
0.419123113155365,
0.137655571103096,
0.23003943264484406,
-0.3546755313873291,
-0.4650115370750427,
-0.5215093493461609,
0.022659756243228912,
-0.47492074966430664,
-0.941756010055542,
0.4154209494590759,
-0.005238378420472145,
0.6157338619232178,
0.34417030215263367,
0.1347021907567978,
0.5000940561294556,
-0.33383920788764954,
0.9084270000457764,
0.015752865001559258,
-0.5489464998245239,
0.7087215185165405,
-0.800346314907074,
0.39023473858833313,
0.652877926826477,
0.3973751962184906,
-0.4171190857887268,
-0.4328368902206421,
-0.8443621397018433,
-1.031254529953003,
0.6577785611152649,
0.5044412612915039,
-0.213285431265831,
-0.030325179919600487,
0.24851152300834656,
0.028918476775288582,
0.20389103889465332,
-0.8953473567962646,
-0.7272560596466064,
-0.045261211693286896,
-0.17338286340236664,
-0.13847288489341736,
-0.13373129069805145,
-0.29257646203041077,
-0.4577835202217102,
0.5144563317298889,
0.013881095685064793,
0.14606906473636627,
0.19433578848838806,
-0.015538602136075497,
0.029461946338415146,
0.2701275944709778,
0.4592934548854828,
0.8396623730659485,
-0.4550186097621918,
-0.13128508627414703,
0.0517311692237854,
-0.5546081066131592,
0.010313238948583603,
0.4639487862586975,
-0.39576902985572815,
0.10399752110242844,
0.307270348072052,
0.7492173314094543,
0.15359987318515778,
-0.2942790687084198,
0.4366697669029236,
0.040915608406066895,
-0.47944268584251404,
-0.1953284591436386,
-0.16577543318271637,
-0.06828507781028748,
0.18574698269367218,
0.7931965589523315,
-0.16950711607933044,
0.2871479392051697,
-0.6145942211151123,
0.38867124915122986,
0.02540711872279644,
-0.14616218209266663,
-0.17872700095176697,
0.8397172689437866,
0.08452700823545456,
-0.020983701571822166,
0.37355998158454895,
-0.546413004398346,
-0.3552347719669342,
0.927909791469574,
0.34887418150901794,
0.7935764193534851,
-0.029948238283395767,
0.21177977323532104,
0.5844932198524475,
0.5023618936538696,
-0.20996543765068054,
0.2589205205440521,
0.2507932186126709,
-0.8112136125564575,
-0.3110887110233307,
-0.5735667943954468,
-0.1901327222585678,
0.18181675672531128,
-0.9800370335578918,
0.18860943615436554,
-0.08274315297603607,
-0.3608960807323456,
0.03485679253935814,
0.2412453144788742,
-0.7921180725097656,
0.37647438049316406,
0.10524152219295502,
0.9018246531486511,
-1.1697874069213867,
0.468652606010437,
0.7240402102470398,
-0.570530891418457,
-0.6316777467727661,
0.20969229936599731,
0.37312743067741394,
-0.4125778079032898,
0.5659899115562439,
0.2993813157081604,
0.7875972390174866,
-0.005941117648035288,
-0.4945729970932007,
-0.8862111568450928,
1.207657814025879,
-0.1333330273628235,
-0.5095235109329224,
-0.32801908254623413,
0.12902340292930603,
0.2528937757015228,
-0.3221445083618164,
-0.04131491854786873,
0.5581967234611511,
0.8123312592506409,
0.04198768362402916,
-1.0960465669631958,
0.05329374596476555,
-0.25754985213279724,
-0.2100048065185547,
0.11534728109836578,
-0.8956148624420166,
1.115557312965393,
-0.09815909713506699,
-0.21675258874893188,
-0.5350934267044067,
0.6807557940483093,
0.295943945646286,
0.6860277652740479,
0.5369422435760498,
0.9192220568656921,
0.7707451581954956,
-0.40181422233581543,
1.1720446348190308,
-0.22641776502132416,
0.6133426427841187,
1.0857014656066895,
0.07061079144477844,
0.2895091474056244,
0.05913466960191727,
-0.2693168520927429,
0.3076142370700836,
0.7544388175010681,
-0.3365267515182495,
0.6345983743667603,
-0.12125633656978607,
0.16094054281711578,
0.04741422459483147,
-0.16452164947986603,
-0.5909870862960815,
0.4100582003593445,
0.3020280599594116,
-0.36239367723464966,
-0.4947913587093353,
0.056881289929151535,
0.3526352345943451,
-0.1709805577993393,
-0.6450244784355164,
0.6765644550323486,
-0.11501673609018326,
-0.40897440910339355,
0.26847657561302185,
-0.018362663686275482,
0.7916855216026306,
-0.4392952024936676,
0.3490127921104431,
-0.3931581974029541,
0.0097995325922966,
-0.4830979108810425,
-0.8374398946762085,
0.6066364049911499,
-0.13870567083358765,
-0.4550188183784485,
-0.15918438136577606,
0.5639009475708008,
-0.5345885753631592,
-0.7870259881019592,
0.1565517783164978,
0.5950847864151001,
-0.08403033018112183,
-0.10075648874044418,
-0.6787793040275574,
0.2782306373119354,
0.016366370022296906,
-0.47941917181015015,
0.20868372917175293,
0.43779078125953674,
-0.2172510027885437,
0.2767493724822998,
0.5847177505493164,
-0.005038734991103411,
0.0922570675611496,
0.24256938695907593,
0.9199962019920349,
-0.8353924751281738,
-0.7848017811775208,
-0.8522326350212097,
0.6583331823348999,
-0.4299163520336151,
-0.5410159826278687,
1.1284881830215454,
1.030590534210205,
0.744903564453125,
0.1820991188287735,
0.8109241127967834,
-0.5083571672439575,
0.5574766993522644,
-0.5100658535957336,
0.7572318911552429,
-0.7600347399711609,
0.05947170779109001,
-0.39743778109550476,
-0.7960219383239746,
-0.44611701369285583,
0.2201959490776062,
-0.25068971514701843,
0.2552887201309204,
0.5808892846107483,
0.6584829688072205,
0.09460997581481934,
0.1009056568145752,
-0.04223572462797165,
0.22844158113002777,
0.36155039072036743,
0.39893999695777893,
0.4520968496799469,
-0.5208376049995422,
0.6236436367034912,
-0.3501737415790558,
-0.3409028649330139,
-0.3136620819568634,
-0.9839564561843872,
-0.8600261807441711,
-0.6197549104690552,
-0.5917176604270935,
-0.42208993434906006,
0.16011843085289001,
0.617839515209198,
0.6349536776542664,
-0.6838415265083313,
-0.1348962038755417,
0.05643317848443985,
0.2270078957080841,
-0.39628133177757263,
-0.3832535743713379,
0.7776110172271729,
-0.13130387663841248,
-0.7114172577857971,
0.09000730514526367,
0.06219322606921196,
-0.02996627800166607,
0.12075605988502502,
0.06148388609290123,
-0.41825905442237854,
-0.18494343757629395,
0.6792041659355164,
0.27830439805984497,
-0.4404594898223877,
-0.14657533168792725,
-0.10160499066114426,
-0.10885012149810791,
0.14775350689888,
0.4206043779850006,
-0.6318612694740295,
0.033798057585954666,
0.4899789094924927,
0.4097360074520111,
0.5671017169952393,
0.5705612301826477,
-0.03625858202576637,
-0.9238224625587463,
0.2995544970035553,
-0.09170852601528168,
0.23031416535377502,
0.21188372373580933,
-0.49959275126457214,
0.7947280406951904,
0.5076420307159424,
-0.702266275882721,
-0.7384117245674133,
-0.13848967850208282,
-1.2544348239898682,
-0.10723172873258591,
1.48941969871521,
0.276876837015152,
-0.14047086238861084,
-0.18351560831069946,
-0.005290750414133072,
0.16537688672542572,
-0.5925454497337341,
0.686499297618866,
0.7643548250198364,
-0.005785477813333273,
-0.16662582755088806,
-0.6345649361610413,
0.33142200112342834,
-0.3468393385410309,
-1.1033177375793457,
-0.1371976137161255,
0.5572384595870972,
0.1224367544054985,
0.14800994098186493,
0.8133882284164429,
-0.15684151649475098,
0.01903165504336357,
-0.05188889801502228,
0.14862027764320374,
-0.16706763207912445,
-0.3323608338832855,
-0.035458438098430634,
0.2536868751049042,
-0.8265540599822998,
-0.19160887598991394
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
kor_hate | null | 2023-01-25T14:33:47Z | 383 | 4 | korean-hatespeech-dataset | [
"task_categories:text-classification",
"task_ids:multi-label-classification",
"annotations_creators:crowdsourced",
"annotations_creators:expert-generated",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:1K<n<10K",
"source_datasets:original",
"language:ko",
"license:cc-by-sa-4.0",
"arxiv:2005.12503",
"region:us"
] | 2023-01-25T14:33:47Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- crowdsourced
- expert-generated
language_creators:
- found
language:
- ko
license:
- cc-by-sa-4.0
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- original
task_categories:
- text-classification
task_ids:
- multi-label-classification
paperswithcode_id: korean-hatespeech-dataset
pretty_name: Korean HateSpeech Dataset
dataset_info:
features:
- name: comments
dtype: string
- name: contain_gender_bias
dtype:
class_label:
names:
'0': 'False'
'1': 'True'
- name: bias
dtype:
class_label:
names:
'0': none
'1': gender
'2': others
- name: hate
dtype:
class_label:
names:
'0': hate
'1': offensive
'2': none
splits:
- name: train
num_bytes: 983608
num_examples: 7896
- name: test
num_bytes: 58913
num_examples: 471
download_size: 968449
dataset_size: 1042521
---
# Dataset Card for [Dataset Name]
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [Korean HateSpeech Dataset](https://github.com/kocohub/korean-hate-speech)
- **Repository:** [Korean HateSpeech Dataset](https://github.com/kocohub/korean-hate-speech)
- **Paper:** [BEEP! Korean Corpus of Online News Comments for Toxic Speech Detection](https://arxiv.org/abs/2005.12503)
- **Point of Contact:** [Steven Liu](stevhliu@gmail.com)
### Dataset Summary
The Korean HateSpeech Dataset is a dataset of 8367 human-labeled entertainment news comments from a popular Korean news aggregation platform. Each comment was evaluated for either social bias (labels: `gender`, `others` `none`), hate speech (labels: `hate`, `offensive`, `none`) or gender bias (labels: `True`, `False`). The dataset was created to support the identification of toxic comments on online platforms where users can remain anonymous.
### Supported Tasks and Leaderboards
* `multi-label classification`: The dataset can be used to train a model for hate speech detection. A BERT model can be presented with a Korean entertainment news comment and be asked to label whether it contains social bias, gender bias and hate speech. Users can participate in a Kaggle leaderboard [here](https://www.kaggle.com/c/korean-hate-speech-detection/overview).
### Languages
The text in the dataset is in Korean and the associated is BCP-47 code is `ko-KR`.
## Dataset Structure
### Data Instances
An example data instance contains a `comments` containing the text of the news comment and then labels for each of the following fields: `contain_gender_bias`, `bias` and `hate`.
```python
{'comments':'설마 ㅈ 현정 작가 아니지??'
'contain_gender_bias': 'True',
'bias': 'gender',
'hate': 'hate'
}
```
### Data Fields
* `comments`: text from the Korean news comment
* `contain_gender_bias`: a binary `True`/`False` label for the presence of gender bias
* `bias`: determines the type of social bias, which can be:
* `gender`: if the text includes bias for gender role, sexual orientation, sexual identity, and any thoughts on gender-related acts
* `others`: other kinds of factors that are considered not gender-related but social bias, including race, background, nationality, ethnic group, political stance, skin color, religion, handicaps, age, appearance, richness, occupations, the absence of military service experience
* `none`: a comment that does not incorporate the bias
* `hate`: determines how aggressive the comment is, which can be:
* `hate`: if the text is defined as an expression that display aggressive stances towards individuals/groups with certain characteristics (gender role, sexual orientation, sexual identity, any thoughts on gender-related acts, race, background, nationality, ethnic group, political stance, skin color, religion, handicaps, age, appearance, richness, occupations, the absence of military service experience, etc.)
* `offensive`: if the text contains rude or aggressive contents, can emit sarcasm through rhetorical question or irony, encompass an unethical expression or conveys unidentified rumors
* `none`: a comment that does not incorporate hate
### Data Splits
The data is split into a training and development (test) set. It contains 8371 annotated comments that are split into 7896 comments in the training set and 471 comments in the test set.
## Dataset Creation
### Curation Rationale
The dataset was created to provide the first human-labeled Korean corpus for toxic speech detection from a Korean online entertainment news aggregator. Recently, two young Korean celebrities suffered from a series of tragic incidents that led to two major Korean web portals to close the comments section on their platform. However, this only serves as a temporary solution, and the fundamental issue has not been solved yet. This dataset hopes to improve Korean hate speech detection.
### Source Data
#### Initial Data Collection and Normalization
A total of 10.4 million comments were collected from an online Korean entertainment news aggregator between Jan. 1, 2018 and Feb. 29, 2020. 1,580 articles were drawn using stratified sampling and the top 20 comments were extracted ranked in order of their Wilson score on the downvote for each article. Duplicate comments, single token comments and comments with more than 100 characters were removed (because they could convey various opinions). From here, 10K comments were randomly chosen for annotation.
#### Who are the source language producers?
The language producers are users of the Korean online news platform between 2018 and 2020.
### Annotations
#### Annotation process
Each comment was assigned to three random annotators to assign a majority decision. For more ambiguous comments, annotators were allowed to skip the comment. See Appendix A in the [paper](https://arxiv.org/pdf/2005.12503.pdf) for more detailed guidelines.
#### Who are the annotators?
Annotation was performed by 32 annotators, consisting of 29 annotators from the crowdsourcing platform DeepNatural AI and three NLP researchers.
### Personal and Sensitive Information
[N/A]
## Considerations for Using the Data
### Social Impact of Dataset
The purpose of this dataset is to tackle the social issue of users creating toxic comments on online platforms. This dataset aims to improve detection of toxic comments online.
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
This dataset is curated by Jihyung Moon, Won Ik Cho and Junbum Lee.
### Licensing Information
[N/A]
### Citation Information
```
@inproceedings
{moon-et-al-2020-beep
title = "{BEEP}! {K}orean Corpus of Online News Comments for Toxic Speech Detection",
author = "Moon, Jihyung and
Cho, Won Ik and
Lee, Junbum",
booktitle = "Proceedings of the Eighth International Workshop on Natural Language Processing for Social Media",
month = jul,
year = "2020",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.socialnlp-1.4",
pages = "25--31",
abstract = "Toxic comments in online platforms are an unavoidable social issue under the cloak of anonymity. Hate speech detection has been actively done for languages such as English, German, or Italian, where manually labeled corpus has been released. In this work, we first present 9.4K manually labeled entertainment news comments for identifying Korean toxic speech, collected from a widely used online news platform in Korea. The comments are annotated regarding social bias and hate speech since both aspects are correlated. The inter-annotator agreement Krippendorff{'}s alpha score is 0.492 and 0.496, respectively. We provide benchmarks using CharCNN, BiLSTM, and BERT, where BERT achieves the highest score on all tasks. The models generally display better performance on bias identification, since the hate speech detection is a more subjective issue. Additionally, when BERT is trained with bias label for hate speech detection, the prediction score increases, implying that bias and hate are intertwined. We make our dataset publicly available and open competitions with the corpus and benchmarks.",
}
```
### Contributions
Thanks to [@stevhliu](https://github.com/stevhliu) for adding this dataset. | [
-0.3943646550178528,
-0.677087128162384,
0.21449722349643707,
0.30419573187828064,
-0.2931229770183563,
0.0958123579621315,
-0.3532122075557709,
-0.4079543352127075,
0.12660585343837738,
0.3834671080112457,
-0.5733895897865295,
-0.9575420022010803,
-0.6921287775039673,
0.09254182130098343,
-0.12847444415092468,
1.2538524866104126,
0.40151116251945496,
0.07960145175457001,
0.13808532059192657,
-0.09131032973527908,
0.07751534879207611,
-0.5816113352775574,
-0.587334930896759,
-0.1204799935221672,
0.7283819913864136,
0.33959493041038513,
0.598815381526947,
0.6206659078598022,
0.23872484266757965,
0.2540094554424286,
-0.33733293414115906,
0.01902787759900093,
-0.525734007358551,
0.10428018122911453,
-0.1285894215106964,
-0.15410223603248596,
-0.3349562883377075,
0.23295079171657562,
0.2739085853099823,
0.276896208524704,
0.19218340516090393,
0.37244150042533875,
0.04272472485899925,
0.41909509897232056,
-0.5158293843269348,
0.31297028064727783,
-0.5881115198135376,
0.11769565939903259,
-0.3766796886920929,
0.13815174996852875,
-0.31621381640434265,
-0.5499470233917236,
-0.11689868569374084,
-0.5117679834365845,
-0.06541173905134201,
-0.12852011620998383,
0.7833346128463745,
0.20842671394348145,
-0.43750524520874023,
-0.399583101272583,
-0.41962316632270813,
0.8033125400543213,
-1.0868757963180542,
0.2681034803390503,
0.48542022705078125,
0.006110312417149544,
0.011084901168942451,
-0.29479357600212097,
-0.7528714537620544,
-0.2190668284893036,
-0.16623666882514954,
0.3110055923461914,
-0.13855814933776855,
-0.11707158386707306,
0.40491318702697754,
0.11426953971385956,
-0.47352859377861023,
0.14789694547653198,
-0.43190282583236694,
-0.4475023150444031,
0.8723596334457397,
-0.02214275300502777,
0.4614799916744232,
-0.7496964931488037,
-0.10775430500507355,
0.01758778654038906,
-0.2663092017173767,
-0.2003229707479477,
0.6896992325782776,
0.6168555617332458,
-0.3271712064743042,
0.4498075246810913,
-0.19334621727466583,
0.30518844723701477,
-0.06765756756067276,
-0.3214792013168335,
0.7504838109016418,
-0.3673253059387207,
0.07639822363853455,
0.0030429791659116745,
0.9884701371192932,
0.6593587398529053,
0.51850825548172,
-0.08982978761196136,
0.24463675916194916,
0.48420387506484985,
0.1084400862455368,
-0.7796371579170227,
-0.38321441411972046,
0.14995738863945007,
-0.661536693572998,
-0.791218638420105,
-0.32248300313949585,
-1.2675395011901855,
-0.7394557595252991,
-0.20934782922267914,
0.14136391878128052,
-0.0360880047082901,
-0.6213542819023132,
-0.310275137424469,
-0.2757343649864197,
0.003293020883575082,
0.015769876539707184,
-0.3781299591064453,
0.1660628318786621,
0.32012996077537537,
0.6136976480484009,
-0.2723507583141327,
0.032131992280483246,
-0.25052863359451294,
-0.11346965283155441,
-0.06110164150595665,
0.5673196315765381,
-0.5192846059799194,
-0.1571069210767746,
0.1389477550983429,
0.1570599377155304,
0.13076519966125488,
-0.6171128749847412,
1.0347017049789429,
-0.3635926842689514,
0.35107049345970154,
-0.28766801953315735,
-0.44754087924957275,
-0.3128780126571655,
0.14387361705303192,
-0.46898791193962097,
1.1984339952468872,
0.06459358334541321,
-0.9568941593170166,
0.29408442974090576,
-0.6609053015708923,
-0.44322332739830017,
-0.05420923978090286,
0.06755318492650986,
-0.613073468208313,
-0.5380077362060547,
0.11986059695482254,
0.4617517292499542,
-0.12535345554351807,
0.08405936509370804,
-0.6135783195495605,
-0.055492475628852844,
0.180697962641716,
0.013843321241438389,
1.2754135131835938,
0.46806469559669495,
-0.5556750297546387,
0.07775527983903885,
-0.9250175356864929,
-0.008314481005072594,
0.23034097254276276,
-0.2943871021270752,
-0.4163813591003418,
0.07390204071998596,
0.45808959007263184,
0.7099545001983643,
-0.0008074991055764258,
-0.8477832674980164,
-0.34489017724990845,
-0.2846658527851105,
0.32346993684768677,
0.9097626209259033,
0.07251622527837753,
0.17260290682315826,
-0.26847216486930847,
0.4114663302898407,
0.1951761394739151,
0.19008617103099823,
0.18496082723140717,
-0.6098822951316833,
-0.565973699092865,
-0.1262708604335785,
0.0756092369556427,
0.7239381074905396,
-0.5432109236717224,
0.6504855155944824,
-0.034544091671705246,
-0.674920380115509,
-0.4418056607246399,
0.07684511691331863,
0.6104298233985901,
0.6060238480567932,
0.36525169014930725,
0.0033004481811076403,
-1.0517693758010864,
-0.8679122924804688,
-0.32806310057640076,
-0.30249011516571045,
0.025917110964655876,
0.6018046736717224,
0.42932286858558655,
-0.06077880784869194,
0.6459635496139526,
-0.4920368492603302,
-0.3355463147163391,
-0.07634302973747253,
0.08757271617650986,
0.13977864384651184,
0.15996074676513672,
0.47702544927597046,
-0.9239727854728699,
-1.0239945650100708,
-0.1784886121749878,
-0.6808223128318787,
-0.6236268281936646,
0.16858795285224915,
-0.18240772187709808,
0.18030092120170593,
0.5753082633018494,
-0.135986790060997,
0.3350115418434143,
0.4555394947528839,
-0.3916284441947937,
0.6578325629234314,
0.5556707978248596,
0.2687961459159851,
-1.0385140180587769,
-0.002016352955251932,
0.254687637090683,
0.0022837845608592033,
-0.8960070013999939,
-0.32872146368026733,
-0.2856028974056244,
0.046682603657245636,
-0.5759115815162659,
0.4307123124599457,
-0.014912350103259087,
0.3251231014728546,
-0.1384100317955017,
0.3982304632663727,
-0.3256891965866089,
0.7880879044532776,
-0.01309522520750761,
0.4686996340751648,
0.2683827579021454,
-0.7458642721176147,
0.21744638681411743,
0.33981770277023315,
-0.3067076802253723,
0.6274913549423218,
-0.38699302077293396,
0.2142409086227417,
-0.2338722199201584,
0.13547368347644806,
-1.0883342027664185,
-0.14409615099430084,
0.6666914224624634,
-0.7977383732795715,
-0.2673490047454834,
-0.25365594029426575,
-0.5261238217353821,
-0.5201692581176758,
-0.544224739074707,
0.07996195554733276,
0.3406965732574463,
-0.23387667536735535,
0.3044561743736267,
0.9093008041381836,
-0.2270810306072235,
-0.5443155169487,
-0.7217049598693848,
-0.12845724821090698,
-0.39361903071403503,
-0.5592204928398132,
0.29744306206703186,
-0.2588864862918854,
-0.2647368609905243,
0.15219414234161377,
0.11250264942646027,
-0.032567765563726425,
-0.08364773541688919,
0.31456446647644043,
0.25450563430786133,
0.03795120120048523,
0.0029398808255791664,
-0.1817910373210907,
0.1406947672367096,
0.2823413610458374,
0.17515093088150024,
0.6184599995613098,
0.1381683200597763,
0.1973935067653656,
-0.32681208848953247,
0.22881461679935455,
0.49482476711273193,
0.185071662068367,
0.5321165919303894,
0.8758535981178284,
-0.4279993176460266,
-0.07609996199607849,
-0.40593209862709045,
0.006967063061892986,
-0.44049277901649475,
0.6176058053970337,
0.10525905340909958,
-0.8159811496734619,
0.6771034598350525,
0.31696218252182007,
-0.05863559991121292,
0.5855897665023804,
0.810259997844696,
0.029036590829491615,
1.1366124153137207,
0.17194588482379913,
-0.3920033872127533,
0.523586094379425,
0.04346011206507683,
0.3277163505554199,
-0.7007901072502136,
-0.2641810476779938,
-0.6049478054046631,
-0.34481093287467957,
-0.8161138296127319,
-0.3216380774974823,
0.25405770540237427,
-0.34197649359703064,
-0.6320106387138367,
0.360088050365448,
-0.6374901533126831,
0.3916952908039093,
0.37875786423683167,
0.1052272617816925,
0.038686517626047134,
0.030593102797865868,
-0.053582269698381424,
-0.46202966570854187,
-0.43416139483451843,
-0.37538138031959534,
0.9735939502716064,
0.44636842608451843,
0.42810410261154175,
0.016917092725634575,
0.41284292936325073,
0.5402259230613708,
0.3884049952030182,
-0.6983403563499451,
0.7426382303237915,
-0.4552311301231384,
-0.8239726424217224,
-0.20552121102809906,
-0.45765987038612366,
-0.704777717590332,
0.17945773899555206,
-0.1058521568775177,
-0.8479325771331787,
0.19370196759700775,
0.05713207274675369,
-0.2702244222164154,
0.39076992869377136,
-0.6695868372917175,
0.8468623757362366,
0.028576739132404327,
-0.18695195019245148,
-0.0843796655535698,
-0.6484414935112,
0.38072669506073,
0.08174686133861542,
0.46441495418548584,
-0.386603444814682,
0.1215435191988945,
1.159664273262024,
-0.18407167494297028,
1.0575824975967407,
-0.44795018434524536,
-0.06795516610145569,
0.2899532616138458,
-0.2683730125427246,
0.3774263560771942,
-0.39090850949287415,
-0.1359376162290573,
0.3079761862754822,
-0.37049010396003723,
0.09944545477628708,
-0.267408549785614,
0.5710839629173279,
-0.6860498189926147,
-0.10470866411924362,
-0.3136380910873413,
-0.4626445472240448,
-0.1876664012670517,
0.34075993299484253,
0.24437008798122406,
-0.09069028496742249,
0.019333042204380035,
0.11049172282218933,
0.5186190009117126,
-0.5966272950172424,
0.085480697453022,
0.5885404944419861,
-0.3036136329174042,
-0.6623568534851074,
0.9229691624641418,
0.3610216975212097,
0.17709633708000183,
0.026824843138456345,
0.2415187954902649,
-0.3411806523799896,
-0.13901004195213318,
-0.22006048262119293,
0.30994969606399536,
-0.7731705904006958,
-0.24149252474308014,
-0.7948964238166809,
-0.5778743028640747,
-0.5902810096740723,
0.14836637675762177,
-0.12470611929893494,
-0.27996572852134705,
-0.25348156690597534,
-0.196901336312294,
0.45972734689712524,
0.625230610370636,
-0.34323087334632874,
0.215106800198555,
-0.3229730725288391,
0.5897379517555237,
0.10891050845384598,
0.4651128649711609,
0.19039207696914673,
-0.810754120349884,
-0.22737570106983185,
0.2093285769224167,
-0.3539568781852722,
-1.0954080820083618,
0.4610515236854553,
-0.05984962359070778,
0.4179344177246094,
0.24823179841041565,
0.2347036451101303,
0.38721078634262085,
-0.348702609539032,
0.8655902743339539,
-0.1038127988576889,
-0.5275885462760925,
0.606881320476532,
-0.5664739012718201,
0.06950198858976364,
0.4427071511745453,
0.7341651320457458,
-0.9564297199249268,
-0.6914704442024231,
-0.7203114628791809,
-0.8676762580871582,
0.9657789468765259,
0.29229819774627686,
0.11111573129892349,
-0.2322733998298645,
0.00594000518321991,
-0.18298237025737762,
0.08617279678583145,
-1.1325078010559082,
-0.9347870349884033,
-0.18971267342567444,
-0.22071965038776398,
0.25904330611228943,
-0.40590861439704895,
-0.028434885665774345,
-0.4578097462654114,
1.111456036567688,
0.3542928099632263,
0.3275628983974457,
-0.09413258731365204,
-0.09964827448129654,
-0.011760707944631577,
0.29668352007865906,
0.38786187767982483,
0.1066759005188942,
-0.26543232798576355,
0.1179082989692688,
0.062398482114076614,
-0.7386791110038757,
0.08703386783599854,
0.06738818436861038,
-0.48023438453674316,
0.10955742001533508,
-0.08641668409109116,
0.6797568798065186,
0.18636959791183472,
-0.4810173213481903,
0.4822854697704315,
0.2101934850215912,
-0.3110179603099823,
-0.3935406506061554,
0.0015952244866639376,
0.12038867920637131,
0.072962686419487,
0.2027733325958252,
-0.07632257044315338,
0.20643362402915955,
-0.36674803495407104,
0.5274162888526917,
0.10487332940101624,
-0.37206390500068665,
-0.23197628557682037,
0.745074450969696,
0.14403656125068665,
-0.3525155782699585,
0.2791546881198883,
-0.6029360890388489,
-0.931315004825592,
0.627781093120575,
0.5526490807533264,
0.8296223878860474,
-0.3071678876876831,
0.6895930171012878,
0.8792014122009277,
0.28325939178466797,
0.369615375995636,
0.35117700695991516,
0.16684618592262268,
-0.9107612371444702,
-0.27080678939819336,
-0.6195962429046631,
-0.0525054894387722,
0.6564797163009644,
-0.4464903473854065,
0.3222886025905609,
-0.5703889727592468,
-0.12257940322160721,
0.4043387472629547,
0.07915830612182617,
-0.3231976628303528,
0.16746513545513153,
0.5227683782577515,
0.6262816786766052,
-1.1686667203903198,
0.4432721436023712,
0.444429874420166,
-0.6109104156494141,
-0.6365945935249329,
-0.07377568632364273,
0.485668420791626,
-0.7007853984832764,
0.6210172176361084,
0.14714327454566956,
0.12113960087299347,
-0.17738300561904907,
-0.714046835899353,
-0.7716221213340759,
0.4697769284248352,
0.1478419005870819,
-0.2508077919483185,
0.3742159307003021,
0.27854079008102417,
0.771823525428772,
-0.1359923779964447,
0.16645854711532593,
0.5935365557670593,
0.584152340888977,
-0.12972235679626465,
-0.7132667899131775,
0.173893004655838,
-0.6100978851318359,
-0.17691896855831146,
-0.10311615467071533,
-0.785920262336731,
0.7265135645866394,
0.2228759378194809,
-0.2464674413204193,
-0.3225495219230652,
0.3797023892402649,
0.24670381844043732,
0.43820756673812866,
0.7867553234100342,
0.6087220311164856,
0.6974858641624451,
0.09305960685014725,
0.6566967964172363,
-0.13566803932189941,
0.2674364447593689,
1.2319074869155884,
-0.03443273529410362,
0.542201817035675,
-0.12776675820350647,
-0.4501238763332367,
0.6467864513397217,
0.4817154109477997,
-0.2782640755176544,
0.5780227780342102,
0.3178775906562805,
-0.2901874780654907,
0.06441941857337952,
-0.5247628688812256,
-0.25046274065971375,
0.37406638264656067,
0.4149532914161682,
-0.5148587822914124,
-0.2150455266237259,
0.11560255289077759,
0.7165206670761108,
0.2596553862094879,
-0.40133801102638245,
0.6921268701553345,
-0.061932746320962906,
-0.487377405166626,
0.4642484188079834,
0.009795024991035461,
0.9759660363197327,
-0.4570043087005615,
0.08241160213947296,
0.039516836404800415,
0.06155993044376373,
-0.4855480492115021,
-0.8524853587150574,
0.34512561559677124,
0.28100094199180603,
-0.35013604164123535,
-0.06591884791851044,
0.8756911158561707,
-0.6705291271209717,
-0.32317018508911133,
0.38453757762908936,
0.0229578148573637,
0.348039448261261,
-0.15069679915905,
-1.0052803754806519,
0.1759519726037979,
0.35962170362472534,
-0.20226696133613586,
0.2910616397857666,
0.2986987233161926,
0.010721946135163307,
0.3819896876811981,
0.6366675496101379,
0.2591753602027893,
0.2676391005516052,
0.4266757369041443,
0.9385104179382324,
-0.5862741470336914,
-0.4448300004005432,
-0.7238798141479492,
0.5241764783859253,
-0.590570330619812,
-0.3681306540966034,
1.0149469375610352,
0.6704158782958984,
1.0010539293289185,
-0.01882885955274105,
1.114725112915039,
-0.45566532015800476,
1.083236575126648,
0.029810277745127678,
0.8953770399093628,
-0.33779147267341614,
-0.11496903002262115,
-0.7541394233703613,
-0.6437011957168579,
-0.44463980197906494,
0.7719417810440063,
-0.4692576825618744,
0.1397947371006012,
0.4110904037952423,
1.1222865581512451,
0.18233393132686615,
0.04859716445207596,
0.11692921072244644,
0.7807547450065613,
0.29706326127052307,
0.25979113578796387,
0.5052537322044373,
-0.5177696943283081,
0.8012173771858215,
-0.5678399205207825,
-0.20819613337516785,
-0.003290697233751416,
-0.7919986248016357,
-0.8353646993637085,
-0.6140141487121582,
-0.6049211621284485,
-0.669344425201416,
-0.1008296012878418,
0.7934195399284363,
0.4874386191368103,
-1.0483323335647583,
-0.15221557021141052,
0.2366408109664917,
0.3405984938144684,
-0.0641590803861618,
-0.3599468767642975,
0.364448606967926,
-0.13770073652267456,
-0.7337149977684021,
0.014882211573421955,
0.07256267964839935,
-0.3534802198410034,
-0.10382688045501709,
-0.13826406002044678,
-0.5022159814834595,
-0.015559552237391472,
0.761773943901062,
0.3668651580810547,
-0.6280350089073181,
-0.3617837429046631,
-0.014020065777003765,
-0.16266301274299622,
0.033886175602674484,
0.3928200900554657,
-0.4376533627510071,
0.3471856415271759,
0.4499790668487549,
0.4169340133666992,
0.3994736671447754,
-0.07093643397092819,
-0.08628759533166885,
-0.7733884453773499,
0.15498344600200653,
0.39970335364341736,
-0.033751230686903,
0.3088071048259735,
-0.49530649185180664,
0.6033517122268677,
0.5619138479232788,
-0.7382205128669739,
-0.9865151047706604,
0.0937597006559372,
-1.0626161098480225,
-0.06784116476774216,
1.5420554876327515,
0.06938517093658447,
-0.19686223566532135,
-0.4972938895225525,
-0.39711853861808777,
0.44258585572242737,
-0.6200906038284302,
0.8265234231948853,
0.9761258363723755,
0.016333967447280884,
-0.058359045535326004,
-0.691885769367218,
0.812476396560669,
0.12096475809812546,
-0.8027960062026978,
0.3191175162792206,
0.49891427159309387,
0.3684278726577759,
0.2276010513305664,
0.8301739692687988,
-0.34889277815818787,
0.23015433549880981,
-0.07668659090995789,
0.20624054968357086,
0.1979130208492279,
-0.03275848180055618,
-0.007636188063770533,
0.011174295097589493,
-0.49581021070480347,
-0.1085791364312172
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
SetFit/toxic_conversations | SetFit | 2022-02-11T13:45:54Z | 383 | 4 | null | [
"region:us"
] | 2022-02-11T13:45:54Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | # Toxic Conversation
This is a version of the [Jigsaw Unintended Bias in Toxicity Classification dataset](https://www.kaggle.com/c/jigsaw-unintended-bias-in-toxicity-classification/overview). It contains comments from the Civil Comments platform together with annotations if the comment is toxic or not.
10 annotators annotated each example and, as recommended in the task page, set a comment as toxic when target >= 0.5
The dataset is inbalanced, with only about 8% of the comments marked as toxic. | [
-0.29990413784980774,
-0.5460485816001892,
0.39811205863952637,
0.30427008867263794,
-0.45949602127075195,
0.372393399477005,
0.23506122827529907,
-0.30876874923706055,
0.3731136620044708,
0.7298852801322937,
-0.7979828715324402,
-0.4723280668258667,
-0.7390891313552856,
-0.33410918712615967,
-0.21642248332500458,
1.826202154159546,
0.6377051472663879,
0.4200640320777893,
-0.1497282236814499,
-0.3470679223537445,
-0.5181357264518738,
-0.520673394203186,
-0.7356566786766052,
-0.5777040123939514,
0.8668286204338074,
0.6146173477172852,
0.8169203996658325,
0.11582469195127487,
0.47691404819488525,
0.19494368135929108,
-0.5607157349586487,
-0.5462359189987183,
-0.7096027135848999,
-0.10177720338106155,
-0.44192007184028625,
-0.5736241340637207,
-0.2767496407032013,
0.18549087643623352,
-0.05896284431219101,
0.6928722858428955,
-0.07364747673273087,
0.5446301698684692,
0.015300008468329906,
0.37144842743873596,
-0.8197812438011169,
0.29634037613868713,
-0.7671496868133545,
0.38129353523254395,
-0.34060943126678467,
-0.09488868713378906,
-0.3803664743900299,
-0.4653578996658325,
0.30633077025413513,
-0.16583795845508575,
-0.16201335191726685,
-0.2794026732444763,
0.7046427130699158,
0.2811296582221985,
-0.9706833958625793,
-0.083210788667202,
-0.47426915168762207,
0.7410328984260559,
-0.911301851272583,
-0.2106698751449585,
0.4337638318538666,
0.4612374007701874,
-0.274387389421463,
-0.8269996643066406,
-0.2604063153266907,
0.012537087313830853,
-0.2208450883626938,
0.2731070816516876,
0.1521250456571579,
0.10990210622549057,
0.5020870566368103,
0.38395968079566956,
-0.1830151528120041,
-0.2322705090045929,
-0.6685687303543091,
-0.15056011080741882,
0.8161125183105469,
0.43514707684516907,
0.3961864113807678,
-0.2129092812538147,
-0.3376064896583557,
0.3086709976196289,
-0.39363622665405273,
-0.031331129372119904,
0.16253593564033508,
0.2734076678752899,
-0.1941082775592804,
0.6261103749275208,
0.009895597584545612,
0.6560324430465698,
0.09912453591823578,
0.28380849957466125,
0.48112642765045166,
-0.3041720688343048,
-0.09659036993980408,
0.2106046974658966,
0.6825968623161316,
0.9618602395057678,
0.3919462561607361,
0.0805315300822258,
0.3155648410320282,
0.3850673735141754,
0.3511401414871216,
-0.7488146424293518,
-0.8937071561813354,
-0.07611098885536194,
-0.5649017691612244,
-0.8472594618797302,
-0.06651483476161957,
-0.9829505681991577,
-0.9621466398239136,
0.19123509526252747,
0.20096850395202637,
0.34797897934913635,
-0.31348443031311035,
-0.20951499044895172,
-0.2768550217151642,
-0.26055261492729187,
0.19515982270240784,
-0.5671254396438599,
0.0685906931757927,
0.02365962043404579,
0.6066049933433533,
0.3610403835773468,
0.2886328399181366,
-0.18721626698970795,
0.29381442070007324,
-0.2339802086353302,
0.9862409234046936,
-0.9243977665901184,
-0.5597401261329651,
-0.180622860789299,
0.3560098111629486,
0.33934757113456726,
-0.2946138381958008,
0.8894329071044922,
-0.2840372622013092,
0.5904020667076111,
-0.8080304861068726,
-0.06832588464021683,
-0.5303325653076172,
0.2944049835205078,
-0.4375322461128235,
0.8698279857635498,
0.2632240951061249,
-1.452104926109314,
0.7681639790534973,
-0.9217038750648499,
-0.2675657868385315,
0.18679839372634888,
0.19073988497257233,
-0.3476358950138092,
-0.4912382662296295,
-0.3020953834056854,
-0.006145581603050232,
-0.17175929248332977,
0.10639434307813644,
-0.8209190368652344,
-0.3869691789150238,
0.35330459475517273,
-0.059842679649591446,
1.40980863571167,
0.5170868635177612,
-0.4212177097797394,
0.34539830684661865,
-0.6914790868759155,
0.15827074646949768,
-0.16182197630405426,
-0.5630109310150146,
-0.5361820459365845,
0.46125712990760803,
0.14136967062950134,
0.6613965630531311,
0.08245135098695755,
-0.8041477203369141,
0.08282164484262466,
-0.10814735293388367,
0.6411237120628357,
0.6889907121658325,
0.6093184351921082,
0.12455938756465912,
-0.48172321915626526,
0.21829690039157867,
0.3985808491706848,
0.5608832836151123,
0.34766924381256104,
-0.5906205773353577,
-1.125030755996704,
0.3289524018764496,
0.324942946434021,
0.6130554676055908,
-0.6299994587898254,
0.5064267516136169,
0.02992068976163864,
-0.8143467903137207,
-0.13179118931293488,
-0.059703391045331955,
0.5295693278312683,
0.4637102782726288,
0.10827041417360306,
-0.5899253487586975,
-0.5554351806640625,
-0.8803973197937012,
-0.11888602375984192,
-0.3943980038166046,
-0.09526100754737854,
0.2482994794845581,
0.21189424395561218,
-0.2879878282546997,
0.5027019381523132,
-0.5298956632614136,
-0.3970823585987091,
0.3934224545955658,
0.3599936366081238,
0.16168689727783203,
0.4322282373905182,
0.3673109710216522,
-0.3148113787174225,
-0.7951869368553162,
-0.198322132229805,
-0.8783325552940369,
-0.3483932912349701,
-0.04566741734743118,
-0.6160906553268433,
-0.2306898534297943,
0.683129072189331,
-0.08918292820453644,
0.4085720479488373,
0.4389210045337677,
-0.4368238151073456,
-0.09595178812742233,
0.30725398659706116,
0.08491811901330948,
-0.9606641530990601,
-0.10741481930017471,
0.06130174174904823,
0.030293205752968788,
-0.4929095208644867,
-0.05151009559631348,
-0.2785972058773041,
0.07988575100898743,
-0.6162716746330261,
-0.06948719173669815,
-0.363628625869751,
0.3906738758087158,
-0.07605347037315369,
0.056411802768707275,
-0.19592805206775665,
0.5373124480247498,
-0.25121593475341797,
0.7067520618438721,
0.6307088136672974,
-0.272099107503891,
0.3953132927417755,
0.4922279715538025,
0.02828732319176197,
0.6984452605247498,
-0.3501830995082855,
0.45726272463798523,
-0.2862706184387207,
0.5650312304496765,
-0.8751227855682373,
-0.39212727546691895,
0.5089840888977051,
-0.23503577709197998,
-0.23887048661708832,
-0.44753387570381165,
-0.4540034532546997,
-0.6849043965339661,
-0.6266672015190125,
0.4265693724155426,
0.2456909865140915,
-0.2536681294441223,
0.11547349393367767,
1.0905681848526,
-0.06996104121208191,
-0.578384518623352,
-1.091720700263977,
-0.024863971397280693,
-0.45304015278816223,
-0.39681485295295715,
-0.3819302022457123,
-0.3129452168941498,
-0.23932240903377533,
-0.06560105085372925,
0.0774187222123146,
-0.21140827238559723,
-0.1314878910779953,
0.4861469566822052,
-0.002418490359559655,
-0.01083296723663807,
0.18638989329338074,
-0.015949836000800133,
0.07916327565908432,
0.639011800289154,
0.5373132824897766,
0.5040681958198547,
-0.08895158767700195,
-0.02709645964205265,
-0.005046838894486427,
0.22963020205497742,
0.6745052933692932,
0.21080702543258667,
0.5557191967964172,
0.08742614835500717,
-0.43136829137802124,
0.15797361731529236,
-0.07696942239999771,
0.008410420268774033,
-0.5335026383399963,
0.2621003985404968,
0.16839632391929626,
-0.591602623462677,
0.8875782489776611,
0.09382970631122589,
0.20546120405197144,
0.6418302655220032,
0.5840076804161072,
-0.17211079597473145,
1.6259925365447998,
0.24319685995578766,
-0.25254467129707336,
0.41598227620124817,
0.01738194189965725,
0.19248953461647034,
-0.7328195571899414,
-0.5130358338356018,
-0.25410616397857666,
-0.5376703143119812,
-0.7861341238021851,
-0.0026185724418610334,
0.42187345027923584,
-0.23515836894512177,
-0.8596682548522949,
0.20740944147109985,
-0.8335916996002197,
0.7646713852882385,
0.5428898334503174,
0.6355818510055542,
0.296055406332016,
-0.2373669296503067,
0.2263980507850647,
-0.2966544032096863,
-0.7406942844390869,
-0.5700122714042664,
1.0763661861419678,
0.38272929191589355,
0.8506330251693726,
0.24070672690868378,
0.17003688216209412,
0.3967249095439911,
0.8682748079299927,
-0.5057020783424377,
0.6606963276863098,
-0.11891958862543106,
-1.50440514087677,
-0.2204577922821045,
-0.3455534279346466,
-0.7993660569190979,
-0.07018208503723145,
-0.686342716217041,
-0.8112290501594543,
0.24982807040214539,
0.1612890064716339,
-0.2873946726322174,
0.4049736559391022,
-0.8046303391456604,
0.8332439064979553,
-0.139839768409729,
-0.25293537974357605,
-0.25556373596191406,
-0.8335347771644592,
0.5772745013237,
-0.14563319087028503,
0.14207284152507782,
-0.2589721381664276,
0.2804883122444153,
0.8710573315620422,
-0.45440518856048584,
1.106033444404602,
-0.3895823359489441,
0.12346769124269485,
0.6131585240364075,
-0.11407997459173203,
0.22893323004245758,
0.15480196475982666,
0.031239144504070282,
0.2740768790245056,
0.074634850025177,
-0.39631545543670654,
-0.10567400604486465,
0.5229315161705017,
-0.6383100152015686,
-0.24461890757083893,
-0.6593035459518433,
-0.40659648180007935,
-0.366304486989975,
0.2824198305606842,
0.4714677929878235,
0.09604645520448685,
-0.13702906668186188,
0.03364373743534088,
0.4647478461265564,
-0.26122891902923584,
0.1703663021326065,
0.4067307114601135,
-0.22346968948841095,
-0.11701875180006027,
0.7978156208992004,
0.3888551592826843,
0.4087188243865967,
-0.2268628627061844,
0.2330523133277893,
0.0004890667623840272,
-0.14136147499084473,
-0.16053159534931183,
-0.05351287126541138,
-1.0975292921066284,
-0.5215566754341125,
-0.5877766013145447,
-0.6976098418235779,
-0.008241971954703331,
-0.01678513176739216,
-0.024716850370168686,
-0.17304201424121857,
-0.263262540102005,
-0.3823089003562927,
0.5729275345802307,
1.072128415107727,
-0.030146876350045204,
0.5828064680099487,
-0.7150870561599731,
-0.33193111419677734,
0.6432374715805054,
0.928521454334259,
-0.1245865672826767,
-0.3402740955352783,
-0.23548316955566406,
0.34124141931533813,
-0.5946248769760132,
-1.108049750328064,
-0.0037819340359419584,
-0.2899313271045685,
0.5309510827064514,
0.6448511481285095,
0.22540907561779022,
0.4251287579536438,
0.10606688261032104,
0.990177571773529,
0.16643863916397095,
-0.6640146970748901,
0.43361392617225647,
-0.860741913318634,
0.27750763297080994,
0.838750422000885,
0.3569371998310089,
-0.6762133836746216,
-0.7671141028404236,
-0.8927290439605713,
-0.8311553597450256,
0.7834434509277344,
0.00251253810711205,
0.2376365065574646,
-0.3518008887767792,
-0.1913827359676361,
-0.015217296779155731,
0.15317349135875702,
-1.115693211555481,
-0.444487601518631,
-0.34070685505867004,
0.044952571392059326,
0.20750099420547485,
-0.7470078468322754,
-0.5493074059486389,
-0.41784727573394775,
0.5980864763259888,
0.18230366706848145,
0.06930921226739883,
-0.3853858709335327,
0.10085588693618774,
-0.7103100419044495,
0.1990070790052414,
0.40037018060684204,
0.6109616756439209,
-0.5993965268135071,
0.2056787759065628,
0.6351741552352905,
-0.5353303551673889,
-0.11179832369089127,
-0.4103579819202423,
-0.09362737834453583,
-0.21603089570999146,
0.08311709016561508,
0.3868868052959442,
0.09941684454679489,
-0.33893153071403503,
0.5627374053001404,
-0.010442497208714485,
-0.24640075862407684,
-0.5237347483634949,
0.2261863648891449,
0.031120285391807556,
0.17751723527908325,
-0.12079786509275436,
0.2375592142343521,
0.6225817799568176,
-0.8534939885139465,
0.36423274874687195,
0.3103313744068146,
-0.8644901514053345,
-0.15186509490013123,
0.8337637782096863,
0.6732658743858337,
-0.1928183138370514,
0.6828872561454773,
-0.02215237356722355,
-0.666583240032196,
0.29618197679519653,
0.1844872385263443,
0.7641259431838989,
0.05166221410036087,
0.2669118344783783,
0.5376383662223816,
0.3800012171268463,
0.32675427198410034,
0.5534845590591431,
0.17977455258369446,
-0.4461348056793213,
-0.42234566807746887,
-0.09867202490568161,
-0.3824051320552826,
0.3908822238445282,
-0.7371385097503662,
0.4320831894874573,
-0.9808918833732605,
-0.5454811453819275,
0.2504836618900299,
-0.24428774416446686,
-0.046285342425107956,
0.42744624614715576,
0.1463487297296524,
0.925862193107605,
-1.4284764528274536,
0.47620972990989685,
0.8203644156455994,
-0.6675700545310974,
-0.5450183749198914,
0.034201182425022125,
0.07195030897855759,
-0.6216603517532349,
0.35981521010398865,
-0.045674435794353485,
0.2692438066005707,
-0.43463513255119324,
-0.9943640828132629,
-0.8163464069366455,
0.5933240652084351,
0.26803216338157654,
-0.16686587035655975,
0.3119651973247528,
0.22997766733169556,
0.83799147605896,
0.19526952505111694,
0.6103237867355347,
0.4782136380672455,
0.5358327031135559,
0.07070337235927582,
-0.8984913229942322,
0.12512382864952087,
-0.7691035866737366,
-0.11442524194717407,
0.29841187596321106,
-1.062059760093689,
0.6928430795669556,
0.07856282591819763,
-0.13309380412101746,
-0.43320518732070923,
0.1926001012325287,
0.026333212852478027,
0.3704189360141754,
0.9491252303123474,
0.46237418055534363,
0.3449052572250366,
-0.1857714056968689,
0.5480579733848572,
0.013080998323857784,
0.4469722807407379,
1.1890205144882202,
0.0011569141643121839,
0.2866046726703644,
0.4358949363231659,
-0.3110973834991455,
0.8601213693618774,
0.9716588258743286,
-0.1670260727405548,
0.8044945597648621,
0.5226940512657166,
-0.5538914203643799,
-0.22147631645202637,
-0.34620562195777893,
-0.5673369765281677,
0.26074501872062683,
0.27261146903038025,
-0.4108501076698303,
-0.4397207498550415,
-0.2388860583305359,
0.4976535737514496,
0.01657109335064888,
-0.4627978801727295,
1.0057116746902466,
-0.018794450908899307,
-0.5254598259925842,
0.12398800998926163,
-0.4664287865161896,
0.7061989903450012,
-0.14887318015098572,
-0.35414281487464905,
-0.11472488194704056,
0.1225425973534584,
-0.7073196768760681,
-1.376717209815979,
0.5523215532302856,
-0.17953191697597504,
-0.23562200367450714,
0.14940522611141205,
0.5498185753822327,
-0.4020806849002838,
-0.40750694274902344,
0.192835733294487,
-0.0762508288025856,
0.37238192558288574,
0.19571517407894135,
-0.9285231232643127,
-0.37205204367637634,
0.11312073469161987,
-0.22192662954330444,
0.26743391156196594,
0.46500134468078613,
-0.4608520567417145,
0.7592631578445435,
0.47836074233055115,
-0.11268623918294907,
0.22324593365192413,
0.1444651335477829,
1.2003421783447266,
-0.5674847364425659,
-0.3963090777397156,
-0.4814800024032593,
0.9134671688079834,
-0.5298315286636353,
-0.592544674873352,
0.8045595288276672,
0.44492214918136597,
0.8449400067329407,
0.05263596028089523,
0.8621254563331604,
-0.2786814272403717,
0.7868776321411133,
0.032358597964048386,
1.0952365398406982,
-0.22949613630771637,
0.09935761243104935,
-0.5737976431846619,
-0.6077513694763184,
-0.2447793185710907,
0.8777525424957275,
-0.19986139237880707,
0.25725236535072327,
0.5820099711418152,
0.7659511566162109,
-0.01720414124429226,
0.33661705255508423,
-0.06371887028217316,
0.5063329935073853,
0.0483127124607563,
0.5150513052940369,
0.9086529612541199,
-0.1978112757205963,
0.7584381103515625,
-0.4139815866947174,
-0.22094570100307465,
0.06480658054351807,
-1.0489449501037598,
-1.253456711769104,
-0.32333049178123474,
-0.43464213609695435,
-0.957953155040741,
0.05381312593817711,
0.5223526358604431,
0.5885749459266663,
-1.030297040939331,
-0.06731848418712616,
-0.15954239666461945,
-0.07635580003261566,
0.41820260882377625,
-0.3197024464607239,
-0.18682299554347992,
0.12073183059692383,
-0.3502213954925537,
-0.32545021176338196,
-0.0310826413333416,
-0.22875019907951355,
-0.16329748928546906,
0.23563939332962036,
-0.30610257387161255,
0.16434979438781738,
0.5350791811943054,
0.306872695684433,
-0.133691668510437,
-0.8515726923942566,
-0.4622502624988556,
-0.24071337282657623,
-0.04257624223828316,
0.34226587414741516,
-0.47421377897262573,
0.6288407444953918,
0.46942174434661865,
-0.023681048303842545,
0.7287449240684509,
-0.2098231315612793,
0.39589163661003113,
-0.5744948387145996,
0.32865411043167114,
0.358692467212677,
0.27663421630859375,
0.16805754601955414,
-0.6265555620193481,
0.8184587359428406,
0.14081726968288422,
-0.8244599103927612,
-0.8885970115661621,
0.19486568868160248,
-1.2259492874145508,
-0.09025793522596359,
1.065037488937378,
-0.02088042162358761,
-0.013787061907351017,
-0.385924756526947,
-0.6532857418060303,
0.40456950664520264,
-0.540840744972229,
1.1913057565689087,
0.7796471118927002,
-0.03601224720478058,
-0.1830769181251526,
-0.616946816444397,
0.604117214679718,
0.30052876472473145,
-0.867991030216217,
0.09424179792404175,
0.5344896912574768,
0.4935474395751953,
0.12974776327610016,
0.7280887365341187,
-0.4782441556453705,
0.34926149249076843,
0.10984846204519272,
0.13946595788002014,
0.3943193554878235,
0.13697735965251923,
0.03969649598002434,
-0.14963093400001526,
0.08507175743579865,
-0.2530185878276825
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
addy88/nq-question-answeronly | addy88 | 2021-12-14T13:59:58Z | 383 | 1 | null | [
"region:us"
] | 2021-12-14T13:59:58Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
dennlinger/klexikon | dennlinger | 2022-10-25T15:03:56Z | 381 | 6 | klexikon | [
"task_categories:summarization",
"task_categories:text2text-generation",
"task_ids:text-simplification",
"annotations_creators:found",
"annotations_creators:expert-generated",
"language_creators:found",
"language_creators:machine-generated",
"multilinguality:monolingual",
"size_categories:1K<n<10K",
"source_datasets:original",
"language:de",
"license:cc-by-sa-4.0",
"conditional-text-generation",
"simplification",
"document-level",
"arxiv:2201.07198",
"region:us"
] | 2022-10-25T15:03:56Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- found
- expert-generated
language_creators:
- found
- machine-generated
language:
- de
license:
- cc-by-sa-4.0
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- original
task_categories:
- summarization
- text2text-generation
task_ids:
- text-simplification
paperswithcode_id: klexikon
pretty_name: Klexikon
tags:
- conditional-text-generation
- simplification
- document-level
---
# Dataset Card for the Klexikon Dataset
## Table of Contents
- [Version History](#version-history)
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-instances)
- [Data Splits](#data-instances)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
## Version History
- **v0.3** (2022-09-01): Removing some five samples from the dataset due to duplication conflicts with other samples.
- **v0.2** (2022-02-28): Updated the files to no longer contain empty sections and removing otherwise empty lines at the end of files. Also removing lines with some sort of coordinate.
- **v0.1** (2022-01-19): Initial data release on Huggingface datasets.
## Dataset Description
- **Homepage:** [N/A]
- **Repository:** [Klexikon repository](https://github.com/dennlinger/klexikon)
- **Paper:** [Klexikon: A German Dataset for Joint Summarization and Simplification](https://arxiv.org/abs/2201.07198)
- **Leaderboard:** [N/A]
- **Point of Contact:** [Dennis Aumiller](mailto:dennis.aumiller@gmail.com)
### Dataset Summary
The Klexikon dataset is a German resource of document-aligned texts between German Wikipedia and the children's lexicon "Klexikon". The dataset was created for the purpose of joint text simplification and summarization, and contains almost 2900 aligned article pairs.
Notably, the children's articles use a simpler language than the original Wikipedia articles; this is in addition to a clear length discrepancy between the source (Wikipedia) and target (Klexikon) domain.
### Supported Tasks and Leaderboards
- `summarization`: The dataset can be used to train a model for summarization. In particular, it poses a harder challenge than some of the commonly used datasets (CNN/DailyMail), which tend to suffer from positional biases in the source text. This makes it very easy to generate high (ROUGE) scoring solutions, by simply taking the leading 3 sentences. Our dataset provides a more challenging extraction task, combined with the additional difficulty of finding lexically appropriate simplifications.
- `simplification`: While not currently supported by the HF task board, text simplification is concerned with the appropriate representation of a text for disadvantaged readers (e.g., children, language learners, dyslexic,...).
For scoring, we ran preliminary experiments based on [ROUGE](https://huggingface.co/metrics/rouge), however, we want to cautiously point out that ROUGE is incapable of accurately depicting simplification appropriateness.
We combined this with looking at Flesch readability scores, as implemented by [textstat](https://github.com/shivam5992/textstat).
Note that simplification metrics such as [SARI](https://huggingface.co/metrics/sari) are not applicable here, since they require sentence alignments, which we do not provide.
### Languages
The associated BCP-47 code is `de-DE`.
The text of the articles is in German. Klexikon articles are further undergoing a simple form of peer-review before publication, and aim to simplify language for 8-13 year old children. This means that the general expected text difficulty for Klexikon articles is lower than Wikipedia's entries.
## Dataset Structure
### Data Instances
One datapoint represents the Wikipedia text (`wiki_text`), as well as the Klexikon text (`klexikon_text`).
Sentences are separated by newlines for both datasets, and section headings are indicated by leading `==` (or `===` for subheadings, `====` for sub-subheading, etc.).
Further, it includes the `wiki_url` and `klexikon_url`, pointing to the respective source texts. Note that the original articles were extracted in April 2021, so re-crawling the texts yourself will likely change some content.
Lastly, we include a unique identifier `u_id` as well as the page title `title` of the Klexikon page.
Sample (abridged texts for clarity):
```
{
"u_id": 0,
"title": "ABBA",
"wiki_url": "https://de.wikipedia.org/wiki/ABBA",
"klexikon_url": "https://klexikon.zum.de/wiki/ABBA",
"wiki_sentences": [
"ABBA ist eine schwedische Popgruppe, die aus den damaligen Paaren Agnetha Fältskog und Björn Ulvaeus sowie Benny Andersson und Anni-Frid Lyngstad besteht und sich 1972 in Stockholm formierte.",
"Sie gehört mit rund 400 Millionen verkauften Tonträgern zu den erfolgreichsten Bands der Musikgeschichte.",
"Bis in die 1970er Jahre hatte es keine andere Band aus Schweden oder Skandinavien gegeben, der vergleichbare Erfolge gelungen waren.",
"Trotz amerikanischer und britischer Dominanz im Musikgeschäft gelang der Band ein internationaler Durchbruch.",
"Sie hat die Geschichte der Popmusik mitgeprägt.",
"Zu ihren bekanntesten Songs zählen Mamma Mia, Dancing Queen und The Winner Takes It All.",
"1982 beendeten die Gruppenmitglieder aufgrund privater Differenzen ihre musikalische Zusammenarbeit.",
"Seit 2016 arbeiten die vier Musiker wieder zusammen an neuer Musik, die 2021 erscheinen soll.",
],
"klexikon_sentences": [
"ABBA war eine Musikgruppe aus Schweden.",
"Ihre Musikrichtung war die Popmusik.",
"Der Name entstand aus den Anfangsbuchstaben der Vornamen der Mitglieder, Agnetha, Björn, Benny und Anni-Frid.",
"Benny Andersson und Björn Ulvaeus, die beiden Männer, schrieben die Lieder und spielten Klavier und Gitarre.",
"Anni-Frid Lyngstad und Agnetha Fältskog sangen."
]
},
```
### Data Fields
* `u_id` (`int`): A unique identifier for each document pair in the dataset. 0-2349 are reserved for training data, 2350-2623 for testing, and 2364-2897 for validation.
* `title` (`str`): Title of the Klexikon page for this sample.
* `wiki_url` (`str`): URL of the associated Wikipedia article. Notably, this is non-trivial, since we potentially have disambiguated pages, where the Wikipedia title is not exactly the same as the Klexikon one.
* `klexikon_url` (`str`): URL of the Klexikon article.
* `wiki_text` (`List[str]`): List of sentences of the Wikipedia article. We prepare a pre-split document with spacy's sentence splitting (model: `de_core_news_md`). Additionally, please note that we do not include page contents outside of `<p>` tags, which excludes lists, captions and images.
* `klexikon_text` (`List[str]`): List of sentences of the Klexikon article. We apply the same processing as for the Wikipedia texts.
### Data Splits
We provide a stratified split of the dataset, based on the length of the respective Wiki article/Klexikon article pair (according to number of sentences).
The x-axis represents the length of the Wikipedia article, and the y-axis the length of the Klexikon article.
We segment the coordinate systems into rectangles of shape `(100, 10)`, and randomly sample a split of 80/10/10 for training/validation/test from each rectangle to ensure stratification. In case of rectangles with less than 10 entries, we put all samples into training.
The final splits have the following size:
* 2350 samples for training
* 274 samples for validation
* 274 samples for testing
## Dataset Creation
### Curation Rationale
As previously described, the Klexikon resource was created as an attempt to bridge the two fields of text summarization and text simplification. Previous datasets suffer from either one or more of the following shortcomings:
* They primarily focus on input/output pairs of similar lengths, which does not reflect longer-form texts.
* Data exists primarily for English, and other languages are notoriously understudied.
* Alignments exist for sentence-level, but not document-level.
This dataset serves as a starting point to investigate the feasibility of end-to-end simplification systems for longer input documents.
### Source Data
#### Initial Data Collection and Normalization
Data was collected from [Klexikon](klexikon.zum.de), and afterwards aligned with corresponding texts from [German Wikipedia](de.wikipedia.org).
Specifically, the collection process was performed in April 2021, and 3145 articles could be extracted from Klexikon back then. Afterwards, we semi-automatically align the articles with Wikipedia, by looking up articles with the same title.
For articles that do not exactly match, we manually review their content, and decide to match to an appropriate substitute if the content can be matched by at least 66% of the Klexikon paragraphs.
Similarly, we proceed to manually review disambiguation pages on Wikipedia.
We extract only full-text content, excluding figures, captions, and list elements from the final text corpus, and only retain articles for which the respective Wikipedia document consists of at least 15 paragraphs after pre-processing.
#### Who are the source language producers?
The language producers are contributors to Klexikon and Wikipedia. No demographic information was available from the data sources.
### Annotations
#### Annotation process
Annotations were performed by manually reviewing the URLs of the ambiguous article pairs. No annotation platforms or existing tools were used in the process.
Otherwise, articles were matched based on the exact title.
#### Who are the annotators?
The manually aligned articles were reviewed by the dataset author (Dennis Aumiller).
### Personal and Sensitive Information
Since Klexikon and Wikipedia are public encyclopedias, no further personal or sensitive information is included. We did not investigate to what extent information about public figures is included in the dataset.
## Considerations for Using the Data
### Social Impact of Dataset
Accessibility on the web is still a big issue, particularly for disadvantaged readers.
This dataset has the potential to strengthen text simplification systems, which can improve the situation.
In terms of language coverage, this dataset also has a beneficial impact on the availability of German data.
Potential negative biases include the problems of automatically aligned articles. The alignments may never be 100% perfect, and can therefore cause mis-aligned articles (or associations), despite the best of our intentions.
### Discussion of Biases
We have not tested whether any particular bias towards a specific article *type* (i.e., "person", "city", etc.) exists.
Similarly, we attempted to present an unbiased (stratified) split for validation and test set, but given that we only cover around 2900 articles, it is possible that these articles represent a particular focal lense on the overall distribution of lexical content.
### Other Known Limitations
Since the articles were written independently of each other, it is not guaranteed that there exists an exact coverage of each sentence in the simplified article, which could also stem from the fact that sometimes Wikipedia pages have separate article pages for aspects (e.g., the city of "Aarhus" has a separate page for its art museum (ARoS). However, Klexikon lists content and description for ARoS on the page of the city itself.
## Additional Information
### Dataset Curators
The dataset was curated only by the author of this dataset, Dennis Aumiller.
### Licensing Information
Klexikon and Wikipedia make their textual contents available under the CC BY-SA license, which will be inherited for this dataset.
### Citation Information
If you use our dataset or associated code, please cite our paper:
```
@inproceedings{aumiller-gertz-2022-klexikon,
title = "Klexikon: A {G}erman Dataset for Joint Summarization and Simplification",
author = "Aumiller, Dennis and
Gertz, Michael",
booktitle = "Proceedings of the Thirteenth Language Resources and Evaluation Conference",
month = jun,
year = "2022",
address = "Marseille, France",
publisher = "European Language Resources Association",
url = "https://aclanthology.org/2022.lrec-1.288",
pages = "2693--2701"
}
```
| [
-0.6048176884651184,
-0.5325675010681152,
0.30097144842147827,
0.29630666971206665,
-0.3516083359718323,
-0.10867766290903091,
-0.34157854318618774,
-0.3666808307170868,
0.2879599630832672,
0.19670329988002777,
-0.6629427671432495,
-0.6716101169586182,
-0.5838145017623901,
0.20030438899993896,
-0.2240336835384369,
1.2151527404785156,
-0.22211703658103943,
-0.013607913628220558,
-0.23347975313663483,
-0.18188975751399994,
-0.05027470737695694,
-0.11346390098333359,
-0.3659213185310364,
-0.438934326171875,
0.7476488351821899,
0.7137385606765747,
0.517134428024292,
0.7324855923652649,
0.20259402692317963,
0.2322007417678833,
-0.28540468215942383,
0.21017415821552277,
-0.5236641764640808,
-0.09636213630437851,
0.017118845134973526,
-0.03634777292609215,
-0.37765634059906006,
0.08755285292863846,
0.7832013368606567,
0.8011705279350281,
-0.0015367347514256835,
0.25888821482658386,
0.22760789096355438,
0.8746165037155151,
-0.4104200601577759,
0.24325241148471832,
-0.15475758910179138,
-0.062388695776462555,
-0.05765360966324806,
0.22693361341953278,
-0.24562089145183563,
-0.4925674796104431,
-0.012721464037895203,
-0.8399078845977783,
0.05614544823765755,
-0.11085792630910873,
1.210127353668213,
-0.012867757119238377,
-0.6705846786499023,
-0.5114550590515137,
-0.4227050542831421,
0.7093069553375244,
-0.5158618688583374,
0.4951409697532654,
0.5502550601959229,
0.04898396506905556,
-0.16162748634815216,
-0.583807647228241,
-0.7039992809295654,
-0.05209118872880936,
-0.47222042083740234,
0.3289633095264435,
-0.1783403754234314,
-0.44930845499038696,
0.3584475815296173,
0.35603925585746765,
-0.7351513504981995,
-0.12447288632392883,
-0.6108266711235046,
-0.044029347598552704,
0.9694561958312988,
0.10369753837585449,
0.39752617478370667,
-0.366733193397522,
-0.15412388741970062,
-0.38266676664352417,
-0.4856990873813629,
0.06707004457712173,
0.5088114142417908,
0.059368327260017395,
-0.5770812034606934,
0.59050452709198,
-0.4068457782268524,
0.3923819363117218,
0.212760791182518,
-0.3016071319580078,
0.5159376263618469,
-0.4041063189506531,
-0.02917870506644249,
0.03242882341146469,
0.9192441701889038,
0.653537392616272,
0.26259756088256836,
-0.19279611110687256,
0.09917144477367401,
-0.17378035187721252,
-0.09360429644584656,
-0.8199849724769592,
-0.5729535818099976,
0.4088870584964752,
-0.6171482801437378,
-0.3247321546077728,
0.1576472371816635,
-1.030318021774292,
-0.2472047358751297,
-0.1866576373577118,
0.34725651144981384,
-0.6399543881416321,
-0.40370461344718933,
-0.13090534508228302,
-0.2897733449935913,
0.19064177572727203,
0.19301097095012665,
-0.6402631402015686,
0.21581222116947174,
0.38265106081962585,
0.6903055906295776,
-0.1523289680480957,
-0.45141762495040894,
-0.14024308323860168,
0.2769661247730255,
-0.3017236888408661,
0.6460047960281372,
-0.1182062029838562,
-0.5968925356864929,
-0.07234908640384674,
0.44091302156448364,
-0.12116552144289017,
-0.3729335367679596,
0.853918731212616,
-0.3452136516571045,
0.31730762124061584,
-0.45273569226264954,
-0.789384663105011,
-0.2186221331357956,
0.012258913367986679,
-0.7006697654724121,
1.0483372211456299,
0.16232402622699738,
-0.8409639596939087,
0.41701585054397583,
-0.44565653800964355,
-0.6932241916656494,
-0.3007758855819702,
0.04318755865097046,
-0.6100358366966248,
-0.18024900555610657,
0.26973864436149597,
0.4129127860069275,
0.027655571699142456,
-0.1873660385608673,
-0.20262977480888367,
-0.19113734364509583,
0.14600563049316406,
0.058279380202293396,
1.155313491821289,
0.36681121587753296,
-0.26657891273498535,
-0.260709673166275,
-0.8355138301849365,
0.12494613975286484,
0.33707195520401,
-0.5052531957626343,
-0.4192608594894409,
-0.08836496621370316,
0.2828418016433716,
0.18697218596935272,
0.2605355381965637,
-0.3431589901447296,
0.1552092730998993,
-0.3950839042663574,
0.14971691370010376,
0.5764585733413696,
0.11890651285648346,
0.6355233192443848,
-0.44602423906326294,
0.30446186661720276,
0.13981176912784576,
0.16762655973434448,
-0.19624291360378265,
-0.36686792969703674,
-0.7497257590293884,
-0.20565864443778992,
0.5597071051597595,
0.6056336164474487,
-0.6632803678512573,
0.6239625215530396,
-0.5044324398040771,
-1.1199356317520142,
-0.32322460412979126,
0.15290848910808563,
0.39893394708633423,
0.3565462827682495,
0.31882837414741516,
-0.009277998469769955,
-0.2899702191352844,
-0.8886027932167053,
-0.1569044142961502,
-0.05516400188207626,
0.07577960193157196,
0.46749094128608704,
0.8169260025024414,
0.01968337409198284,
0.5514050722122192,
-0.6208904385566711,
0.0338793583214283,
-0.11073136329650879,
-0.05544517561793327,
0.5032685995101929,
0.6098253726959229,
0.680293619632721,
-1.226628303527832,
-0.9639002084732056,
0.08854205906391144,
-0.7434847354888916,
-0.2029484361410141,
0.23454271256923676,
-0.1236644834280014,
0.2935033440589905,
0.2724083364009857,
-0.8985338807106018,
0.30283093452453613,
0.25533220171928406,
-0.487697035074234,
0.6552329063415527,
-0.17835095524787903,
0.35626688599586487,
-1.09926176071167,
0.16105256974697113,
-0.013382014818489552,
-0.0024190761614590883,
-0.48462727665901184,
0.023811165243387222,
0.2858264148235321,
0.11937268823385239,
-0.3098982572555542,
0.6315135359764099,
-0.5271759629249573,
0.33804598450660706,
0.05788586661219597,
0.3360236585140228,
0.08506696671247482,
0.3878004848957062,
-0.08475354313850403,
0.4180780351161957,
0.42688480019569397,
-0.7274433970451355,
0.5248404741287231,
0.19389022886753082,
-0.3203238546848297,
0.8853841423988342,
-0.5551635026931763,
-0.07884405553340912,
-0.14921967685222626,
0.2077382355928421,
-0.8309503197669983,
-0.6353338360786438,
0.5037686824798584,
-0.6748073101043701,
0.34601062536239624,
-0.059907861053943634,
-0.5907385945320129,
-0.2531357705593109,
-0.44539928436279297,
0.24228498339653015,
0.5262519717216492,
-0.39108338952064514,
0.4452357590198517,
0.4453052580356598,
-0.17743784189224243,
-0.5415679812431335,
-0.3285816013813019,
-0.0808178037405014,
-0.47993719577789307,
-0.5957349538803101,
0.3490052819252014,
-0.25729504227638245,
-0.17354731261730194,
0.3067530691623688,
-0.24230089783668518,
-0.0535866878926754,
-0.036566805094480515,
0.191926971077919,
0.0839565247297287,
0.08331969380378723,
0.16490408778190613,
0.1273953914642334,
0.08250948786735535,
-0.17250853776931763,
-0.11759460717439651,
0.4358176290988922,
0.059323348104953766,
0.07536635547876358,
-0.38261446356773376,
0.48813849687576294,
0.31471380591392517,
0.011452088132500648,
0.6309126019477844,
0.7491500973701477,
-0.4007168710231781,
-0.17360886931419373,
-0.3544394075870514,
-0.012330853380262852,
-0.4040106236934662,
0.1461639106273651,
-0.1442570835351944,
-0.650996208190918,
0.5364841818809509,
0.10692490637302399,
-0.020251117646694183,
0.7248707413673401,
0.5970613956451416,
-0.47549718618392944,
0.6994796991348267,
0.40720170736312866,
-0.14971299469470978,
0.2936140298843384,
-0.4074857532978058,
-0.1091422289609909,
-0.35484158992767334,
-0.3372853398323059,
-0.6476185321807861,
-0.2767380177974701,
-0.8075141310691833,
-0.13002432882785797,
0.3524181842803955,
0.2764640152454376,
-0.32079166173934937,
0.5129058361053467,
-0.42686688899993896,
0.4975452423095703,
0.5961750149726868,
0.13714586198329926,
0.12342269718647003,
0.14314189553260803,
-0.10356412827968597,
-0.001757871126756072,
-0.677010178565979,
-0.4360583424568176,
1.0898258686065674,
0.19612360000610352,
0.46944499015808105,
0.13568280637264252,
0.7919850945472717,
0.3574223518371582,
0.13127915561199188,
-0.5292403101921082,
0.5498212575912476,
-0.07110773026943207,
-0.7262232303619385,
-0.3251195251941681,
-0.5289081931114197,
-1.052177906036377,
0.03888003155589104,
-0.22408147156238556,
-0.7666628360748291,
0.40446946024894714,
-0.037763360887765884,
-0.20419614017009735,
0.08168218284845352,
-0.8610156178474426,
0.9202767610549927,
0.10777558386325836,
-0.2914005219936371,
-0.10798227041959763,
-0.7022068500518799,
0.19064056873321533,
-0.05059332400560379,
0.4800446927547455,
-0.07515586167573929,
-0.0764249637722969,
0.8075870871543884,
-0.5783513188362122,
0.7099320888519287,
-0.13081493973731995,
-0.1822400838136673,
0.3631346523761749,
-0.1210884228348732,
0.4678376019001007,
0.08698398619890213,
0.1429998129606247,
0.24897661805152893,
0.2273743897676468,
-0.4797910749912262,
-0.3993859589099884,
0.8150843977928162,
-0.8783236742019653,
-0.1338656097650528,
-0.4668435752391815,
-0.3950517475605011,
0.06541548669338226,
0.5328946709632874,
0.45966091752052307,
0.1896546632051468,
-0.1545146107673645,
0.36088356375694275,
0.5167059302330017,
-0.2212865948677063,
0.42386341094970703,
0.45451217889785767,
-0.13077180087566376,
-0.9029149413108826,
0.8691049814224243,
0.5393680334091187,
0.047424204647541046,
0.11900251358747482,
0.03113637864589691,
-0.33540239930152893,
-0.13923297822475433,
-0.5280213356018066,
0.45044857263565063,
-0.7081870436668396,
-0.04747841879725456,
-0.6263154149055481,
-0.14777161180973053,
-0.5864045023918152,
-0.058396823704242706,
0.014582968316972256,
-0.6525019407272339,
-0.08867702633142471,
-0.17292089760303497,
0.3572675585746765,
0.5389596819877625,
-0.4217033088207245,
0.4212648272514343,
-0.6518593430519104,
0.3008359968662262,
0.11000680923461914,
0.2837182283401489,
-0.1133323386311531,
-0.3041008412837982,
-0.6542472839355469,
0.017255112528800964,
-0.41159141063690186,
-1.1871616840362549,
0.06709828227758408,
0.05924481526017189,
0.5001271367073059,
0.2908252477645874,
0.20294295251369476,
0.31787726283073425,
-0.43735358119010925,
0.9318230748176575,
0.13974802196025848,
-0.5615985989570618,
0.6598281264305115,
-0.6017399430274963,
0.1705693155527115,
0.41694268584251404,
0.6476308107376099,
-0.6085959672927856,
-0.14903157949447632,
-0.8982580304145813,
-0.9667467474937439,
0.738135576248169,
0.44641897082328796,
0.058263253420591354,
-0.026404907926917076,
0.357665091753006,
0.01567140780389309,
0.236752450466156,
-0.7833985090255737,
-0.7333511114120483,
-0.23049286007881165,
-0.32916393876075745,
-0.246608167886734,
-0.17851468920707703,
-0.2736815810203552,
-0.4485630393028259,
1.0908695459365845,
0.24478879570960999,
0.06562824547290802,
0.39115774631500244,
-0.09733646363019943,
-0.13000354170799255,
0.14943301677703857,
0.5547696948051453,
0.5035189390182495,
0.006213183980435133,
0.028693901374936104,
0.25411105155944824,
-0.7102010846138,
0.11429902911186218,
0.3072308897972107,
-0.5083594918251038,
0.2886160612106323,
0.45193183422088623,
0.5721399784088135,
0.02431252785027027,
-0.5292713642120361,
0.45249444246292114,
0.179294154047966,
-0.22636988759040833,
-0.6002174615859985,
0.13937970995903015,
0.23814180493354797,
0.2939613163471222,
0.2993777394294739,
-0.40713152289390564,
0.10020327568054199,
-0.2783447206020355,
0.3175584673881531,
0.049929480999708176,
-0.2545473873615265,
-0.20451869070529938,
0.5196176767349243,
-0.11597999930381775,
-0.24576829373836517,
0.34087684750556946,
-0.41369640827178955,
-0.229811429977417,
0.7392579317092896,
0.1508283019065857,
0.7387222647666931,
-0.3138023316860199,
0.36674582958221436,
0.7510982155799866,
0.43477120995521545,
0.052346982061862946,
0.2411537617444992,
-0.23860815167427063,
-0.71697998046875,
-0.17852908372879028,
-0.626476526260376,
-0.08834346383810043,
0.17298367619514465,
-0.5568467378616333,
0.35197606682777405,
-0.20968739688396454,
-0.1030246689915657,
0.09762151539325714,
0.23825733363628387,
-0.4856557548046112,
0.3713902235031128,
-0.08878319710493088,
1.0311113595962524,
-0.9337792992591858,
0.6198687553405762,
0.7744143605232239,
-0.6060175895690918,
-0.8096198439598083,
0.10963958501815796,
-0.14523530006408691,
-0.31061309576034546,
0.3914984166622162,
-0.06349599361419678,
0.2853947877883911,
0.00580413406714797,
-0.6735930442810059,
-0.5328571200370789,
1.0779118537902832,
0.06718096137046814,
-0.19769519567489624,
0.005785839632153511,
0.2161172479391098,
0.417332261800766,
-0.17367945611476898,
0.02775784581899643,
0.654228150844574,
0.7976189851760864,
-0.04687059298157692,
-0.9630258083343506,
-0.0929039791226387,
-0.49649643898010254,
-0.3665083050727844,
0.01303709577769041,
-0.9300791621208191,
0.8061148524284363,
-0.04933300241827965,
-0.15862861275672913,
0.033692046999931335,
0.5854865908622742,
0.25570324063301086,
0.5535386800765991,
0.676991879940033,
0.846113920211792,
0.6805711984634399,
-0.38823994994163513,
0.9776551723480225,
-0.22655770182609558,
0.6168987154960632,
0.8372137546539307,
0.18452943861484528,
0.6521196365356445,
0.4715633988380432,
-0.4227527976036072,
0.437771737575531,
0.9204596281051636,
-0.1552356779575348,
0.7114059925079346,
-0.005531716160476208,
-0.3006099760532379,
-0.11723148822784424,
0.05170907452702522,
-0.5476136207580566,
0.32482650876045227,
0.2238868921995163,
-0.37242889404296875,
-0.33584654331207275,
-0.05556058511137962,
0.7193988561630249,
-0.008472445420920849,
-0.3164897561073303,
0.7943745851516724,
0.2039242386817932,
-0.5570836067199707,
0.557925820350647,
-0.00416393531486392,
0.42255038022994995,
-0.47172605991363525,
-0.0433599054813385,
-0.2914596498012543,
0.021855594590306282,
-0.3632359504699707,
-0.8495574593544006,
0.13692475855350494,
-0.058469630777835846,
-0.3743908405303955,
-0.09538260847330093,
0.708436131477356,
-0.5630916357040405,
-0.734584391117096,
0.2753470838069916,
0.43211376667022705,
0.4047899544239044,
0.14041808247566223,
-0.6324827671051025,
-0.03279918059706688,
0.01231291238218546,
-0.4573948383331299,
0.15243904292583466,
0.6883394122123718,
0.13453564047813416,
0.438794881105423,
0.4559818506240845,
0.0669141337275505,
-0.012237139977514744,
-0.2873324155807495,
0.954481840133667,
-0.4766749143600464,
-0.6874105334281921,
-0.7983201742172241,
0.6583216190338135,
-0.5062834620475769,
-0.16708657145500183,
1.0770201683044434,
0.9564029574394226,
1.0786019563674927,
-0.13126760721206665,
0.9138257503509521,
-0.4169127643108368,
0.64471036195755,
-0.3584989309310913,
1.0909751653671265,
-0.9526363015174866,
-0.20692744851112366,
-0.6147509217262268,
-0.766334593296051,
-0.10909028351306915,
0.540581464767456,
-0.28470033407211304,
0.1948782056570053,
0.4481704533100128,
0.7337231636047363,
-0.16344939172267914,
-0.001553140813484788,
0.01025055255740881,
0.44946470856666565,
-0.024986350908875465,
0.42198723554611206,
0.5864807367324829,
-0.7059844136238098,
0.7308447360992432,
-0.6962228417396545,
-0.2538483440876007,
-0.28264275193214417,
-0.9059918522834778,
-0.7124245166778564,
-0.8069666624069214,
-0.465895414352417,
-0.5476546883583069,
0.029956337064504623,
0.6805139780044556,
0.4040042757987976,
-0.8549214601516724,
-0.23738548159599304,
0.3504745662212372,
0.3890852928161621,
-0.3340441584587097,
-0.2545776665210724,
0.7718394994735718,
-0.0240982286632061,
-0.9569217562675476,
0.13484323024749756,
-0.10690663754940033,
-0.006298552267253399,
0.12235283106565475,
-0.35486409068107605,
-0.13963912427425385,
-0.08405943214893341,
0.5167196393013,
0.24975129961967468,
-0.36033475399017334,
-0.32487753033638,
0.051805656403303146,
-0.09210249036550522,
-0.09900612384080887,
0.21445493400096893,
-0.23285257816314697,
0.1059519350528717,
0.5673112273216248,
0.12293294817209244,
0.5130041837692261,
-0.1011776253581047,
-0.04381021112203598,
-0.541051983833313,
0.09384539723396301,
-0.10681118816137314,
0.4016646444797516,
0.07716777175664902,
-0.23914846777915955,
0.6741081476211548,
0.5769857168197632,
-0.600045919418335,
-0.9163239598274231,
-0.11787993460893631,
-1.0036513805389404,
-0.19438228011131287,
1.2352073192596436,
-0.17928050458431244,
-0.32050785422325134,
-0.07013553380966187,
-0.3288396894931793,
0.4320824444293976,
-0.3165125548839569,
0.5938231945037842,
1.1223255395889282,
0.028502674773335457,
-0.1281539499759674,
-0.6995134353637695,
0.5939229726791382,
-0.03876975178718567,
-0.619323194026947,
-0.056032925844192505,
0.6992935538291931,
0.6080983877182007,
0.33552631735801697,
0.7016311287879944,
-0.23265540599822998,
0.3928869664669037,
0.08563834428787231,
0.2569754421710968,
0.1765434294939041,
-0.16555048525333405,
-0.013493511825799942,
0.23668013513088226,
-0.30449384450912476,
-0.04709850624203682
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
sanchit-gandhi/gtzan | sanchit-gandhi | 2023-06-23T13:48:10Z | 381 | 0 | null | [
"region:us"
] | 2023-06-23T13:48:10Z | 2023-06-23T13:47:03.000Z | 2023-06-23T13:47:03 | ---
dataset_info:
features:
- name: file
dtype: string
- name: audio
dtype:
audio:
sampling_rate: 32000
- name: genre
dtype:
class_label:
names:
'0': blues
'1': classical
'2': country
'3': disco
'4': hiphop
'5': jazz
'6': metal
'7': pop
'8': reggae
'9': rock
splits:
- name: train
num_bytes: 1322941192.0
num_examples: 999
download_size: 1305519226
dataset_size: 1322941192.0
---
# Dataset Card for "gtzan"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.5733677744865417,
-0.23877796530723572,
0.43217507004737854,
0.21110999584197998,
-0.2006315141916275,
-0.08195360004901886,
0.05734919384121895,
-0.2714579403400421,
0.8226646780967712,
0.46572038531303406,
-1.1013891696929932,
-0.8898379802703857,
-0.41068601608276367,
-0.4042167067527771,
-0.41471901535987854,
1.4770370721817017,
0.19330595433712006,
0.07205808162689209,
-0.2793978154659271,
-0.025764908641576767,
-0.378219872713089,
-0.4648183286190033,
-0.8123857378959656,
-0.6373650431632996,
1.20133638381958,
0.7267274856567383,
0.6049110293388367,
0.547751784324646,
0.7782278656959534,
0.1510256677865982,
0.036722127348184586,
-0.25027287006378174,
-0.5065034627914429,
-0.1088835671544075,
-0.22064456343650818,
-0.5093767642974854,
-1.1277475357055664,
0.11844063550233841,
0.554901123046875,
0.34234580397605896,
-0.3246265649795532,
0.7805688381195068,
-0.10608971863985062,
0.719702422618866,
-0.14237217605113983,
0.3312350809574127,
-0.08256568014621735,
0.05871279537677765,
-0.8527288436889648,
-0.1977943480014801,
0.27096861600875854,
-0.7976294159889221,
0.11148129403591156,
-1.2182062864303589,
0.49640002846717834,
-0.032486580312252045,
0.9924783110618591,
0.14053970575332642,
0.2578415274620056,
-0.2407369315624237,
-0.5433710217475891,
0.10514175146818161,
-0.1709422469139099,
-0.05587175488471985,
0.6076174974441528,
0.6540991067886353,
-0.07952975481748581,
-0.8859896063804626,
-0.4393880367279053,
-0.10246837139129639,
-0.17649006843566895,
0.3093499541282654,
0.08000659942626953,
0.17607873678207397,
0.700987696647644,
0.8606756329536438,
-0.6655333042144775,
-0.3542902171611786,
-0.5493019819259644,
-0.28959667682647705,
0.7485243082046509,
0.3718551993370056,
0.5335301756858826,
-0.09032145142555237,
-0.2804624140262604,
-0.4630339443683624,
-0.6601366996765137,
-0.19097232818603516,
0.6241140365600586,
0.3037731349468231,
-1.1514078378677368,
0.5387144684791565,
0.044063542038202286,
0.3227594792842865,
0.04606490209698677,
0.6410831809043884,
0.49079281091690063,
-0.4366616904735565,
-0.37327978014945984,
-0.09697191417217255,
0.4997405409812927,
0.279934823513031,
0.30438563227653503,
0.01081971637904644,
0.2612823247909546,
-0.021192042157053947,
0.11882030963897705,
-0.9920585751533508,
-0.9910045266151428,
0.3485279977321625,
-0.6062840819358826,
-0.3437741696834564,
0.24773943424224854,
-1.048936367034912,
-0.7260836362838745,
-0.4296497702598572,
0.19660872220993042,
0.09423119574785233,
-0.7635673880577087,
-0.33332890272140503,
-1.0021075010299683,
0.4710630774497986,
0.24626030027866364,
-0.8983723521232605,
0.2488301545381546,
0.6166066527366638,
0.6282011270523071,
0.399138867855072,
-0.39142000675201416,
-0.42574331164360046,
0.37540408968925476,
-0.024442609399557114,
0.9248398542404175,
-0.56425940990448,
-0.536355197429657,
-0.051078081130981445,
0.2787448465824127,
-0.02161933295428753,
-0.1897447556257248,
0.8714693784713745,
-0.21669185161590576,
0.046740807592868805,
-1.013931155204773,
-0.4451960027217865,
-0.027489962056279182,
0.3796933889389038,
-1.0970158576965332,
1.1255831718444824,
0.3686662018299103,
-0.7675785422325134,
0.5001235604286194,
-1.340218186378479,
-0.20071375370025635,
0.7929362654685974,
-0.11590626835823059,
-0.3706703186035156,
0.3247351050376892,
-0.08604638278484344,
0.49994802474975586,
-0.2670228183269501,
0.584541916847229,
-0.7945430278778076,
-0.22327329218387604,
0.08012915402650833,
0.11725275218486786,
0.8225800395011902,
0.1873118132352829,
0.2917393743991852,
0.4184013903141022,
-0.8306535482406616,
0.11582154780626297,
0.194317027926445,
-0.024408219382166862,
-0.25539109110832214,
-0.3491603434085846,
0.5895947813987732,
-0.15556639432907104,
0.36059820652008057,
-0.4254845678806305,
0.6248452067375183,
0.3056385815143585,
0.0729108452796936,
0.8459206223487854,
0.06218374893069267,
0.17240941524505615,
-0.44423550367355347,
0.4161674380302429,
-0.34683558344841003,
0.6733816862106323,
0.4231940507888794,
-0.4150587320327759,
-0.8737307786941528,
0.0062210033647716045,
0.6819462180137634,
0.6333571672439575,
-0.8423014283180237,
0.40721699595451355,
-0.09668499231338501,
-0.8585872054100037,
-0.21275828778743744,
-0.00237994734197855,
0.22130675613880157,
0.16405326128005981,
0.32352596521377563,
-0.5003682374954224,
-0.8248049020767212,
-0.7701284885406494,
0.32252928614616394,
-0.20692498981952667,
0.14937780797481537,
0.36475032567977905,
0.8873457908630371,
-0.4763965308666229,
0.6595624089241028,
-0.7756574749946594,
-0.48359420895576477,
-0.3019663393497467,
-0.14040876924991608,
0.3718281686306,
0.6913626790046692,
0.9342871904373169,
-0.7144706845283508,
-0.4433663785457611,
-0.24414299428462982,
-0.6860107183456421,
0.08556163311004639,
0.15012525022029877,
-0.8011636137962341,
-0.5648193359375,
0.04355494678020477,
-0.4931011497974396,
0.7647603154182434,
0.9025756120681763,
-0.5754077434539795,
0.30323758721351624,
-0.16873259842395782,
0.06720798462629318,
-1.4109572172164917,
0.5350443720817566,
0.06726495921611786,
-0.123001828789711,
-0.7825243473052979,
0.12750881910324097,
0.01596507616341114,
-0.23082588613033295,
0.21216806769371033,
0.46080732345581055,
-0.2909882366657257,
-0.0944722443819046,
-0.06495796144008636,
-0.1411077231168747,
-0.27073046565055847,
0.3855857253074646,
0.2734310030937195,
0.8091668486595154,
0.9441704154014587,
-0.48195382952690125,
1.0221084356307983,
0.5276555418968201,
-0.03353464975953102,
1.0027135610580444,
-0.9345856308937073,
0.16513267159461975,
-0.14191262423992157,
0.24815891683101654,
-0.7380133271217346,
-0.9339573979377747,
0.7557259202003479,
-0.40390121936798096,
0.36279624700546265,
-0.713315486907959,
-0.5373650193214417,
-0.6922474503517151,
-0.34649592638015747,
0.4647032618522644,
0.3585914969444275,
-0.843510627746582,
0.49116480350494385,
0.6900858879089355,
-0.10615896433591843,
-0.05507873743772507,
-1.0014132261276245,
0.2526278495788574,
-0.4450078010559082,
-0.1252659410238266,
0.45286688208580017,
-0.37094539403915405,
0.1981324702501297,
-0.041323937475681305,
0.5662633776664734,
-0.2690255343914032,
-0.09208182990550995,
0.5722651481628418,
0.3371445834636688,
-0.1047862246632576,
0.4574633538722992,
-0.07412835955619812,
-0.7461962699890137,
0.053059980273246765,
-0.25598350167274475,
0.4804074764251709,
-0.07019209116697311,
-0.060140129178762436,
-0.48160314559936523,
0.42859190702438354,
0.13734832406044006,
-0.0072448826394975185,
0.4964768886566162,
1.164329171180725,
-0.6319060921669006,
-0.005424295552074909,
-0.4409003257751465,
0.17667552828788757,
-0.5020766258239746,
-0.06859942525625229,
-0.1287219226360321,
-0.6449941992759705,
0.699255645275116,
0.14665167033672333,
-0.12126843631267548,
0.8762045502662659,
0.7648270726203918,
-0.05279070511460304,
0.3845386803150177,
0.8156801462173462,
-0.6489539742469788,
0.5453617572784424,
-0.455020546913147,
-0.3984347879886627,
-0.8465257883071899,
-0.42303991317749023,
-0.6477537155151367,
-0.4650696814060211,
-0.7299503684043884,
-0.32459938526153564,
0.10909564793109894,
-0.23927441239356995,
-0.14208613336086273,
0.8305525779724121,
-0.7240363955497742,
0.45327603816986084,
0.710799515247345,
0.2831893563270569,
-0.05667085573077202,
0.01655055768787861,
0.2759983539581299,
0.3008224368095398,
-0.6835302114486694,
0.02861674875020981,
1.288730502128601,
0.481538861989975,
1.0679703950881958,
0.32437482476234436,
0.844728946685791,
0.5725478529930115,
0.5349767804145813,
-0.20285853743553162,
0.3733442723751068,
0.05034242197871208,
-0.7540147304534912,
-0.23131707310676575,
-0.3689391613006592,
-0.6789878010749817,
-0.3857620060443878,
-0.11270264536142349,
-0.3642254173755646,
0.5566200613975525,
0.5804104804992676,
-0.28834035992622375,
0.28051942586898804,
-0.7434079647064209,
0.9207454323768616,
-0.09220986813306808,
-0.18689177930355072,
-0.27782130241394043,
-0.5834280252456665,
0.0795796811580658,
0.5264714956283569,
-0.1939651072025299,
-0.22544626891613007,
0.20789706707000732,
0.8666582107543945,
-0.49166062474250793,
1.1204311847686768,
-0.8575834035873413,
-0.08831331133842468,
0.13767041265964508,
-0.559197187423706,
0.3092699944972992,
0.48482728004455566,
0.1096470057964325,
-0.036120325326919556,
-0.10011675953865051,
-0.3792853355407715,
-0.27205851674079895,
0.8482363820075989,
-0.7971779108047485,
0.14302590489387512,
-0.4338734447956085,
-0.49535462260246277,
0.03718765825033188,
0.17531104385852814,
0.337272047996521,
0.8530453443527222,
-0.6302500367164612,
-0.3241669535636902,
0.9696060419082642,
0.28492042422294617,
0.3035266399383545,
-0.08349542319774628,
-0.2546252906322479,
-0.7425709962844849,
1.188480019569397,
0.12253328412771225,
-0.3260819613933563,
0.19453352689743042,
0.3194085657596588,
-0.3474675416946411,
-0.5664495825767517,
-0.8533135056495667,
0.2337471842765808,
-0.3635779321193695,
-0.4009793698787689,
-0.1292334944009781,
-0.3422687351703644,
-0.325558602809906,
0.07322105020284653,
-0.12912234663963318,
-0.6032290458679199,
-0.5807743668556213,
-0.5405484437942505,
1.1074285507202148,
0.8937339186668396,
-0.6805160045623779,
0.5796393156051636,
-0.6928832530975342,
0.5680314302444458,
0.26241347193717957,
1.048816204071045,
-0.17174401879310608,
-0.2623904049396515,
-0.49944156408309937,
-0.07566492259502411,
0.2134184092283249,
-0.5285292267799377,
-0.1001674011349678,
0.2874956429004669,
0.6632761359214783,
0.27582985162734985,
-0.276095449924469,
1.0257666110992432,
0.02440342865884304,
0.6608877778053284,
0.13832953572273254,
-0.7292294502258301,
0.7615760564804077,
-0.5465202331542969,
0.2513119876384735,
1.089030385017395,
0.3842411935329437,
-0.6115399599075317,
0.07747789472341537,
-0.9081741571426392,
-0.5844435691833496,
0.4928683340549469,
0.10405749827623367,
0.2865739166736603,
0.3721989393234253,
0.557511568069458,
-0.0131226796656847,
0.3264711797237396,
-0.9018321633338928,
-0.8617283701896667,
-0.13431058824062347,
-0.2988298237323761,
0.0480407252907753,
-0.54571133852005,
-0.38912609219551086,
-0.6368026733398438,
0.7543463110923767,
-0.044246986508369446,
0.7065803408622742,
0.18333835899829865,
0.15830999612808228,
-0.05150723084807396,
-0.0010639161337167025,
0.6222919821739197,
0.46037834882736206,
-0.4561423063278198,
-0.22960756719112396,
-0.08010148257017136,
-0.7567667365074158,
-0.3509818911552429,
0.6730861067771912,
-0.07643652707338333,
-0.2541765868663788,
0.45666754245758057,
0.815841019153595,
-0.5203074812889099,
0.19471822679042816,
0.21180099248886108,
-0.3451085686683655,
-0.4592171311378479,
-0.6673101782798767,
0.43477392196655273,
0.11124073714017868,
0.2412116527557373,
0.06625280529260635,
-0.09619651734828949,
0.3200078308582306,
-0.46606412529945374,
0.21708790957927704,
0.008975688368082047,
-0.8055355548858643,
-0.5413225293159485,
0.37279677391052246,
0.5345065593719482,
0.0003514966811053455,
0.9565303325653076,
-0.1338185966014862,
-0.5565424561500549,
0.6146440505981445,
0.20328029990196228,
0.8983408808708191,
-0.2802928388118744,
0.6092989444732666,
0.5293262004852295,
0.28050994873046875,
0.13190297782421112,
0.8495021462440491,
-0.561021089553833,
-0.45967748761177063,
-0.10644610971212387,
-0.04134858027100563,
-0.6015199422836304,
-0.14105741679668427,
-1.1305166482925415,
-0.07643482834100723,
-0.8033478260040283,
-0.40720924735069275,
-0.14053505659103394,
0.33667418360710144,
-0.86932373046875,
0.13304273784160614,
0.3337632715702057,
1.414987325668335,
-0.9384324550628662,
1.0361639261245728,
0.6357606649398804,
-0.2969469726085663,
-0.7858188152313232,
-0.0788247212767601,
-0.005292247980833054,
-0.7009079456329346,
-0.02305370196700096,
0.09703443199396133,
0.25701677799224854,
-0.12346696108579636,
-0.904942512512207,
-0.7967333197593689,
1.4201693534851074,
0.17031288146972656,
-0.5877728462219238,
0.2032296508550644,
-0.02024064026772976,
0.6286442279815674,
-0.13188216090202332,
0.3719105124473572,
0.62577885389328,
1.045870065689087,
0.21087919175624847,
-0.6064186692237854,
0.007962093688547611,
-0.7194649577140808,
0.03922737389802933,
0.4581935703754425,
-0.7087945342063904,
0.34452858567237854,
-0.05794701725244522,
-0.20923365652561188,
0.38582831621170044,
0.7844297885894775,
-0.13335080444812775,
0.2891945242881775,
0.20190684497356415,
0.9112420678138733,
1.2263051271438599,
-0.5801540017127991,
1.2047868967056274,
0.26707959175109863,
0.60923832654953,
1.2899483442306519,
-0.14325404167175293,
0.09396448731422424,
0.3349323570728302,
-0.1430608481168747,
0.5759576559066772,
0.6401227712631226,
-0.7585024833679199,
0.6007837653160095,
0.374632328748703,
-0.1979721486568451,
-0.27591225504875183,
-0.2294074296951294,
-1.015278935432434,
-0.14797072112560272,
0.5622981190681458,
-0.44762730598449707,
-0.14160595834255219,
-0.175151988863945,
0.11687316000461578,
-0.4239758253097534,
-0.6033953428268433,
0.7319119572639465,
-0.11729490756988525,
-0.18221186101436615,
-0.20930081605911255,
-0.12294179946184158,
0.17581765353679657,
-1.011263132095337,
-0.3036465048789978,
-0.10628291219472885,
0.1018589660525322,
-0.5915870070457458,
-1.1692941188812256,
0.5747008323669434,
-0.11266439408063889,
-0.34297776222229004,
0.009881981648504734,
0.9327422380447388,
-0.5140105485916138,
-0.7450477480888367,
0.2613435387611389,
0.2904464304447174,
-0.016262896358966827,
0.2135879397392273,
-1.231895089149475,
0.15329670906066895,
-0.05665703862905502,
-0.06398789584636688,
0.18156592547893524,
-0.041455138474702835,
0.13512101769447327,
0.6751728653907776,
0.776483416557312,
0.010182817466557026,
-0.5089829564094543,
0.6208878755569458,
1.1780970096588135,
-0.8301396369934082,
-0.4291241466999054,
-0.7541781663894653,
0.6372383236885071,
-0.5597148537635803,
-0.7713432908058167,
0.7003767490386963,
0.8045697808265686,
0.7907091379165649,
-0.19755320250988007,
0.9886168837547302,
-0.5956150889396667,
0.511069655418396,
-0.465188205242157,
0.7997213006019592,
-0.19358430802822113,
-0.34293508529663086,
-0.3808762729167938,
-0.6096413135528564,
-0.7488175630569458,
0.5943796634674072,
0.004698861390352249,
-0.09989770501852036,
0.339828759431839,
0.8880552053451538,
-0.1476682871580124,
0.34906086325645447,
-0.08271925151348114,
-0.06485693156719208,
0.188309907913208,
0.6380181908607483,
0.7835392355918884,
-0.4522927403450012,
0.12213306128978729,
-0.20223313570022583,
-0.37699800729751587,
0.18934404850006104,
-1.05494225025177,
-1.221861481666565,
-0.5408106446266174,
-0.4808081090450287,
-0.39376166462898254,
0.09130474179983139,
0.9648904800415039,
0.882375955581665,
-0.9172655940055847,
-0.43017467856407166,
-0.09603197872638702,
0.38916894793510437,
0.03956775367259979,
-0.11971130967140198,
0.6790466904640198,
0.41769126057624817,
-0.4353283941745758,
-0.2121160328388214,
0.009231699630618095,
0.2957703173160553,
-0.1366540789604187,
0.012072167359292507,
0.15135768055915833,
-0.3454362154006958,
0.07566943764686584,
0.5210282206535339,
0.04608694836497307,
-0.37767893075942993,
-0.5775658488273621,
-0.09996234625577927,
0.0431203693151474,
1.1692755222320557,
-0.46433883905410767,
-0.025147393345832825,
0.39237555861473083,
0.22380459308624268,
0.6159217357635498,
0.048833418637514114,
0.7055572271347046,
-0.5916768908500671,
-0.04736149683594704,
-0.3869279623031616,
0.3401929438114166,
0.027141449972987175,
-0.5687834620475769,
0.9820222854614258,
0.4224609136581421,
-0.45175430178642273,
-0.3577582538127899,
0.17560292780399323,
-1.3603448867797852,
0.591965913772583,
0.6711034178733826,
-0.010128023102879524,
-0.3295982778072357,
-0.10787089169025421,
-0.40134093165397644,
0.06483811885118484,
-0.7929791212081909,
0.17899686098098755,
0.5067586302757263,
0.15000927448272705,
-0.2226158231496811,
-0.228303000330925,
0.7069265246391296,
-0.43074437975883484,
-1.4117094278335571,
0.26478010416030884,
0.5023521184921265,
0.18618327379226685,
0.1549002230167389,
0.8082201480865479,
-0.13589714467525482,
0.5426514744758606,
0.10851441323757172,
0.4286077320575714,
-0.43026402592658997,
-0.7611914277076721,
-0.24410788714885712,
-0.03273533284664154,
-0.1323426365852356,
-0.3329251706600189
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
nuprl/MultiPL-T | nuprl | 2023-09-13T12:57:50Z | 381 | 1 | null | [
"license:bigcode-openrail-m",
"arxiv:2308.09895",
"region:us"
] | 2023-09-13T12:57:50Z | 2023-08-17T14:17:33.000Z | 2023-08-17T14:17:33 | ---
license: bigcode-openrail-m
dataset_info:
features:
- name: content
dtype: string
splits:
- name: racket
num_bytes: 14482516
num_examples: 40510
- name: ocaml
num_bytes: 19240207
num_examples: 43401
- name: lua
num_bytes: 25917278
num_examples: 48194
download_size: 7491686
dataset_size: 59640001
---
# MultiPL-T fine-tuning sets
This dataset contains the MultiPL-T fine-tuning sets described in the paper "Knowledge Transfer from High-Resource to Low-Resource
Programming Languages for Code LLMs": [Arxiv](https://arxiv.org/abs/2308.09895).
## MultiPL-T tuned models
StarCoderBase-1b: https://huggingface.co/nuprl/MultiPLCoder-1b
StarCoderBase-15b: https://huggingface.co/nuprl/MultiPLCoder-15b
| [
-0.6005406379699707,
-0.37513405084609985,
0.21680040657520294,
0.3196745812892914,
0.0058204433880746365,
0.22131489217281342,
-0.36851316690444946,
-0.24117940664291382,
-0.11011780053377151,
0.6867412328720093,
-0.864806592464447,
-0.3906409740447998,
-0.6779868006706238,
-0.009721251204609871,
-0.41771379113197327,
1.128685474395752,
0.09862197935581207,
0.20393884181976318,
0.0990457832813263,
-0.22322538495063782,
-0.11858976632356644,
-0.3453333079814911,
-0.5409235954284668,
-0.21410253643989563,
0.5839875936508179,
0.879660964012146,
0.7531278133392334,
0.8594172596931458,
0.9776566624641418,
0.19926515221595764,
-0.06603623926639557,
0.2940501272678375,
-0.7205246686935425,
-0.3444664478302002,
-0.2745415270328522,
-0.24040396511554718,
-0.5871842503547668,
-0.12877719104290009,
0.5480664372444153,
0.5759196877479553,
0.08138298243284225,
0.7941166162490845,
0.13655096292495728,
0.657875657081604,
-0.5445812940597534,
0.3522498905658722,
-0.34356531500816345,
-0.026344645768404007,
-0.16581912338733673,
-0.23319269716739655,
-0.1847871094942093,
-0.5859601497650146,
-0.4315390884876251,
-0.4505482316017151,
0.32380127906799316,
-0.07087993621826172,
0.9440739750862122,
0.6078694462776184,
-0.49319711327552795,
-0.33273595571517944,
-0.5731552243232727,
0.8626614809036255,
-0.4893926680088043,
0.3363649845123291,
0.4405541718006134,
0.305472195148468,
0.1274128407239914,
-0.6585192084312439,
-0.4183487296104431,
0.07420520484447479,
-0.007968604564666748,
-0.18023785948753357,
0.13827171921730042,
0.1246117427945137,
0.6499882936477661,
0.6799129843711853,
-0.4051416516304016,
0.2083653062582016,
-0.854464590549469,
-0.1433945894241333,
0.5680009126663208,
0.2395697981119156,
-0.3182196319103241,
0.03562280535697937,
-0.0834905356168747,
-0.21143518388271332,
-0.8233935236930847,
-0.02529744617640972,
-0.21006247401237488,
0.33288705348968506,
-0.47203725576400757,
0.7373145818710327,
-0.3259704113006592,
0.9704972505569458,
-0.14516516029834747,
-0.31978315114974976,
0.42774948477745056,
-0.896152138710022,
-0.277351051568985,
-0.5739721655845642,
0.3192344605922699,
0.3260432481765747,
0.5793575048446655,
0.03986568748950958,
-0.437600314617157,
0.17093071341514587,
-0.08144574612379074,
-1.0719550848007202,
-0.5207242369651794,
-0.14053013920783997,
-0.7705984711647034,
-0.48738187551498413,
0.07455276697874069,
-0.7669620513916016,
-0.24307256937026978,
-0.5549044609069824,
0.16378414630889893,
-0.18062584102153778,
-0.1528705358505249,
0.30009424686431885,
-0.22980426251888275,
0.12712650001049042,
-0.04661931097507477,
-0.8158926963806152,
0.27254974842071533,
0.5517063736915588,
0.5906875133514404,
0.24986951053142548,
-0.2646104097366333,
-0.5439215302467346,
0.022741906344890594,
-0.12047535181045532,
0.6347637176513672,
-0.5264334082603455,
-0.26934564113616943,
0.07850604504346848,
0.12224974483251572,
0.07523204386234283,
-0.4858614504337311,
0.7906930446624756,
-0.3868555426597595,
-0.14072364568710327,
-0.47091326117515564,
-0.640118420124054,
-0.04420160874724388,
0.08976224064826965,
-0.6246429681777954,
0.956760048866272,
0.2516120970249176,
-0.15464353561401367,
0.5789821743965149,
-1.0887832641601562,
-0.2851816713809967,
-0.2246357649564743,
-0.04901179298758507,
-0.5348499417304993,
0.2561766505241394,
0.21064746379852295,
0.45155417919158936,
-0.46168795228004456,
-0.0217629075050354,
-0.6326188445091248,
-0.25799015164375305,
0.2236490249633789,
-0.0781012699007988,
0.8131949305534363,
0.8229788541793823,
0.05024135112762451,
0.39629101753234863,
-0.8856664299964905,
0.4378209412097931,
0.09133749455213547,
-0.4595337510108948,
0.003777683712542057,
-0.46027493476867676,
0.1593341827392578,
0.6234418153762817,
0.48619765043258667,
-0.4261942207813263,
0.608668863773346,
0.27167242765426636,
0.46184834837913513,
0.39492711424827576,
0.05911451205611229,
0.2700049579143524,
-0.6552033424377441,
0.5027656555175781,
0.14940834045410156,
0.4233351945877075,
0.15022660791873932,
-0.14254499971866608,
-0.9831825494766235,
-0.10832911729812622,
0.26415926218032837,
0.586557149887085,
-0.7736914157867432,
0.4938484728336334,
-0.2888161540031433,
-0.6168777942657471,
-0.7788851261138916,
0.21236184239387512,
0.6981890797615051,
0.09186002612113953,
0.45522040128707886,
0.2638820707798004,
-0.5445034503936768,
-1.1688774824142456,
-0.1809535026550293,
0.40358519554138184,
-0.04811355844140053,
0.36704501509666443,
0.4820552170276642,
-0.17182910442352295,
0.2712055742740631,
-0.6827762722969055,
-0.24729835987091064,
-0.1222132220864296,
-0.057695917785167694,
0.34751173853874207,
0.7239524126052856,
0.6636509895324707,
-0.6609579920768738,
-0.4088766872882843,
-0.18293841183185577,
-0.6186729669570923,
-0.24458296597003937,
0.10226771235466003,
0.08101465553045273,
-0.09488630294799805,
0.5653048157691956,
-0.2462490051984787,
0.193961501121521,
0.7966741919517517,
-0.6708633899688721,
0.4765833616256714,
-0.16564801335334778,
0.39783668518066406,
-1.2042208909988403,
0.21423381567001343,
0.0000868492279550992,
-0.25207602977752686,
-0.2836957275867462,
0.1832616627216339,
0.3607547879219055,
-0.055740926414728165,
-0.39201316237449646,
0.46325206756591797,
-0.5404781103134155,
-0.3922521770000458,
-0.229071706533432,
-0.26571252942085266,
-0.01769237034022808,
0.43537431955337524,
-0.2525752782821655,
1.2181801795959473,
0.7053915858268738,
-0.748831570148468,
0.31147074699401855,
0.6045670509338379,
-0.38352611660957336,
0.37793251872062683,
-0.5455126762390137,
0.06654410064220428,
0.2562594711780548,
-0.31695011258125305,
-0.32678502798080444,
-0.09402160346508026,
0.047137413173913956,
-0.27107203006744385,
0.06303143501281738,
-0.29123562574386597,
-0.8321990966796875,
-0.39315569400787354,
-0.13585004210472107,
0.5131523013114929,
0.3942793607711792,
-0.4865420162677765,
-0.1938023865222931,
0.4271824359893799,
-0.03259241208434105,
-0.5539273619651794,
-0.7570513486862183,
-0.08665992319583893,
-0.16168050467967987,
-0.3454184830188751,
0.20320221781730652,
-0.43009600043296814,
-0.11940782517194748,
0.06917068362236023,
0.17533323168754578,
-0.3601055145263672,
-0.042057640850543976,
0.1773831993341446,
0.060574740171432495,
-0.4658980071544647,
0.2956031262874603,
-0.04528314992785454,
0.019775070250034332,
-0.10556171089410782,
-0.1750718653202057,
0.45900654792785645,
-0.4094220697879791,
-0.21618138253688812,
-0.1687162071466446,
0.007228734903037548,
0.6152758598327637,
-0.30457597970962524,
0.7538174390792847,
0.8325681090354919,
-0.3067551255226135,
-0.2747066020965576,
-0.515035092830658,
-0.34867995977401733,
-0.47889193892478943,
0.46524032950401306,
-0.7525653839111328,
-1.2123054265975952,
0.7413029670715332,
-0.3487376868724823,
-0.1444309949874878,
0.5335778594017029,
0.5185704827308655,
0.2263166606426239,
0.8152281641960144,
0.9140189290046692,
-0.2953275144100189,
0.6755850315093994,
-0.39491021633148193,
-0.15633754432201385,
-0.7696298956871033,
-0.03738810494542122,
-0.8760032653808594,
-0.3607636094093323,
-0.8481683731079102,
-0.28577175736427307,
0.189797043800354,
0.45524996519088745,
-0.7092076539993286,
0.43315595388412476,
-0.561869204044342,
1.0232198238372803,
0.5638880729675293,
0.11297189444303513,
0.29807573556900024,
0.010570215061306953,
0.11407650262117386,
0.0874742642045021,
-0.8557704091072083,
-0.19473357498645782,
1.2829046249389648,
0.23434944450855255,
0.8265846967697144,
0.2207064926624298,
0.540804386138916,
0.36536312103271484,
0.1133272647857666,
-0.5125659704208374,
0.3500470519065857,
-0.8534632325172424,
-0.6356037259101868,
-0.1658088117837906,
-0.6598674654960632,
-0.7638940215110779,
-0.2291020154953003,
-0.25043249130249023,
-0.3930981159210205,
0.29915204644203186,
0.10501590371131897,
-0.38990718126296997,
0.3627641797065735,
-0.5583257079124451,
1.0303629636764526,
-0.23096252977848053,
-0.2346077710390091,
-0.5822114944458008,
-0.45868340134620667,
0.37197908759117126,
-0.021301815286278725,
0.049143869429826736,
-0.22557389736175537,
0.02547631785273552,
0.7802467346191406,
-0.0674426406621933,
0.5774834752082825,
-0.3858538866043091,
0.05835366249084473,
0.09890200197696686,
0.11062861979007721,
0.39599499106407166,
0.20467635989189148,
-0.3190208673477173,
0.2673186957836151,
0.04591504856944084,
-0.6304020881652832,
-0.04071397706866264,
0.8081814050674438,
-0.8601627945899963,
0.0473148338496685,
-0.10563473403453827,
-0.8552735447883606,
-0.035467397421598434,
0.6032529473304749,
0.2391015738248825,
0.4974082410335541,
-0.007861858233809471,
0.4038871228694916,
0.7282283902168274,
-0.11519945412874222,
0.4554811418056488,
0.49227479100227356,
-0.37002676725387573,
-0.2191702127456665,
0.6953274011611938,
0.016071636229753494,
0.344397634267807,
0.2160784751176834,
-0.0577877014875412,
-0.27162501215934753,
-0.5754607915878296,
-0.19372403621673584,
0.20858800411224365,
-0.676852285861969,
-0.6632243394851685,
-0.04266492277383804,
-0.5575464367866516,
-0.3502131998538971,
-0.07754752039909363,
-0.45122867822647095,
-0.5862940549850464,
-0.40494072437286377,
-0.06894602626562119,
0.6379180550575256,
0.958445131778717,
-0.37786975502967834,
0.39107486605644226,
-1.1378626823425293,
0.37745025753974915,
-0.05752694979310036,
0.825687825679779,
-0.48553746938705444,
-0.5505854487419128,
-0.7426549792289734,
0.12049600481987,
-0.3295958340167999,
-0.19826482236385345,
0.45976346731185913,
0.4740917980670929,
0.5430566072463989,
0.2036982923746109,
0.00828834343701601,
0.6713686585426331,
-0.04296797141432762,
0.5998827219009399,
-0.11733401566743851,
-0.8409595489501953,
0.5032930970191956,
-0.43180960416793823,
0.6074160933494568,
0.7387712597846985,
0.14773890376091003,
-0.43661823868751526,
-0.07377443462610245,
-0.6396957039833069,
-0.2907078266143799,
0.6391888856887817,
-0.10649082809686661,
-0.24976615607738495,
0.17652328312397003,
0.48601558804512024,
0.1877085119485855,
0.35226401686668396,
-0.726471483707428,
-0.4097672700881958,
-0.05357054993510246,
-0.16707582771778107,
-0.2564718723297119,
-0.49302464723587036,
-0.38834479451179504,
-0.20560680329799652,
0.5529859066009521,
-0.21165120601654053,
0.5193035006523132,
-0.16871580481529236,
-0.1995917409658432,
-0.37388864159584045,
0.17609097063541412,
1.0237582921981812,
0.9838467836380005,
-0.40151187777519226,
0.08853985369205475,
0.0232370737940073,
-0.18785835802555084,
-0.08554994314908981,
0.1591290533542633,
0.16367584466934204,
-0.5151624083518982,
0.40663808584213257,
1.0176620483398438,
0.06479628384113312,
-0.24972927570343018,
0.2680184543132782,
0.15629123151302338,
-0.2647187113761902,
-0.21882838010787964,
0.3308230936527252,
-0.017267372459173203,
0.42462942004203796,
0.07330826669931412,
0.43220075964927673,
0.14592556655406952,
-0.12037142366170883,
0.46599528193473816,
0.10418348014354706,
-0.3524944484233856,
-0.32813575863838196,
0.6023526191711426,
0.2548086643218994,
-0.165193572640419,
0.933984637260437,
-0.3954288065433502,
-0.3182767629623413,
0.6535748839378357,
0.46552348136901855,
0.6956506371498108,
0.0015830345219001174,
-0.1496260017156601,
0.5414018034934998,
0.35974666476249695,
-0.0643930658698082,
0.8897998929023743,
0.09788934886455536,
-0.9601104855537415,
-0.6491197943687439,
-0.6479994058609009,
-0.14005960524082184,
0.4379118084907532,
-0.836020290851593,
0.4791739881038666,
-0.4360867142677307,
-0.10719575732946396,
0.026846494525671005,
0.13987109065055847,
-1.1760358810424805,
-0.08791027963161469,
0.07531443238258362,
1.2509706020355225,
-0.8751053810119629,
1.399741291999817,
0.5698466300964355,
-0.571661114692688,
-0.536401093006134,
-0.3554721772670746,
-0.013988852500915527,
-0.9936370849609375,
0.7040448188781738,
-0.23472750186920166,
0.1740124672651291,
0.1668347865343094,
-0.5889005661010742,
-1.13103187084198,
1.1427507400512695,
0.39662468433380127,
-0.7988841533660889,
0.2731053829193115,
0.2511160373687744,
0.4175310730934143,
-0.42675724625587463,
-0.13839048147201538,
0.6020216345787048,
0.7063908576965332,
-0.13950255513191223,
-1.4127808809280396,
-0.16054686903953552,
-0.21251028776168823,
-0.18888041377067566,
0.33911338448524475,
-0.972971498966217,
1.0144551992416382,
-0.33065956830978394,
0.2257111668586731,
-0.0221298485994339,
0.32596835494041443,
0.12114672362804413,
0.02606095001101494,
0.17295372486114502,
0.6433175206184387,
0.5331507325172424,
-0.17552690207958221,
0.8215988278388977,
-0.814994752407074,
0.7246177792549133,
1.1510400772094727,
0.08147107809782028,
0.6033362150192261,
0.3546447157859802,
-0.25621721148490906,
0.06785435974597931,
0.6561598181724548,
-0.5170732140541077,
0.5740875005722046,
0.3267112970352173,
0.2172008752822876,
-0.1873553842306137,
-0.06361638754606247,
-0.5494115352630615,
0.28190791606903076,
0.6868767738342285,
-0.4060855209827423,
-0.124266117811203,
-0.13266733288764954,
-0.09139138460159302,
-0.179266095161438,
-0.631426215171814,
1.0482382774353027,
0.1849997490644455,
-0.5116046071052551,
0.8502488136291504,
-0.10043591260910034,
0.7583362460136414,
-0.47534358501434326,
-0.06674002856016159,
-0.33652758598327637,
0.5291163325309753,
-0.2359725683927536,
-1.151878833770752,
0.6504406929016113,
-0.2734045386314392,
-0.4746840000152588,
-0.3506024181842804,
0.7459361553192139,
-0.5883837938308716,
-0.7111197710037231,
0.3483522832393646,
0.7333474159240723,
0.0892757773399353,
0.24947503209114075,
-0.9687385559082031,
0.006996821612119675,
0.17012742161750793,
-0.18671472370624542,
0.2932862639427185,
0.5831828713417053,
0.02861187979578972,
0.7301754951477051,
0.5544066429138184,
0.3889089524745941,
0.22138004004955292,
0.1819789856672287,
0.8684598207473755,
-0.8072102665901184,
-0.315193235874176,
-0.5367143154144287,
0.34166276454925537,
-0.12485823780298233,
-0.710151195526123,
0.595302939414978,
0.8768638372421265,
0.982974112033844,
-0.5098403692245483,
0.7756125330924988,
-0.18502876162528992,
0.7184897065162659,
-0.49896666407585144,
0.7309396266937256,
-0.4552680253982544,
0.19294516742229462,
0.1237713024020195,
-0.9350365400314331,
-0.5798953771591187,
0.4464304447174072,
-0.1007140502333641,
0.040650174021720886,
0.5168585181236267,
1.0348173379898071,
-0.41035306453704834,
-0.32757455110549927,
0.3682805895805359,
0.3128896951675415,
0.26113975048065186,
0.5527338981628418,
0.2935699224472046,
-0.5099912285804749,
0.6051187515258789,
-0.4081806242465973,
-0.22527994215488434,
-0.2947942316532135,
-0.7978097200393677,
-0.7503069043159485,
-0.5598068237304688,
-0.2950058579444885,
-0.45791664719581604,
0.15019167959690094,
0.922881543636322,
0.8200769424438477,
-1.080445647239685,
-0.6061758995056152,
-0.04404230788350105,
-0.04225723072886467,
-0.34967294335365295,
-0.14374224841594696,
0.45444783568382263,
-0.47150835394859314,
-0.4447825253009796,
0.38640066981315613,
-0.12659847736358643,
-0.0835968628525734,
-0.13064678013324738,
-0.3228655755519867,
-0.15455321967601776,
-0.18419641256332397,
0.5102354288101196,
0.16516415774822235,
-0.39430326223373413,
-0.4136320650577545,
-0.05603082850575447,
-0.2308260053396225,
0.051236044615507126,
0.8126703500747681,
-0.3334067165851593,
-0.14993992447853088,
0.5275657773017883,
0.4266490340232849,
0.5283107757568359,
-0.24653136730194092,
0.40336519479751587,
-1.1413391828536987,
0.33290284872055054,
-0.02392839454114437,
0.4582867920398712,
0.022784767672419548,
-0.26571789383888245,
0.9509143829345703,
0.1502450704574585,
-0.9433140754699707,
-0.6470111608505249,
0.23817932605743408,
-1.0706713199615479,
-0.1085536926984787,
1.2567784786224365,
0.1454600691795349,
0.1021706685423851,
0.06933026015758514,
-0.02679079957306385,
0.420845091342926,
-0.46757686138153076,
0.8716902732849121,
0.6404685974121094,
-0.22068649530410767,
-0.5895774960517883,
-0.4733341932296753,
0.9732500910758972,
0.17561514675617218,
-0.959888219833374,
0.2122436761856079,
0.4812823534011841,
0.3433692455291748,
0.14124110341072083,
0.17540818452835083,
-0.1299469918012619,
0.2123931646347046,
0.005131859332323074,
0.420448899269104,
-0.5548247694969177,
-0.2930564880371094,
-0.34050536155700684,
0.08420906215906143,
0.3596430718898773,
-0.2523292899131775
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
bing_coronavirus_query_set | null | 2022-11-03T16:30:54Z | 380 | 0 | null | [
"task_categories:text-classification",
"task_ids:intent-classification",
"annotations_creators:found",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:100K<n<1M",
"source_datasets:original",
"language:en",
"license:other",
"region:us"
] | 2022-11-03T16:30:54Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- found
language_creators:
- found
language:
- en
license:
- other
multilinguality:
- monolingual
size_categories:
- 100K<n<1M
source_datasets:
- original
task_categories:
- text-classification
task_ids:
- intent-classification
paperswithcode_id: null
pretty_name: BingCoronavirusQuerySet
dataset_info:
features:
- name: id
dtype: int32
- name: Date
dtype: string
- name: Query
dtype: string
- name: IsImplicitIntent
dtype: string
- name: Country
dtype: string
- name: PopularityScore
dtype: int32
config_name: country_2020-09-01_2020-09-30
splits:
- name: train
num_bytes: 22052706
num_examples: 317856
download_size: 16351450
dataset_size: 22052706
---
# Dataset Card for BingCoronavirusQuerySet
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** None
- **Repository:** https://github.com/microsoft/BingCoronavirusQuerySet
- **Paper:** Nonewww
- **Leaderboard:** [More Information Needed]
- **Point of Contact:** [More Information Needed]
### Dataset Summary
Please note that you can specify the start and end date of the data. You can get start and end dates from here: https://github.com/microsoft/BingCoronavirusQuerySet/tree/master/data/2020
example:
```
load_dataset("bing_coronavirus_query_set", queries_by="state", start_date="2020-09-01", end_date="2020-09-30")
```
You can also load the data by country by using `queries_by="country"`.
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
[More Information Needed]
## Dataset Structure
### Data Instances
[More Information Needed]
### Data Fields
[More Information Needed]
### Data Splits
[More Information Needed]
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
[More Information Needed]
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
[More Information Needed]
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
[More Information Needed]
### Contributions
Thanks to [@abhishekkrthakur](https://github.com/abhishekkrthakur) for adding this dataset. | [
-0.138043612241745,
-0.395316481590271,
-0.03839028254151344,
0.3479059636592865,
-0.33559492230415344,
0.2506449520587921,
-0.10738060623407364,
-0.39525723457336426,
0.5030078291893005,
0.47548821568489075,
-0.6766238808631897,
-1.1492860317230225,
-0.6236908435821533,
-0.126469686627388,
-0.35877615213394165,
1.272751808166504,
0.24606703221797943,
-0.15139131247997284,
-0.28420490026474,
-0.041485413908958435,
-0.5452207922935486,
-0.5776594281196594,
-0.5138412714004517,
0.07543676346540451,
0.3136858344078064,
0.8285416960716248,
0.5858515501022339,
0.6132499575614929,
0.5436718463897705,
0.18142613768577576,
-0.015392761677503586,
0.35029497742652893,
-0.8191999793052673,
-0.07210181653499603,
-0.03608556464314461,
-0.3294070363044739,
-0.44182288646698,
0.24774260818958282,
0.23275339603424072,
0.36433929204940796,
-0.2372341752052307,
0.6313654780387878,
0.05571964755654335,
0.7021183967590332,
-0.5559431314468384,
0.4515046775341034,
-0.7524014115333557,
-0.10547753423452377,
-0.40266191959381104,
-0.3084642291069031,
-0.21638447046279907,
-0.4236644208431244,
-0.129426047205925,
-0.5351606607437134,
0.25378113985061646,
0.2076713740825653,
0.9071871638298035,
0.09709141403436661,
-0.39641350507736206,
-0.22465462982654572,
-0.2715384066104889,
0.6531643271446228,
-0.7323548197746277,
-0.19013053178787231,
0.7666124105453491,
0.3129997253417969,
-0.22284014523029327,
-0.9686504602432251,
-0.15627489984035492,
-0.08764813840389252,
-0.04432076960802078,
0.3053711950778961,
-0.2266882359981537,
-0.42005184292793274,
0.25864559412002563,
0.25366273522377014,
-0.7511578798294067,
-0.37280091643333435,
-0.9541938900947571,
-0.4207530617713928,
1.1443103551864624,
0.5270788073539734,
0.22100836038589478,
-0.2842652201652527,
-0.1629979908466339,
0.022319577634334564,
-0.3962566554546356,
0.16954566538333893,
0.21642428636550903,
0.4578458368778229,
-0.6348930597305298,
0.7144014239311218,
-0.12094279378652573,
0.5371813774108887,
-0.146510049700737,
-0.002761035691946745,
0.6324002146720886,
-0.5965203642845154,
-0.21955984830856323,
0.3178982734680176,
0.5195394158363342,
0.5769848823547363,
-0.032946839928627014,
0.07986963540315628,
0.19053229689598083,
-0.12625287473201752,
0.3033224046230316,
-0.9757290482521057,
-0.5330772995948792,
0.7430443167686462,
-0.9033510684967041,
-0.5322545766830444,
0.26430031657218933,
-0.9710479378700256,
-0.3630293607711792,
-0.22699613869190216,
0.05618239566683769,
-0.23418377339839935,
-0.10106899589300156,
-0.15858083963394165,
-0.36921921372413635,
0.24542799592018127,
0.15286508202552795,
-0.5024117231369019,
0.33316847681999207,
0.4383537769317627,
0.8503294587135315,
-0.429863840341568,
-0.24176883697509766,
-0.4891282916069031,
0.3106963336467743,
-0.13445593416690826,
0.4419538378715515,
-0.5407496690750122,
-0.7258729934692383,
0.23255150020122528,
0.49478766322135925,
0.011448292061686516,
-0.2991305887699127,
0.675507128238678,
-0.30716896057128906,
0.28407302498817444,
-0.48083361983299255,
-0.20401956140995026,
-0.118228480219841,
0.39314427971839905,
-0.6391078233718872,
1.2032442092895508,
-0.03592453896999359,
-1.2097294330596924,
0.31314170360565186,
-0.6822757720947266,
-0.7001160979270935,
0.20229001343250275,
-0.11090762168169022,
-0.48375457525253296,
-0.2512274980545044,
0.22220005095005035,
0.619617760181427,
-0.37524041533470154,
0.2115551084280014,
-0.3671119213104248,
-0.3080383539199829,
0.006490783300250769,
-0.19340386986732483,
1.4938483238220215,
0.37253713607788086,
-0.21975542604923248,
0.26541855931282043,
-1.2055821418762207,
-0.1279849410057068,
0.4825780987739563,
-0.1915166676044464,
-0.12355232983827591,
-0.08822838217020035,
0.618364691734314,
0.1095106303691864,
0.6599474549293518,
-0.4769544303417206,
0.39275142550468445,
-0.08704419434070587,
0.563634991645813,
0.49178099632263184,
0.3367483615875244,
-0.01404706109315157,
-0.4231978952884674,
0.6306299567222595,
0.2281326949596405,
0.6773375868797302,
0.21630866825580597,
-0.8269426226615906,
-0.4030020534992218,
-0.3457068204879761,
-0.11176983267068863,
0.9715256094932556,
-0.5013304948806763,
0.5254559516906738,
-0.2768785357475281,
-0.9037507772445679,
-0.39247947931289673,
-0.1657896339893341,
0.07455506175756454,
0.4182955026626587,
0.5842248201370239,
-0.13682958483695984,
-0.9045661687850952,
-0.7457179427146912,
0.23597724735736847,
-0.0014461178798228502,
0.38667619228363037,
0.6166654229164124,
0.9476551413536072,
-0.20993220806121826,
0.8019855618476868,
-1.015568733215332,
-0.2652936577796936,
-0.1932501196861267,
0.0148299066349864,
0.42339953780174255,
0.515863299369812,
0.4961369037628174,
-0.916487991809845,
-0.42525094747543335,
-0.18961355090141296,
-0.62493497133255,
0.06446713954210281,
0.10613686591386795,
-0.1636713594198227,
0.1515820026397705,
0.3100259006023407,
-0.26325008273124695,
0.8605680465698242,
0.6619824171066284,
-0.5056432485580444,
0.6829735040664673,
-0.23735328018665314,
0.36106565594673157,
-1.5961538553237915,
0.3385317325592041,
-0.2897907793521881,
0.11363416910171509,
-0.5336319208145142,
-0.35240134596824646,
-0.00020795826276298612,
-0.10394535958766937,
-0.4818044602870941,
0.43945762515068054,
-0.31280291080474854,
0.26534050703048706,
-0.03130349516868591,
0.11770889908075333,
-0.012568811886012554,
0.09561669081449509,
-0.3097178637981415,
0.8778815865516663,
0.8402507305145264,
-0.35627129673957825,
0.4387650787830353,
0.44258517026901245,
-0.25798463821411133,
0.38461121916770935,
-0.9894739389419556,
-0.097303107380867,
-0.23944245278835297,
0.25214800238609314,
-1.1810812950134277,
-0.3045966327190399,
0.4462895095348358,
-0.8182393312454224,
0.2210533618927002,
-0.2975776493549347,
-0.3638904094696045,
-0.4702474772930145,
-0.49042409658432007,
0.26099318265914917,
0.46255868673324585,
-0.3008938431739807,
0.292838990688324,
0.7546413540840149,
0.10863310098648071,
-0.690834105014801,
-0.9763212203979492,
0.23078106343746185,
-0.21671850979328156,
-0.8319309949874878,
0.7012766003608704,
-0.17785735428333282,
-0.06635668873786926,
0.07570967078208923,
0.2603212296962738,
-0.1991586983203888,
-0.05215210095047951,
0.41365090012550354,
0.5020197033882141,
0.12650874257087708,
-0.1143280565738678,
-0.23768514394760132,
0.21243789792060852,
-0.07819787412881851,
-0.22801005840301514,
0.4795948565006256,
0.021040774881839752,
-0.1207914873957634,
-0.12689486145973206,
0.415158212184906,
0.5138562321662903,
-0.5682995915412903,
0.9313005208969116,
1.0694479942321777,
-0.48760583996772766,
0.04673542454838753,
-0.42022478580474854,
-0.042692795395851135,
-0.381558358669281,
0.26801586151123047,
-0.10942510515451431,
-0.5685609579086304,
0.8903278112411499,
0.4362829029560089,
0.03884690999984741,
0.6907386183738708,
0.5639297366142273,
0.196222722530365,
0.8870320916175842,
0.40183109045028687,
-0.46491071581840515,
0.20631766319274902,
-0.567774772644043,
0.021093593910336494,
-0.8203560709953308,
-0.7141774892807007,
-0.8387990593910217,
-0.004010308068245649,
-0.9737675189971924,
-0.37941405177116394,
0.09319944679737091,
-0.17192620038986206,
-0.23328730463981628,
0.4672496020793915,
-0.8034688234329224,
-0.0477629192173481,
0.6547063589096069,
0.2716500461101532,
-0.17144885659217834,
-0.011915622279047966,
-0.16276967525482178,
0.15248620510101318,
-0.6927018761634827,
-0.37693771719932556,
1.1448689699172974,
0.12091826647520065,
0.5376120209693909,
0.1586146056652069,
0.8664774894714355,
0.6406410932540894,
-0.0384780615568161,
-0.3423662483692169,
0.4710111618041992,
-0.4494360685348511,
-0.7934814095497131,
-0.17606444656848907,
-0.10909893363714218,
-1.2718229293823242,
-0.228019580245018,
-0.18730373680591583,
-0.9015549421310425,
0.478811115026474,
0.21201813220977783,
-0.014388132840394974,
0.0505170114338398,
-0.6020675301551819,
0.8535981774330139,
-0.07715330272912979,
-0.5320168733596802,
-0.16820712387561798,
-1.0574486255645752,
0.28255027532577515,
0.3015148639678955,
0.4434097707271576,
-0.27495113015174866,
0.02864343859255314,
0.965033769607544,
-0.7057006359100342,
0.9999493360519409,
-0.42064911127090454,
0.4157845377922058,
0.5845857262611389,
-0.36710283160209656,
0.7634365558624268,
0.1570158451795578,
-0.07381771504878998,
0.2931669056415558,
0.28706520795822144,
-0.6306350827217102,
-0.1424126774072647,
0.7230988144874573,
-0.7549411654472351,
-0.2901797890663147,
-0.6134890913963318,
-0.4796578288078308,
0.04341346397995949,
0.18939167261123657,
0.2849002778530121,
0.5027550458908081,
-0.06973499804735184,
0.4556314945220947,
0.39490023255348206,
-0.2843882441520691,
0.16641691327095032,
0.22648081183433533,
-0.141793355345726,
-0.7983714938163757,
0.994878888130188,
0.3624834418296814,
-0.1395844668149948,
0.3190206289291382,
0.20049823820590973,
-0.33258622884750366,
-0.4837378263473511,
-0.05839250236749649,
0.10351692140102386,
-0.768280029296875,
-0.08986525982618332,
-0.46179160475730896,
-0.45379015803337097,
-0.7660942077636719,
-0.09797877073287964,
0.15740133821964264,
-0.3432304561138153,
-0.6416013836860657,
-0.09308472275733948,
0.716372549533844,
0.5437463521957397,
-0.24717716872692108,
-0.02272811159491539,
-0.7369713187217712,
0.1144421398639679,
-0.005261104088276625,
0.08842843770980835,
0.12548737227916718,
-0.5501165390014648,
-0.3872266411781311,
0.16580072045326233,
-0.2588883340358734,
-0.8485178351402283,
0.5246172547340393,
0.021153612062335014,
0.8307610154151917,
0.23046401143074036,
0.1859695017337799,
0.7662097811698914,
-0.2653793394565582,
1.4799052476882935,
0.015844428911805153,
-0.5822433829307556,
0.8266996145248413,
-0.4004695415496826,
0.31963735818862915,
0.6856497526168823,
0.566996157169342,
-0.47815075516700745,
0.048984818160533905,
-0.7350535988807678,
-1.1486024856567383,
0.5348466634750366,
0.3972301781177521,
-0.022978520020842552,
-0.271319717168808,
0.17542502284049988,
-0.2240956723690033,
0.2808662950992584,
-0.36391395330429077,
-0.9321101903915405,
-0.5433459877967834,
-0.2897990942001343,
-0.09124551713466644,
-0.34874096512794495,
-0.29877734184265137,
-0.5085284113883972,
0.9535412788391113,
0.20541897416114807,
0.16438251733779907,
0.30327075719833374,
-0.005063304677605629,
0.3564870357513428,
0.05088066682219505,
0.8479127287864685,
0.6949998140335083,
-0.5177299380302429,
0.04310249164700508,
0.05328131839632988,
-0.9910300970077515,
-0.15080443024635315,
0.2110331505537033,
-0.1303074210882187,
-0.25634822249412537,
0.4508589506149292,
0.6223605871200562,
-0.1589737832546234,
-0.49086493253707886,
0.6342735886573792,
0.052308227866888046,
-0.186704620718956,
-0.5783151984214783,
-0.09192293137311935,
0.05764549598097801,
0.1601029932498932,
0.5648024082183838,
-0.08772881329059601,
0.31363406777381897,
-0.5221431851387024,
0.38426199555397034,
0.28269317746162415,
-0.5432073473930359,
-0.08163417130708694,
0.7781962156295776,
0.07502623647451401,
-0.18483230471611023,
0.7332248091697693,
-0.14579519629478455,
-0.3854801654815674,
1.0456187725067139,
0.4907514154911041,
0.8630167245864868,
-0.06185030937194824,
0.2701360285282135,
0.5937361717224121,
0.5354474186897278,
0.2748298943042755,
0.8839278221130371,
0.09233157336711884,
-0.4979059398174286,
-0.0067026955075562,
-0.30425676703453064,
-0.030745867639780045,
0.2458144873380661,
-1.0224356651306152,
0.40885382890701294,
-0.2605189383029938,
-0.2851834297180176,
-0.05509382113814354,
0.298109769821167,
-0.8821855187416077,
0.36309003829956055,
-0.11515875160694122,
1.281345009803772,
-0.9701632857322693,
0.7274693846702576,
0.7107877731323242,
-0.859154462814331,
-0.6453227996826172,
-0.06016388162970543,
0.1662163883447647,
-1.032858967781067,
0.5104635953903198,
0.18389670550823212,
0.19350038468837738,
-0.14671087265014648,
-1.0091313123703003,
-0.9965881109237671,
1.5386451482772827,
-0.19590425491333008,
-0.286388099193573,
0.41047534346580505,
-0.09234711527824402,
0.46083787083625793,
-0.6129894256591797,
0.13590772449970245,
0.5471342206001282,
0.6239956617355347,
0.42134469747543335,
-0.41742974519729614,
0.3007868826389313,
-0.5384795069694519,
0.042330238968133926,
-0.16325096786022186,
-0.6884180307388306,
0.5689312219619751,
-0.31532391905784607,
0.04781390354037285,
-0.24897454679012299,
0.5906709432601929,
0.39650657773017883,
0.5033778548240662,
0.18645378947257996,
0.41109973192214966,
0.9629959464073181,
0.007966797798871994,
0.9549382328987122,
-0.5066865682601929,
0.28012415766716003,
1.3427001237869263,
-0.14578714966773987,
0.8693439960479736,
0.34646472334861755,
-0.5057114958763123,
0.37184110283851624,
0.8559708595275879,
-0.5532053112983704,
0.49937161803245544,
0.3632662892341614,
0.09986738115549088,
0.07108581811189651,
-0.4185628592967987,
-0.6395702362060547,
0.3456774950027466,
0.4985683858394623,
-0.5359547734260559,
0.11893105506896973,
-0.06272045522928238,
0.26758620142936707,
-0.27310529351234436,
-0.443064421415329,
0.5213401317596436,
-0.3155924081802368,
-0.3393668830394745,
0.43002450466156006,
-0.13850648701190948,
0.5029526352882385,
-0.5886562466621399,
-0.07585319876670837,
-0.08729824423789978,
-0.210645854473114,
-0.7014516592025757,
-1.0002646446228027,
0.5291293859481812,
-0.14450079202651978,
-0.6293502449989319,
0.37787699699401855,
0.7857615947723389,
-0.5451959371566772,
-0.7205289006233215,
0.09108826518058777,
-0.038876280188560486,
0.480289489030838,
0.15002571046352386,
-0.9337968230247498,
0.3782351613044739,
0.2526398003101349,
-0.07474024593830109,
0.05690203607082367,
0.044571541249752045,
-0.1067935973405838,
0.5100786685943604,
0.6930403709411621,
0.32719460129737854,
0.13232427835464478,
0.330135703086853,
0.7295767664909363,
-0.6244710683822632,
-0.2422609031200409,
-0.4873436987400055,
0.9267394542694092,
-0.6377266049385071,
-0.3473227322101593,
0.8951942324638367,
1.0353736877441406,
0.668979287147522,
-0.08316119015216827,
1.1397619247436523,
-0.584970235824585,
0.4614999294281006,
-0.2616115212440491,
0.927104115486145,
-0.7026990056037903,
-0.10600459575653076,
-0.0653570368885994,
-0.5027652978897095,
-0.3720017671585083,
0.38447511196136475,
-0.31576302647590637,
0.08227169513702393,
0.5173065066337585,
1.0187969207763672,
0.1814071238040924,
0.07307641953229904,
0.2206730842590332,
0.5719870924949646,
0.46487662196159363,
0.06508049368858337,
0.2043074071407318,
-0.5907965898513794,
0.7492330074310303,
-0.46591246128082275,
-0.3598179519176483,
-0.4144187867641449,
-1.0965336561203003,
-0.9834243059158325,
-1.0172767639160156,
-0.4161861538887024,
-0.6630187630653381,
0.2162020057439804,
1.1916942596435547,
0.8140923380851746,
-1.1600072383880615,
-0.2782917022705078,
0.16437141597270966,
-0.10080611705780029,
-0.18715205788612366,
-0.29853197932243347,
0.8538962602615356,
-0.05707735940814018,
-0.3538914620876312,
0.09804894775152206,
0.08793439716100693,
-0.09475327283143997,
-0.17601418495178223,
0.0263309758156538,
-0.48547160625457764,
0.06422115117311478,
0.761293888092041,
0.3172154128551483,
-0.6434934735298157,
-0.23819763958454132,
-0.037538617849349976,
-0.12999717891216278,
-0.10716214776039124,
0.3323086202144623,
-0.28494057059288025,
0.43654710054397583,
0.7218607068061829,
0.32542893290519714,
0.6967102885246277,
0.05732344463467598,
0.04543279856443405,
-0.5688891410827637,
0.06650513410568237,
-0.07237768918275833,
0.4315244257450104,
0.2623741924762726,
-0.7270585894584656,
0.4892949163913727,
0.2599327862262726,
-0.6758632063865662,
-0.6649523973464966,
-0.20881013572216034,
-1.4038091897964478,
-0.18062280118465424,
1.2862147092819214,
-0.0756651982665062,
-0.3277147710323334,
-0.39317938685417175,
-0.4302293658256531,
0.3213202953338623,
-0.6278520226478577,
0.6334962844848633,
0.7189227342605591,
-0.035839591175317764,
0.17693254351615906,
-0.4892584979534149,
0.4740067422389984,
-0.37035831809043884,
-1.1296095848083496,
-0.004107524175196886,
0.3264469802379608,
0.40782076120376587,
0.01790422759950161,
0.5368151068687439,
-0.26691901683807373,
0.11809828877449036,
0.06332513689994812,
0.2070133090019226,
-0.20649848878383636,
-0.37092646956443787,
-0.15516147017478943,
0.21272172033786774,
-0.18165062367916107,
-0.5769280791282654
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
emozilla/pg19 | emozilla | 2023-10-09T15:06:39Z | 380 | 3 | null | [
"region:us"
] | 2023-10-09T15:06:39Z | 2023-08-08T13:11:36.000Z | 2023-08-08T13:11:36 | ---
dataset_info:
features:
- name: short_book_title
dtype: string
- name: publication_date
dtype: int32
- name: url
dtype: string
- name: text
dtype: string
splits:
- name: train
num_bytes: 11453688452
num_examples: 28602
- name: validation
num_bytes: 17402295
num_examples: 50
- name: test
num_bytes: 40482852
num_examples: 100
download_size: 2257437892
dataset_size: 11511573599
---
# Dataset Card for "pg19"
Paraquet version of [pg19](https://huggingface.co/datasets/pg19)
Statistics (in # of characters): `total_len: 11425076324, average_len: 399450.2595622684` | [
-0.45051145553588867,
-0.4588175117969513,
0.3203321099281311,
0.4094163179397583,
-0.7745729088783264,
-0.18382692337036133,
-0.09669715911149979,
-0.2624345123767853,
1.0574829578399658,
0.43187418580055237,
-0.2866813838481903,
-0.749676525592804,
-0.7192792892456055,
0.11187964677810669,
-0.4843543469905853,
1.1079847812652588,
0.31587302684783936,
0.22116705775260925,
-0.28956496715545654,
-0.4950329065322876,
-0.11734531074762344,
-0.5988109111785889,
-0.9239704608917236,
0.036131080240011215,
0.5252578854560852,
0.47849828004837036,
1.0355623960494995,
0.6601213216781616,
0.64344722032547,
0.20864523947238922,
0.20286251604557037,
0.2748737931251526,
-0.7722159624099731,
-0.3310704231262207,
0.4428257346153259,
-0.5949413180351257,
-0.9403786659240723,
0.1713174283504486,
0.9327098727226257,
0.6133553385734558,
-0.09235376864671707,
0.1763395220041275,
-0.19491222500801086,
0.8414832353591919,
-0.15682320296764374,
0.3686736524105072,
0.11511948704719543,
0.17314325273036957,
-0.9864957332611084,
-0.3060486614704132,
-0.024938302114605904,
-0.4415578842163086,
-0.2823737561702728,
-1.0114279985427856,
0.02469128929078579,
0.3998695909976959,
0.5355914235115051,
-0.2558293342590332,
-0.22616806626319885,
0.034300580620765686,
-0.3030261695384979,
0.7687245607376099,
-0.5229043960571289,
0.44620776176452637,
1.1091117858886719,
0.5548257827758789,
-0.14302928745746613,
-0.42050838470458984,
-0.12473681569099426,
-0.034959420561790466,
-0.2454783022403717,
0.21710382401943207,
-0.46970653533935547,
-0.1624268889427185,
0.6667916178703308,
0.3809296190738678,
-0.826818585395813,
-0.28652921319007874,
-0.8369126915931702,
-0.16421300172805786,
1.3147200345993042,
0.36893385648727417,
0.4396181106567383,
-0.1980632096529007,
0.3225846588611603,
-0.03190547227859497,
-0.3419981002807617,
-0.03456050902605057,
0.8019251227378845,
0.13406693935394287,
-0.5994826555252075,
0.675505518913269,
-0.40187427401542664,
0.7730770111083984,
-0.23333829641342163,
0.09093121439218521,
0.4262741804122925,
-0.5684879422187805,
-0.4533305764198303,
-0.3283248543739319,
1.3749992847442627,
0.7441009283065796,
0.5525640249252319,
-0.364429235458374,
0.1322178989648819,
-0.24378517270088196,
-0.06962242722511292,
-0.4644737243652344,
-0.828142523765564,
0.18026548624038696,
-0.7485878467559814,
-0.09673091769218445,
0.5384013652801514,
-1.2734943628311157,
-0.45055222511291504,
-0.030592264607548714,
-0.044449206441640854,
-0.9156029224395752,
0.11458650231361389,
0.1991739273071289,
-0.550702691078186,
0.2855815589427948,
0.0032954460475593805,
-0.6625538468360901,
0.76638263463974,
0.5607675313949585,
1.0679798126220703,
0.12548397481441498,
-0.2045530527830124,
-0.2484438717365265,
-0.29041603207588196,
-0.6277951002120972,
0.6226193308830261,
-0.9395034909248352,
-0.873943030834198,
-0.2581195533275604,
0.21877452731132507,
-0.02890637144446373,
-0.08960595726966858,
0.7471188306808472,
0.04171178862452507,
0.10615603625774384,
-0.9219934940338135,
-0.444091796875,
0.2105630487203598,
-0.1420840620994568,
-0.6331747174263,
1.1041234731674194,
0.3342256546020508,
-0.9881792664527893,
0.6444870233535767,
-0.47407129406929016,
-0.06458576768636703,
0.23536783456802368,
-0.25446653366088867,
-0.5761421918869019,
0.3149627149105072,
0.11270526051521301,
0.1744714379310608,
-0.5415035486221313,
-0.09362431615591049,
-0.5368056893348694,
-0.8014468550682068,
0.14307662844657898,
-0.5041601061820984,
0.9749743342399597,
0.20065316557884216,
0.4710823595523834,
0.07862962782382965,
-0.8942994475364685,
-0.13671542704105377,
0.1685611456632614,
0.1257021725177765,
-0.20688258111476898,
-0.3163386881351471,
0.05037517100572586,
-0.1675364375114441,
0.5185340046882629,
-0.5467228293418884,
0.3432975113391876,
-0.09957730025053024,
0.10419108718633652,
0.21719595789909363,
0.4344120919704437,
0.4695344567298889,
-0.7387268543243408,
1.0506644248962402,
-0.18493634462356567,
0.6234287619590759,
0.4763180911540985,
-0.8705927133560181,
-0.3644355237483978,
-0.31413131952285767,
0.42665988206863403,
0.5341281294822693,
-0.7223029732704163,
0.7124128937721252,
-0.04196028411388397,
-1.1284420490264893,
-0.20333078503608704,
-0.10335511714220047,
0.22679193317890167,
0.18312875926494598,
0.4548603296279907,
-0.26484745740890503,
-0.354242205619812,
-0.9982389807701111,
-0.0031010329257696867,
-0.31425318121910095,
-0.04531233385205269,
0.5512198805809021,
0.42963629961013794,
0.04101770743727684,
0.6234601140022278,
-0.8725488781929016,
-0.05476371571421623,
0.23719149827957153,
-0.18150267004966736,
0.48657163977622986,
0.18467430770397186,
1.3113348484039307,
-0.22219958901405334,
-0.44075581431388855,
-0.5764080882072449,
-0.8766858577728271,
-0.1133514940738678,
0.0032848315313458443,
-0.728209376335144,
-0.5372960567474365,
0.031328991055488586,
-0.6443195939064026,
0.682583212852478,
-0.059855133295059204,
-0.6416276097297668,
0.6976590752601624,
-0.6452670693397522,
0.5203565955162048,
-0.6217678785324097,
-0.11074523627758026,
0.35226017236709595,
0.07327351719141006,
-0.37192243337631226,
-0.1609407663345337,
0.2184247374534607,
0.16415643692016602,
-0.21931235492229462,
0.28697219491004944,
-0.5190751552581787,
-0.21405211091041565,
-0.04585246369242668,
-0.18100605905056,
-0.02542676404118538,
0.18985889852046967,
-0.4165474474430084,
1.08047354221344,
1.01505708694458,
-0.4509384334087372,
1.0236083269119263,
0.8078306913375854,
-0.08657949417829514,
0.882321298122406,
-0.5437355637550354,
-0.39484846591949463,
-0.15092991292476654,
0.5293065905570984,
-0.7998377084732056,
-0.6749326586723328,
0.5608730316162109,
-0.3428572118282318,
-0.004256954416632652,
0.04947623610496521,
-0.5208932757377625,
-0.6903300285339355,
-0.9368005990982056,
0.6665704846382141,
0.9576033353805542,
-0.15176992118358612,
-0.1345720887184143,
0.5250890254974365,
-0.006132497917860746,
-0.2808900475502014,
-0.7956126928329468,
0.544310986995697,
-0.8513381481170654,
-0.4549601376056671,
0.35127854347229004,
-0.13378296792507172,
-0.21206416189670563,
-0.4241520166397095,
0.2712289094924927,
0.09030403196811676,
-0.4489861726760864,
0.009968863800168037,
-0.10826264321804047,
0.2527215778827667,
0.2659733295440674,
0.11989151686429977,
0.0107093071565032,
0.3049013316631317,
0.33600160479545593,
0.7804745435714722,
-0.06584081053733826,
0.07285913825035095,
-0.32319512963294983,
0.2070343792438507,
0.7059301137924194,
-0.13941827416419983,
0.6945648193359375,
0.2635784149169922,
-0.47323933243751526,
0.027312302961945534,
0.08796578645706177,
0.03629571944475174,
-0.46924257278442383,
-0.008910679258406162,
-0.5179687738418579,
-0.10396602004766464,
1.140137791633606,
0.6975718140602112,
-0.5387104749679565,
0.719083309173584,
-0.029972638934850693,
0.05975727364420891,
0.8781558275222778,
-0.1102076917886734,
-0.07938019931316376,
0.21641387045383453,
-0.29958614706993103,
-0.18867512047290802,
-0.7268823981285095,
-0.6435040235519409,
0.010370863601565361,
-0.4956977069377899,
-0.6178184747695923,
-0.4075264632701874,
0.015658890828490257,
0.5236197113990784,
-0.28875303268432617,
0.8416120409965515,
-0.536415696144104,
0.6594997644424438,
0.6417666673660278,
0.9438579082489014,
-0.32400694489479065,
-0.32639652490615845,
0.31248125433921814,
-0.3576887547969818,
-0.3943275511264801,
-0.08287092298269272,
1.3211477994918823,
0.2955780625343323,
0.8552935123443604,
0.2888566553592682,
0.9237049221992493,
0.6020055413246155,
-0.4681828022003174,
-0.5505064725875854,
0.8536200523376465,
-0.36632758378982544,
-0.10712747275829315,
-0.6650449633598328,
-0.718107283115387,
-0.7709199786186218,
-0.501743733882904,
-0.4146500825881958,
-0.6278875470161438,
0.18367958068847656,
0.014740414917469025,
-0.26251766085624695,
0.26254090666770935,
-0.2674136161804199,
0.6819344162940979,
-0.3842006325721741,
-0.11933070421218872,
0.3089136481285095,
-0.6285616159439087,
0.3383069932460785,
-0.1364702433347702,
-0.28931280970573425,
-0.18471983075141907,
-0.01238305401057005,
1.3292405605316162,
-0.9007555842399597,
0.29404416680336,
-0.4219827651977539,
0.23336149752140045,
0.345119833946228,
-0.36437371373176575,
0.3948809504508972,
0.6466432213783264,
-0.041847798973321915,
-0.09376166015863419,
0.13301080465316772,
-0.9241617321968079,
-0.2734813690185547,
0.8974905014038086,
-0.6239397525787354,
-0.008444949053227901,
-0.7308639287948608,
-0.5886685252189636,
-0.17911571264266968,
-0.20667283236980438,
0.7048608660697937,
0.888725996017456,
-0.5232787728309631,
0.5048083066940308,
0.6883005499839783,
-0.6138013005256653,
0.5395618677139282,
0.1218964159488678,
-0.48967596888542175,
-0.5069026947021484,
1.045128583908081,
0.6610202193260193,
-0.5131089687347412,
0.07903008162975311,
0.46380615234375,
-0.6648941040039062,
-0.615098774433136,
-0.30477428436279297,
0.5132049322128296,
-0.36665523052215576,
-0.052864644676446915,
-0.4937499463558197,
-0.24878446757793427,
-0.38345155119895935,
-0.18091534078121185,
0.14594252407550812,
-0.5514351725578308,
-0.6404907703399658,
-0.37474387884140015,
1.3784326314926147,
0.6172919273376465,
-0.10270339250564575,
0.7244527339935303,
-0.47461920976638794,
0.1306309700012207,
0.14344853162765503,
0.7559487223625183,
-0.35678422451019287,
-1.0281428098678589,
0.1224808394908905,
-0.11975935101509094,
0.21257537603378296,
-1.102638840675354,
0.4310140907764435,
0.5531083941459656,
0.5919039845466614,
0.5489027500152588,
0.12149353325366974,
0.6850622296333313,
-0.47099775075912476,
0.9319743514060974,
0.45521435141563416,
-0.4354116916656494,
0.12218326330184937,
-0.9414950609207153,
0.23589137196540833,
0.7582960724830627,
0.6116661429405212,
-0.39875462651252747,
-0.20906560122966766,
-1.1827642917633057,
-0.6848805546760559,
0.3811229169368744,
0.31992456316947937,
0.04201538860797882,
-0.3361462652683258,
0.3603176772594452,
0.04606982693076134,
-0.14793407917022705,
0.02716646157205105,
-0.7578579783439636,
-0.4892362952232361,
-0.6387673020362854,
-0.3834015429019928,
-0.1871962547302246,
-0.17608055472373962,
-0.7171313166618347,
0.419199675321579,
0.03008727915585041,
0.668891191482544,
-0.5710167288780212,
0.2965473532676697,
0.34083354473114014,
-0.17407916486263275,
0.837543249130249,
0.9631481170654297,
-0.6010676026344299,
-0.376937597990036,
0.41662052273750305,
-0.4351828098297119,
0.13536430895328522,
0.47988420724868774,
0.22532311081886292,
0.03572109341621399,
0.4841289222240448,
0.7182118892669678,
0.1057317927479744,
-0.377276211977005,
0.5202105045318604,
-0.03930281475186348,
-0.16246704757213593,
-0.4201255738735199,
0.15714925527572632,
0.1861128956079483,
-0.1048756018280983,
0.16880165040493011,
-0.26213571429252625,
0.5755796432495117,
-0.37673047184944153,
1.062131404876709,
0.28306978940963745,
-0.8500353693962097,
-0.28352901339530945,
0.6867176294326782,
0.07871195673942566,
-0.4753916561603546,
0.5533591508865356,
-0.02509765699505806,
0.137020081281662,
0.8319143056869507,
0.2092847377061844,
0.33958205580711365,
0.02481723017990589,
0.6248181462287903,
0.3690173029899597,
-0.10173710435628891,
-0.17498964071273804,
0.6989346146583557,
0.22421102225780487,
-0.20883432030677795,
0.1786704659461975,
-0.8894749283790588,
-0.14220724999904633,
0.15756168961524963,
-0.934424638748169,
0.3374049961566925,
-0.7181733846664429,
-0.13833434879779816,
0.03132755681872368,
0.19027911126613617,
-0.43716666102409363,
0.5000898241996765,
-0.19933611154556274,
1.348279356956482,
-1.3059214353561401,
0.9889106154441833,
0.3481447398662567,
-0.8346641063690186,
-0.41808831691741943,
-0.4999147653579712,
-0.12464702129364014,
-1.0320265293121338,
-0.03491942584514618,
-0.002479690359905362,
0.6789515018463135,
-0.477774053812027,
-0.5041474103927612,
-0.4202340543270111,
1.2372583150863647,
0.09101101756095886,
-0.7575543522834778,
0.15759801864624023,
0.24924881756305695,
0.676425039768219,
-0.17007966339588165,
0.646405816078186,
0.9057303667068481,
0.453787237405777,
-0.016551679000258446,
-0.4886516332626343,
-0.388845831155777,
-0.4289037883281708,
-0.18855805695056915,
0.517666757106781,
-1.3006986379623413,
0.5745320320129395,
0.5617843270301819,
0.4010255038738251,
0.1555132120847702,
0.6125661134719849,
0.686847448348999,
0.21640218794345856,
0.11652941256761551,
0.7363651990890503,
0.9927985668182373,
-0.34047579765319824,
0.9361444711685181,
-0.37671300768852234,
0.37581008672714233,
0.5624822378158569,
-0.07559668272733688,
0.05393393337726593,
0.023252928629517555,
-0.5641443729400635,
-0.19986717402935028,
0.9160668253898621,
-0.2143760621547699,
0.5970653295516968,
0.2850825786590576,
-0.2976197600364685,
-0.04914936423301697,
0.23461799323558807,
-0.4410686790943146,
0.5200015902519226,
0.3002453148365021,
-0.5407983660697937,
-0.3213205933570862,
0.09982387721538544,
0.3713509440422058,
0.3518006503582001,
-0.44122031331062317,
0.3915426731109619,
0.22971999645233154,
-0.12392351031303406,
-0.08357361704111099,
-0.08628681302070618,
0.6409799456596375,
-0.6175665259361267,
-0.1441502720117569,
-0.5767880082130432,
-0.16437938809394836,
-0.09124991297721863,
-1.3291499614715576,
0.3322262167930603,
-0.07240276783704758,
-0.11893733590841293,
0.13340704143047333,
0.712770938873291,
-0.4208677113056183,
-1.035463809967041,
0.22517353296279907,
0.0625515952706337,
0.5700967907905579,
0.13800965249538422,
-1.2120217084884644,
0.03561639040708542,
0.11719755828380585,
-0.1995157152414322,
0.4212953746318817,
0.3984711468219757,
-0.14668716490268707,
0.6913250684738159,
0.13451391458511353,
0.0523894838988781,
0.25213029980659485,
-0.18521693348884583,
0.47777265310287476,
-0.6829752326011658,
-0.5033749938011169,
-0.8920333981513977,
0.05016406252980232,
-0.6116846799850464,
-0.9642919301986694,
1.2446730136871338,
1.0906012058258057,
0.19030053913593292,
-0.10562925785779953,
0.623146116733551,
-0.20300447940826416,
0.38476327061653137,
-0.370149701833725,
0.878606915473938,
-0.24543017148971558,
-0.14766432344913483,
-0.1496748924255371,
-1.0728135108947754,
-0.2879379093647003,
0.625779390335083,
-0.5608081817626953,
0.011931046843528748,
0.08124720305204391,
0.48674705624580383,
-0.23206229507923126,
0.23047110438346863,
0.7105136513710022,
-0.34388062357902527,
0.34404894709587097,
0.5711610317230225,
-0.008007788099348545,
-0.7135757803916931,
0.2707107663154602,
-0.27341899275779724,
-0.6772997975349426,
-0.1904073804616928,
-0.5359452962875366,
-0.9557074904441833,
-0.3203532099723816,
-0.1821669340133667,
-0.29192087054252625,
0.1395002007484436,
0.7683698534965515,
0.5694242119789124,
-0.8094491362571716,
-0.30095577239990234,
-0.16886605322360992,
-0.8469283580780029,
-0.027164511382579803,
-0.19111840426921844,
0.8251149654388428,
0.1918695718050003,
-0.3751765787601471,
0.35469213128089905,
0.03364070877432823,
0.20090538263320923,
0.29495948553085327,
-0.48883360624313354,
-0.492157518863678,
0.34986814856529236,
0.12736906111240387,
0.4833652675151825,
-0.22465099394321442,
-0.6359626054763794,
-0.13859839737415314,
0.05796751379966736,
-0.004976093303412199,
0.13435131311416626,
-0.19187626242637634,
0.44708895683288574,
0.984753429889679,
0.19699934124946594,
0.5081382393836975,
0.6185072660446167,
0.4340931177139282,
-0.7855706214904785,
0.2757514417171478,
0.026505468413233757,
0.728787362575531,
0.09626353532075882,
-0.35729312896728516,
0.7872307896614075,
0.4632103145122528,
-0.8046151995658875,
-0.47541543841362,
0.15954707562923431,
-1.3747910261154175,
0.08413682878017426,
0.8021596670150757,
-0.003388261189684272,
-0.328262060880661,
0.26995018124580383,
-0.4064719080924988,
0.21024014055728912,
-0.6636986136436462,
0.1289081573486328,
0.8151537179946899,
-0.5263965725898743,
-0.5632249116897583,
-0.39525943994522095,
0.8321100473403931,
-0.09617562592029572,
-0.9264899492263794,
0.018299605697393417,
0.33009442687034607,
0.1473385989665985,
0.04296860098838806,
0.7343904376029968,
-0.3051782250404358,
0.18258002400398254,
0.4809039533138275,
-0.3563355803489685,
-0.028674520552158356,
-0.616179347038269,
-0.11055032163858414,
-0.24742962419986725,
-0.286596417427063,
-0.3701208531856537
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
maywell/ko_Ultrafeedback_binarized | maywell | 2023-11-09T03:25:29Z | 380 | 11 | null | [
"region:us"
] | 2023-11-09T03:25:29Z | 2023-11-04T18:41:52.000Z | 2023-11-04T18:41:52 | ---
dataset_info:
features:
- name: prompt
dtype: string
- name: chosen
dtype: string
- name: rejected
dtype: string
splits:
- name: train
num_bytes: 226278590
num_examples: 61966
download_size: 110040382
dataset_size: 226278590
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
---
# maywell/ko_Ultrafeedback_binarized
본 데이터는 Synatra-7B-Translation 모델을 통해 Ultrafeedback_binarized를 번역하고 정제한 데이터셋입니다.
해당 데이터를 직접적으로 상업적으로 사용하는 것은 허용되지 않으며, 데이터를 이용하여 훈련된 모델에 대한 상업적 사용은 허용됩니다.
아직 완벽히 정제되지는 않았으며, 오류나 수정사항에 대해서는 PR 부탁드립니다. | [
-0.312333345413208,
-0.4486789107322693,
0.4490634799003601,
0.5812881588935852,
-1.1182034015655518,
-0.1887880116701126,
0.2505623996257782,
-0.3345613181591034,
0.46505463123321533,
0.8361843228340149,
-0.623467743396759,
-0.9929352402687073,
-0.5463362336158752,
0.6575168967247009,
-0.10509161651134491,
0.8229354619979858,
-0.17490702867507935,
0.4980771839618683,
0.4838469624519348,
-0.0746099129319191,
-0.7195934057235718,
-0.43901607394218445,
-0.4846779704093933,
-0.4865305721759796,
0.0715922936797142,
0.3385888338088989,
0.3868728578090668,
0.12210846692323685,
0.5465669631958008,
0.30609363317489624,
-0.2958562970161438,
-0.7300642132759094,
-0.2759416401386261,
0.2374119609594345,
-0.2018619328737259,
-0.9679067134857178,
-0.36808598041534424,
-0.4102911949157715,
1.2565052509307861,
0.7752814888954163,
-0.04013333469629288,
0.03959112614393234,
0.1683458834886551,
0.5707852244377136,
-0.4095694422721863,
0.21800096333026886,
0.06776061654090881,
0.3334941864013672,
0.17489667236804962,
0.12273485213518143,
0.24049639701843262,
-0.8018346428871155,
-0.586201548576355,
-0.8196976780891418,
0.10942339897155762,
0.34829190373420715,
1.0470421314239502,
0.16515466570854187,
-0.5714824795722961,
0.24894431233406067,
-0.5694030523300171,
0.5714248418807983,
-1.0718683004379272,
0.5461063981056213,
0.38351136445999146,
0.44574904441833496,
-0.6169726252555847,
-0.4630473554134369,
-0.8680421113967896,
0.23436836898326874,
-0.4974534809589386,
-0.04116608202457428,
-0.1857043206691742,
0.12495103478431702,
0.4867652952671051,
0.12565432488918304,
-0.1772567629814148,
0.10908186435699463,
-0.23834723234176636,
-0.7299931645393372,
0.7694092988967896,
0.16546551883220673,
0.13112029433250427,
-0.7595383524894714,
-0.620827853679657,
-0.13993899524211884,
-0.33279675245285034,
0.2039891481399536,
0.3617158830165863,
0.10986604541540146,
-0.5633489489555359,
0.6972320675849915,
-0.7241657972335815,
0.03329164907336235,
0.01915987767279148,
-0.4702853858470917,
0.6224366426467896,
-0.3991392254829407,
-0.7396159768104553,
0.5840609073638916,
0.976452112197876,
0.6837579607963562,
-0.24430683255195618,
-0.15053285658359528,
-0.4571147561073303,
0.06412570178508759,
-0.24219776690006256,
-1.213638424873352,
0.09490979462862015,
0.771268367767334,
-1.0605497360229492,
-0.6661898493766785,
0.49902984499931335,
-1.2500566244125366,
-0.3654509484767914,
0.10940244048833847,
0.418582022190094,
-0.037520475685596466,
-0.8555812835693359,
0.19367989897727966,
-0.3396424353122711,
0.32056793570518494,
-0.036983050405979156,
-0.38348785042762756,
-0.0626944974064827,
0.21973927319049835,
0.5039471983909607,
0.2996390461921692,
-0.03208527714014053,
0.20163029432296753,
0.279108464717865,
-0.4175286591053009,
1.0264891386032104,
0.30873560905456543,
-1.0814601182937622,
-0.05581123009324074,
0.6890142560005188,
-0.28190428018569946,
-0.37712013721466064,
0.7509009838104248,
-0.23418188095092773,
-0.3523971736431122,
-0.45672327280044556,
0.10309232026338577,
-0.2852768898010254,
0.3748593330383301,
-0.5338544845581055,
0.6073646545410156,
0.19421230256557465,
-0.7952188849449158,
0.033222321420907974,
-0.4824424982070923,
-0.2146826833486557,
0.11857391148805618,
-0.11392643302679062,
-0.25436297059059143,
0.26149868965148926,
0.05825331434607506,
0.8752580285072327,
0.03673243150115013,
-0.05450305715203285,
-0.06790105998516083,
-0.4582139551639557,
0.6741213798522949,
-0.3329636752605438,
1.242908239364624,
0.5413503646850586,
-0.2741747498512268,
0.009700249880552292,
-1.5223621129989624,
-0.07015615701675415,
0.680290699005127,
-0.436236709356308,
-0.5025595426559448,
-0.6944220662117004,
0.287164568901062,
0.21065305173397064,
0.1359630972146988,
-1.0207394361495972,
0.3985137343406677,
-0.3857983648777008,
0.1879536360502243,
0.8698433041572571,
0.3163798153400421,
0.10053373128175735,
-0.4328351318836212,
0.8145351409912109,
-0.07393240928649902,
0.2969161868095398,
0.36057162284851074,
-0.06916270405054092,
-0.5682793855667114,
-0.46177423000335693,
0.18154875934123993,
0.8288072347640991,
-0.5141815543174744,
0.6962343454360962,
0.04981471225619316,
-0.4932807981967926,
-0.6914287209510803,
-0.061949584633111954,
0.7028984427452087,
0.37675562500953674,
0.24354465305805206,
-0.45109739899635315,
-0.6260116100311279,
-0.7112455368041992,
0.1309439241886139,
-0.060557104647159576,
-0.15912888944149017,
0.5240646004676819,
0.6577482223510742,
-1.0134613513946533,
0.37504658102989197,
-0.29554980993270874,
-0.4807359576225281,
-0.666286051273346,
-0.3115684688091278,
0.7326434254646301,
0.5653710961341858,
0.6519268155097961,
-0.8514235019683838,
-0.5884156227111816,
-0.06384838372468948,
-1.0404101610183716,
-0.7673807144165039,
-0.09934277087450027,
-0.5033949017524719,
0.14929381012916565,
0.3590681850910187,
-0.47656744718551636,
0.7926145792007446,
0.7491323947906494,
-1.1085692644119263,
1.043068766593933,
-0.06782429665327072,
0.8005251288414001,
-1.5873775482177734,
0.2832106053829193,
-0.4911746382713318,
-0.26919692754745483,
-0.14687031507492065,
-0.03141455352306366,
-0.1983456164598465,
0.20299197733402252,
-0.6509503126144409,
0.2973395586013794,
-0.697512149810791,
0.12345891445875168,
-0.4371523857116699,
0.0019356942502781749,
0.29512304067611694,
0.18453776836395264,
-0.30918124318122864,
0.4816915988922119,
0.3743637204170227,
-0.6621124744415283,
0.6377035975456238,
0.978246808052063,
-0.036753784865140915,
0.7776568531990051,
-0.8232567310333252,
-0.294574111700058,
-0.0962396115064621,
0.5707703828811646,
-1.6071134805679321,
-0.3443618714809418,
0.6090118885040283,
-0.418532133102417,
0.48685529828071594,
-0.39630845189094543,
-0.2869455814361572,
-0.45780548453330994,
-0.4498278498649597,
0.21767109632492065,
0.28670555353164673,
-0.33608487248420715,
0.6250718235969543,
-0.09052766114473343,
-0.19126082956790924,
-0.7160342931747437,
-0.8395771384239197,
-0.16028086841106415,
-0.15048101544380188,
-0.24703018367290497,
0.5394258499145508,
-0.05114048719406128,
-0.2908610999584198,
-0.026078391820192337,
-0.14546072483062744,
0.11050055176019669,
0.057864297181367874,
0.34323179721832275,
0.49507972598075867,
-0.30920839309692383,
-0.48045065999031067,
0.5518580675125122,
-0.8169873356819153,
0.14949044585227966,
-0.06675761938095093,
0.6454627513885498,
0.2004251927137375,
-0.1128888726234436,
-0.9886545538902283,
0.9165339469909668,
0.49392130970954895,
0.5363976359367371,
0.8551056981086731,
0.8070095181465149,
-0.1371167004108429,
0.11096364259719849,
-0.6819539666175842,
-0.2007308453321457,
-0.5106936693191528,
0.1433361917734146,
-0.6911646127700806,
-0.78568434715271,
1.0040940046310425,
-0.5287135243415833,
-0.5722522735595703,
1.1524925231933594,
0.505876898765564,
-0.35764259099960327,
0.8862735629081726,
1.1014833450317383,
0.07194449752569199,
0.370532363653183,
-0.41900601983070374,
0.16884499788284302,
-1.3206169605255127,
-0.8603449463844299,
-0.7085591554641724,
-0.5342541337013245,
-0.8546464443206787,
0.29791414737701416,
0.3350842595100403,
0.5829018950462341,
-0.18032483756542206,
0.8292174339294434,
-1.0108602046966553,
0.319437712430954,
0.37906336784362793,
0.33789771795272827,
0.2768571078777313,
-0.3974047303199768,
-0.6260066032409668,
0.41290387511253357,
-0.4637831747531891,
-0.3428790271282196,
1.1365669965744019,
0.24012665450572968,
0.911302924156189,
0.2566559612751007,
0.7653519511222839,
0.2095770686864853,
-0.11651082336902618,
-0.664685070514679,
0.7694569230079651,
0.4576401710510254,
-0.5702073574066162,
-0.2681354284286499,
-0.0921529158949852,
-1.57698392868042,
0.6200438737869263,
-0.6839439868927002,
-1.320569396018982,
0.5876977443695068,
-0.1324363797903061,
-0.4635849893093109,
0.31700071692466736,
-0.9096797108650208,
1.1291059255599976,
-0.2408932000398636,
-0.3707594871520996,
-0.11766742914915085,
-1.0121352672576904,
0.145310640335083,
0.05841825157403946,
0.3939379155635834,
-0.12782347202301025,
-0.2025572508573532,
1.0865546464920044,
-0.8695985674858093,
0.727450966835022,
-0.2085677534341812,
-0.0436381958425045,
0.14759176969528198,
0.08094463497400284,
0.5098556280136108,
0.22021983563899994,
0.3086826801300049,
0.7970120906829834,
0.6714228987693787,
-0.5234665870666504,
-0.08273710310459137,
0.8820320963859558,
-1.1028920412063599,
-0.6171072721481323,
-0.7354654669761658,
-0.11086545139551163,
0.34767991304397583,
0.6934097409248352,
0.49100375175476074,
0.14502954483032227,
0.20626084506511688,
0.022273153066635132,
0.47369787096977234,
-0.3284972608089447,
1.0089579820632935,
0.8020743131637573,
-0.049597736448049545,
-0.6912396550178528,
0.3168065845966339,
-0.11611159890890121,
-0.1751817762851715,
0.5463122725486755,
0.7332475185394287,
-0.8238025307655334,
-0.8671488761901855,
-0.06838690489530563,
0.7384283542633057,
-0.6106781959533691,
-0.3538779318332672,
-0.9493774771690369,
0.006209707818925381,
-1.0181506872177124,
-0.4668422043323517,
-0.2991897165775299,
-0.2185552716255188,
-0.021519366651773453,
-0.210119366645813,
0.20773638784885406,
1.0657198429107666,
-0.33792153000831604,
0.8090081810951233,
-1.1609278917312622,
0.2840152382850647,
-0.31613820791244507,
0.2833767533302307,
-0.21380774676799774,
-0.33452919125556946,
-0.13594432175159454,
-0.35407188534736633,
-0.4150592088699341,
-1.4809073209762573,
0.7950655817985535,
-0.830724835395813,
0.9417205452919006,
0.6767087578773499,
0.10648355633020401,
0.5162948966026306,
-0.009881838224828243,
0.9916634559631348,
0.6430802345275879,
-0.8376326560974121,
0.6516487002372742,
-0.40093666315078735,
0.10572388768196106,
0.7075099945068359,
0.6008099913597107,
-0.43620628118515015,
0.1432129591703415,
-0.6938090920448303,
-1.2224425077438354,
0.590697169303894,
0.16504289209842682,
-0.12891779839992523,
0.5874781012535095,
0.02287421002984047,
-0.006695760879665613,
0.9184240102767944,
-0.8641181588172913,
-0.6602518558502197,
-0.42811426520347595,
-0.054508522152900696,
0.0905272364616394,
-0.8047831058502197,
-0.12261846661567688,
-0.4687928259372711,
0.9527104496955872,
0.3494833707809448,
0.7738870978355408,
0.5883179306983948,
-0.05920518562197685,
-0.16810131072998047,
0.954472541809082,
0.7935366034507751,
0.33423611521720886,
-0.5163511037826538,
-0.19433625042438507,
-0.004437240771949291,
-1.0951154232025146,
0.3167220652103424,
0.6353176236152649,
-0.06180506572127342,
0.12792101502418518,
0.2664616107940674,
0.7815502882003784,
0.39384347200393677,
-0.3453735411167145,
0.7457696199417114,
0.06107615679502487,
-0.3772887885570526,
-0.5104328989982605,
-0.15464618802070618,
-0.43627986311912537,
0.8440306186676025,
0.5279362797737122,
-0.3645435571670532,
0.16932269930839539,
-0.3056162893772125,
0.11863193660974503,
0.19849227368831635,
-0.5196430087089539,
0.030933430418372154,
1.1026829481124878,
0.28814634680747986,
-0.39517441391944885,
0.5211549401283264,
-0.07898390293121338,
-0.9398630857467651,
0.6141358613967896,
1.1769150495529175,
1.1086609363555908,
-0.6710771918296814,
-0.17372572422027588,
0.6100413799285889,
0.10714550316333771,
0.11870719492435455,
0.5805593729019165,
-0.03450143337249756,
-0.8248265981674194,
-0.23559720814228058,
-0.720546305179596,
-0.04069394990801811,
0.2843640148639679,
-0.6689848303794861,
0.1124214231967926,
-0.6318846940994263,
-0.32925862073898315,
-0.32372450828552246,
0.26467299461364746,
-0.35533174872398376,
0.46025046706199646,
-0.10738151520490646,
0.8072006702423096,
-1.1519931554794312,
0.6679784059524536,
0.7735233902931213,
-0.7423380613327026,
-1.1367067098617554,
0.0017608791822567582,
0.061426207423210144,
-1.0667850971221924,
0.024915114045143127,
0.23086251318454742,
0.10090258717536926,
0.22741346061229706,
-0.3831389844417572,
-0.8139820694923401,
1.7088866233825684,
-0.07045760750770569,
-0.8162664175033569,
0.5125436186790466,
-0.07083278894424438,
0.3289962708950043,
-0.018273605033755302,
0.48165223002433777,
0.44064250588417053,
0.6226490139961243,
0.2872300148010254,
-1.1218633651733398,
0.3267818093299866,
-0.31424856185913086,
-0.07456033676862717,
0.2551308572292328,
-1.2454183101654053,
0.5991522669792175,
-0.32081133127212524,
0.19108831882476807,
-0.20051917433738708,
0.3407014310359955,
0.06614184379577637,
0.44262877106666565,
0.617592453956604,
0.44796302914619446,
0.3793999254703522,
0.0807458832859993,
1.3311727046966553,
0.07761342078447342,
0.287754625082016,
0.3099561035633087,
0.16704697906970978,
0.5335010290145874,
0.7368015646934509,
-0.6438829302787781,
0.8055163025856018,
0.5501725077629089,
-0.24322152137756348,
0.7710822224617004,
-0.21802030503749847,
-0.45317408442497253,
-0.0672953873872757,
-0.518846869468689,
-0.4843090772628784,
0.3462078869342804,
0.1940453052520752,
-0.40975627303123474,
-0.08558525145053864,
0.18839891254901886,
0.18848975002765656,
-0.03335488587617874,
-0.5402424335479736,
0.7121436595916748,
0.18638582527637482,
-0.1572534739971161,
0.7489544749259949,
0.09783771634101868,
0.809018611907959,
-1.0599535703659058,
0.10098329931497574,
-0.2608564794063568,
0.25467321276664734,
-0.509860098361969,
-0.7088231444358826,
0.3418618142604828,
-0.2246156483888626,
-0.28978461027145386,
-0.17344297468662262,
0.9616533517837524,
0.018872849643230438,
-0.5756535530090332,
0.5576753616333008,
0.012767930515110493,
0.49690791964530945,
-0.1947106420993805,
-0.9760714173316956,
0.33321040868759155,
0.2762034237384796,
-0.5287232995033264,
0.5261827707290649,
-0.1887507140636444,
-0.08308253437280655,
0.6953725218772888,
1.0636152029037476,
0.5159301161766052,
-0.11588594317436218,
0.29815933108329773,
0.9245736598968506,
-0.8727574944496155,
-1.1734061241149902,
-0.8734577298164368,
0.868371307849884,
-0.23013979196548462,
-0.2549305856227875,
0.7582229375839233,
0.7099913358688354,
0.7674844264984131,
-0.1965247094631195,
1.1122652292251587,
-0.2599591612815857,
0.5429908633232117,
-0.4648936986923218,
0.9394926428794861,
-0.5310887694358826,
0.13632185757160187,
-0.5127424597740173,
-0.8681602478027344,
-0.3734234869480133,
0.8528313040733337,
0.051954180002212524,
-0.13531000912189484,
1.3575632572174072,
0.801278829574585,
0.13175511360168457,
0.07521573454141617,
0.6186445355415344,
0.7496300339698792,
-0.03547509014606476,
0.7644900679588318,
0.2512398958206177,
-0.9822999238967896,
0.8001749515533447,
-0.6005327105522156,
-0.24690937995910645,
-0.4215182065963745,
-0.7930364608764648,
-1.2518770694732666,
-0.033305611461400986,
-0.35713326930999756,
-0.9895471930503845,
-0.20481708645820618,
0.9857001900672913,
-0.006226953584700823,
-1.1310666799545288,
0.006470926571637392,
0.08213075250387192,
0.6129210591316223,
-0.2622395157814026,
-0.27580952644348145,
0.5975832939147949,
0.5147636532783508,
-0.652395486831665,
0.0020349856931716204,
-0.07219867408275604,
0.7548472881317139,
-0.11758455634117126,
0.44638946652412415,
-0.34717461466789246,
-0.14192114770412445,
0.3361581563949585,
0.34522250294685364,
-0.5753005146980286,
0.009824482724070549,
-0.17968395352363586,
-0.43703562021255493,
-0.02153770439326763,
0.7284983992576599,
-0.29097825288772583,
0.09253539144992828,
0.641155481338501,
0.1376972645521164,
0.23939581215381622,
0.290260910987854,
0.31017181277275085,
-0.11310546100139618,
0.8625538349151611,
-0.0377795472741127,
0.6178421378135681,
0.04131251573562622,
-0.9036513566970825,
0.42571425437927246,
1.2483711242675781,
-0.5316324830055237,
-0.8680292367935181,
-0.18724100291728973,
-1.3918641805648804,
-0.6318934559822083,
1.7906922101974487,
0.15817122161388397,
-0.6601547002792358,
-0.4594975709915161,
-0.6277106404304504,
0.5079115033149719,
-0.49480774998664856,
0.3173793852329254,
0.4747280180454254,
0.16908405721187592,
0.008711520582437515,
-0.5664939284324646,
0.010192078538239002,
0.08158709853887558,
-0.34009072184562683,
-0.771010160446167,
0.4530377686023712,
0.5549758672714233,
-0.03268899768590927,
1.2076184749603271,
-0.1300889253616333,
-0.03905375674366951,
0.40859270095825195,
0.2692556381225586,
-0.3256460428237915,
0.1789010465145111,
-0.2144591510295868,
-0.08201054483652115,
-0.4122163653373718,
-1.0972564220428467
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
result-kand2-sdxl-wuerst-karlo/f719c86e | result-kand2-sdxl-wuerst-karlo | 2023-11-08T23:40:52Z | 380 | 0 | null | [
"region:us"
] | 2023-11-08T23:40:52Z | 2023-11-08T23:40:51.000Z | 2023-11-08T23:40:51 | ---
dataset_info:
features:
- name: result
dtype: string
- name: id
dtype: int64
splits:
- name: train
num_bytes: 224
num_examples: 10
download_size: 1403
dataset_size: 224
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
---
# Dataset Card for "f719c86e"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.6776092648506165,
-0.14316710829734802,
0.292518675327301,
0.24693286418914795,
-0.359499454498291,
-0.12796537578105927,
0.4023452699184418,
-0.23435531556606293,
0.8497974276542664,
0.514687180519104,
-0.7929784059524536,
-0.6528156399726868,
-0.6062766909599304,
-0.22798652946949005,
-0.2362099587917328,
0.9742281436920166,
0.08735499531030655,
0.07976020872592926,
-0.35837557911872864,
-0.04831070825457573,
-0.25604569911956787,
-0.5732402205467224,
-0.5645343661308289,
-0.3825027346611023,
0.9244672656059265,
0.6560060977935791,
0.5722916126251221,
0.6718963384628296,
0.8199411034584045,
0.28319159150123596,
-0.012559632770717144,
-0.3345167934894562,
-0.47127798199653625,
-0.32059624791145325,
-0.1005866751074791,
-0.4665721654891968,
-1.0765639543533325,
-0.03254031389951706,
0.5777075886726379,
0.6104703545570374,
-0.05866682901978493,
0.7107480764389038,
-0.1801653951406479,
0.8622047901153564,
-0.49525925517082214,
0.6777112483978271,
-0.24993924796581268,
-0.14526046812534332,
-0.6599114537239075,
0.09847111999988556,
0.056449275463819504,
-0.4330548346042633,
-0.23609721660614014,
-1.0816059112548828,
0.23824410140514374,
0.007512828800827265,
0.7377922534942627,
0.09159421175718307,
0.06837237626314163,
-0.19180655479431152,
-0.3014509975910187,
0.1490115225315094,
-0.2545168697834015,
0.47509557008743286,
0.72145676612854,
0.39859503507614136,
-0.05349734425544739,
-0.49503961205482483,
-0.1982508897781372,
0.03067326918244362,
0.1245180293917656,
-0.034848615527153015,
0.22130148112773895,
0.015877358615398407,
0.5970940589904785,
0.8266547322273254,
-0.470655620098114,
-0.3344937264919281,
-0.8311577439308167,
-0.5501521229743958,
0.9408049583435059,
0.08584723621606827,
0.18861231207847595,
-0.12202826142311096,
-0.24850718677043915,
-0.31955859065055847,
-0.4502187967300415,
-0.14450259506702423,
0.5122048258781433,
0.3443240225315094,
-1.0886504650115967,
0.464123010635376,
-0.10237059742212296,
0.38041946291923523,
0.2476123869419098,
0.593163013458252,
0.682246744632721,
-0.2612605690956116,
-0.3137424886226654,
0.1607038378715515,
0.2962033152580261,
0.3951900005340576,
0.09406525641679764,
0.0383572019636631,
-0.05775268375873566,
-0.029007144272327423,
0.13028892874717712,
-1.1089142560958862,
-0.6997830271720886,
0.22693708539009094,
-0.8143701553344727,
-0.2884844243526459,
0.6508207321166992,
-1.0677597522735596,
-0.5042034983634949,
-0.45545080304145813,
0.13482525944709778,
0.13636405766010284,
-0.7219042181968689,
-0.35395634174346924,
-0.5916673541069031,
0.4445095658302307,
0.27645784616470337,
-0.8451723456382751,
0.2206651270389557,
0.8735938668251038,
0.4646264314651489,
0.2842627167701721,
-0.05397975072264671,
-0.6081417202949524,
0.12558872997760773,
-0.24112184345722198,
0.7764167785644531,
-0.7312195897102356,
-0.5905154347419739,
0.14958322048187256,
0.654441773891449,
-0.038009706884622574,
-0.3955155313014984,
0.9145558476448059,
-0.37654542922973633,
-0.1910819411277771,
-0.7960144281387329,
-0.41266417503356934,
-0.09213016927242279,
0.2384490966796875,
-1.1584068536758423,
1.102292537689209,
0.39250269532203674,
-0.7137256264686584,
0.3183854818344116,
-1.0924513339996338,
-0.14544926583766937,
0.6351286172866821,
-0.1822165995836258,
-0.2798178791999817,
0.4175647497177124,
-0.14696431159973145,
0.4551070034503937,
-0.1735469549894333,
0.45446935296058655,
-0.8909963965415955,
-0.3585803508758545,
-0.1516721546649933,
-0.041949138045310974,
0.8495606780052185,
0.3793840706348419,
0.43503615260124207,
0.10026014596223831,
-0.9571714401245117,
-0.24651114642620087,
0.33252865076065063,
-0.09662549197673798,
-0.27993661165237427,
-0.6917115449905396,
0.453116774559021,
-0.11546164005994797,
0.5671057105064392,
-0.5325990915298462,
0.27642130851745605,
-0.004434112459421158,
-0.053474124521017075,
0.726358950138092,
0.08158846944570541,
0.4171311557292938,
-0.5879510641098022,
0.6711085438728333,
0.037614528089761734,
0.4978368878364563,
-0.025841543450951576,
-0.5400792956352234,
-0.5331011414527893,
0.12274307012557983,
0.6185688972473145,
0.7882299423217773,
-0.8186124563217163,
0.594641387462616,
0.23296962678432465,
-0.8427121639251709,
-0.21494075655937195,
0.027314135804772377,
0.2409117966890335,
0.2056199312210083,
0.3308963477611542,
-0.5934361815452576,
-0.6751560568809509,
-0.8412055373191833,
0.32051852345466614,
-0.05656060948967934,
0.07480182498693466,
0.4020236134529114,
0.7385619878768921,
-0.4030380845069885,
0.2566980719566345,
-0.7972500324249268,
-0.14970053732395172,
0.24003247916698456,
-0.38769978284835815,
0.22947493195533752,
0.8685946464538574,
1.0926405191421509,
-0.8029577136039734,
-0.0941639170050621,
-0.54328453540802,
-0.5779531598091125,
-0.0520930290222168,
0.3271790146827698,
-0.6903165578842163,
-0.07126462459564209,
0.29132238030433655,
-0.22656148672103882,
0.777118444442749,
0.8731018304824829,
-0.5618235468864441,
-0.05352029204368591,
0.07275359332561493,
0.4556819498538971,
-1.4069732427597046,
0.4250050187110901,
0.10219018161296844,
-0.06866224855184555,
-0.3660024404525757,
-0.0024005798622965813,
0.06958024203777313,
-0.24931196868419647,
-0.2575957775115967,
0.5410143136978149,
-0.4379950761795044,
0.05528237298130989,
0.009052414447069168,
-0.1942335069179535,
-0.1960734724998474,
0.20507365465164185,
0.04453998804092407,
0.4795316159725189,
0.9271931648254395,
-0.2354639321565628,
0.6672214865684509,
0.5976885557174683,
0.08207369595766068,
0.8317427635192871,
-0.5816875100135803,
0.1925143599510193,
-0.21106186509132385,
0.2861521244049072,
-0.6997454166412354,
-0.7282700538635254,
0.5711695551872253,
-0.266091912984848,
0.5323500037193298,
-0.6164343357086182,
-0.29229536652565,
-0.6912029385566711,
-0.44324734807014465,
0.8022961020469666,
0.3285177946090698,
-0.6778558492660522,
0.4749833345413208,
0.7078483700752258,
-0.1380583792924881,
-0.03255293890833855,
-0.9753382205963135,
-0.06416001170873642,
-0.28598377108573914,
-0.3951057195663452,
0.4714704751968384,
-0.5730105638504028,
0.09275637567043304,
-0.35823309421539307,
0.22197338938713074,
-0.3985143303871155,
-0.21877828240394592,
0.7237516045570374,
0.31954747438430786,
-0.3699873685836792,
0.2076883465051651,
0.056531306356191635,
-0.6748433113098145,
0.29930731654167175,
0.1419687718153,
0.3838803172111511,
-0.009560002014040947,
-0.024373993277549744,
-0.4735538065433502,
0.5773134827613831,
0.3156239986419678,
-0.13625460863113403,
0.4268999695777893,
0.927533745765686,
-0.9360285997390747,
0.049152400344610214,
-0.4975287914276123,
-0.23386988043785095,
-0.5076528787612915,
-0.10711612552404404,
-0.32771268486976624,
-0.710084080696106,
0.7644041776657104,
-0.01324547827243805,
-0.15689623355865479,
0.9660225510597229,
0.6383668184280396,
0.41113460063934326,
0.5353279113769531,
0.5091489553451538,
-0.26187771558761597,
0.6306627988815308,
-0.22526736557483673,
-0.3158259987831116,
-0.6434565186500549,
-0.4924182593822479,
-0.6658797264099121,
-0.2512871026992798,
-0.7944996953010559,
-0.5185641050338745,
-0.22172191739082336,
-0.030836381018161774,
-0.32155314087867737,
0.55722576379776,
-0.8299835324287415,
0.4508627951145172,
0.573935866355896,
0.29786738753318787,
-0.19762180745601654,
-0.19287227094173431,
0.2906758189201355,
0.32317936420440674,
-0.6432153582572937,
-0.2677900791168213,
1.102721929550171,
0.4649408161640167,
0.7787293195724487,
0.1078418716788292,
1.1125456094741821,
0.40494683384895325,
0.3768458068370819,
-0.19040338695049286,
0.39086973667144775,
-0.25390738248825073,
-0.7672107219696045,
0.16961224377155304,
-0.19260233640670776,
-0.7453489303588867,
-0.5402293801307678,
-0.3950479030609131,
-0.3618963062763214,
0.5972800850868225,
0.5966353416442871,
-0.08248450607061386,
0.12118025869131088,
-0.8547859191894531,
1.1337919235229492,
-0.04281706362962723,
-0.14905613660812378,
-0.10127724707126617,
-0.6811903715133667,
0.2980487048625946,
0.23591583967208862,
0.2209756076335907,
-0.36163657903671265,
0.15310615301132202,
1.1046806573867798,
-0.5233635902404785,
1.0064126253128052,
-0.888777494430542,
-0.07285025715827942,
0.3268451690673828,
-0.33864280581474304,
0.14558012783527374,
0.6584275364875793,
-0.28267809748649597,
0.11995688080787659,
0.4758579134941101,
-0.6436285376548767,
-0.0878138616681099,
1.0201795101165771,
-0.6181220412254333,
0.12123041599988937,
-0.5612332224845886,
-0.43167248368263245,
0.04334123060107231,
0.2795105278491974,
0.22630923986434937,
0.9383383989334106,
-0.4731307327747345,
0.1094171404838562,
0.6929945945739746,
0.3325483798980713,
0.41223403811454773,
0.02397860400378704,
-0.3181672990322113,
-0.5898231267929077,
1.040167212486267,
0.26874276995658875,
-0.36753398180007935,
0.407494455575943,
0.35030388832092285,
-0.2723095715045929,
-0.43403851985931396,
-0.6490259170532227,
0.21165405213832855,
-0.49976736307144165,
-0.59671950340271,
-0.14889930188655853,
-0.2938065528869629,
-0.5466668009757996,
-0.4452894926071167,
-0.2927759289741516,
-0.6695042252540588,
-0.7887064218521118,
-0.448663592338562,
1.1433417797088623,
0.6948360204696655,
-0.6669111847877502,
0.5046049356460571,
-0.9863337874412537,
0.5462214350700378,
0.014437375590205193,
0.9603434801101685,
-0.21300461888313293,
-0.4046570062637329,
-0.2376725971698761,
0.046192627400159836,
-0.08470123261213303,
-0.6361275911331177,
-0.3274824917316437,
0.17565226554870605,
0.7944879531860352,
0.2444591522216797,
0.08963701874017715,
0.5092949271202087,
0.0052040317095816135,
0.716797411441803,
0.13210171461105347,
-0.8062300682067871,
0.6253771185874939,
-0.407736599445343,
0.48652157187461853,
1.0797135829925537,
0.5177810192108154,
-0.10607820004224777,
0.16235756874084473,
-1.2071478366851807,
-0.6214346289634705,
0.4621342420578003,
-0.0717177540063858,
0.16673284769058228,
0.18900275230407715,
0.7146828174591064,
0.05361543968319893,
0.37212300300598145,
-0.3773134648799896,
-0.6380165815353394,
-0.22511881589889526,
-0.5213668346405029,
0.21499143540859222,
-0.45044848322868347,
-0.19456550478935242,
-0.4982679784297943,
0.7294430136680603,
-0.16424037516117096,
0.5545765161514282,
0.056994520127773285,
0.31484121084213257,
-0.1667202264070511,
-0.16651129722595215,
0.6059057712554932,
0.5150027275085449,
-0.5635990500450134,
-0.14710171520709991,
-0.08804458379745483,
-0.5851196050643921,
-0.5273725986480713,
0.9348952174186707,
0.06613292545080185,
-0.4212518036365509,
0.539978563785553,
0.7333372235298157,
-0.10594430565834045,
-0.061333268880844116,
0.3671548068523407,
-0.14737501740455627,
-0.43582454323768616,
-0.43517380952835083,
0.3200231194496155,
0.11692577600479126,
0.24329425394535065,
0.09407442808151245,
-0.12972599267959595,
0.3822934627532959,
-0.4640001058578491,
0.617027997970581,
0.074985571205616,
-0.8861232995986938,
-0.5688866376876831,
0.6419083476066589,
0.6462626457214355,
-0.5292656421661377,
0.6826856732368469,
-0.15648461878299713,
-0.3669840395450592,
0.8884036540985107,
0.20620164275169373,
0.7639172673225403,
-0.6217502951622009,
0.3428730368614197,
0.5898552536964417,
0.15594875812530518,
0.21532049775123596,
1.0598127841949463,
-0.2919338345527649,
-0.47279074788093567,
0.02754604071378708,
-0.45852306485176086,
-0.3952385485172272,
-0.26180753111839294,
-1.212896704673767,
0.23833759129047394,
-0.7766484022140503,
-0.15390163660049438,
0.14498062431812286,
0.19923406839370728,
-0.9191287755966187,
0.4230194687843323,
0.3833521902561188,
1.544595718383789,
-0.9901734590530396,
0.8192448019981384,
0.7590969800949097,
-0.39718908071517944,
-0.6311250925064087,
-0.41344574093818665,
0.17679078876972198,
-0.998075008392334,
-0.3899597227573395,
0.26554644107818604,
0.3888329863548279,
-0.25230908393859863,
-0.907768964767456,
-0.6385887861251831,
1.2214806079864502,
0.2142605185508728,
-0.8808460831642151,
0.44405150413513184,
-0.13769125938415527,
0.28483396768569946,
-0.5487847328186035,
0.16735567152500153,
0.5604028105735779,
0.9032304286956787,
0.4382224380970001,
-0.6979250311851501,
0.10389111936092377,
-0.517905592918396,
-0.26082053780555725,
0.6136606335639954,
-0.9289239645004272,
0.01830490678548813,
-0.01090963650494814,
0.3324626684188843,
0.17400595545768738,
0.6770180463790894,
0.10037276148796082,
0.7185179591178894,
0.4949556291103363,
0.6131325364112854,
0.9112406373023987,
-0.37418052554130554,
0.7874500155448914,
-0.09943412989377975,
0.4840610921382904,
0.9624003767967224,
-0.16347120702266693,
0.4212374985218048,
0.4931723475456238,
0.03596213459968567,
0.1342119425535202,
0.7628668546676636,
-0.5277650952339172,
0.3447931110858917,
0.17814546823501587,
-0.0875265896320343,
-0.3412407636642456,
-0.22593900561332703,
-0.8987017273902893,
0.20657403767108917,
0.5471113920211792,
-0.632518470287323,
-0.005847482476383448,
-0.07924255728721619,
0.2759871482849121,
-0.08849289268255234,
-0.5880332589149475,
0.8080056309700012,
0.053151123225688934,
-0.17537090182304382,
-0.04887443035840988,
-0.2827056348323822,
0.09216772764921188,
-0.6549304127693176,
-0.33532825112342834,
0.004191379528492689,
0.276081919670105,
-0.501937985420227,
-1.0838099718093872,
0.9177828431129456,
-0.3997282087802887,
-0.4949797987937927,
-0.01700986735522747,
0.676722526550293,
-0.4916723966598511,
-1.174577236175537,
0.33187589049339294,
-0.028636330738663673,
0.05772978812456131,
0.09819132089614868,
-1.3166085481643677,
0.7644408941268921,
0.05991605669260025,
-0.0581190325319767,
0.30234095454216003,
0.04487639665603638,
0.014214319176971912,
0.22186318039894104,
0.5362879037857056,
-0.3115336000919342,
-0.375731498003006,
0.11534024029970169,
1.0521571636199951,
-0.7663931250572205,
-0.42221999168395996,
-0.3381510078907013,
0.6782795786857605,
-0.33763521909713745,
-0.7506319284439087,
0.3569258451461792,
1.1287813186645508,
0.8114119172096252,
-0.14593270421028137,
0.6943395137786865,
-0.42253175377845764,
0.5822981595993042,
-0.4206277132034302,
0.5389664769172668,
-0.37198054790496826,
-0.38202226161956787,
-0.22336311638355255,
-0.7991417646408081,
-0.7223581671714783,
0.7012006044387817,
0.17709457874298096,
0.15610553324222565,
0.305691659450531,
1.0906726121902466,
-0.20370125770568848,
0.5112776756286621,
0.036391548812389374,
0.12212312966585159,
0.3251759707927704,
0.39769524335861206,
0.2543494999408722,
-0.7156145572662354,
-0.07092109322547913,
-0.46423712372779846,
-0.6497945785522461,
-0.03268777206540108,
-1.23037588596344,
-0.8875044584274292,
-0.7714427709579468,
-0.7304750084877014,
-0.5254100561141968,
0.020808743312954903,
0.9543267488479614,
1.0223093032836914,
-1.083107590675354,
-0.1598583161830902,
0.18285197019577026,
0.24569739401340485,
0.14003005623817444,
-0.12159200757741928,
0.646587610244751,
0.5281205773353577,
-0.5101734399795532,
0.027065875008702278,
-0.04589386656880379,
0.2768242359161377,
-0.026681171730160713,
0.04155268147587776,
-0.07983530312776566,
0.06658371537923813,
0.30009695887565613,
0.5299702286720276,
-0.18690082430839539,
-0.3961808979511261,
-0.6361638903617859,
0.2782328128814697,
0.12447886168956757,
1.0783206224441528,
-0.27350130677223206,
0.19199682772159576,
0.7733262181282043,
0.39491361379623413,
0.6009927988052368,
0.2490035742521286,
0.546718180179596,
-0.46698641777038574,
0.3669515550136566,
-0.18241219222545624,
0.4561988115310669,
0.16543829441070557,
-0.49734610319137573,
0.7192621231079102,
0.39434531331062317,
-0.7251495122909546,
-0.49299493432044983,
-0.08928149938583374,
-1.6817570924758911,
0.4389052093029022,
0.7948947548866272,
0.1875767856836319,
-0.501203715801239,
-0.03402914106845856,
-0.5774514079093933,
0.04688669741153717,
-1.0080089569091797,
0.17363199591636658,
0.5329056978225708,
0.16185317933559418,
-0.31089603900909424,
-0.27328333258628845,
0.5939182043075562,
-0.5162909626960754,
-1.159677505493164,
0.11090343445539474,
0.5080100297927856,
-0.05019039660692215,
0.16639374196529388,
0.568688154220581,
-0.16049183905124664,
0.2832181453704834,
0.19370871782302856,
0.10580287128686905,
-0.23842455446720123,
-0.5935519337654114,
-0.26177865266799927,
0.15046058595180511,
-0.06201951578259468,
-0.44538208842277527
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
winglian/no_robots_rlhf | winglian | 2023-11-26T13:03:42Z | 380 | 1 | null | [
"region:us"
] | 2023-11-26T13:03:42Z | 2023-11-26T12:41:54.000Z | 2023-11-26T12:41:54 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
eli5_category | null | 2022-11-18T20:00:33Z | 379 | 4 | null | [
"task_categories:text2text-generation",
"task_ids:abstractive-qa",
"task_ids:open-domain-abstractive-qa",
"annotations_creators:found",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:100K<n<1M",
"source_datasets:extended|eli5",
"language:en",
"license:unknown",
"region:us"
] | 2022-11-18T20:00:33Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- found
language_creators:
- found
language:
- en
license:
- unknown
multilinguality:
- monolingual
paperswithcode_id: null
pretty_name: ELI5-Category
size_categories:
- 100K<n<1M
source_datasets:
- extended|eli5
task_categories:
- text2text-generation
task_ids:
- abstractive-qa
- open-domain-abstractive-qa
dataset_info:
features:
- name: q_id
dtype: string
- name: title
dtype: string
- name: selftext
dtype: string
- name: category
dtype: string
- name: subreddit
dtype: string
- name: answers
struct:
- name: a_id
sequence: string
- name: text
sequence: string
- name: score
sequence: int32
- name: text_urls
sequence:
sequence: string
- name: title_urls
sequence: string
- name: selftext_urls
sequence: string
splits:
- name: train
num_bytes: 166409797
num_examples: 91772
- name: validation1
num_bytes: 13150585
num_examples: 5446
- name: validation2
num_bytes: 4737744
num_examples: 2375
- name: test
num_bytes: 10419098
num_examples: 5411
download_size: 72921829
dataset_size: 194717224
---
# Dataset Card for ELI5-Category
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [ELI5-Category homepage](https://celeritasml.netlify.app/posts/2021-12-01-eli5c/)
- **Repository:** [ELI5-Category repository](https://github.com/rexarski/ANLY580-final-project)
- **Point of Contact:** [Jingsong Gao](mailto:jg2109@georgetown.edu)
### Dataset Summary
The ELI5-Category dataset is a smaller but newer and categorized version of the original ELI5 dataset. It's an English-language dataset of questions and answers gathered from the [r/explainlikeimfive](https://www.reddit.com/r/explainlikeimfive/) subreddit where users ask factual questions requiring paragraph-length or longer answers. After 2017, a tagging system was introduced to this subreddit so that the questions can be categorized into different topics according to their tags. Since the training and validation set is built by questions in different topics, the dataset is expected to alleviate the train/validation overlapping issue in the original [ELI5 dataset](https://huggingface.co/datasets/eli5).
### Supported Tasks and Leaderboards
- `abstractive-qa`, `open-domain-abstractive-qa`: The dataset can be used to train a model for Open Domain Long Form Question Answering. An LFQA model is presented with a non-factoid and asked to retrieve relevant information from a knowledge source (such as [Wikipedia](https://www.wikipedia.org/)), then use it to generate a multi-sentence answer.
### Languages
The text in the dataset is in English, as spoken by Reddit users on the [r/explainlikeimfive](https://www.reddit.com/r/explainlikeimfive/) subreddit. The associated BCP-47 code is `en`.
## Dataset Structure
### Data Instances
The structure of this dataset is very similar to the original [ELI5 dataset](https://huggingface.co/datasets/eli5). A typical data point comprises a question, with a `title` containing the main question and a `selftext` which sometimes elaborates on it, and a list of answers from the forum sorted by scores they obtained. Additionally, the URLs in each of the text fields have been extracted to respective lists and replaced by generic tokens in the text.
In addition to the original ELI5 dataset, the data point also has a `category` field. There are 11 common values of `category` in this dataset: `Biology`,`Chemistry`,`Culture`,`Earth Science`,`Economics`,`Engineering`,`Mathematics`,`Other`,`Physics`,`Psychology`,`Technology`, and a special `category`: `Repost` indicates the same question has been asked before.
An example from the ELI5-Category set looks as follows:
```
{'q_id': '5lcm18',
'title': 'Why do old games running on new hardware still have technical issues ?',
'selftext': 'I am playing some mega man games on my Xbox One and experience slowdown when there are a lot of enemies on screen . but the Xbox One is significantly more powerful than the NES , so why is there still slowdown on this hardware ?',
'category': 'Engineering',
'subreddit': 'explainlikeimfive',
'answers': {'a_id': ['dbuo48e', 'dbusfve'],
'text': ["The XBox is emulating NES hardware and running the emulation at a set speed . If it ran it at as fast as possible , then it would be several times faster than the original NES game and would be unplayable . I ca n't speak for Mega Man exactly , but older games tended to run on a cycle locked to the screen refresh which was a fixed 60Hz or 50Hz . There was only one piece of hardware they ran on , so there was no need to adjust for different hardware speeds .",
"In that case , it 's probably on purpose - they want to emulate the experience as closely as possible , even including the slowdown and sprite flickering . Some emulators let you turn it off , but it 's usually turned on by default . In other cases , like if you 're trying to emulate PS2 games on your PC , the game might just run really slow in general . Even though your PC is way more powerful than a PS2 , it has to \" translate \" from PS2 language to PC language in realtime , which is much more difficult than running PS2 code on the PS2 itself ."],
'score': [13, 3],
'text_urls': [[],[]]},
'title_urls': {'url': []},
'selftext_urls': {'url': []}}
```
### Data Fields
- `q_id`: a string question identifier for each example, corresponding to its ID in the [Pushshift.io](https://files.pushshift.io/reddit/submissions/) Reddit submission dumps
- `subreddit`: always `explainlikeimfive`, indicating which subreddit the question came from
- `category`: tag of the question, the possible values are listed above.
- `title`: title of the question, with URLs extracted and replaced by `URL_n` tokens
- `title_urls`: list of the extracted URLs, the `n`th element of the list was replaced by `URL_n`
- `selftext`: either an empty string or an elaboration of the question
- `selftext_urls`: similar to `title_urls` but for `self_text`
- `answers`: a list of answers, each answer has:
- `a_id`: a string answer identifier for each answer, corresponding to its ID in the [Pushshift.io](https://files.pushshift.io/reddit/comments/) Reddit comments dumps.
- `text`: the answer text with the URLs normalized
- `score`: the number of upvotes - the number of downvotes the answer had received when the dumps were created
- `text_urls`: lists of the extracted URLs for every answer
### Data Splits
In order to avoid having duplicate questions across sets, three non-overlapping subsets of `category` are used in the training, validation and test set. Also, a special validation set contains all the questions in the `Repost` category. A valid retriever-generator model should have consistent performances on both validation sets.
The final split sizes are as follows:
| | Train | Valid | Valid2 |Test |
| ----- | ------ | ----- | ---- | ---- |
| `Biology` | 32769 | | | |
| `Chemistry` | 6633 | | | |
| `Culture` | | 5446 | | |
| `Earth Science` | 677 | | | |
| `Economics` | 5901 | | | |
| `Engineering` | | | | 5411 |
| `Mathematics` | 1912 | | | |
| `Other` | 19312 | | | |
| `Physics` | 10196 | | | |
| `Psychology` | 338 | | | |
| `Technology` | 14034 | | | |
| `Repost` | | | 2375 | |
| **Total** | 91772 | 5446 | 2375 | 5411 |
## Dataset Creation
### Curation Rationale
ELI5-Category was built to provide a testbed for machines to learn how to answer more complex questions, which requires them to find and combine the information in a coherent manner. The dataset was built by gathering questions that were asked by community members of three subreddits, including [r/explainlikeimfive](https://www.reddit.com/r/explainlikeimfive/), along with the answers that were provided by other users. The [rules of the subreddit](https://www.reddit.com/r/explainlikeimfive/wiki/detailed_rules) make this data particularly well suited to training a model for abstractive question answering: the questions need to seek an objective explanation about well-established facts, and the answers provided need to be understandable to a layperson without any particular knowledge domain.
### Source Data
#### Initial Data Collection and Normalization
The data was obtained by filtering submissions and comments from the subreddits of interest from the XML dumps of the [Reddit forum](https://www.reddit.com/) hosted on [Pushshift.io](https://files.pushshift.io/reddit/).
In order to further improve the quality of the selected examples, only questions with a score of at least 2 and at least one answer with a score of at least 2 were selected for the dataset. The dataset questions and answers span a period from January 2017 to June 2021.
#### Who are the source language producers?
The language producers are users of the [r/explainlikeimfive](https://www.reddit.com/r/explainlikeimfive/) subreddit between 2017 and 2021. No further demographic information was available from the data source.
### Annotations
The dataset contains the `category` as an additional annotation for the topics of questions.
#### Annotation process
The dataset is auto-annotated by the tags of posts in the [Reddit forum](https://www.reddit.com/).
#### Who are the annotators?
The annotators are users/administrators of the [r/explainlikeimfive](https://www.reddit.com/r/explainlikeimfive/) subreddit between 2017 and 2021. No further demographic information was available from the data source.
### Personal and Sensitive Information
The authors removed the speaker IDs from the [Pushshift.io](https://files.pushshift.io/reddit/) dumps but did not otherwise anonymize the data. Some questions and answers are about contemporary public figures or individuals who appeared in the news.
## Considerations for Using the Data
### Social Impact of Dataset
The dataset has a similar social impact to the original ELI5 dataset [Social Impact of Dataset](https://huggingface.co/datasets/eli5#social-impact-of-dataset).
### Discussion of Biases
The dataset has similar considerations of biases to the original ELI5 dataset [Discussion of Biases](https://huggingface.co/datasets/eli5#discussion-of-biases).
### Other Known Limitations
The dataset has similar limitations to the original ELI5 dataset [Other Known Limitations](https://huggingface.co/datasets/eli5#other-known-limitations).
## Additional Information
### Dataset Curators
The dataset was initially created by Jingsong Gao, Qinren Zhou, Rui Qiu, during a course project of `ANLY 580`: NLP for Data Analytics at Georgetown University.
### Licensing Information
The licensing status of the dataset hinges on the legal status of the [Pushshift.io](https://files.pushshift.io/reddit/) data which is unclear.
### Citation Information
```
@inproceedings{eli5-category,
author = {Jingsong Gao and
Qingren Zhou and
Rui Qiu},
title = {{ELI5-Category:} A categorized open-domain QA dataset},
year = {2021}
}
```
### Contributions
Thanks to [@jingshenSN2](https://github.com/jingshenSN2), [@QinrenZhou](https://github.com/QinrenZhou), [@rexarski](https://github.com/rexarski) for adding this dataset. | [
-0.7437475323677063,
-0.9078102111816406,
0.3481559157371521,
0.05264073982834816,
-0.3195106089115143,
-0.10641050338745117,
-0.024708889424800873,
-0.29198136925697327,
0.3768391013145447,
0.4452117681503296,
-0.9445115327835083,
-0.3751772940158844,
-0.33631518483161926,
0.3345906734466553,
-0.2229204773902893,
1.2020533084869385,
-0.09571796655654907,
-0.14555436372756958,
-0.4037213623523712,
-0.19676247239112854,
-0.4979780316352844,
-0.40079256892204285,
-0.5467548370361328,
-0.3360067307949066,
0.41234079003334045,
0.42029839754104614,
0.5274884700775146,
0.8061396479606628,
0.7828945517539978,
0.17900124192237854,
0.08666489273309708,
0.07378292828798294,
-0.524458646774292,
-0.0419597402215004,
-0.2893933951854706,
-0.4092172682285309,
-0.4381622076034546,
-0.019199546426534653,
0.4096154272556305,
0.35439935326576233,
-0.10308407992124557,
0.5278059840202332,
0.012344890274107456,
0.5819863677024841,
-0.46987825632095337,
0.16324034333229065,
-0.3393252491950989,
0.09585648775100708,
0.01895689032971859,
-0.28882017731666565,
-0.01770501397550106,
-0.38446933031082153,
-0.3121136724948883,
-0.7145125269889832,
0.25602787733078003,
0.06896722316741943,
0.8403964638710022,
0.2600562870502472,
-0.25679677724838257,
-0.3197299540042877,
-0.513364315032959,
0.8092914819717407,
-0.6112748384475708,
0.32034826278686523,
0.5005135536193848,
0.26243889331817627,
-0.1042000874876976,
-0.832608699798584,
-0.630096435546875,
0.21776869893074036,
-0.32061076164245605,
0.19135302305221558,
-0.22000354528427124,
-0.22310452163219452,
0.4584517180919647,
0.3427889943122864,
-0.7340418696403503,
-0.18732218444347382,
-0.661557674407959,
-0.11083809286355972,
0.8095219135284424,
0.2841950058937073,
0.3141935169696808,
-0.44773727655410767,
-0.44224968552589417,
-0.16227395832538605,
-0.7020130157470703,
0.15221770107746124,
0.22076646983623505,
0.2504141628742218,
-0.12269308418035507,
0.5590023994445801,
-0.23481349647045135,
0.5180067420005798,
0.24793078005313873,
-0.14068317413330078,
0.4408571422100067,
-0.6574674248695374,
-0.11405834555625916,
-0.19491922855377197,
0.8639928698539734,
0.7401922345161438,
0.19501672685146332,
0.039831843227148056,
-0.02133471891283989,
-0.12075024098157883,
0.06944143772125244,
-0.782707154750824,
-0.33311155438423157,
0.6950474381446838,
-0.6173269748687744,
-0.07568352669477463,
0.07257293909788132,
-0.891913652420044,
-0.09815672785043716,
-0.15494762361049652,
0.33337581157684326,
-0.38441139459609985,
-0.23649869859218597,
0.05709405615925789,
-0.20314471423625946,
0.4626571536064148,
0.16336624324321747,
-0.7803977727890015,
0.38861268758773804,
0.6331110596656799,
0.562477171421051,
-0.10516984015703201,
-0.3028685450553894,
-0.19233471155166626,
-0.00314768822863698,
-0.024427419528365135,
0.9242799282073975,
-0.3797365128993988,
-0.15121394395828247,
-0.24769367277622223,
0.5232576131820679,
0.06220216676592827,
-0.5579961538314819,
0.40834730863571167,
-0.5983278155326843,
0.4056393802165985,
-0.5182851552963257,
-0.6503835320472717,
-0.21890607476234436,
0.4476943612098694,
-0.7747484445571899,
1.1055147647857666,
-0.027686212211847305,
-0.9154744744300842,
0.37597978115081787,
-0.7169329524040222,
-0.31854504346847534,
0.007479231338948011,
0.08338028937578201,
-0.30429568886756897,
-0.20822958648204803,
0.15018630027770996,
0.4453139305114746,
-0.35043129324913025,
0.07314155250787735,
-0.17780472338199615,
-0.4688678979873657,
0.23277442157268524,
-0.12228986620903015,
0.9961568117141724,
0.30769190192222595,
-0.19827815890312195,
-0.2340015470981598,
-0.8140819668769836,
0.23921102285385132,
0.2037033587694168,
-0.3731004297733307,
-0.24893319606781006,
0.08594120293855667,
-0.13869339227676392,
0.2854135036468506,
0.376747727394104,
-0.4797987937927246,
0.33806610107421875,
-0.18555742502212524,
0.64775151014328,
0.42602720856666565,
0.33575180172920227,
0.17873266339302063,
-0.43015483021736145,
0.677488386631012,
0.19522956013679504,
0.23682166635990143,
-0.2043401598930359,
-0.5286224484443665,
-0.533093273639679,
-0.04724030941724777,
0.3699148893356323,
0.7764841914176941,
-0.5375927686691284,
0.5324209332466125,
-0.3246411681175232,
-0.500575840473175,
-0.7891496419906616,
0.11832111328840256,
0.3069996237754822,
0.32364460825920105,
0.6433295011520386,
-0.30992087721824646,
-0.6959677338600159,
-0.8715073466300964,
0.008194413967430592,
-0.15435080230236053,
-0.05521593242883682,
0.4176240563392639,
0.8758304119110107,
-0.05393099784851074,
0.7910900115966797,
-0.681438148021698,
-0.04191238805651665,
-0.271851122379303,
0.002386690815910697,
0.2724788784980774,
0.556145191192627,
0.391274094581604,
-0.8432323336601257,
-0.2620522975921631,
-0.32034507393836975,
-0.7186048626899719,
-0.142723947763443,
-0.014614139683544636,
-0.17719686031341553,
0.0015632051508873701,
0.4721398651599884,
-0.6628720164299011,
0.23956617712974548,
0.22978733479976654,
-0.33095699548721313,
0.4525226056575775,
0.03842432051897049,
0.46709638833999634,
-1.083066701889038,
0.24419048428535461,
-0.17954343557357788,
-0.01587493158876896,
-0.26160934567451477,
0.1972358226776123,
-0.03398401290178299,
0.07205171883106232,
-0.4851057231426239,
0.4598729908466339,
-0.30943965911865234,
0.008281986229121685,
0.0010022370843216777,
0.3295018970966339,
0.18593797087669373,
0.5601430535316467,
-0.17345531284809113,
0.6524190306663513,
0.31596672534942627,
-0.6632915735244751,
0.5985840559005737,
0.1969854235649109,
-0.16002772748470306,
0.5851871371269226,
-0.8819591999053955,
0.12839417159557343,
-0.4139895737171173,
0.2836989462375641,
-1.1038423776626587,
-0.3503870964050293,
0.354420930147171,
-0.559381365776062,
0.018729601055383682,
-0.13455386459827423,
-0.7621109485626221,
-0.5181834697723389,
-0.40295377373695374,
0.5011832118034363,
0.6525945663452148,
-0.2718128263950348,
0.20328426361083984,
0.4211035370826721,
0.2116721272468567,
-0.5405155420303345,
-0.8201972842216492,
-0.2764891982078552,
-0.21237877011299133,
-0.544529139995575,
0.26963865756988525,
-0.36807531118392944,
-0.15854911506175995,
0.25686007738113403,
0.17717373371124268,
-0.22530946135520935,
0.10203162580728531,
0.15354414284229279,
-0.07394707947969437,
-0.16561315953731537,
0.3462645709514618,
-0.013256690464913845,
-0.013814997859299183,
0.21133242547512054,
-0.001983540365472436,
0.6267716288566589,
-0.03344595059752464,
-0.21821384131908417,
-0.3743625283241272,
0.44902485609054565,
0.39623549580574036,
-0.1734716296195984,
0.591183066368103,
0.47725093364715576,
-0.28189122676849365,
-0.0673300176858902,
-0.3844704329967499,
-0.4152671992778778,
-0.41442710161209106,
0.30862581729888916,
-0.3481777608394623,
-0.7539007067680359,
0.68181312084198,
0.16222792863845825,
0.3189353942871094,
0.7992417216300964,
0.43295422196388245,
-0.27269160747528076,
0.9961124658584595,
0.2727212607860565,
0.13868816196918488,
0.10636582225561142,
-0.2639426589012146,
-0.05567588657140732,
-0.659795880317688,
-0.5212336182594299,
-0.5016005635261536,
-0.5474703907966614,
-0.8329980969429016,
-0.4984564185142517,
-0.00560338981449604,
0.06940013915300369,
-0.42378267645835876,
0.4439680576324463,
-0.6887428760528564,
0.5370109677314758,
0.5926843285560608,
0.11834584176540375,
0.21351543068885803,
0.0374755933880806,
0.17639568448066711,
-0.12735527753829956,
-0.8371446132659912,
-0.2915313243865967,
1.0632755756378174,
0.2611968517303467,
0.7406136989593506,
-0.005763595458120108,
0.6350351572036743,
0.34052321314811707,
0.15045486390590668,
-0.5495830178260803,
0.6557119488716125,
-0.22011443972587585,
-0.9626439809799194,
-0.08695579320192337,
-0.40006107091903687,
-1.0721038579940796,
0.016678256914019585,
-0.17303703725337982,
-0.4284977316856384,
0.10506410151720047,
0.22294241189956665,
-0.27978286147117615,
0.2506735026836395,
-0.5462547540664673,
0.908220112323761,
-0.15790200233459473,
-0.35489314794540405,
0.013094148598611355,
-0.8579943776130676,
0.2997407615184784,
0.11985735595226288,
0.23656046390533447,
0.026044294238090515,
0.019190713763237,
1.0110541582107544,
-0.3977065682411194,
0.7379236817359924,
-0.1268555372953415,
0.20129141211509705,
0.7567499876022339,
-0.08913742005825043,
0.19937069714069366,
-0.0941232219338417,
0.07820473611354828,
0.12186906486749649,
0.23789596557617188,
-0.4343608617782593,
-0.7403715252876282,
0.6598028540611267,
-0.8377684354782104,
-0.3234040141105652,
-0.33691567182540894,
-0.25404003262519836,
0.05619559809565544,
0.14153733849525452,
0.2810417413711548,
0.2804071009159088,
0.012541355565190315,
0.3866513967514038,
0.8430424332618713,
-0.2977501153945923,
0.07636532932519913,
0.3600025475025177,
-0.3342236578464508,
-0.49061349034309387,
0.6721878051757812,
0.3399554193019867,
0.1059204638004303,
0.5240468382835388,
0.031147250905632973,
-0.3378054201602936,
-0.10965948551893234,
-0.41046732664108276,
0.36042463779449463,
-0.6592263579368591,
-0.36261311173439026,
-0.654901385307312,
-0.2765841484069824,
-0.4628502130508423,
0.06166708096861839,
-0.12199471890926361,
-0.5696830153465271,
-0.36524876952171326,
-0.31052133440971375,
0.5880526900291443,
0.5842680335044861,
-0.12114932388067245,
0.1688692718744278,
-0.665516197681427,
0.348915159702301,
0.33806565403938293,
0.39766526222229004,
-0.016259517520666122,
-0.5686373710632324,
-0.11162220686674118,
0.23091956973075867,
-0.2924160361289978,
-0.8988124132156372,
0.13905104994773865,
0.014912670478224754,
0.5052316188812256,
0.14924684166908264,
-0.0022641851101070642,
0.8146628141403198,
-0.28426575660705566,
0.9617750644683838,
0.016242459416389465,
-0.4789063334465027,
0.7669652104377747,
-0.19243934750556946,
0.35762083530426025,
0.7656548619270325,
0.7043859958648682,
-0.47799912095069885,
-0.1395903378725052,
-0.8547017574310303,
-0.8824509382247925,
0.6158289909362793,
0.185738667845726,
0.12652117013931274,
-0.3060965836048126,
0.5722886919975281,
0.1274823695421219,
0.3440365493297577,
-0.824479877948761,
-0.6237775087356567,
-0.3002749979496002,
-0.2082710564136505,
0.0898650512099266,
-0.16674402356147766,
-0.14996390044689178,
-0.4148911237716675,
0.6624311804771423,
0.11403754353523254,
0.48219165205955505,
0.34820839762687683,
-0.020085832104086876,
-0.07241857051849365,
0.29679185152053833,
0.40879905223846436,
0.6164101958274841,
-0.2999429702758789,
0.25606170296669006,
0.08507540076971054,
-0.5068780183792114,
0.030205318704247475,
0.006912545766681433,
-0.2525428831577301,
-0.10397164523601532,
0.27349624037742615,
0.5157294869422913,
0.1294008195400238,
-0.7547560930252075,
0.36576375365257263,
-0.047467608004808426,
-0.30736303329467773,
-0.287311851978302,
0.1560097187757492,
0.045827873051166534,
0.15743087232112885,
0.30651214718818665,
-0.2721504867076874,
0.06923674046993256,
-0.7279753088951111,
0.3640424907207489,
0.22699415683746338,
-0.23698382079601288,
-0.37248843908309937,
0.6966122388839722,
0.08945594727993011,
-0.4035418927669525,
0.6996120810508728,
-0.27664002776145935,
-0.40358254313468933,
0.8152757883071899,
0.49488115310668945,
0.6012294888496399,
-0.01464521698653698,
0.22405532002449036,
0.741485595703125,
0.4684107303619385,
-0.043126627802848816,
0.7014163732528687,
-0.0770445317029953,
-0.5789346098899841,
-0.297001451253891,
-0.717479944229126,
-0.1741994023323059,
0.3106056749820709,
-0.6482420563697815,
0.23984526097774506,
-0.5585044026374817,
-0.1500517725944519,
-0.06506194174289703,
0.15668568015098572,
-0.7300569415092468,
0.5210282802581787,
-0.23751813173294067,
0.9657919406890869,
-0.934058666229248,
0.35328376293182373,
0.8898435831069946,
-0.6742451190948486,
-0.838019847869873,
-0.26897475123405457,
-0.23481018841266632,
-0.7117868065834045,
0.5315346717834473,
0.017874805256724358,
0.3045729100704193,
-0.01934143342077732,
-0.8704825043678284,
-0.8708129525184631,
1.1974793672561646,
-0.08982466161251068,
-0.318901002407074,
0.08449883759021759,
0.23934780061244965,
0.812832236289978,
-0.3428623676300049,
0.34613001346588135,
0.49562880396842957,
0.5215723514556885,
0.07006862759590149,
-0.562951922416687,
0.3294510543346405,
-0.4853905439376831,
-0.4421141743659973,
0.27809932827949524,
-0.8761612176895142,
0.8181233406066895,
-0.05938751623034477,
-0.060251761227846146,
-0.21605482697486877,
0.5504209995269775,
0.5055705904960632,
0.4554073214530945,
0.42923998832702637,
0.7201696038246155,
0.6250979900360107,
-0.1846640408039093,
0.9386001229286194,
-0.45546188950538635,
0.6216473579406738,
0.9552624225616455,
0.018805742263793945,
0.8426557779312134,
0.4728814661502838,
-0.4610483646392822,
0.6140764355659485,
0.7440516352653503,
-0.3802773654460907,
0.531019926071167,
0.14609883725643158,
0.16940109431743622,
-0.19956116378307343,
0.05543116107583046,
-0.46544530987739563,
0.3570892810821533,
0.2702466547489166,
-0.5949771404266357,
-0.24406184256076813,
-0.10927243530750275,
0.24687348306179047,
-0.24073471128940582,
-0.3413541316986084,
0.795640230178833,
-0.08962108939886093,
-0.8993436098098755,
0.5914732217788696,
-0.07785551249980927,
0.5159497261047363,
-0.5410646200180054,
-0.15740624070167542,
-0.3786601126194,
-0.038994576781988144,
-0.404098778963089,
-1.0816515684127808,
0.3217999339103699,
-0.026564816012978554,
-0.4881327748298645,
-0.173842191696167,
0.6945464015007019,
-0.3803677260875702,
-0.549146294593811,
0.10852882266044617,
0.5577640533447266,
0.5559250116348267,
0.27581000328063965,
-0.9407117366790771,
0.030833737924695015,
0.0999620258808136,
-0.32554441690444946,
0.3203771114349365,
0.5055475234985352,
0.07991083711385727,
0.6448894739151001,
0.45639440417289734,
-0.12700912356376648,
0.06858757138252258,
-0.20454013347625732,
0.7897196412086487,
-0.8156048655509949,
-0.37332651019096375,
-0.6769181489944458,
0.4556773602962494,
-0.06117081642150879,
-0.5031648278236389,
0.8083858489990234,
0.6876968145370483,
0.8400786519050598,
0.01706363819539547,
0.7043904066085815,
-0.5428281426429749,
0.5851741433143616,
-0.3350442051887512,
0.6801396608352661,
-0.8849553465843201,
0.17576813697814941,
-0.13898125290870667,
-0.7440017461776733,
-0.11918338388204575,
0.5402524471282959,
-0.14127787947654724,
0.2735859453678131,
0.5839327573776245,
0.7238786220550537,
-0.16387002170085907,
0.0006638119230046868,
-0.029740436002612114,
0.3404679596424103,
0.037202801555395126,
0.6237610578536987,
0.4349464476108551,
-0.6711059808731079,
0.7345376014709473,
-0.5123851299285889,
-0.11806577444076538,
-0.10606934875249863,
-0.62614905834198,
-0.7106930613517761,
-0.6837983727455139,
-0.5104460120201111,
-0.5220266580581665,
0.17883946001529694,
0.7113800644874573,
0.48485201597213745,
-0.7775481343269348,
-0.1324075162410736,
-0.05494182929396629,
0.18350929021835327,
-0.28835931420326233,
-0.3987504839897156,
0.44401320815086365,
0.1495840698480606,
-0.4992625117301941,
-0.13375750184059143,
-0.012230037711560726,
-0.1099327951669693,
-0.21774396300315857,
0.23600326478481293,
-0.38450154662132263,
0.13705970346927643,
0.5617701411247253,
0.4001672565937042,
-0.43432602286338806,
-0.4453713297843933,
0.23819860816001892,
-0.023116551339626312,
0.23515594005584717,
0.507038950920105,
-0.8782677054405212,
0.21786564588546753,
0.7153140902519226,
0.25985902547836304,
0.3710686266422272,
0.3292228877544403,
0.12792713940143585,
-0.552700400352478,
-0.21501252055168152,
0.12606433033943176,
0.1622888594865799,
0.20373043417930603,
-0.2939886748790741,
0.5264933109283447,
0.41466018557548523,
-0.7660868167877197,
-0.7139222621917725,
0.10233468562364578,
-1.0238723754882812,
-0.34857314825057983,
1.1854658126831055,
-0.12575910985469818,
-0.3909544050693512,
-0.26866111159324646,
-0.15974657237529755,
0.09655950218439102,
-0.35681021213531494,
0.7725414633750916,
0.7501078248023987,
-0.2669655382633209,
-0.21850374341011047,
-0.5406388640403748,
0.4185889661312103,
0.1144951730966568,
-0.9132447242736816,
-0.013771995902061462,
0.40450456738471985,
0.6827746629714966,
0.1942758411169052,
0.644481360912323,
-0.1984558254480362,
0.363206148147583,
-0.073374442756176,
0.06280472874641418,
0.12079493701457977,
-0.031500816345214844,
-0.12953202426433563,
0.5457442998886108,
-0.3641452491283417,
-0.1238861158490181
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
domenicrosati/TruthfulQA | domenicrosati | 2022-07-01T15:41:54Z | 379 | 4 | null | [
"task_categories:question-answering",
"task_ids:extractive-qa",
"task_ids:open-domain-qa",
"task_ids:closed-domain-qa",
"annotations_creators:expert-generated",
"language_creators:expert-generated",
"multilinguality:monolingual",
"size_categories:n<1K",
"source_datasets:original",
"language:en",
"license:apache-2.0",
"arxiv:2109.07958",
"region:us"
] | 2022-07-01T15:41:54Z | 2022-05-12T00:38:33.000Z | 2022-05-12T00:38:33 | ---
annotations_creators:
- expert-generated
language_creators:
- expert-generated
language:
- en
license:
- apache-2.0
multilinguality:
- monolingual
pretty_name: TruthfulQA
size_categories:
- n<1K
source_datasets:
- original
task_categories:
- question-answering
task_ids:
- extractive-qa
- open-domain-qa
- closed-domain-qa
---
# Dataset Card for TruthfulQA
## Table of Contents
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [https://github.com/sylinrl/TruthfulQA](https://github.com/sylinrl/TruthfulQA)
- **Repository:** [https://github.com/sylinrl/TruthfulQA](https://github.com/sylinrl/TruthfulQA)
- **Paper:** [https://arxiv.org/abs/2109.07958](https://arxiv.org/abs/2109.07958)
### Dataset Summary
TruthfulQA: Measuring How Models Mimic Human Falsehoods
We propose a benchmark to measure whether a language model is truthful in generating answers to questions. The benchmark comprises 817 questions that span 38 categories, including health, law, finance and politics. We crafted questions that some humans would answer falsely due to a false belief or misconception. To perform well, models must avoid generating false answers learned from imitating human texts. We tested GPT-3, GPT-Neo/J, GPT-2 and a T5-based model. The best model was truthful on 58% of questions, while human performance was 94%. Models generated many false answers that mimic popular misconceptions and have the potential to deceive humans. The largest models were generally the least truthful. This contrasts with other NLP tasks, where performance improves with model size. However, this result is expected if false answers are learned from the training distribution. We suggest that scaling up models alone is less promising for improving truthfulness than fine-tuning using training objectives other than imitation of text from the web.
### Supported Tasks and Leaderboards
See: [Tasks](https://github.com/sylinrl/TruthfulQA#tasks)
### Languages
English
## Dataset Structure
### Data Instances
The benchmark comprises 817 questions that span 38 categories, including health, law, finance and politics.
### Data Fields
1. **Type**: Adversarial v Non-Adversarial Questions
2. **Category**: Category of misleading question
3. **Question**: The question
4. **Best Answer**: The best correct answer
5. **Correct Answers**: A set of correct answers. Delimited by `;`.
6. **Incorrect Answers**: A set of incorrect answers. Delimited by `;`.
7. **Source**: A source that supports the correct answers.
### Data Splits
Due to constraints of huggingface the dataset is loaded into a "train" split.
### Contributions
Thanks to [@sylinrl](https://github.com/sylinrl) for adding this dataset. | [
-0.32016152143478394,
-0.5924562811851501,
0.33682167530059814,
-0.04953205585479736,
0.08427856117486954,
0.04707428812980652,
-0.0571521520614624,
-0.262778639793396,
-0.16201327741146088,
0.52086341381073,
-0.6192678213119507,
-0.6316866278648376,
-0.5139036774635315,
-0.0011796007165685296,
-0.2588582932949066,
1.2554887533187866,
0.1822173297405243,
-0.009387785568833351,
-0.30910608172416687,
-0.5373131036758423,
-0.21431748569011688,
-0.5673821568489075,
-0.19094619154930115,
-0.43213340640068054,
0.2659723460674286,
0.3019254505634308,
0.9395332932472229,
0.8306677341461182,
0.49917930364608765,
0.23775140941143036,
-0.0013877938035875559,
0.16780366003513336,
-0.43206650018692017,
-0.10575800389051437,
-0.4679534137248993,
-0.6684831976890564,
-0.6048033833503723,
0.5479351878166199,
0.5444896817207336,
0.5584591627120972,
-0.32906389236450195,
0.7224907875061035,
-0.026935018599033356,
0.5268654227256775,
-0.6026986241340637,
0.116907499730587,
-0.6527678370475769,
-0.10556700080633163,
-0.11458985507488251,
0.23983134329319,
-0.17397406697273254,
-0.7368915677070618,
0.02775471843779087,
-0.676380455493927,
0.4587477743625641,
0.05082286149263382,
1.1469075679779053,
0.49528828263282776,
-0.46219754219055176,
-0.2976735830307007,
-0.45886969566345215,
0.8593886494636536,
-0.8803302049636841,
0.4077894389629364,
0.5336697101593018,
0.4497483968734741,
0.21682502329349518,
-0.7122078537940979,
-0.8324809074401855,
0.03259310871362686,
-0.0576661117374897,
0.3388238549232483,
-0.44333797693252563,
-0.16034585237503052,
0.6389483213424683,
0.3890237808227539,
-0.9324904084205627,
-0.22647084295749664,
-0.24280507862567902,
-0.3922654390335083,
0.6890761256217957,
0.21148015558719635,
0.14975236356258392,
-0.32693853974342346,
-0.16356559097766876,
-0.32090938091278076,
-0.4386039078235626,
-0.031191088259220123,
0.3950217366218567,
0.17772963643074036,
-0.32091936469078064,
0.5031442642211914,
-0.2982446253299713,
0.605270266532898,
0.01356966607272625,
-0.41912126541137695,
0.5510917901992798,
-0.552524983882904,
-0.10470883548259735,
-0.23370394110679626,
0.6989172697067261,
0.54758620262146,
0.0014840963995084167,
-0.0037501498591154814,
-0.22697187960147858,
0.35948652029037476,
0.3372384309768677,
-0.8760784864425659,
-0.4094473719596863,
0.42008960247039795,
-0.4720931351184845,
-0.3765035569667816,
-0.13537660241127014,
-0.6946796774864197,
-0.21410267055034637,
-0.21818509697914124,
0.4763312041759491,
-0.4211347997188568,
-0.32364022731781006,
0.19883258640766144,
-0.11120723187923431,
0.266004353761673,
0.12359622865915298,
-0.4393226206302643,
0.5313426852226257,
0.5543248057365417,
0.5510023236274719,
-0.06075964495539665,
-0.015535101294517517,
-0.42885443568229675,
-0.22194941341876984,
-0.33747681975364685,
0.46378734707832336,
-0.1814497709274292,
0.0038091521710157394,
-0.13727031648159027,
-0.14833879470825195,
-0.015551011078059673,
-0.692936360836029,
1.0955307483673096,
-0.45949336886405945,
0.6815484166145325,
-0.721347987651825,
-0.7578420639038086,
-0.3528154492378235,
0.656847357749939,
-0.8460879921913147,
1.1975071430206299,
-0.09566862881183624,
-0.8936912417411804,
0.12499736249446869,
-0.7785707116127014,
-0.14546430110931396,
0.006519148126244545,
-0.10178551077842712,
-0.4994190037250519,
-0.20639094710350037,
0.16693493723869324,
0.43088090419769287,
-0.4286687672138214,
0.5871357321739197,
-0.08467452228069305,
-0.0975751206278801,
0.4393885135650635,
-0.6688971519470215,
1.0139615535736084,
0.2293037474155426,
-0.40842965245246887,
-0.29029858112335205,
-0.938381552696228,
0.40322208404541016,
0.1756606251001358,
-0.2532602846622467,
-0.044867221266031265,
-0.28647616505622864,
0.08439532667398453,
0.3451020419597626,
0.2470550537109375,
-0.6429535150527954,
-0.12271036207675934,
-0.41474971175193787,
0.22133874893188477,
0.5213004946708679,
-0.05763160437345505,
0.056446027010679245,
-0.7196449041366577,
0.32270655035972595,
-0.01881910301744938,
0.28458765149116516,
0.44662508368492126,
-0.5664862990379333,
-0.7825130224227905,
-0.06743635982275009,
0.5815747976303101,
0.7116297483444214,
-0.8946803212165833,
0.6628099083900452,
-0.42360326647758484,
-0.681005597114563,
-0.8718733787536621,
0.03034917451441288,
0.7830167412757874,
0.8734869956970215,
0.6411650776863098,
-0.12803547084331512,
-0.2372189164161682,
-1.1652899980545044,
-0.40158385038375854,
-0.5134992003440857,
0.02652246132493019,
0.17406588792800903,
0.901125431060791,
-0.014093046076595783,
0.8762202262878418,
-0.5080168843269348,
0.0021579363383352757,
-0.0355394147336483,
0.2650204002857208,
0.3113349974155426,
0.39367955923080444,
0.43106481432914734,
-1.1137019395828247,
-0.35770562291145325,
-0.5762627124786377,
-0.7220063209533691,
-0.16953524947166443,
-0.03899277746677399,
-0.010683414526283741,
0.029883429408073425,
-0.08113016933202744,
-0.56376051902771,
0.4498104751110077,
0.7099440693855286,
-0.49061650037765503,
0.6733974814414978,
0.18513484299182892,
0.057944513857364655,
-1.1601701974868774,
0.44125068187713623,
-0.010443146340548992,
-0.28017643094062805,
-0.6833972930908203,
0.05419274792075157,
0.20976197719573975,
0.2982425391674042,
-0.28327521681785583,
0.5635939836502075,
-0.13606275618076324,
0.07010308653116226,
0.02515334263443947,
0.07477404922246933,
0.29872947931289673,
0.6660081744194031,
-0.10525127500295639,
0.8238953948020935,
0.33039581775665283,
-0.524405837059021,
0.6272685527801514,
0.5130837559700012,
-0.3199042081832886,
0.6276994943618774,
-0.7928987145423889,
0.07361873984336853,
-0.09178938716650009,
0.1529465913772583,
-0.8569191098213196,
-0.16815045475959778,
0.2860557734966278,
-0.8309784531593323,
-0.07910838723182678,
-0.027036869898438454,
-0.6811988949775696,
-0.29371652007102966,
-0.22241348028182983,
0.27471911907196045,
0.548854649066925,
-0.4672316312789917,
0.4754304885864258,
0.3011315166950226,
0.2000790238380432,
-0.7970409989356995,
-0.9016143679618835,
0.014635451138019562,
0.021583493798971176,
-0.5289421081542969,
0.28687724471092224,
-0.5225022435188293,
-0.352933794260025,
0.1878456175327301,
-0.21148444712162018,
-0.07241249829530716,
-0.024279819801449776,
0.23745861649513245,
0.32090574502944946,
-0.2311507761478424,
0.3882027566432953,
-0.2303025871515274,
0.010127204470336437,
0.16918767988681793,
-0.22793127596378326,
0.1935962438583374,
-0.527325451374054,
-0.2324589192867279,
-0.41999551653862,
0.16505996882915497,
0.33080583810806274,
-0.43622609972953796,
0.7344309687614441,
0.6445363163948059,
-0.40221452713012695,
-0.006598270032554865,
-0.8228639364242554,
-0.17744573950767517,
-0.43869033455848694,
0.32047155499458313,
-0.31708085536956787,
-0.7193232774734497,
0.4342822730541229,
0.15011797845363617,
0.2723590135574341,
0.5247299075126648,
0.6221137046813965,
0.039784058928489685,
0.9443486928939819,
0.2876953184604645,
-0.029874468222260475,
-0.172618567943573,
-0.36640551686286926,
-0.10539282113313675,
-0.5983043313026428,
-0.13992874324321747,
-0.632943868637085,
-0.20559825003147125,
-0.84116530418396,
-0.5925086736679077,
0.3305971026420593,
-0.1282625049352646,
-0.3055829405784607,
0.13555479049682617,
-0.5870814919471741,
0.4128083884716034,
0.6732008457183838,
0.13052043318748474,
0.2652378976345062,
-0.24625158309936523,
-0.1395445317029953,
-0.263629674911499,
-0.8931641578674316,
-0.5584514141082764,
1.3019709587097168,
0.3508128821849823,
0.5073662400245667,
0.28854337334632874,
0.439755380153656,
0.1487472802400589,
0.3171745836734772,
-0.5822871923446655,
0.6300429701805115,
-0.06144389510154724,
-1.1169891357421875,
-0.24710537493228912,
-0.7794339060783386,
-0.619982898235321,
0.102924644947052,
-0.40922868251800537,
-0.1945638507604599,
0.09621553868055344,
0.13797368109226227,
-0.4195796251296997,
0.3553904891014099,
-0.462311714887619,
0.8817662000656128,
-0.18805889785289764,
-0.3501855432987213,
0.1303117871284485,
-0.97507244348526,
0.35645580291748047,
0.04275180399417877,
0.16097210347652435,
-0.08793948590755463,
-0.14749158918857574,
1.033310055732727,
-0.19084633886814117,
0.7913905382156372,
-0.13341684639453888,
0.10715677589178085,
0.18452425301074982,
-0.01873794198036194,
0.3394266963005066,
0.048658691346645355,
-0.1744557023048401,
0.17100176215171814,
0.22851502895355225,
-0.548549234867096,
-0.6780070066452026,
0.4445900022983551,
-0.9254193902015686,
-0.41830429434776306,
-0.6325430274009705,
-0.5301871299743652,
-0.5538337826728821,
0.3258278965950012,
0.3629595637321472,
0.5460620522499084,
-0.1980186253786087,
0.3328980803489685,
1.1368517875671387,
-0.19473883509635925,
0.08981160819530487,
0.7569419741630554,
-0.026723837479948997,
-0.43504446744918823,
0.7529802918434143,
0.29027724266052246,
0.30943354964256287,
0.3921411335468292,
0.2801879942417145,
-0.6917676329612732,
-0.389664888381958,
-0.28779855370521545,
0.3623217046260834,
-0.6531689167022705,
-0.3327418565750122,
-0.5987880825996399,
-0.3624997138977051,
-0.6208884119987488,
0.4091719388961792,
-0.518683671951294,
-0.5554750561714172,
0.011248874478042126,
-0.2385881394147873,
0.17301173508167267,
0.40185755491256714,
-0.203766331076622,
0.029801197350025177,
-0.6931410431861877,
0.6147834658622742,
0.5458356142044067,
0.36754530668258667,
-0.2223893404006958,
-0.6626432538032532,
-0.09883438795804977,
0.3843671679496765,
-0.35938918590545654,
-0.7015123963356018,
0.20884644985198975,
0.2557171583175659,
0.5674232244491577,
0.0682125836610794,
0.4913714826107025,
0.4118749499320984,
-0.24111096560955048,
0.8930898308753967,
0.12318509072065353,
-0.81219083070755,
0.46555790305137634,
-0.16914299130439758,
0.48000505566596985,
0.8457233905792236,
0.6399362683296204,
-0.6606895327568054,
-0.2660827934741974,
-0.95014888048172,
-0.2743113338947296,
0.49623188376426697,
0.5401206612586975,
0.06986206024885178,
0.259568452835083,
0.3703297972679138,
0.08451025933027267,
0.34808072447776794,
-0.8667477965354919,
-0.5820052623748779,
-0.4838849902153015,
-0.4342282712459564,
0.06744083017110825,
-0.17116960883140564,
-0.5033640265464783,
-0.2010185420513153,
0.9762338995933533,
-0.2964024245738983,
0.14537835121154785,
0.20462115108966827,
0.22439458966255188,
-0.008178334683179855,
0.323882520198822,
0.2532711923122406,
0.59889155626297,
-0.18936972320079803,
0.12013651430606842,
0.14078763127326965,
-0.7547960877418518,
-0.03513515740633011,
0.15118685364723206,
-0.47178155183792114,
0.040452614426612854,
0.5349171757698059,
0.7724062204360962,
-0.2690514326095581,
-0.6129655241966248,
0.8320781588554382,
-0.2654087245464325,
-0.4949433207511902,
-0.2141515165567398,
0.19951802492141724,
0.03262251988053322,
0.30546486377716064,
0.2361433357000351,
0.2283361703157425,
0.20639576017856598,
-0.49265241622924805,
0.23889917135238647,
0.23475021123886108,
-0.3770236372947693,
-0.3797076642513275,
0.6393881440162659,
0.08964061737060547,
-0.14465376734733582,
0.594275951385498,
-0.22952957451343536,
-0.7717776894569397,
0.28117644786834717,
0.29693615436553955,
0.5365765690803528,
-0.25094908475875854,
0.5018773674964905,
0.5955985188484192,
0.5593146681785583,
-0.1975965052843094,
0.5410464406013489,
0.0751696452498436,
-1.0075222253799438,
-0.3130902349948883,
-0.5050450563430786,
-0.4139846861362457,
0.37277600169181824,
-0.8027965426445007,
-0.07913961261510849,
-0.39554548263549805,
-0.28083693981170654,
-0.002596997655928135,
0.5836430788040161,
-0.7689200043678284,
0.7363154888153076,
-0.008339554071426392,
0.9824110865592957,
-0.8027130961418152,
0.8155382871627808,
0.5658355355262756,
-0.47950440645217896,
-1.0942888259887695,
0.08523356914520264,
0.21145816147327423,
-0.76309734582901,
0.2665838897228241,
-0.09257055819034576,
0.1497819572687149,
-0.18789495527744293,
-0.9555236101150513,
-0.7436226010322571,
1.100635051727295,
0.3848758041858673,
-0.3615632653236389,
-0.01859954558312893,
0.4492739140987396,
0.6569012403488159,
-0.09396980702877045,
0.09700579196214676,
0.5134339928627014,
0.518439769744873,
0.31530383229255676,
-0.895671010017395,
0.22069132328033447,
-0.4605478346347809,
-0.24199903011322021,
-0.17362365126609802,
-0.7434335947036743,
0.8050344586372375,
-0.016678865998983383,
-0.147652268409729,
0.06505653262138367,
0.551064670085907,
0.33551284670829773,
0.24592620134353638,
0.5359335541725159,
0.8377343416213989,
1.1602413654327393,
-0.1594099998474121,
0.8500401377677917,
-0.13680781424045563,
0.3729138970375061,
1.2968106269836426,
-0.10195134580135345,
0.6662108302116394,
0.2088913917541504,
-0.06911935657262802,
0.3661551773548126,
0.3290158808231354,
-0.18539832532405853,
0.44282498955726624,
0.09591247141361237,
0.049946051090955734,
-0.45136260986328125,
-0.29507559537887573,
-0.4091474115848541,
0.5186774134635925,
0.20543822646141052,
-0.08992692828178406,
-0.24199607968330383,
-0.17968204617500305,
0.16301506757736206,
0.30646857619285583,
-0.04763951525092125,
0.6277176141738892,
-0.13386531174182892,
-0.5182414650917053,
0.8167958855628967,
0.07214217633008957,
0.5079767107963562,
-0.6061442494392395,
-0.15781407058238983,
-0.3342525362968445,
-0.033249691128730774,
-0.1959918737411499,
-0.9732913970947266,
0.1925249844789505,
0.19625262916088104,
-0.2655119299888611,
-0.18553254008293152,
0.5851619243621826,
-0.4670943319797516,
-0.5077354311943054,
-0.03989182412624359,
0.6492888927459717,
0.11289247125387192,
-0.0934797152876854,
-1.2041624784469604,
-0.02401886321604252,
0.13766582310199738,
-0.2934776842594147,
0.07312896847724915,
0.5346359014511108,
0.1346626728773117,
0.7825419306755066,
0.5876036882400513,
0.13326719403266907,
-0.07759077847003937,
-0.1670909821987152,
0.8012318015098572,
-0.5298996567726135,
-0.45633479952812195,
-0.4575471580028534,
0.49855273962020874,
-0.3138805329799652,
-0.5347337126731873,
0.881062388420105,
0.812703013420105,
0.8131052255630493,
0.28355416655540466,
0.8468570113182068,
-0.15125824511051178,
1.0430833101272583,
-0.40326398611068726,
0.7172648906707764,
-0.6462371945381165,
0.18019530177116394,
-0.09367111325263977,
-0.7255575060844421,
-0.22426392138004303,
0.34956279397010803,
-0.35207274556159973,
-0.07593366503715515,
0.5278327465057373,
1.012184977531433,
-0.10137820988893509,
0.3001258969306946,
0.37327393889427185,
0.4893217384815216,
0.19301986694335938,
0.608988881111145,
0.6150383353233337,
-0.860884964466095,
0.7191693782806396,
-0.33096960186958313,
-0.275411456823349,
0.245722234249115,
-0.6477883458137512,
-0.8432385921478271,
-0.6718218922615051,
-0.4571298658847809,
-0.6448387503623962,
0.08936841785907745,
0.8245638608932495,
0.7671940326690674,
-0.8840521574020386,
-0.12436235696077347,
0.20981436967849731,
0.07482431083917618,
-0.21268877387046814,
-0.20055031776428223,
0.35470670461654663,
0.1585163176059723,
-0.46889689564704895,
0.015627888962626457,
-0.22229726612567902,
-0.12075227499008179,
-0.1759571135044098,
-0.1247420459985733,
-0.28515321016311646,
0.1440538763999939,
0.19697996973991394,
0.09026084840297699,
-0.5505075454711914,
-0.3927529454231262,
0.18492090702056885,
-0.3887154459953308,
0.04684228077530861,
0.268349826335907,
-0.71593177318573,
0.2626084089279175,
0.28542810678482056,
0.6217199563980103,
0.3968583047389984,
0.1069311872124672,
0.22077138721942902,
-0.8410508036613464,
-0.28920552134513855,
0.6112620234489441,
-0.07308870553970337,
0.4664844572544098,
-0.2516515254974365,
0.7118671536445618,
0.44009703397750854,
-0.47096970677375793,
-0.7708742022514343,
0.11967884749174118,
-0.8939899802207947,
-0.11064714193344116,
1.1364009380340576,
-0.04211809113621712,
-0.2585281729698181,
-0.2313690036535263,
0.041655994951725006,
0.19750405848026276,
-0.3155931830406189,
0.6700243353843689,
0.8773043751716614,
0.09087862819433212,
0.05687844008207321,
-0.7115076184272766,
0.7079222202301025,
0.29521870613098145,
-0.8272154331207275,
0.12280873954296112,
0.5380740761756897,
0.4678461253643036,
0.32523325085639954,
0.5499016046524048,
-0.16208000481128693,
0.3230685889720917,
0.04671827703714371,
0.15789133310317993,
0.039802663028240204,
-0.2013382762670517,
-0.13209587335586548,
0.12710419297218323,
-0.15093223750591278,
-0.050017621368169785
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
tomekkorbak/detoxify-pile-chunk3-4000000-4050000 | tomekkorbak | 2022-10-06T04:28:52Z | 379 | 0 | null | [
"region:us"
] | 2022-10-06T04:28:52Z | 2022-10-06T04:28:44.000Z | 2022-10-06T04:28:44 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
nampdn-ai/tiny-textbooks | nampdn-ai | 2023-10-04T03:56:50Z | 378 | 65 | null | [
"task_categories:text-generation",
"size_categories:100K<n<1M",
"language:en",
"license:cc-by-nc-sa-4.0",
"arxiv:2309.05463",
"arxiv:2306.01116",
"arxiv:2304.08442",
"arxiv:2305.07759",
"doi:10.57967/hf/1126",
"region:us"
] | 2023-10-04T03:56:50Z | 2023-08-10T09:21:07.000Z | 2023-08-10T09:21:07 | ---
task_categories:
- text-generation
language:
- en
pretty_name: Tiny Textbooks
size_categories:
- 100K<n<1M
license: cc-by-nc-sa-4.0
---
# Textbook-like Dataset: A High-Quality Resource for Small Language Models
The idea is simply inspired by the [Textbooks Are All You Need II: phi-1.5 technical report](https://arxiv.org/abs/2309.05463) paper. The source texts in this dataset have been gathered and carefully select the best of the [falcon-refinedweb](https://arxiv.org/abs/2306.01116) and [minipile](https://arxiv.org/abs/2304.08442) datasets to ensure the diversity, quality while tiny in size. The dataset was synthesized using 4x3090 Ti cards over a period of 500 hours, thanks to [Nous-Hermes-Llama2-13b](https://huggingface.co/NousResearch/Nous-Hermes-Llama2-13b) finetuned model.
Why settle for low-quality text when you can train on a high-quality, textbook-like dataset? Training language models on subpar text can lead to several issues:
1. **Noise**: Such text often contains typos, grammatical errors, and poorly structured sentences, which can confuse models and degrade performance.
2. **Misinformation**: Low-quality web text may contain incorrect or misleading information, leading to models propagating these inaccuracies.
3. **Lack of Depth**: Subpar text often lacks the depth and detail found in high-quality content, limiting a model's understanding of complex topics.
Conversely, training on my clean and high-quality dataset offers numerous advantages:
1. **Accuracy**: The theoretical concepts in my dataset provide near accurate and detailed information, akin to a well-written textbook. (Need more contribute for facts check)
2. **Context**: Practical examples demonstrate how these concepts apply in real-world situations, offering valuable context.
3. **Performance**: Models trained on high-quality data can generate more accurate, insightful, and human-like text.
A standout feature of this dataset is its volume. It boasts a whopping **420,000 textbook documents**. This extensive collection ensures a wide coverage of topics and concepts, providing your models with a comprehensive and diverse learning resource.
Moreover, this dataset is generated using an open-source language model, ensuring the data is open for every researcher to process. I love the openness and that's why I want to contribute this dataset for the community to push over the limit.
Quality over quantity is a principle that holds true even in machine learning. Training on a large amount of low-quality tokens can lead to models learning and propagating the noise, inaccuracies, and poor structures present in the bad text. This can result in models that generate less accurate and less coherent outputs.
On the other hand, training on a smaller amount of high-quality tokens, like those in this dataset, can yield significantly better results. High-quality tokens provide accurate, well-structured, and meaningful information from which models can learn effectively. This leads to models that can generate more accurate, insightful, and human-like text.
In essence, it's about making every token count. Each high-quality token that a model learns from is a step towards better performance. So why waste computational resources and learning capacity on bad tokens when you can focus on high-quality ones? It's a more efficient and effective approach to training language models.
Choosing high-quality dataset over low-quality web text is akin to opting for a reliable textbook over scattered internet articles. This choice can significantly enhance the performance and reliability of your causal language models.
I'm excited to present this unique blend of theoretical concepts and practical examples designed to supercharge your causal language models. This isn't just another dataset; it's a high-quality resource that can help your models learn more effectively and with better common sense.
I hope this dataset is an useful resource for ML researchers working with small causal language models. I eagerly await your feedback and suggestions as I continue to refine and expand the dataset. Together, let's push the boundaries of what's possible with a **tiny language models**!
## Visualization
[Nomic Atlas](https://atlas.nomic.ai/map/0348f3f7-9280-404f-b6d3-d0b5993a6693/846bcd82-fcc5-474d-b24b-82d1b791f80b) 230k data points visualized thanks to Nomic AI platform.
### Disclaimer
While every effort has been made to ensure the accuracy of the information contained within this dataset, please note that it is provided 'as is' and without any warranties.
The use of the `textbook` field in this dataset is intended for research purposes only. You are advised to verify any information obtained from this dataset before acting upon it.
## Tiny Series
Explore the possibilities and limitations of building Small Language Models with these tiny gems of data!
- [TinyStories](https://arxiv.org/abs/2305.07759): The paper that sparked my interest in the journey of the tiny-* series.
- [tiny-codes](https://huggingface.co/datasets/nampdn-ai/tiny-codes): Collection of 1.6M short and clear code snippets that can help LLM models learn how to reason.
- [tiny-orca-textbooks](https://huggingface.co/datasets/nampdn-ai/tiny-orca-textbooks): Synthetic textbook to help model learn in-context on how it should perform task the right way.
- [tiny-webtext](https://huggingface.co/datasets/nampdn-ai/tiny-webtext): A 6GB (4.5M records) variety of diverse webtext enriched with critical thinking methods to make unbiased English dataset.
- [tiny-lessons](https://huggingface.co/datasets/nampdn-ai/tiny-lessons): Subset of this dataset, various lessons about "things of internet" augmented in a bite-sized textbook Markdown format.
- [tiny-bridgedict](https://huggingface.co/datasets/nampdn-ai/tiny-bridgedict): A dataset that links and transfers knowledge between English, Vietnamese, Chinese in a tiny multilingual models.
### Others small HQ datasets with textbook-like quality
- [devdocs.io](https://huggingface.co/datasets/nampdn-ai/devdocs.io): FreeCodeCamp has provided 189k comprehensive API documentation across a wide range of tech stacks and programming languages.
- [sciphi-python-textbook](https://huggingface.co/datasets/emrgnt-cmplxty/sciphi-python-textbook)
- [textbook_quality_programming](https://huggingface.co/datasets/vikp/textbook_quality_programming)
- [sciphi-textbooks-are-all-you-need](https://huggingface.co/datasets/emrgnt-cmplxty/sciphi-textbooks-are-all-you-need) | [
-0.2260770946741104,
-0.6799027919769287,
0.21913331747055054,
-0.1027459129691124,
-0.056511711329221725,
-0.2578534483909607,
-0.3538172245025635,
-0.33788707852363586,
-0.12352423369884491,
0.3748866021633148,
-0.2687200903892517,
-0.4470790922641754,
-0.2618087828159332,
0.058667052537202835,
-0.4875761568546295,
1.0756219625473022,
0.21624867618083954,
0.19718101620674133,
-0.11784236133098602,
-0.23256856203079224,
-0.3517386317253113,
-0.3481020927429199,
-0.7927239537239075,
-0.2624937891960144,
0.5977980494499207,
0.672949492931366,
0.7241799831390381,
0.9531052708625793,
0.46978169679641724,
0.1690388321876526,
0.08900537341833115,
0.05923200771212578,
-0.4167269766330719,
-0.17883987724781036,
-0.09664866328239441,
-0.31904783844947815,
-0.4172721207141876,
-0.047272708266973495,
0.6881197690963745,
0.7955870628356934,
-0.08021265268325806,
0.28058895468711853,
0.2364271879196167,
0.6555377244949341,
-0.33599603176116943,
0.30533266067504883,
-0.15935173630714417,
-0.23887480795383453,
-0.36602330207824707,
0.25874215364456177,
-0.4458964765071869,
-0.38310685753822327,
0.10768985003232956,
-0.8815259337425232,
0.1597084254026413,
0.11072744429111481,
0.9296154975891113,
0.2032478302717209,
-0.49196773767471313,
-0.2852437496185303,
-0.6038867831230164,
0.8793835043907166,
-0.6914169788360596,
0.531429648399353,
0.5127918124198914,
0.2600201368331909,
0.021079085767269135,
-0.7905780076980591,
-0.6209233403205872,
-0.1453426033258438,
-0.20838086307048798,
0.04932110011577606,
-0.08488279581069946,
-0.09276171028614044,
0.12381099164485931,
0.47757774591445923,
-0.6668855547904968,
0.2929743826389313,
-0.40822136402130127,
-0.1437123715877533,
0.6172469854354858,
0.18440064787864685,
0.4893558919429779,
-0.3669881820678711,
0.07194779068231583,
-0.29262906312942505,
-0.8311979174613953,
0.02150462195277214,
0.34542372822761536,
0.6310238242149353,
-0.36053910851478577,
0.48495179414749146,
-0.13801635801792145,
0.7517430782318115,
-0.2997390925884247,
-0.3348195552825928,
0.09331974387168884,
-0.7650258541107178,
-0.10245756804943085,
-0.20734728872776031,
0.8917840123176575,
0.013536130078136921,
0.31124159693717957,
-0.09000691026449203,
-0.05400589853525162,
-0.12826424837112427,
-0.04754473268985748,
-0.809137761592865,
-0.48472970724105835,
0.1294771432876587,
-0.5551133155822754,
-0.21680948138237,
-0.16126617789268494,
-0.8196867108345032,
-0.20871222019195557,
-0.5288808941841125,
0.2333025485277176,
-0.5606069564819336,
-0.2769463360309601,
0.08181844651699066,
0.15757043659687042,
-0.05565978214144707,
0.3784106969833374,
-0.9377682209014893,
0.44861292839050293,
0.4716210663318634,
0.7913795709609985,
-0.08749477565288544,
-0.258334219455719,
-0.20327265560626984,
-0.07076269388198853,
-0.44508102536201477,
0.6665571928024292,
-0.2835933268070221,
-0.2862902283668518,
-0.07133011519908905,
0.060087863355875015,
0.0611286424100399,
-0.3650152385234833,
0.5493476390838623,
-0.23187102377414703,
0.46367552876472473,
-0.33766835927963257,
-0.5553474426269531,
-0.14832167327404022,
-0.03353458642959595,
-0.7802777886390686,
1.207516074180603,
0.04998941719532013,
-0.6962118148803711,
0.25190553069114685,
-0.5333190560340881,
-0.45603376626968384,
-0.07321041077375412,
-0.16807760298252106,
-0.19224216043949127,
-0.12132161110639572,
0.16687580943107605,
0.4370235204696655,
-0.7049968242645264,
0.36562618613243103,
-0.20971545577049255,
-0.07923956960439682,
0.07744736224412918,
-0.3874048590660095,
0.8990007638931274,
0.31035056710243225,
-0.2282963991165161,
-0.12813593447208405,
-0.9342997074127197,
-0.03698510676622391,
0.2201218456029892,
-0.41032442450523376,
-0.5646559596061707,
-0.05006502941250801,
0.21802431344985962,
0.2518962621688843,
0.15050537884235382,
-0.39425069093704224,
0.20854200422763824,
-0.6620101928710938,
0.34139591455459595,
0.6849808692932129,
-0.09658180177211761,
0.6083037257194519,
-0.3707520067691803,
0.28345784544944763,
0.09763649851083755,
0.14005790650844574,
-0.13069353997707367,
-0.5273793935775757,
-1.0857770442962646,
-0.21178705990314484,
0.589682400226593,
0.3650244474411011,
-0.9095169305801392,
0.2491220086812973,
-0.46923696994781494,
-0.710861325263977,
-0.6989679336547852,
0.3057731091976166,
0.48755285143852234,
0.5362381339073181,
0.33682599663734436,
-0.03719523549079895,
-0.35160407423973083,
-0.6924971342086792,
0.03533034771680832,
-0.22741173207759857,
0.01988276280462742,
0.33392274379730225,
0.5529466271400452,
-0.11575194448232651,
1.0057373046875,
-0.4884208142757416,
-0.2840062975883484,
-0.2504621744155884,
-0.19593577086925507,
0.17872975766658783,
0.5495368242263794,
0.475265234708786,
-0.7108821272850037,
-0.5293987989425659,
0.16164377331733704,
-0.7352463006973267,
0.06131860986351967,
-0.05715273693203926,
-0.12424899637699127,
0.39467549324035645,
0.395470529794693,
-0.4899273216724396,
-0.04289284348487854,
0.437868595123291,
-0.3209209740161896,
0.3264974057674408,
-0.131979301571846,
-0.06667373329401016,
-1.2317768335342407,
0.2789584696292877,
0.10562269389629364,
-0.0321316160261631,
-0.6353746056556702,
0.015134227462112904,
0.042752400040626526,
-0.1389506757259369,
-0.4822593927383423,
1.0316301584243774,
-0.12185888737440109,
0.2463005632162094,
0.09009375423192978,
0.3517245352268219,
-0.1298755258321762,
0.4522784650325775,
-0.10267458111047745,
0.9229483604431152,
0.38057929277420044,
-0.6428667306900024,
0.2388579398393631,
0.32342806458473206,
-0.3350631296634674,
0.22668150067329407,
-0.6598230600357056,
-0.12105021625757217,
-0.028758296743035316,
-0.009492985904216766,
-0.6989194750785828,
-0.31159186363220215,
0.13432030379772186,
-0.3403734862804413,
0.3711910545825958,
-0.019393712282180786,
-0.9083302021026611,
-0.1257379949092865,
-0.23893941938877106,
0.359436959028244,
0.4900859296321869,
-0.5485296845436096,
0.08385943621397018,
0.4662385880947113,
-0.17689721286296844,
-0.5202828645706177,
-0.6798619627952576,
-0.06904451549053192,
-0.06444919109344482,
-0.3233373761177063,
0.019218938425183296,
-0.13220134377479553,
-0.24230335652828217,
0.2694304287433624,
0.13641045987606049,
-0.07540866732597351,
0.08826066553592682,
0.13719038665294647,
0.3016067445278168,
-0.3492306172847748,
0.5171605348587036,
-0.0026385898236185312,
-0.2829832136631012,
-0.39003631472587585,
-0.6022313237190247,
0.3405172526836395,
-0.28229108452796936,
-0.07176473736763,
-0.399998277425766,
0.13700924813747406,
0.3955782353878021,
0.1103459969162941,
0.7276502847671509,
0.48725926876068115,
-0.471314013004303,
-0.17424365878105164,
-0.3089595139026642,
-0.37729737162590027,
-0.43953657150268555,
0.1809607744216919,
-0.20417749881744385,
-0.9344304800033569,
0.26235640048980713,
0.2970936596393585,
0.05826440826058388,
0.6614078879356384,
0.4628344476222992,
-0.06875583529472351,
0.7336803078651428,
0.698611319065094,
-0.32867610454559326,
0.4218766689300537,
-0.31709134578704834,
0.2793888747692108,
-0.4248890280723572,
-0.2182663381099701,
-0.6901074647903442,
0.03720218688249588,
-0.8444486260414124,
-0.24172021448612213,
0.040857117623090744,
0.15561197698116302,
-0.43298932909965515,
0.46605366468429565,
-0.3423899710178375,
0.397440642118454,
0.6373878717422485,
-0.08164768666028976,
0.4732622802257538,
0.15210607647895813,
-0.06167609244585037,
-0.28267204761505127,
-1.0637184381484985,
-0.7351257801055908,
1.2667655944824219,
0.34840646386146545,
0.8469235301017761,
0.24155917763710022,
0.4220196604728699,
0.35690221190452576,
0.17832688987255096,
-0.7118993401527405,
0.5392430424690247,
-0.2917124032974243,
-0.7091494798660278,
-0.4388607442378998,
-0.6492280960083008,
-1.0623818635940552,
0.0894693061709404,
-0.14325663447380066,
-0.5989618301391602,
0.2739436626434326,
0.18926943838596344,
-0.396190345287323,
0.17350752651691437,
-0.8072782158851624,
1.0054852962493896,
-0.1617228090763092,
-0.4336273670196533,
-0.056832779198884964,
-0.5366293787956238,
0.2754667103290558,
-0.22525088489055634,
0.42379942536354065,
0.05582037568092346,
-0.09624101221561432,
0.9223931431770325,
-0.48871493339538574,
0.9489404559135437,
0.14907632768154144,
-0.027371568605303764,
0.49065205454826355,
0.06531992554664612,
0.2823270261287689,
0.04662768542766571,
-0.09703624248504639,
0.36861738562583923,
0.1618211567401886,
-0.5203765034675598,
-0.46179521083831787,
0.8242045640945435,
-0.999719500541687,
-0.18363869190216064,
-0.3915696144104004,
-0.39226198196411133,
-0.0068983957171440125,
0.41787558794021606,
0.2397845983505249,
0.5938624739646912,
-0.04240335896611214,
0.2696498930454254,
0.5739743113517761,
-0.39183008670806885,
0.3654901385307312,
0.509157121181488,
-0.12292104214429855,
-0.36944183707237244,
1.3756080865859985,
0.4037279784679413,
0.22932042181491852,
0.5484014749526978,
0.21115127205848694,
-0.21410852670669556,
-0.2330288589000702,
-0.5069401264190674,
0.4363551139831543,
-0.7115457653999329,
-0.26143357157707214,
-0.6822677254676819,
-0.17245101928710938,
-0.6378073692321777,
0.00024679183843545616,
-0.4441089928150177,
-0.8374412059783936,
-0.519727349281311,
-0.15792101621627808,
0.34620779752731323,
0.6861452460289001,
-0.1461455225944519,
0.30170121788978577,
-0.7112530469894409,
0.06780916452407837,
0.2878964841365814,
0.19817844033241272,
0.15865550935268402,
-0.4661058485507965,
-0.6476626396179199,
0.09597966820001602,
-0.3084612190723419,
-0.4792097210884094,
0.4246993660926819,
0.27144014835357666,
0.38159283995628357,
0.3941781520843506,
0.07256907969713211,
0.3301089406013489,
-0.462764710187912,
0.9245190024375916,
0.07809560000896454,
-0.7295877933502197,
0.5623172521591187,
-0.4667568802833557,
0.08449459075927734,
0.5218870639801025,
0.44005581736564636,
-0.5946111679077148,
-0.2528754770755768,
-0.7999626398086548,
-0.8071932792663574,
0.8432875871658325,
0.3491051197052002,
0.04301817715167999,
0.1041145846247673,
0.34033411741256714,
0.13484717905521393,
0.2275085300207138,
-0.7866841554641724,
-0.4600136876106262,
-0.24117295444011688,
-0.4995328187942505,
-0.3750380873680115,
-0.19876056909561157,
-0.007592590060085058,
-0.2651287913322449,
0.8738336563110352,
-0.1741781234741211,
0.22324734926223755,
-0.08620259910821915,
-0.18012966215610504,
0.15628087520599365,
0.21757258474826813,
0.5344763994216919,
0.39704033732414246,
-0.02198898233473301,
0.23349633812904358,
0.14346101880073547,
-0.5641202926635742,
0.1842460185289383,
0.013980097137391567,
-0.2937387228012085,
0.03186579421162605,
0.4963708221912384,
0.5890944004058838,
0.2767235040664673,
-0.8130077123641968,
0.4293762743473053,
0.026554390788078308,
0.3028984069824219,
-0.051714684814214706,
0.13557517528533936,
-0.015112021006643772,
-0.06974665820598602,
0.08061670511960983,
-0.09541992843151093,
0.09221379458904266,
-0.3759269118309021,
0.11200731992721558,
-0.09952380508184433,
-0.2913450300693512,
-0.35387104749679565,
0.5162217617034912,
0.29358556866645813,
-0.15112623572349548,
0.6226776242256165,
-0.23154747486114502,
-0.11322586238384247,
0.6117583513259888,
0.4705055356025696,
0.4658057391643524,
-0.02837461419403553,
0.3604494035243988,
0.5725186467170715,
0.5532804131507874,
-0.2206628918647766,
0.0386754609644413,
-0.05270140618085861,
-0.6776764988899231,
-0.261218398809433,
-0.5570108890533447,
-0.4023643732070923,
0.15820099413394928,
-0.45326995849609375,
0.45395782589912415,
-0.4155168831348419,
0.0460566021502018,
-0.12610134482383728,
0.26084622740745544,
-0.6619181036949158,
0.34329360723495483,
-0.17881286144256592,
0.9219099879264832,
-0.8890597224235535,
1.112657904624939,
0.511985182762146,
-0.8425288200378418,
-0.9362214803695679,
-0.255908340215683,
0.037358615547418594,
-0.5526058077812195,
0.6561133861541748,
-0.1460254192352295,
0.3379642069339752,
0.14627854526042938,
-0.40400686860084534,
-0.9197554588317871,
0.9246971011161804,
0.4229397773742676,
-0.44497376680374146,
-0.17099794745445251,
0.24721848964691162,
0.6288149356842041,
-0.17093823850154877,
0.18041911721229553,
0.6040573716163635,
0.29960742592811584,
-0.27296945452690125,
-0.7291174530982971,
0.08667944371700287,
-0.29846319556236267,
0.07312607020139694,
0.00010645813017617911,
-0.7667289972305298,
0.9033438563346863,
-0.0971749797463417,
-0.2177044153213501,
0.04571130871772766,
0.5151290893554688,
-0.003980463370680809,
0.23843082785606384,
0.08189674466848373,
0.47875139117240906,
0.8646132946014404,
-0.2807726562023163,
1.305234670639038,
-0.33938080072402954,
0.4526686668395996,
1.121660828590393,
0.2405465692281723,
0.8353289365768433,
0.30146947503089905,
-0.2003028392791748,
0.3396500051021576,
0.8626764416694641,
0.03382740542292595,
0.4730755686759949,
-0.23716939985752106,
-0.04805716872215271,
-0.17427043616771698,
-0.29274773597717285,
-0.4745602607727051,
0.10141102969646454,
0.35330939292907715,
-0.06350840628147125,
-0.12694570422172546,
0.1512914001941681,
0.1607748419046402,
0.02278764732182026,
-0.02648138999938965,
0.6865800619125366,
0.2902476489543915,
-0.29431062936782837,
0.4813730716705322,
0.07226582616567612,
0.5637572407722473,
-0.5211974382400513,
0.1882966309785843,
-0.4573158323764801,
0.12069658935070038,
-0.20760951936244965,
-0.5895679593086243,
0.06451517343521118,
0.01207717601209879,
-0.32293716073036194,
-0.3096576929092407,
0.6522972583770752,
-0.48265254497528076,
-0.6095111966133118,
0.16466829180717468,
0.4923073351383209,
0.1737571358680725,
0.3139350414276123,
-0.5585769414901733,
-0.11080143600702286,
-0.15011897683143616,
-0.2109536975622177,
0.2990964949131012,
0.5972102284431458,
0.017343860119581223,
0.7386037111282349,
0.70036780834198,
0.19606851041316986,
-0.11487963050603867,
-0.014192654751241207,
0.6925016045570374,
-0.588353157043457,
-0.422313392162323,
-0.6590985655784607,
0.46096163988113403,
-0.07759210467338562,
-0.4064490795135498,
0.987581193447113,
0.7001334428787231,
1.2158937454223633,
-0.05344182625412941,
0.7804198861122131,
0.014595253393054008,
0.5201845765113831,
-0.43611612915992737,
0.8597304821014404,
-0.7965329885482788,
0.2353101372718811,
-0.30989307165145874,
-0.5846710205078125,
-0.43852466344833374,
0.5996699929237366,
-0.24365538358688354,
0.05357779189944267,
0.6921967267990112,
0.7266912460327148,
-0.07552919536828995,
0.024534575641155243,
0.3346995413303375,
0.30511701107025146,
0.3639029264450073,
0.354312002658844,
0.6414007544517517,
-0.8049452304840088,
0.6391831040382385,
-0.33197328448295593,
-0.05913330614566803,
-0.3684685528278351,
-0.5811610817909241,
-0.8384736180305481,
-0.8433218002319336,
-0.4213223159313202,
-0.4304282069206238,
-0.0022256048396229744,
1.0293551683425903,
0.6971316933631897,
-0.9540096521377563,
-0.4481133222579956,
-0.07720912992954254,
0.4562199115753174,
-0.10077887028455734,
-0.24562501907348633,
0.47261834144592285,
-0.46985822916030884,
-0.7761535048484802,
0.15151068568229675,
0.03746965900063515,
0.2783627510070801,
-0.13283517956733704,
-0.22613611817359924,
-0.15418168902397156,
0.06946959346532822,
0.6813289523124695,
0.41971153020858765,
-0.40861114859580994,
-0.18789561092853546,
0.09571752697229385,
-0.4496205151081085,
-0.17475071549415588,
0.747142493724823,
-0.5963754653930664,
0.31288444995880127,
0.3836379647254944,
0.7735736966133118,
0.29643842577934265,
-0.5338819622993469,
0.3151852786540985,
-0.6124211549758911,
0.3423016667366028,
0.13930314779281616,
0.29976987838745117,
0.41394439339637756,
-0.2671787142753601,
0.7212406396865845,
0.424082487821579,
-0.5085304975509644,
-0.9531384706497192,
0.007693092338740826,
-0.789043128490448,
-0.28832781314849854,
1.2227641344070435,
-0.06877298653125763,
-0.12071260064840317,
-0.11770080775022507,
-0.17400354146957397,
0.19655001163482666,
-0.4615185558795929,
0.6405519843101501,
0.7735634446144104,
0.09730766713619232,
-0.08205591887235641,
-0.6403784155845642,
0.6093304753303528,
0.3233848810195923,
-0.9071962833404541,
0.06130274385213852,
0.49131372570991516,
0.1906214952468872,
0.17583876848220825,
0.5236537456512451,
0.016446352005004883,
0.10144238919019699,
0.08492404967546463,
-0.005110415630042553,
-0.04172337427735329,
-0.5248266458511353,
-0.3809414803981781,
0.07663862407207489,
0.06522029638290405,
-0.044952571392059326
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
Villekom/oa_dolly_15k_fi | Villekom | 2023-11-28T10:52:22Z | 378 | 0 | null | [
"region:us"
] | 2023-11-28T10:52:22Z | 2023-08-23T14:15:04.000Z | 2023-08-23T14:15:04 | ---
dataset_info:
features:
- name: INSTRUCTION
dtype: string
- name: RESPONSE
dtype: string
- name: SOURCE
dtype: string
- name: METADATA
struct:
- name: CATEGORY
dtype: string
- name: CONTEXT
dtype: string
splits:
- name: train
num_bytes: 13654728
num_examples: 15015
download_size: 8698896
dataset_size: 13654728
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
---
# Dataset Card for "oa_dolly_15k_fi"
Taken from https://github.com/TurkuNLP/dolly-fi
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.5200968384742737,
-0.6220630407333374,
0.04752805456519127,
0.048513635993003845,
-0.22794391214847565,
-0.19249357283115387,
0.6219343543052673,
-0.2696394920349121,
0.8328410387039185,
0.7967960238456726,
-0.7970156669616699,
-0.4962970018386841,
-0.46898552775382996,
-0.015224235132336617,
-0.29798299074172974,
1.1123706102371216,
0.28894200921058655,
0.12872475385665894,
-0.3283342123031616,
-0.3327219486236572,
-0.3427012264728546,
-0.31614163517951965,
-0.37691399455070496,
-0.37823519110679626,
0.8421691656112671,
0.7208263278007507,
0.35314178466796875,
0.6067951917648315,
0.8886873126029968,
0.20197664201259613,
-0.05263669043779373,
-0.23987440764904022,
-0.6224802136421204,
-0.160812109708786,
-0.17804795503616333,
-0.2310245782136917,
-1.1301794052124023,
0.09597520530223846,
0.7032332420349121,
0.4390345811843872,
-0.14871619641780853,
1.0980339050292969,
-0.3440547585487366,
0.8490350842475891,
-0.721867024898529,
0.24909454584121704,
-0.28623121976852417,
-0.04643182083964348,
-0.5441182851791382,
-0.06353525072336197,
0.037184037268161774,
-0.34442824125289917,
-0.24004213511943817,
-0.9559494853019714,
0.22893892228603363,
-0.030407190322875977,
1.2113176584243774,
0.143453910946846,
-0.17694127559661865,
-0.1019996851682663,
-0.8154192566871643,
0.3867053687572479,
-0.02235378324985504,
0.2917228937149048,
0.9189163446426392,
0.584830641746521,
-0.08093206584453583,
-0.5491979718208313,
-0.48812174797058105,
0.06037731096148491,
-0.04675108939409256,
0.001553141395561397,
0.26056575775146484,
-0.40058058500289917,
0.5539391040802002,
1.0189379453659058,
-0.5195454359054565,
-0.3915102481842041,
-1.0993694067001343,
-0.03523202985525131,
1.040823221206665,
0.2637956142425537,
0.14501890540122986,
-0.16746047139167786,
-0.40841853618621826,
-0.2512422800064087,
-0.6229011416435242,
-0.1005365252494812,
0.7180951833724976,
0.4039316475391388,
-1.0343339443206787,
0.8587071895599365,
-0.34181463718414307,
0.6545049548149109,
0.10147588700056076,
0.2985781133174896,
0.7616011500358582,
-0.3120666444301605,
-0.35377177596092224,
-0.2462591528892517,
0.4573245346546173,
0.1393386870622635,
-0.2798539698123932,
0.23848360776901245,
-0.04346415400505066,
-0.24431085586547852,
0.35097983479499817,
-0.8729400634765625,
-0.4435407817363739,
0.3647930920124054,
-0.8166005611419678,
-0.4356512725353241,
0.684773325920105,
-1.094872236251831,
-0.5905479192733765,
-0.32552823424339294,
0.4091527462005615,
0.08211710304021835,
-0.5820230841636658,
-0.028865648433566093,
-0.2045314610004425,
0.5941013097763062,
-0.023040184751152992,
-0.8041048645973206,
0.11060027033090591,
0.7043795585632324,
0.48727381229400635,
0.2802083194255829,
0.009723210707306862,
-0.9074980616569519,
-0.007021651603281498,
-0.32863178849220276,
0.7994594573974609,
-0.31288889050483704,
-0.5644152760505676,
0.026174694299697876,
0.4336453676223755,
0.1316872388124466,
-0.43874403834342957,
1.0852863788604736,
-0.49590301513671875,
0.026749538257718086,
-0.5553625822067261,
-0.2967500686645508,
-0.08376198261976242,
0.1938437968492508,
-1.3508141040802002,
1.445425033569336,
0.38235822319984436,
-0.5809391140937805,
0.6056190133094788,
-1.1607791185379028,
-0.05319974571466446,
0.4915822148323059,
0.13330493867397308,
-0.6295614242553711,
0.24319520592689514,
-0.1601053923368454,
0.40061745047569275,
-0.12724529206752777,
0.12058819830417633,
-0.8962326049804688,
-0.0768783688545227,
0.1632760912179947,
0.04263461008667946,
1.0629667043685913,
0.6731007099151611,
0.6823275685310364,
0.0481981486082077,
-1.438161849975586,
-0.49233219027519226,
0.49262210726737976,
-0.20128892362117767,
-0.39256182312965393,
-0.6509121060371399,
0.2750031352043152,
-0.1309187263250351,
0.30010923743247986,
-0.8313573598861694,
0.39730629324913025,
0.2850962281227112,
-0.2824697196483612,
0.5529054403305054,
-0.09081600606441498,
0.29977336525917053,
-0.6579855680465698,
0.5678983926773071,
-0.23042531311511993,
0.44332078099250793,
0.017510632053017616,
-0.5626368522644043,
-0.563982367515564,
-0.19766078889369965,
0.5914367437362671,
0.41346094012260437,
-0.4836301803588867,
0.5416985750198364,
0.01997704990208149,
-0.9066985845565796,
-0.49599388241767883,
-0.16854633390903473,
-0.04412426799535751,
0.34947144985198975,
0.3148327171802521,
-0.2985285222530365,
-0.5849286317825317,
-0.509014368057251,
0.10691666603088379,
-0.12931358814239502,
-0.19446031749248505,
0.3993593156337738,
0.9764665365219116,
-0.04687509685754776,
0.6191920638084412,
-0.9024600982666016,
-0.636359453201294,
-0.07835321128368378,
-0.09352000057697296,
0.5561095476150513,
0.7655156850814819,
0.9405273199081421,
-0.7075374126434326,
-0.5029170513153076,
-0.27995994687080383,
-0.3376275599002838,
-0.027689535170793533,
0.1935410052537918,
-0.7336612939834595,
0.03383062779903412,
0.04450225457549095,
-0.43324601650238037,
0.9155653715133667,
0.7305728197097778,
-1.0837386846542358,
0.32783374190330505,
-0.19255004823207855,
0.332123339176178,
-1.4811065196990967,
0.6400384306907654,
-0.21867135167121887,
-0.19721318781375885,
-0.4075745642185211,
0.3092697262763977,
-0.18799026310443878,
-0.019437041133642197,
-0.15863890945911407,
0.7166612148284912,
-0.3895872235298157,
0.007360749412328005,
0.11705463379621506,
-0.20060020685195923,
-0.03319353237748146,
0.1351664662361145,
-0.09594414383172989,
0.33860766887664795,
0.8848550319671631,
-0.3479430377483368,
0.9423946738243103,
0.6639447212219238,
-0.13357014954090118,
1.170405626296997,
-0.6298220753669739,
0.23775047063827515,
-0.1257086992263794,
0.24754714965820312,
-0.6446579694747925,
-0.8017879724502563,
0.5651282072067261,
-0.5788052678108215,
0.2852742671966553,
-0.4811309278011322,
-0.25977882742881775,
-0.4809483587741852,
-0.3711560368537903,
0.5397145748138428,
0.4691591262817383,
-0.6250830292701721,
0.8245849609375,
0.8104524612426758,
0.14687077701091766,
-0.3114326596260071,
-0.8793423175811768,
-0.3528846502304077,
-0.3639955520629883,
-0.17275500297546387,
0.4328153729438782,
-0.019015083089470863,
0.0011982179712504148,
-0.0944783017039299,
0.3506973683834076,
-0.22400137782096863,
-0.34208956360816956,
0.454056054353714,
0.27913087606430054,
-0.08898031711578369,
0.4434947371482849,
-0.44369184970855713,
-0.5598514080047607,
0.004397726152092218,
0.050963591784238815,
0.40105298161506653,
0.1782928854227066,
-0.10812853276729584,
-0.5546824932098389,
0.33264410495758057,
0.13996130228042603,
-0.15064865350723267,
0.9694226384162903,
1.1307214498519897,
-0.5483070015907288,
-0.10484921932220459,
-0.4139960706233978,
-0.21455100178718567,
-0.3933658301830292,
-0.08213309198617935,
-0.5329209566116333,
-0.386514812707901,
0.7555409073829651,
0.1828552484512329,
0.07232028990983963,
0.9426230788230896,
0.5636828541755676,
-0.04151385650038719,
0.31797322630882263,
0.7040876150131226,
-0.27901408076286316,
0.6742152571678162,
-0.6805070638656616,
-0.34346067905426025,
-0.5692457556724548,
-0.39626896381378174,
-1.0487979650497437,
-0.3937191367149353,
-0.8556079864501953,
-0.6221781373023987,
-0.1298983246088028,
0.0011968276230618358,
-0.2642407715320587,
0.5432586073875427,
-0.31290316581726074,
0.3216664493083954,
0.7182759642601013,
0.2707897126674652,
0.2113315761089325,
0.11130009591579437,
0.3390362858772278,
0.7311388850212097,
-0.656609833240509,
-0.22304682433605194,
1.4020062685012817,
0.4678437113761902,
1.0014554262161255,
0.024564150720834732,
0.8203265070915222,
0.4279027581214905,
0.07610076665878296,
-0.1823187619447708,
0.22266140580177307,
-0.1371176391839981,
-1.0580947399139404,
-0.29789358377456665,
-0.33877333998680115,
-1.0708333253860474,
-0.5098704695701599,
-0.4409485459327698,
-0.6352934241294861,
0.4316258132457733,
0.3794640898704529,
-0.30704638361930847,
0.33577442169189453,
-0.4666430354118347,
1.0964689254760742,
0.4418572783470154,
-0.1754862517118454,
-0.26902613043785095,
-0.45667460560798645,
0.23924081027507782,
0.15280629694461823,
0.21880583465099335,
-0.37519899010658264,
0.1129261702299118,
0.7699567079544067,
-0.6496040225028992,
0.6968956589698792,
-0.37906309962272644,
-0.16472205519676208,
0.7205771207809448,
-0.2527448534965515,
0.39271724224090576,
0.48277992010116577,
-0.16422472894191742,
0.13594719767570496,
0.3185775876045227,
-0.7826295495033264,
-0.04393014311790466,
0.7865843176841736,
-0.8326634168624878,
0.38746944069862366,
-0.4521654546260834,
-0.4131496548652649,
0.1990717649459839,
0.031333982944488525,
0.16936038434505463,
0.9269558787345886,
-0.410781592130661,
0.37749847769737244,
0.5061672925949097,
0.036083322018384933,
0.28940317034721375,
0.2260189801454544,
-0.5176998972892761,
-0.47829607129096985,
1.2882885932922363,
0.11833902448415756,
-0.04882875829935074,
0.5363513827323914,
0.45218658447265625,
-0.3553531765937805,
-0.11144573241472244,
-0.6141325831413269,
0.2015286237001419,
-0.41993990540504456,
-0.4452224373817444,
-0.41151896119117737,
-0.21158236265182495,
-0.4097844362258911,
-0.11568938940763474,
-0.4583667516708374,
-0.7359057664871216,
-0.6299422979354858,
-0.467148095369339,
1.2011375427246094,
0.8457506895065308,
-0.6580652594566345,
0.39364784955978394,
-0.9280065894126892,
0.7648813724517822,
0.2555249035358429,
0.9192414879798889,
-0.5634547472000122,
-0.6191167235374451,
-0.19982340931892395,
-0.04744824767112732,
-0.29355162382125854,
-0.689956545829773,
0.0332178995013237,
0.2603208124637604,
0.6474535465240479,
0.31824156641960144,
0.29984718561172485,
0.6169425845146179,
0.3410862684249878,
0.8792957067489624,
-0.03985981270670891,
-0.5131722092628479,
0.4699705243110657,
-0.5057353973388672,
0.45094847679138184,
0.6172630190849304,
0.40463247895240784,
-0.09937865287065506,
0.03151518478989601,
-0.9572381377220154,
-0.5037428140640259,
0.878253698348999,
0.295718789100647,
0.27272382378578186,
0.43252670764923096,
0.14697273075580597,
0.44913250207901,
-0.07480648905038834,
-0.7364895939826965,
-0.5221021771430969,
0.055097028613090515,
-0.3139946460723877,
0.13806648552417755,
-0.49552208185195923,
-0.256014883518219,
-0.2765949070453644,
0.8748229742050171,
-0.14065726101398468,
0.5648260712623596,
0.031525708734989166,
0.18095210194587708,
-0.41012752056121826,
-0.2950748801231384,
0.6285800933837891,
0.6033714413642883,
-0.5242114067077637,
-0.32436415553092957,
-0.017156114801764488,
-0.8157603740692139,
-0.38517364859580994,
0.464733362197876,
-0.2947969436645508,
-0.1720615029335022,
0.5322954654693604,
0.8024730086326599,
-0.7132294774055481,
-0.18135002255439758,
0.17351670563220978,
-0.15384814143180847,
-0.2765726149082184,
-0.385675311088562,
0.025041786953806877,
-0.012238264083862305,
0.21747557818889618,
0.18624167144298553,
-0.22326140105724335,
0.2076958864927292,
-0.3765358030796051,
0.2859433889389038,
0.2269146591424942,
-0.8281049132347107,
-0.5642510056495667,
0.4446770250797272,
0.4867052733898163,
-0.5476551055908203,
0.49384722113609314,
-0.13572072982788086,
0.16900402307510376,
0.7554236650466919,
-0.046526480466127396,
1.0639585256576538,
-0.39236441254615784,
0.4607570767402649,
0.8505771160125732,
0.010551993735134602,
0.6407424211502075,
1.1457186937332153,
-0.28481194376945496,
-0.5910493731498718,
-0.13052278757095337,
-0.8630039691925049,
-0.010919377207756042,
0.1583559215068817,
-1.0461982488632202,
0.8313503265380859,
-0.3166775107383728,
-0.3128187656402588,
-0.08192283660173416,
0.1532696634531021,
-0.9267852902412415,
0.23631979525089264,
0.15342530608177185,
1.2574596405029297,
-0.7724413871765137,
0.7414794564247131,
0.9017699956893921,
-0.3332369923591614,
-0.6614503264427185,
-0.3374771177768707,
0.0657070055603981,
-0.7962455153465271,
0.09843245893716812,
-0.053662046790122986,
0.39990314841270447,
-0.39308789372444153,
-0.6340441107749939,
-0.9109301567077637,
1.1216986179351807,
-0.01710863970220089,
-0.46722689270973206,
0.800793468952179,
0.11967340111732483,
0.27340006828308105,
-0.38924044370651245,
0.4170228838920593,
0.5138459801673889,
0.5255233645439148,
0.660762369632721,
-0.832531750202179,
-0.27890944480895996,
-0.34722885489463806,
-0.279504656791687,
0.2514301836490631,
-0.7702981233596802,
0.3954246938228607,
-0.14850109815597534,
0.2570444643497467,
0.3335375189781189,
0.8365388512611389,
0.16259492933750153,
0.43840205669403076,
0.40628373622894287,
0.7204840183258057,
0.44212889671325684,
-0.2520924210548401,
0.7712899446487427,
0.16443093121051788,
0.8281922936439514,
0.9689781665802002,
0.04482841491699219,
0.5202012062072754,
0.6797433495521545,
-0.2528562545776367,
0.34234869480133057,
0.6841890215873718,
-0.25405752658843994,
0.5048015117645264,
0.15825551748275757,
-0.06955111771821976,
-0.06541970372200012,
-0.25771376490592957,
-0.7758010625839233,
0.6376316547393799,
0.2732538878917694,
-0.5911840796470642,
-0.13242317736148834,
-0.1554855853319168,
-0.0015997886657714844,
-0.24028362333774567,
-0.4948897361755371,
0.9701898694038391,
-0.11532513052225113,
-0.15346987545490265,
0.25586017966270447,
-0.22099876403808594,
-0.10067875683307648,
-0.5812367796897888,
-0.49030280113220215,
-0.2507648169994354,
0.307674765586853,
-0.21782195568084717,
-0.8448196649551392,
0.8591997027397156,
-0.18181197345256805,
-0.14784790575504303,
-0.3075636923313141,
0.7437729835510254,
-0.43918681144714355,
-1.191418170928955,
0.03593657165765762,
0.11020179837942123,
0.17870384454727173,
0.3735002875328064,
-0.973674476146698,
0.43437543511390686,
-0.2729777693748474,
-0.4344477951526642,
0.33219224214553833,
0.2769426703453064,
0.18127822875976562,
0.45602691173553467,
0.5968697667121887,
0.028749315068125725,
-0.2974453866481781,
-0.048829447478055954,
0.7728912234306335,
-0.6395584940910339,
-0.7506471276283264,
-0.41912662982940674,
0.9181897044181824,
-0.3072679340839386,
-1.0225965976715088,
0.21356676518917084,
0.8464758396148682,
1.057667851448059,
-0.5990673303604126,
0.36094334721565247,
-0.744737982749939,
0.7641406059265137,
-0.4653644263744354,
0.7372537851333618,
-0.6516286730766296,
-0.31318947672843933,
-0.43557706475257874,
-0.9365336894989014,
-0.577792763710022,
0.6021369695663452,
0.21495135128498077,
0.035207293927669525,
0.4344516098499298,
1.099278211593628,
-0.1649816334247589,
0.2353811413049698,
0.3495318591594696,
0.19310805201530457,
0.09711278975009918,
0.04439041391015053,
0.5786830186843872,
-0.6240232586860657,
0.16271646320819855,
-0.4052697718143463,
-0.4290228486061096,
-0.3082909882068634,
-1.2903642654418945,
-0.9048871397972107,
-0.8154059052467346,
-0.5741507411003113,
-0.39491236209869385,
-0.2236754447221756,
1.078467845916748,
0.9435670971870422,
-1.2121045589447021,
-0.4370083212852478,
0.0356362946331501,
0.4190019369125366,
-0.18294508755207062,
-0.16794602572917938,
0.6305338144302368,
0.3051535189151764,
-0.6720700263977051,
-0.11346187442541122,
-0.06309062987565994,
0.08421630412340164,
-0.19493749737739563,
-0.0929425060749054,
-0.2631966173648834,
0.04482279345393181,
0.3101891875267029,
0.3032330274581909,
-0.22320854663848877,
-0.270907461643219,
-0.3423456847667694,
0.0817464217543602,
-0.13656222820281982,
0.8993732929229736,
-0.4790554344654083,
0.32085487246513367,
1.1258792877197266,
0.19156664609909058,
0.5348101258277893,
0.29266226291656494,
0.4853147566318512,
-0.45202985405921936,
0.22331412136554718,
-0.14773815870285034,
0.22992445528507233,
0.05607679486274719,
-0.39278870820999146,
0.9116591215133667,
0.48146453499794006,
-0.5001541972160339,
-0.79539555311203,
-0.13994257152080536,
-1.3350486755371094,
0.40988025069236755,
0.8706129789352417,
-0.09707868099212646,
-0.5713449120521545,
-0.018395917490124702,
-0.5767180323600769,
0.08006719499826431,
-0.7498332262039185,
0.5400310754776001,
0.4365693926811218,
0.19982466101646423,
-0.2200637310743332,
-0.4230785667896271,
0.6058186888694763,
-0.4538920819759369,
-0.9067294597625732,
-0.006079088430851698,
0.2960295081138611,
-0.045899491757154465,
0.21044132113456726,
0.5119960308074951,
-0.2656472623348236,
0.15925979614257812,
0.373137891292572,
0.3263140916824341,
-0.31355321407318115,
-0.5691354870796204,
-0.25884130597114563,
0.19639934599399567,
-0.3380051553249359,
-0.7485237121582031
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
thainer | null | 2023-01-25T14:45:41Z | 377 | 1 | null | [
"task_categories:token-classification",
"task_ids:named-entity-recognition",
"task_ids:part-of-speech",
"annotations_creators:expert-generated",
"annotations_creators:machine-generated",
"language_creators:found",
"language_creators:expert-generated",
"multilinguality:monolingual",
"size_categories:1K<n<10K",
"source_datasets:extended|other-tirasaroj-aroonmanakun",
"language:th",
"license:cc-by-3.0",
"region:us"
] | 2023-01-25T14:45:41Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- expert-generated
- machine-generated
language_creators:
- found
- expert-generated
language:
- th
license:
- cc-by-3.0
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- extended|other-tirasaroj-aroonmanakun
task_categories:
- token-classification
task_ids:
- named-entity-recognition
- part-of-speech
pretty_name: thainer
dataset_info:
features:
- name: id
dtype: int32
- name: tokens
sequence: string
- name: pos_tags
sequence:
class_label:
names:
'0': ADJ
'1': ADP
'2': ADV
'3': AUX
'4': CCONJ
'5': DET
'6': NOUN
'7': NUM
'8': PART
'9': PRON
'10': PROPN
'11': PUNCT
'12': SCONJ
'13': VERB
- name: ner_tags
sequence:
class_label:
names:
'0': B-DATE
'1': B-EMAIL
'2': B-LAW
'3': B-LEN
'4': B-LOCATION
'5': B-MONEY
'6': B-ORGANIZATION
'7': B-PERCENT
'8': B-PERSON
'9': B-PHONE
'10': B-TIME
'11': B-URL
'12': B-ZIP
'13': B-ไม่ยืนยัน
'14': I-DATE
'15': I-EMAIL
'16': I-LAW
'17': I-LEN
'18': I-LOCATION
'19': I-MONEY
'20': I-ORGANIZATION
'21': I-PERCENT
'22': I-PERSON
'23': I-PHONE
'24': I-TIME
'25': I-URL
'26': I-ไม่ยืนยัน
'27': O
config_name: thainer
splits:
- name: train
num_bytes: 8117902
num_examples: 6348
download_size: 5456461
dataset_size: 8117902
---
# Dataset Card for `thainer`
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** https://github.com/wannaphong/thai-ner
- **Repository:** https://github.com/wannaphong/thai-ner
- **Paper:**
- **Leaderboard:**
- **Point of Contact:** https://github.com/wannaphong/
### Dataset Summary
ThaiNER (v1.3) is a 6,456-sentence named entity recognition dataset created from expanding the 2,258-sentence [unnamed dataset](http://pioneer.chula.ac.th/~awirote/Data-Nutcha.zip) by [Tirasaroj and Aroonmanakun (2012)](http://pioneer.chula.ac.th/~awirote/publications/). It is used to train NER taggers in [PyThaiNLP](https://github.com/PyThaiNLP/pythainlp). The NER tags are annotated by [Tirasaroj and Aroonmanakun (2012)]((http://pioneer.chula.ac.th/~awirote/publications/)) for 2,258 sentences and the rest by [@wannaphong](https://github.com/wannaphong/). The POS tags are done by [PyThaiNLP](https://github.com/PyThaiNLP/pythainlp)'s `perceptron` engine trained on `orchid_ud`. [@wannaphong](https://github.com/wannaphong/) is now the only maintainer of this dataset.
### Supported Tasks and Leaderboards
- named entity recognition
- pos tagging
### Languages
Thai
## Dataset Structure
### Data Instances
```
{'id': 100, 'ner_tags': [27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27], 'pos_tags': [6, 12, 13, 1, 6, 5, 11, 7, 11, 6, 5, 13, 6, 6, 6, 11, 6, 6, 11, 6, 6, 11, 6, 6, 13, 6, 11, 11, 6, 11, 6, 11, 6, 11, 6, 11, 11, 6, 6, 11, 12, 6, 13, 5, 11, 7, 11, 6, 3, 11, 12, 3, 13, 6, 1, 6, 12, 13, 1, 6, 6, 5, 11, 3, 11, 5, 4, 6, 13, 6, 13, 6, 10, 3, 13, 13, 12, 13, 12, 0, 1, 10, 11, 6, 6, 11, 6, 11, 6, 12, 13, 5, 12, 3, 13, 13, 1, 6, 1, 6, 13], 'tokens': ['เชื้อโรค', 'ที่', 'ปรากฏ', 'ใน', 'สัตว์', 'ทั้ง', ' ', '4', ' ', 'ชนิด', 'นี้', 'เป็น', 'เชื้อ', 'โรคไข้หวัด', 'นก', ' ', 'เอช', 'พี', ' ', 'เอ', 'เวียน', ' ', 'อิน', 'ฟลู', 'เอน', 'ซา', ' ', '(', 'Hight', ' ', 'Polygenic', ' ', 'Avain', ' ', 'Influenza', ')', ' ', 'ชนิด', 'รุนแรง', ' ', 'ซึ่ง', 'การ', 'ตั้งชื่อ', 'ทั้ง', ' ', '4', ' ', 'ขึ้น', 'มา', ' ', 'เพื่อที่จะ', 'สามารถ', 'ระบุ', 'เชื้อ', 'ของ', 'ไวรัส', 'ที่', 'ทำอันตราย', 'ตาม', 'สิ่งมีชีวิต', 'ประเภท', 'ต่างๆ', ' ', 'ได้', ' ', 'อีก', 'ทั้ง', 'การ', 'ระบุ', 'สถานที่', 'คือ', 'ประเทศ', 'ไทย', 'จะ', 'ทำให้', 'รู้', 'ว่า', 'พบ', 'ที่', 'แรก', 'ใน', 'ไทย', ' ', 'ส่วน', 'วัน', ' ', 'เดือน', ' ', 'ปี', 'ที่', 'พบ', 'นั้น', 'ก็', 'จะ', 'ทำให้', 'ทราบ', 'ถึง', 'ครั้งแรก', 'ของ', 'การ', 'ค้นพบ']}
{'id': 107, 'ner_tags': [27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27, 27], 'pos_tags': [0, 1, 6, 5, 11, 12, 3, 3, 13, 6, 13, 12, 0, 2, 12, 11, 6, 5, 13, 6, 5, 1, 6, 6, 1, 10, 11, 4, 13, 6, 11, 12, 6, 6, 10, 11, 13, 6, 1, 6, 4, 6, 1, 6, 6, 11, 4, 6, 1, 5, 6, 12, 2, 13, 6, 6, 5, 1, 11, 12, 13, 1, 6, 6, 11, 13, 11, 6, 6, 6, 11, 11, 6, 11, 11, 4, 10, 11, 11, 6, 11], 'tokens': ['ล่าสุด', 'ใน', 'เรื่อง', 'นี้', ' ', 'ทั้งนี้', 'คง', 'ต้อง', 'มี', 'การ', 'ตรวจสอบ', 'ให้', 'ชัดเจน', 'อีกครั้ง', 'ว่า', ' ', 'ไวรัส', 'นี้', 'เป็น', 'ชนิด', 'เดียว', 'กับ', 'ไข้หวัด', 'นก', 'ใน', 'ไทย', ' ', 'หรือ', 'เป็น', 'การกลายพันธุ์', ' ', 'โดยที่', 'คณะ', 'สัตวแพทย์', 'มหาวิทยาลัยเกษตรศาสตร์', ' ', 'จัด', 'ระดมสมอง', 'จาก', 'คณบดี', 'และ', 'ผู้เชี่ยวชาญ', 'จาก', 'คณะ', 'สัตวแพทย์', ' ', 'และ', 'ปศุสัตว์', 'ของ', 'หลาย', 'มหาวิทยาลัย', 'เพื่อ', 'ร่วมกัน', 'หา', 'ข้อมูล', 'เรื่อง', 'นี้', 'ด้วย', ' ', 'โดย', 'ประสาน', 'กับ', 'เจ้าหน้าที่', 'ระหว่างประเทศ', ' ', 'คือ', ' ', 'องค์การ', 'สุขภาพ', 'สัตว์โลก', ' ', '(', 'OIE', ')', ' ', 'และ', 'องค์การอนามัยโลก', ' ', '(', 'WHO', ')']}
```
### Data Fields
- `id`: sentence id
- `tokens`: word tokens by [PyThaiNLP](https://github.com/PyThaiNLP/pythainlp)'s dictionary-based tokenizer `newmm`
- `pos_tags`: POS tags tagged by [PyThaiNLP](https://github.com/PyThaiNLP/pythainlp)'s `perceptron` engine trained on `orchid_ud`
- `ner_tags`: NER tags tagged by humans
### Data Splits
No explicit split is given
## Dataset Creation
### Curation Rationale
ThaiNER (v1.3) is a 6,456-sentence named entity recognition dataset created from expanding the 2,258-sentence [unnamed dataset](http://pioneer.chula.ac.th/~awirote/Data-Nutcha.zip) by [Tirasaroj and Aroonmanakun (2012)](http://pioneer.chula.ac.th/~awirote/publications/). It is used to train NER taggers in [PyThaiNLP](https://github.com/PyThaiNLP/pythainlp).
### Source Data
#### Initial Data Collection and Normalization
The earlier part of the dataset is all news articles, whereas the part added by [@wannaphong](https://github.com/wannaphong/) includes news articles, public announcements and [@wannaphong](https://github.com/wannaphong/)'s own chat messages with personal and sensitive information removed.
#### Who are the source language producers?
News articles and public announcements are created by their respective authors. Chat messages are created by [@wannaphong](https://github.com/wannaphong/).
### Annotations
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[Tirasaroj and Aroonmanakun (2012)](http://pioneer.chula.ac.th/~awirote/publications/) for the earlier 2,258 sentences and [@wannaphong](https://github.com/wannaphong/) for the rest
### Personal and Sensitive Information
News articles and public announcements are not expected to include personal and sensitive information. [@wannaphong](https://github.com/wannaphong/) has removed such information from his own chat messages.
## Considerations for Using the Data
### Social Impact of Dataset
- named entity recognition in Thai
### Discussion of Biases
Since almost all of collection and annotation is done by [@wannaphong](https://github.com/wannaphong/), his biases are expected to be reflected in the dataset.
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[Tirasaroj and Aroonmanakun (2012)](http://pioneer.chula.ac.th/~awirote/publications/) for the earlier 2,258 sentences and [@wannaphong](https://github.com/wannaphong/) for the rest
### Licensing Information
CC-BY 3.0
### Citation Information
```
@misc{Wannaphong Phatthiyaphaibun_2019,
title={wannaphongcom/thai-ner: ThaiNER 1.3},
url={https://zenodo.org/record/3550546},
DOI={10.5281/ZENODO.3550546},
abstractNote={Thai Named Entity Recognition},
publisher={Zenodo},
author={Wannaphong Phatthiyaphaibun},
year={2019},
month={Nov}
}
```
Work extended from:
[Tirasaroj, N. and Aroonmanakun, W. 2012. Thai NER using CRF model based on surface features. In Proceedings of SNLP-AOS 2011, 9-10 February, 2012, Bangkok, pages 176-180.](http://pioneer.chula.ac.th/~awirote/publications/)
### Contributions
Thanks to [@cstorm125](https://github.com/cstorm125) for adding this dataset. | [
-0.7089164853096008,
-0.49363765120506287,
0.07415071129798889,
0.22395095229148865,
-0.35935816168785095,
0.0026852404698729515,
-0.15941306948661804,
-0.3266785442829132,
0.7306458950042725,
0.39419472217559814,
-0.4888370931148529,
-0.8065772652626038,
-0.4420827329158783,
0.342312216758728,
0.011547169648110867,
0.9118375182151794,
-0.05068947747349739,
-0.25967317819595337,
0.33703261613845825,
-0.138433575630188,
-0.49163514375686646,
-0.280277281999588,
-0.5976588129997253,
-0.20562398433685303,
0.3370332419872284,
0.5029764771461487,
0.464577317237854,
0.6891778707504272,
0.6309473514556885,
0.24862544238567352,
-0.11088760197162628,
0.3565009534358978,
-0.1032671183347702,
-0.3340429961681366,
-0.13019634783267975,
-0.35933974385261536,
-0.4671592712402344,
-0.014431236311793327,
0.48968228697776794,
0.5930148363113403,
0.010357250459492207,
0.30493780970573425,
0.12080681324005127,
0.829882800579071,
-0.3679712414741516,
0.4451097846031189,
-0.3523756265640259,
0.08178573101758957,
-0.3172084391117096,
-0.4195568561553955,
-0.017769020050764084,
-0.6451886892318726,
0.057647962123155594,
-0.7688015103340149,
-0.16997413337230682,
0.11847339570522308,
1.5078442096710205,
0.05269927904009819,
-0.41254138946533203,
-0.25689229369163513,
-0.3464782238006592,
0.5482821464538574,
-0.7068735361099243,
0.26245608925819397,
0.6822466850280762,
0.15832994878292084,
-0.14330221712589264,
-0.756179928779602,
-0.9838888645172119,
0.25218093395233154,
-0.3751387894153595,
0.3074559271335602,
-0.18393360078334808,
-0.18983538448810577,
0.15947160124778748,
0.2466425895690918,
-0.6080714464187622,
-0.08912725001573563,
-0.43031197786331177,
-0.3039780557155609,
0.7179123163223267,
0.00617029657587409,
0.481243371963501,
-1.063899040222168,
-0.6310119032859802,
-0.03548816218972206,
-0.4644661247730255,
0.43793079257011414,
0.3049880862236023,
0.26791420578956604,
-0.48219242691993713,
0.726056694984436,
-0.4329392910003662,
0.46243196725845337,
0.14050628244876862,
-0.31077101826667786,
0.7495433688163757,
-0.8864172697067261,
-0.13313829898834229,
0.1811552792787552,
1.0527364015579224,
0.939132809638977,
0.13060347735881805,
0.11782795935869217,
-0.09453321993350983,
-0.11875399947166443,
-0.3132550120353699,
-0.7527751326560974,
-0.4277694821357727,
0.34647512435913086,
-0.5622990727424622,
-0.300342857837677,
0.26403599977493286,
-1.1651445627212524,
-0.2833026349544525,
-0.08641140908002853,
0.3489473760128021,
-0.5007222294807434,
-0.6027074456214905,
0.13414649665355682,
-0.16392002999782562,
0.5833012461662292,
0.1787906438112259,
-0.7271921634674072,
0.37128520011901855,
0.4331042468547821,
1.1207075119018555,
0.10859133303165436,
-0.2792491912841797,
-0.1940738558769226,
0.26913589239120483,
-0.34275463223457336,
0.8948802351951599,
-0.32784774899482727,
-0.38934993743896484,
-0.16712495684623718,
0.24047383666038513,
-0.33459484577178955,
-0.2654515504837036,
0.7870295643806458,
-0.37853553891181946,
0.334788978099823,
-0.4315648376941681,
-0.4333292543888092,
-0.21908538043498993,
0.43227601051330566,
-0.7719272971153259,
1.192984938621521,
0.07727330178022385,
-1.1916629076004028,
0.6059085130691528,
-0.9165088534355164,
-0.39898017048835754,
0.14919032156467438,
-0.2797551155090332,
-0.7072094082832336,
-0.4874500632286072,
0.6328632235527039,
0.5468919277191162,
-0.3127964735031128,
0.23140880465507507,
-0.03843278810381889,
-0.17963607609272003,
0.11183309555053711,
-0.07645430415868759,
1.233286738395691,
0.3507755398750305,
-0.5402712225914001,
0.09083761274814606,
-0.9722245931625366,
0.02553117834031582,
0.23443004488945007,
-0.3596837818622589,
-0.15319623053073883,
-0.24404340982437134,
0.04523949325084686,
0.4616883099079132,
0.3129405975341797,
-0.5444905757904053,
0.29879048466682434,
-0.6422818303108215,
0.6235595345497131,
0.7512346506118774,
0.47611624002456665,
0.4438766539096832,
-0.7638912796974182,
0.5598158836364746,
0.1538509726524353,
-0.036685310304164886,
-0.2418726533651352,
-0.7000187039375305,
-0.7678562998771667,
-0.4660663306713104,
0.4637148082256317,
0.6783283352851868,
-0.7629290819168091,
0.9776870608329773,
-0.8212913274765015,
-0.770925760269165,
-0.6994274854660034,
-0.04048960655927658,
0.055750373750925064,
0.7528506517410278,
0.3204488754272461,
-0.22701747715473175,
-0.9494656920433044,
-0.7067873477935791,
-0.1182403638958931,
-0.35533249378204346,
0.3962435722351074,
0.5522856712341309,
1.0208576917648315,
-0.1637391448020935,
1.140061616897583,
-0.5023624897003174,
-0.6438214182853699,
-0.3694533109664917,
-0.19670896232128143,
0.3112485706806183,
0.7085880637168884,
0.6765565276145935,
-1.1532702445983887,
-0.7871315479278564,
0.20987235009670258,
-0.8023144602775574,
0.09245944768190384,
-0.14376217126846313,
-0.06947124749422073,
0.1800939440727234,
0.4207878112792969,
-0.8007875084877014,
0.6138758063316345,
0.24768531322479248,
-0.4438127875328064,
0.6586238145828247,
-0.18069550395011902,
0.359894722700119,
-1.4555433988571167,
0.33576464653015137,
0.06250179558992386,
0.048845019191503525,
-0.5002607107162476,
-0.2613649070262909,
0.10397252440452576,
-0.08711414784193039,
-0.25368672609329224,
0.8027108311653137,
-0.3856370449066162,
0.29341694712638855,
0.21763010323047638,
-0.004002805799245834,
0.034706927835941315,
0.6352605819702148,
-0.0012786753941327333,
0.8678222298622131,
0.7649821043014526,
-0.6301082372665405,
0.1521538943052292,
0.2478712499141693,
-0.7662771344184875,
0.5802028179168701,
-0.5592188835144043,
-0.13227517902851105,
-0.11303696036338806,
0.39945319294929504,
-1.2980599403381348,
-0.5187361836433411,
0.7781504988670349,
-0.7118703722953796,
0.011147640645503998,
-0.16184189915657043,
-0.7120673060417175,
-0.660610556602478,
-0.6692863702774048,
0.16651487350463867,
0.29174116253852844,
-0.3585953116416931,
0.6824460625648499,
0.4284678101539612,
0.02870870567858219,
-0.5623342394828796,
-0.7328000664710999,
0.1498936116695404,
-0.4083695709705353,
-0.5746216177940369,
0.37156346440315247,
0.08463981002569199,
0.053591351956129074,
0.20363770425319672,
-0.04247153177857399,
-0.039505697786808014,
0.11613848060369492,
0.3440603017807007,
0.09413008391857147,
-0.14159071445465088,
-0.04725942760705948,
-0.26221194863319397,
-0.11763597279787064,
-0.16794238984584808,
-0.48813629150390625,
0.8512797355651855,
0.02451491169631481,
-0.1476636379957199,
-0.9809135794639587,
0.10594022274017334,
0.47621679306030273,
-0.6216561794281006,
0.9491121172904968,
0.7359603643417358,
-0.5460741519927979,
0.25487926602363586,
-0.5106099247932434,
0.1110362634062767,
-0.4559493362903595,
0.2483469694852829,
-0.6244085431098938,
-0.6874855160713196,
0.832953155040741,
-0.03456982970237732,
-0.08193403482437134,
0.8359407782554626,
0.5550482869148254,
-0.22074805200099945,
0.7651568651199341,
0.29785722494125366,
-0.1644778698682785,
0.4521951675415039,
-0.5869101881980896,
0.36219483613967896,
-0.7789362668991089,
-0.7296415567398071,
-0.6482299566268921,
-0.39310407638549805,
-0.9673634171485901,
-0.4664749205112457,
0.18589763343334198,
0.1129632368683815,
-0.2778775990009308,
0.42167145013809204,
-0.7679004669189453,
0.27392280101776123,
0.536676287651062,
0.25794631242752075,
0.10938587784767151,
-0.01886981911957264,
-0.3524397909641266,
-0.10615047812461853,
-0.7115471959114075,
-0.7258473634719849,
1.3024760484695435,
0.09984312206506729,
0.3505288362503052,
0.21094058454036713,
0.8611507415771484,
0.33690398931503296,
0.06980962306261063,
-0.49263468384742737,
0.6758148074150085,
0.2409469336271286,
-0.6719425320625305,
-0.26066261529922485,
-0.44373902678489685,
-1.4051645994186401,
0.19912958145141602,
-0.1395777016878128,
-0.9974136352539062,
0.5189157724380493,
-0.12779606878757477,
-0.4975784122943878,
0.5573996305465698,
-0.8765577077865601,
0.8883137702941895,
-0.17437773942947388,
-0.15416696667671204,
0.16762663424015045,
-0.8454871773719788,
0.16462454199790955,
0.049135737121105194,
0.4401077926158905,
-0.0977272018790245,
-0.27782613039016724,
1.025078296661377,
-0.6588489413261414,
0.6987186074256897,
-0.2633059024810791,
0.11120335012674332,
0.571296215057373,
-0.24164724349975586,
0.6878122091293335,
0.18212339282035828,
-0.1865931898355484,
0.1065557524561882,
-0.1848069578409195,
-0.35931894183158875,
-0.3467618227005005,
0.8814254403114319,
-1.0003153085708618,
-0.5360903739929199,
-0.6423436403274536,
-0.15004543960094452,
0.31107768416404724,
0.6011806726455688,
0.3325866758823395,
0.1528308242559433,
0.2643570899963379,
0.17466488480567932,
0.5857527852058411,
-0.28363513946533203,
0.4020843207836151,
0.2546922564506531,
-0.05677010864019394,
-0.9287760257720947,
1.0569655895233154,
0.4194360673427582,
-0.07327978312969208,
0.6426705718040466,
0.20421847701072693,
-0.41694673895835876,
-0.5385007262229919,
-0.2748119533061981,
0.2488185465335846,
-0.551568865776062,
-0.3652074337005615,
-0.9529025554656982,
-0.012125587090849876,
-0.9177554249763489,
-0.04936854541301727,
-0.006213420536369085,
-0.45255938172340393,
-0.2696475386619568,
-0.4651212990283966,
0.4908212423324585,
0.3261153995990753,
-0.31303179264068604,
0.14974352717399597,
-0.326477974653244,
0.3827730715274811,
0.11141780018806458,
0.341111958026886,
0.005881873425096273,
-0.34836795926094055,
-0.19943144917488098,
0.1545790433883667,
-0.15470415353775024,
-1.093919038772583,
0.6236262917518616,
0.19469663500785828,
0.4902473986148834,
0.34322836995124817,
0.039615318179130554,
0.8386805057525635,
-0.23439791798591614,
0.9584850072860718,
0.255308598279953,
-0.7618470788002014,
0.9239283204078674,
-0.40057119727134705,
0.24253730475902557,
0.6773403286933899,
0.6696160435676575,
-0.734988808631897,
0.03314328193664551,
-0.8152475953102112,
-1.1678308248519897,
0.8191060423851013,
0.2972799837589264,
-0.09187774360179901,
-0.16177742183208466,
0.3510913848876953,
-0.20068268477916718,
0.2088286429643631,
-1.0372377634048462,
-0.7399977445602417,
-0.40242907404899597,
-0.2502831220626831,
0.12946410477161407,
-0.07221280038356781,
0.05492967739701271,
-0.5370208024978638,
0.7165089845657349,
0.0838424414396286,
0.4076092839241028,
0.5925011038780212,
-0.0934876874089241,
0.0034583257511258125,
0.26623180508613586,
0.5459819436073303,
0.6162253618240356,
-0.28403306007385254,
0.20863161981105804,
0.06662862747907639,
-0.46701779961586,
0.11512462049722672,
0.19095636904239655,
-0.46925896406173706,
0.031052637845277786,
0.3354819118976593,
0.630558431148529,
0.0868009403347969,
-0.4942570626735687,
0.5628972053527832,
0.029624970629811287,
-0.502243161201477,
-0.4252453148365021,
-0.05398983508348465,
0.05064276605844498,
0.17465215921401978,
0.5663974285125732,
0.13997353613376617,
-0.088686004281044,
-0.5100953578948975,
0.2565060257911682,
0.1268213987350464,
-0.28705865144729614,
-0.2429250180721283,
0.8160250186920166,
-0.000655766692943871,
-0.4316718876361847,
0.35711145401000977,
-0.4699922502040863,
-0.7189479470252991,
0.7616622447967529,
0.19299836456775665,
0.7661715149879456,
-0.05362962558865547,
0.3096602261066437,
0.9619019627571106,
0.580431342124939,
0.07947079092264175,
0.5731104016304016,
-0.049763139337301254,
-0.6948086023330688,
-0.15271838009357452,
-0.5768690705299377,
0.22128795087337494,
0.2970501780509949,
-0.5420147180557251,
0.347749799489975,
-0.508834719657898,
-0.29784294962882996,
0.17867344617843628,
0.5728097558021545,
-0.8076808452606201,
0.2713527977466583,
-0.12489856034517288,
0.9170708060264587,
-0.8311458826065063,
0.7329168319702148,
0.9249630570411682,
-0.8457179665565491,
-1.048015832901001,
-0.010996793396770954,
-0.1711864322423935,
-0.6753177642822266,
0.680544376373291,
0.373939573764801,
0.3367849588394165,
0.09284202009439468,
-0.5286219120025635,
-0.9865431785583496,
1.4254131317138672,
0.03984411805868149,
-0.32530996203422546,
-0.019683942198753357,
0.26204678416252136,
0.47704842686653137,
-0.16896460950374603,
0.3032318353652954,
0.564176082611084,
0.6696534752845764,
-0.18771129846572876,
-1.1441844701766968,
0.2942429184913635,
-0.6295367479324341,
-0.012136279605329037,
0.06763909757137299,
-1.0465396642684937,
0.7729673385620117,
-0.15397757291793823,
-0.3033255338668823,
-0.07317905873060226,
0.6892224550247192,
0.28290098905563354,
0.34791725873947144,
0.4377090334892273,
0.7948716878890991,
0.9913820624351501,
-0.3202546536922455,
1.0113047361373901,
-0.5198089480400085,
0.5058698654174805,
0.8855241537094116,
-0.023266803473234177,
0.6760959029197693,
0.458457350730896,
-0.255057156085968,
0.5084912776947021,
0.9098406434059143,
-0.14473216235637665,
0.8106907606124878,
0.09625810384750366,
-0.11516415327787399,
0.0008296437445096672,
-0.2626228332519531,
-0.5180532932281494,
0.42920613288879395,
0.28908833861351013,
-0.30690234899520874,
-0.00100897834636271,
0.14399950206279755,
0.3041367530822754,
0.061740923672914505,
-0.3922004997730255,
0.8710772395133972,
-0.310171514749527,
-0.6779429912567139,
0.5936356782913208,
0.0909104198217392,
0.8918070197105408,
-0.5644897818565369,
0.0332944430410862,
-0.05769795924425125,
0.031512487679719925,
-0.5876304507255554,
-0.9615603089332581,
0.01049124076962471,
-0.08360832184553146,
-0.09959635138511658,
-0.17382116615772247,
0.7898422479629517,
-0.2405087947845459,
-0.5211777091026306,
-0.03792938217520714,
0.4057692289352417,
0.21369683742523193,
0.2037193477153778,
-0.8660882115364075,
-0.22719009220600128,
0.23541836440563202,
-0.28793150186538696,
0.1140422374010086,
0.8154283165931702,
-0.023847702890634537,
0.722495973110199,
0.7856865525245667,
0.34145262837409973,
0.2681368887424469,
-0.11070852726697922,
1.0208287239074707,
-0.8660510182380676,
-0.7164893746376038,
-0.95372474193573,
0.38393598794937134,
-0.3096366226673126,
-0.5747650265693665,
1.0601059198379517,
1.0115771293640137,
1.1541815996170044,
0.3043055832386017,
0.9832077622413635,
-0.5189849138259888,
0.4853251874446869,
-0.23147758841514587,
0.7994920611381531,
-0.6357830762863159,
0.17043602466583252,
-0.45591309666633606,
-0.46403074264526367,
-0.404281884431839,
1.0200072526931763,
-0.5548921823501587,
0.12021910399198532,
0.5358320474624634,
1.0679465532302856,
0.26835426688194275,
-0.02900916151702404,
-0.1992591917514801,
0.16636104881763458,
0.3694348633289337,
0.6660477519035339,
0.5335720181465149,
-0.7612401843070984,
0.6527653336524963,
-0.5465328693389893,
0.026619555428624153,
-0.2905959486961365,
-0.6764239072799683,
-0.7780734896659851,
-0.8177565336227417,
-0.6227486729621887,
-0.42792195081710815,
-0.04027809202671051,
1.240499496459961,
0.6158055663108826,
-0.7919585108757019,
-0.2745664119720459,
-0.23882965743541718,
0.24653077125549316,
-0.45339587330818176,
-0.28323039412498474,
0.9566124677658081,
0.042193491011857986,
-0.6860458254814148,
-0.21516279876232147,
0.2447344809770584,
0.09396570920944214,
0.03428691253066063,
-0.13388291001319885,
-0.8263763785362244,
-0.18586310744285583,
0.35179221630096436,
0.3444850444793701,
-0.6848602890968323,
-0.08805827051401138,
-0.049208447337150574,
-0.25650554895401,
0.5689620971679688,
0.3107517659664154,
-0.6587852239608765,
0.5631505250930786,
0.5486990213394165,
0.4872365891933441,
0.43510404229164124,
-0.014045189134776592,
-0.11110444366931915,
-0.5077517032623291,
0.06432127952575684,
0.18322834372520447,
0.3296560049057007,
0.22876128554344177,
-0.3131977915763855,
0.7215867638587952,
0.5244658589363098,
-0.31682533025741577,
-0.9785125851631165,
-0.2673912048339844,
-1.2780070304870605,
-0.008433077484369278,
1.2960630655288696,
-0.15257421135902405,
-0.49482741951942444,
-0.23020923137664795,
-0.47263017296791077,
0.5085407495498657,
-0.647136390209198,
0.6710671186447144,
0.7045903205871582,
0.021976588293910027,
-0.17894352972507477,
-0.5899596214294434,
0.5143269300460815,
0.23011906445026398,
-1.052666425704956,
-0.26476404070854187,
0.037184178829193115,
0.30529269576072693,
0.17761753499507904,
1.0531893968582153,
-0.12432124465703964,
0.29192259907722473,
-0.12585069239139557,
0.0658588781952858,
0.07142671197652817,
0.12840889394283295,
-0.061230599880218506,
0.24548429250717163,
-0.25721386075019836,
-0.4321352243423462
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
tmu_gfm_dataset | null | 2022-11-03T16:30:48Z | 377 | 2 | null | [
"task_categories:text2text-generation",
"annotations_creators:crowdsourced",
"language_creators:machine-generated",
"multilinguality:monolingual",
"size_categories:1K<n<10K",
"source_datasets:original",
"language:en",
"license:unknown",
"grammatical-error-correction",
"region:us"
] | 2022-11-03T16:30:48Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- crowdsourced
language_creators:
- machine-generated
language:
- en
license:
- unknown
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- original
task_categories:
- text2text-generation
task_ids: []
paperswithcode_id: null
pretty_name: TMU-GFM-Dataset
tags:
- grammatical-error-correction
dataset_info:
features:
- name: source
dtype: string
- name: output
dtype: string
- name: grammer
sequence: int32
- name: fluency
sequence: int32
- name: meaning
sequence: int32
- name: system
dtype: string
- name: ave_g
dtype: float32
- name: ave_f
dtype: float32
- name: ave_m
dtype: float32
splits:
- name: train
num_bytes: 1446144
num_examples: 4221
download_size: 1270197
dataset_size: 1446144
---
# Dataset Card for TMU-GFM-Dataset
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [N/A]
- **Repository:** https://github.com/tmu-nlp/TMU-GFM-Dataset
- **Paper:** [SOME: Reference-less Sub-Metrics Optimized for Manual Evaluations of Grammatical Error Correction](https://www.aclweb.org/anthology/2020.coling-main.573.pdf)
- **Leaderboard:** [N/A]
- **Point of Contact:** Check the paper.
### Dataset Summary
Authors collected manual evaluations for the grammaticality, fluency, and meaning preservation of the system outputs of 1,381 sentences from CoNLL 2013.
To collect the manual evaluations for various system outputs, each source sentence was corrected by the following five typical systems: statistical machine translation (SMT) (Grundkiewicz and Junczys-Dowmunt, 2018), recurrent neural network (RNN) (Luong et al., 2015), convolutional neural network (CNN) (Chollampatt and Ng, 2018), self-attention network (SAN) (Vaswani et al., 2017), and SAN with copy mechanism (SAN+Copy) (Zhao et al., 2019).
Manual evaluation for the grammaticality, fluency, and meaning preservation were assigned to a total of 4,223 sentences.
### Supported Tasks and Leaderboards
Grammatical Error Correction
### Languages
English
## Dataset Structure
### Data Instances
An example from the TMU-GFM-Dataset looks as follows:
```
{'ave_f': 3.4000000953674316,
'ave_g': 3.4000000953674316,
'ave_m': 3.5999999046325684,
'fluency': [3, 4, 3, 4, 3],
'grammer': [3, 4, 3, 4, 3],
'meaning': [3, 4, 4, 4, 3],
'output': 'After all, there will be an endless battle between the technology and human mentality.',
'source': 'Afterall there will be an endless battle between the technology and human mentality.',
'system': 'lstm,cnn'}
```
### Data Fields
The are 9 columns in the tmu-gfm-dataset.
- source: source sentence.
- output: system output sentence.
- grammer: Grammaticaliry annotations by 5 annotators.
- fluency: Fluency annotations by 5 annotators.
- meaning: Meaning Preservation annotations by 5 annotators.
- system: Which system the output sentence is from.
- ave_g: Average grammer score.
- ave_f: Average fluency score.
- ave_m: Average meaning score.
### Data Splits
Authors divided the dataset into train/dev/test with 3,376/422/423 sentences and used for fine-tuning BERT in thier paper.
## Dataset Creation
### Curation Rationale
The authors proposed a reference-less metric trained on manual evaluations of system outputs for grammatical error correction (GEC).
They said that previous studies have shown that reference-less metrics are promising; however, existing metrics are not optimized for manual evaluation of the system output because there is no dataset of system output with manual evaluation.
To achieve a better correlation with manual evaluation, they created a dataset to optimize each sub-metric to the manual evaluation of GEC systems. Their annotators evaluated the output of five typical GEC systems.
### Source Data
#### Initial Data Collection and Normalization
Authors collected manual evaluations for the grammaticality, fluency, and meaning preservation of the system outputs of 1,381 sentences from CoNLL 2013.
To collect the manual evaluations for various system outputs, each source sentence was corrected by the following five typical systems: statistical machine translation (SMT) (Grundkiewicz and Junczys-Dowmunt, 2018), recurrent neural network (RNN) (Luong et al., 2015), convolutional neural network (CNN) (Chollampatt and Ng, 2018), self-attention network (SAN) (Vaswani et al., 2017), and SAN with copy mechanism (SAN+Copy) (Zhao et al., 2019).
#### Who are the source language producers?
machine-generated
### Annotations
#### Annotation process
By excluding duplicate corrected sentences, manual evaluation for the grammaticality, fluency, and meaning preservation were assigned to a total of 4,223 sentences, as follows:
- Grammaticality: Annotators evaluated the grammatical correctness of the system output. The authors followed the five-point scale evaluation criteria (4: Perfect, 3: Comprehensible, 2: Somewhat comprehensible, 1: Incomprehensible, and 0: Other) proposed by Heilman et al. (2014).
- Fluency: Annotators evaluated how natural the sentence sounds for native speakers. The authors followed the criteria (4: Extremely natural, 3: Somewhat natural, 2: Somewhat unnatural, and 1: Extremely unnatural) proposed by Lau et al. (2015).
- Meaning preservation: Annotators evaluated the extent to which the meaning of source sentences is preserved in system output. The authors followed the criteria (4: Identical, 3: Minor differences, 2: Moderate differences, 1: Sub- stantially different, and 0: Other) proposed by Xu et al. (2016).
Finally, the authors created a dataset with manual evaluations for a total of 4,221 sentences, excluding sentences in which three or more annotators answered “0: Other.”
#### Who are the annotators?
Five native English annotators reqruited by using Amazon Mechaincal turk
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
@inproceedings{yoshimura-etal-2020-reference,
title = "{SOME}: Reference-less Sub-Metrics Optimized for Manual Evaluations of Grammatical Error Correction",
author = "Yoshimura, Ryoma and
Kaneko, Masahiro and
Kajiwara, Tomoyuki and
Komachi, Mamoru",
booktitle = "Proceedings of the 28th International Conference on Computational Linguistics",
month = dec,
year = "2020",
address = "Barcelona, Spain (Online)",
publisher = "International Committee on Computational Linguistics",
url = "https://www.aclweb.org/anthology/2020.coling-main.573",
pages = "6516--6522",
abstract = "We propose a reference-less metric trained on manual evaluations of system outputs for grammatical error correction (GEC). Previous studies have shown that reference-less metrics are promising; however, existing metrics are not optimized for manual evaluations of the system outputs because no dataset of the system output exists with manual evaluation. This study manually evaluates outputs of GEC systems to optimize the metrics. Experimental results show that the proposed metric improves correlation with the manual evaluation in both system- and sentence-level meta-evaluation. Our dataset and metric will be made publicly available.",
}
### Contributions
Thanks to [@forest1988](https://github.com/forest1988) for adding this dataset. | [
-0.2746279537677765,
-0.8640238046646118,
0.23386479914188385,
0.12977267801761627,
-0.1364736109972,
-0.18840406835079193,
-0.5103857517242432,
-0.2653176784515381,
0.24315747618675232,
0.1555386632680893,
-0.6179494857788086,
-0.6913672685623169,
-0.5241549611091614,
0.5027866363525391,
-0.24249757826328278,
1.1659201383590698,
-0.02759927324950695,
-0.030165452510118484,
-0.34565865993499756,
-0.19489774107933044,
-0.5448475480079651,
-0.741623044013977,
-0.41508710384368896,
-0.1706654131412506,
0.34384968876838684,
0.5499083995819092,
0.6264402270317078,
0.6945397853851318,
0.5139272809028625,
0.3200766444206238,
0.04451365023851395,
0.23995931446552277,
-0.48362258076667786,
-0.30736932158470154,
-0.14337289333343506,
-0.2996664345264435,
-0.6130202412605286,
-0.006118600722402334,
0.6646830439567566,
0.6377537846565247,
0.0024932194501161575,
0.3145274817943573,
0.20740026235580444,
0.7470307946205139,
-0.5036168098449707,
0.37476205825805664,
-0.3946651220321655,
0.019301634281873703,
-0.35248324275016785,
-0.16539958119392395,
-0.3377961218357086,
-0.42717427015304565,
-0.2104954570531845,
-0.6691427230834961,
0.2822539508342743,
-0.17545562982559204,
1.1216638088226318,
0.2964875102043152,
-0.16656915843486786,
-0.0915239155292511,
-0.5629604458808899,
0.6203274130821228,
-0.7898374199867249,
0.10393664985895157,
0.5218624472618103,
0.006404760759323835,
-0.13609516620635986,
-0.49381551146507263,
-0.5716753005981445,
-0.05538807436823845,
-0.41640928387641907,
0.3421840965747833,
-0.22833020985126495,
0.08919799327850342,
0.29179251194000244,
0.4608571231365204,
-0.3961053192615509,
-0.2764914631843567,
-0.44341573119163513,
-0.23960819840431213,
0.7682819962501526,
0.10575509816408157,
0.25358936190605164,
-0.33766189217567444,
0.007948917336761951,
-0.14578339457511902,
-0.2972119450569153,
-0.12700694799423218,
0.37903231382369995,
0.3256757855415344,
-0.3220200836658478,
0.6600945591926575,
-0.15691836178302765,
0.48171526193618774,
0.06671469658613205,
-0.16296423971652985,
0.6178892254829407,
-0.9134950637817383,
-0.4109468162059784,
-0.2786918878555298,
1.0187866687774658,
0.45488134026527405,
0.5482444763183594,
-0.18957214057445526,
-0.1848093718290329,
0.2528125047683716,
0.08847232162952423,
-0.3260529637336731,
-0.15735122561454773,
-0.020767489448189735,
-0.30273836851119995,
-0.30876588821411133,
0.3479584753513336,
-0.8249524831771851,
0.11359848827123642,
-0.3882104456424713,
0.3897068202495575,
-0.44064855575561523,
-0.1479768007993698,
0.07228470593690872,
-0.017988363280892372,
-0.15335127711296082,
0.04683593288064003,
-0.9529426097869873,
0.4538300037384033,
0.43673139810562134,
0.8163201212882996,
0.03510386869311333,
-0.2785550057888031,
-0.3125428557395935,
-0.04719623923301697,
-0.2896936237812042,
0.48299962282180786,
-0.2050558626651764,
-0.614565908908844,
0.10303038358688354,
0.2990097999572754,
-0.35676148533821106,
-0.3913683295249939,
0.7278510928153992,
-0.03840840607881546,
0.5254666805267334,
-0.37040844559669495,
-0.6348097920417786,
-0.17818590998649597,
0.04628613591194153,
-0.6236999034881592,
1.340024709701538,
0.07282807677984238,
-0.5472248792648315,
0.2603471875190735,
-0.8279269933700562,
-0.6057093739509583,
-0.20002123713493347,
0.07621550559997559,
-0.35188114643096924,
0.04712394252419472,
0.23779337108135223,
0.5640521049499512,
-0.022788114845752716,
0.6584015488624573,
-0.08580491691827774,
-0.3458029329776764,
0.1309158056974411,
-0.3934241831302643,
0.7928402423858643,
0.11068600416183472,
-0.5019820928573608,
-0.03449653089046478,
-0.8083449006080627,
-0.03564592823386192,
0.08224307000637054,
-0.4634169936180115,
-0.05470776557922363,
-0.11637584865093231,
0.05027210712432861,
0.18314580619335175,
0.18928185105323792,
-0.33400142192840576,
0.12743593752384186,
-0.3315272927284241,
0.4126398265361786,
0.6929569840431213,
0.03618762642145157,
0.43338000774383545,
-0.3781948387622833,
0.4204443395137787,
-0.10306267440319061,
0.2218480110168457,
-0.04610053822398186,
-0.44325029850006104,
-1.0255951881408691,
0.07497496157884598,
0.28897616267204285,
0.7575489282608032,
-0.5522122383117676,
0.8045475482940674,
-0.537003219127655,
-0.48813915252685547,
-0.5781644582748413,
0.27456822991371155,
0.6452347040176392,
0.6512801647186279,
0.5702678561210632,
-0.05233294889330864,
-0.6568283438682556,
-0.8030327558517456,
-0.10637785494327545,
-0.3231361210346222,
0.1644209772348404,
0.2027781754732132,
0.648804247379303,
-0.1881287395954132,
0.8137044906616211,
-0.43657854199409485,
-0.4713420569896698,
-0.16356606781482697,
-0.005273135844618082,
0.21104581654071808,
0.44858771562576294,
0.4707999527454376,
-0.3686254322528839,
-0.2442159652709961,
-0.052815262228250504,
-0.9249266386032104,
-0.3770608901977539,
-0.18221962451934814,
-0.28589457273483276,
0.6800061464309692,
0.5309881567955017,
-0.5196186304092407,
0.26755309104919434,
0.4735451638698578,
-0.48845458030700684,
0.6384192109107971,
-0.2441282570362091,
0.17751646041870117,
-1.1055669784545898,
0.3975179195404053,
0.14176853001117706,
-0.04534454271197319,
-0.5493922233581543,
-0.1576644331216812,
0.028231782838702202,
0.21971678733825684,
-0.19192171096801758,
0.43925440311431885,
-0.3878183662891388,
0.1686227172613144,
0.17798280715942383,
0.2551947236061096,
0.05955042690038681,
0.6398836970329285,
-0.33187219500541687,
0.7883166670799255,
0.08189202845096588,
-0.5583449006080627,
0.26268264651298523,
0.27697935700416565,
-0.18701918423175812,
0.5613940954208374,
-0.5163851976394653,
0.16901010274887085,
-0.19325976073741913,
0.09809560328722,
-0.9212620854377747,
-0.319938600063324,
0.5200104117393494,
-0.5277292728424072,
0.37360405921936035,
0.15993233025074005,
-0.6701031923294067,
-0.3112070560455322,
-0.21495985984802246,
-0.03953012079000473,
0.2515052855014801,
-0.1247023269534111,
0.4316091537475586,
0.17421258985996246,
-0.021718354895710945,
-0.524671196937561,
-1.0081342458724976,
0.1996694952249527,
-0.08257625252008438,
-0.671055793762207,
0.22340576350688934,
-0.16227926313877106,
-0.27135565876960754,
0.15983012318611145,
0.10026772320270538,
0.20293548703193665,
0.23921479284763336,
0.20861698687076569,
0.476771742105484,
-0.30180835723876953,
0.5898420810699463,
-0.14941149950027466,
-0.09756442904472351,
0.007840042933821678,
-0.2894487977027893,
0.2365487664937973,
-0.3131522238254547,
-0.040094245225191116,
-0.40565139055252075,
0.23660622537136078,
0.3656279444694519,
0.01664062589406967,
0.5883042216300964,
0.6106451153755188,
-0.4632585346698761,
0.3482344150543213,
-0.7278972864151001,
0.033320602029561996,
-0.41834747791290283,
0.36176297068595886,
-0.2570649981498718,
-0.6491624712944031,
0.44056108593940735,
0.46349650621414185,
0.08417756110429764,
0.88602215051651,
0.27888619899749756,
-0.07417795062065125,
0.4961407482624054,
0.4079291522502899,
-0.3834116756916046,
0.46403107047080994,
-0.31460052728652954,
-0.007521157618612051,
-0.5019251108169556,
-0.28244081139564514,
-0.6164932250976562,
-0.3995313346385956,
-0.541748046875,
-0.2629891037940979,
0.07182982563972473,
0.10584425926208496,
-0.2056364119052887,
0.3900265097618103,
-0.4224717319011688,
0.3116181194782257,
0.6271461248397827,
0.11964304745197296,
0.40294337272644043,
0.08024962246417999,
-0.2798949182033539,
-0.24442273378372192,
-0.5906606912612915,
-0.7492998838424683,
1.078627586364746,
0.15267689526081085,
0.32739540934562683,
0.0006373973446898162,
0.5811893939971924,
0.3710915446281433,
0.24211350083351135,
-0.7271525859832764,
0.7418654561042786,
-0.36346110701560974,
-0.5549544095993042,
-0.3953230082988739,
-0.43417787551879883,
-0.7878093123435974,
0.028429310768842697,
-0.4079403579235077,
-0.5903806686401367,
0.18137453496456146,
0.1992359161376953,
-0.33581459522247314,
0.23678241670131683,
-1.0420396327972412,
1.0156832933425903,
-0.18098638951778412,
-0.2032957822084427,
0.0163713525980711,
-0.7642791867256165,
0.16043925285339355,
-0.00003616700632846914,
0.20599870383739471,
-0.058200981467962265,
-0.11026638746261597,
0.7200692296028137,
-0.565891444683075,
0.8514089584350586,
-0.1853005290031433,
0.10478527098894119,
0.19911861419677734,
-0.23707661032676697,
0.31428050994873047,
-0.1629405915737152,
-0.19524602591991425,
0.3468833267688751,
-0.10853299498558044,
-0.19931508600711823,
-0.43892592191696167,
0.4735845625400543,
-0.8560343980789185,
-0.4764922261238098,
-0.36036282777786255,
-0.38062354922294617,
-0.09123887866735458,
0.2678987979888916,
0.43022266030311584,
0.2952933609485626,
-0.418159544467926,
0.20737729966640472,
0.2953264117240906,
-0.055545397102832794,
0.45568424463272095,
0.26278436183929443,
0.007389832753688097,
-0.7200985550880432,
0.6544416546821594,
0.4517040252685547,
0.3913085162639618,
0.4245211184024811,
0.07231280952692032,
-0.16782890260219574,
-0.14756321907043457,
-0.43204858899116516,
0.39406758546829224,
-0.6927748322486877,
-0.1993858963251114,
-0.6923701167106628,
-0.10304249078035355,
-0.5332045555114746,
-0.1450447291135788,
0.049934327602386475,
-0.5141651034355164,
-0.6637545824050903,
-0.43860238790512085,
0.43893101811408997,
0.5949333310127258,
-0.23180556297302246,
0.3210180699825287,
-0.5977460741996765,
0.10325245559215546,
-0.07349904626607895,
0.23420126736164093,
-0.1523205190896988,
-0.5153898596763611,
-0.37578296661376953,
0.26642879843711853,
-0.29158490896224976,
-0.6879276037216187,
0.29089969396591187,
0.5389729142189026,
0.43002447485923767,
0.25806137919425964,
-0.2187667191028595,
0.9098718166351318,
-0.3459925055503845,
0.9534708857536316,
0.050568144768476486,
-1.0773248672485352,
0.7483845949172974,
-0.3102162182331085,
0.4474138915538788,
0.8052283525466919,
0.021209947764873505,
-0.7591460347175598,
-0.39268386363983154,
-0.9013165831565857,
-0.7610127925872803,
0.7146458029747009,
0.1682547628879547,
0.2589954733848572,
-0.2846430540084839,
0.3045356869697571,
-0.042126283049583435,
0.10485559701919556,
-0.6688870787620544,
-0.5020939111709595,
-0.22693496942520142,
-0.4618447422981262,
-0.46817418932914734,
-0.26950111985206604,
-0.16411902010440826,
-0.3347901701927185,
1.0337483882904053,
-0.08843129873275757,
0.43447378277778625,
0.38988620042800903,
-0.21482908725738525,
-0.17373017966747284,
0.3717877268791199,
0.7303639650344849,
0.33580663800239563,
-0.13227532804012299,
-0.06653084605932236,
0.40977680683135986,
-0.7357016205787659,
0.08391690254211426,
0.17325134575366974,
-0.363773912191391,
0.35503125190734863,
0.39848220348358154,
0.7326622605323792,
0.36109548807144165,
-0.2680891454219818,
0.4600565433502197,
0.11237549781799316,
-0.4171804189682007,
-0.43234628438949585,
-0.04265317693352699,
0.053518522530794144,
-0.12371234595775604,
0.3481390178203583,
0.4170575737953186,
-0.017356455326080322,
-0.44937315583229065,
0.1153460144996643,
0.14797109365463257,
-0.19374774396419525,
-0.4138348400592804,
0.579023003578186,
0.17985956370830536,
-0.19727958738803864,
0.4382942020893097,
-0.2249036580324173,
-0.2186136096715927,
0.5374380946159363,
0.34795284271240234,
0.9369649887084961,
-0.13989666104316711,
0.30505311489105225,
0.6881901621818542,
0.5718996524810791,
-0.36605992913246155,
0.30011647939682007,
0.1799016147851944,
-0.6694616079330444,
-0.2799933850765228,
-0.3730832636356354,
-0.038408394902944565,
0.12352441996335983,
-0.5778632164001465,
0.48986557126045227,
-0.5315427184104919,
-0.3669677972793579,
-0.07549402117729187,
0.1890137493610382,
-0.7367722988128662,
0.34384065866470337,
0.05623691529035568,
0.8426636457443237,
-0.935535192489624,
0.6599920392036438,
0.6987097859382629,
-0.6061841249465942,
-0.8896353840827942,
-0.15955738723278046,
0.13279308378696442,
-0.544959545135498,
0.29778817296028137,
0.07785183936357498,
0.05242839455604553,
-0.13837768137454987,
-0.4016047716140747,
-0.8260042667388916,
1.1839838027954102,
0.6055005788803101,
-0.5161567330360413,
-0.07518476992845535,
0.21890482306480408,
0.7673646807670593,
-0.2378322184085846,
0.22094909846782684,
0.6868056654930115,
0.6556072235107422,
-0.12016332894563675,
-0.9973879456520081,
0.13966254889965057,
-0.6555716395378113,
0.014596751891076565,
0.02509220689535141,
-0.5916200876235962,
0.5639315247535706,
-0.1771945357322693,
-0.5109668970108032,
0.08099398016929626,
0.5471726059913635,
-0.09962254017591476,
0.1958267092704773,
0.3099048137664795,
0.6944696307182312,
1.0004462003707886,
-0.42147642374038696,
0.9657140374183655,
-0.12266284227371216,
0.3820739984512329,
1.1247822046279907,
0.2525423467159271,
0.7882468104362488,
0.4735686182975769,
-0.3219486176967621,
0.5063780546188354,
0.5303319096565247,
-0.2682618498802185,
0.3293074667453766,
0.04670464247465134,
-0.03648565337061882,
0.06066741794347763,
-0.15409334003925323,
-0.4153991937637329,
0.22770905494689941,
0.27294403314590454,
-0.6648501753807068,
0.055630143731832504,
-0.1312164068222046,
0.5269362926483154,
0.1637294441461563,
-0.2322615683078766,
0.7647702693939209,
0.009079470299184322,
-0.7589938044548035,
0.6474145650863647,
-0.037655092775821686,
0.8001907467842102,
-0.5135237574577332,
0.17141619324684143,
-0.45924514532089233,
0.17396937310695648,
-0.6021928787231445,
-0.6571193337440491,
0.45565104484558105,
0.16755393147468567,
-0.35423794388771057,
-0.19023600220680237,
0.7151366472244263,
-0.49161607027053833,
-0.6700851321220398,
0.2744261920452118,
0.45921576023101807,
0.16193103790283203,
0.2149495631456375,
-0.5344685912132263,
-0.0588977076113224,
0.026132717728614807,
-0.04467504471540451,
-0.05520577356219292,
0.5224514007568359,
0.03477742150425911,
0.36633217334747314,
0.4774734377861023,
0.14092034101486206,
0.03179136663675308,
0.26296019554138184,
0.6076180338859558,
-0.6121746301651001,
-0.2896159291267395,
-0.9794732928276062,
0.7122694849967957,
-0.13848721981048584,
-0.592046320438385,
0.7064799070358276,
0.576038658618927,
1.194157361984253,
-0.2569847106933594,
1.0239592790603638,
-0.1562204509973526,
0.3197765648365021,
-0.4296317398548126,
0.44742754101753235,
-0.4896443784236908,
0.06948183476924896,
-0.6051120162010193,
-0.762765645980835,
-0.553424060344696,
0.5660954713821411,
-0.41354039311408997,
0.0514376275241375,
0.7983113527297974,
0.8965234756469727,
0.10069222748279572,
0.10087036341428757,
0.22892461717128754,
0.2594568133354187,
-0.03762500733137131,
0.5513849258422852,
0.2691890299320221,
-0.824327290058136,
0.7572676539421082,
-0.2532948851585388,
-0.08339276164770126,
-0.3021083176136017,
-0.7916601896286011,
-0.6742615699768066,
-0.6439267992973328,
-0.4500882923603058,
-0.43212899565696716,
0.22685019671916962,
1.0133917331695557,
0.2226850688457489,
-0.9093275666236877,
-0.34310582280158997,
-0.0793360024690628,
-0.10855179280042648,
-0.37709882855415344,
-0.25574252009391785,
0.2835857570171356,
-0.442768394947052,
-0.653265655040741,
0.09940546005964279,
0.11433038860559464,
0.10915043205022812,
-0.06345423310995102,
-0.14918848872184753,
-0.4682522118091583,
-0.21506251394748688,
0.5067598819732666,
0.18170402944087982,
-0.7163510322570801,
-0.45079687237739563,
0.35091352462768555,
-0.36238783597946167,
0.140634685754776,
0.2902865707874298,
-0.5020118951797485,
0.44694897532463074,
0.4349455237388611,
0.5342080593109131,
0.1710878312587738,
0.0020770749542862177,
0.5743002891540527,
-0.8178791403770447,
-0.20195241272449493,
-0.07830403745174408,
0.6102789044380188,
0.5821285247802734,
-0.5011876821517944,
1.0078239440917969,
0.6437824964523315,
-0.5174157023429871,
-0.4522434175014496,
-0.29895469546318054,
-0.9186762571334839,
0.14786121249198914,
1.3951059579849243,
-0.20548218488693237,
-0.0677848532795906,
-0.05932724103331566,
-0.3121729791164398,
0.49160754680633545,
-0.532701849937439,
0.6781832575798035,
1.2443010807037354,
0.2679758667945862,
0.02409585379064083,
-0.5884224772453308,
0.4457971751689911,
0.5518240332603455,
-0.912855327129364,
-0.09838691353797913,
0.7321968078613281,
0.2801129221916199,
0.34522223472595215,
0.7220098376274109,
-0.26421189308166504,
0.2235632985830307,
-0.2419808954000473,
0.16743387281894684,
-0.0668637678027153,
-0.03962741419672966,
-0.49778804183006287,
-0.08691835403442383,
-0.2047463208436966,
-0.2745780050754547
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
mponty/code_tutorials | mponty | 2023-11-01T02:22:58Z | 377 | 4 | null | [
"task_categories:text-generation",
"size_categories:100K<n<1M",
"language:en",
"language:ru",
"language:zh",
"language:es",
"code",
"region:us"
] | 2023-11-01T02:22:58Z | 2023-10-31T14:32:09.000Z | 2023-10-31T14:32:09 | ---
dataset_info:
features:
- name: text
dtype: string
- name: url
dtype: string
- name: dump
dtype: string
- name: lang
dtype: string
- name: source
dtype: string
splits:
- name: train
num_bytes: 3124929718.313386
num_examples: 518410
download_size: 2971113091
dataset_size: 3124929718.313386
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
task_categories:
- text-generation
language:
- en
- ru
- zh
- es
tags:
- code
pretty_name: k
size_categories:
- 100K<n<1M
---
# Coding Tutorials
This comprehensive dataset consists of **500,000** documents, summing up to around **1.5 billion** tokens.
Predominantly composed of coding tutorials, it has been meticulously compiled from various web crawl datasets like **RefinedWeb**, **OSCAR**, and **Escorpius**.
The selection process involved a stringent filtering of files using regular expressions to ensure the inclusion of content that contains programming code (most of them).
These tutorials offer more than mere code snippets.
They provide an extensive context, including the rationale behind the code, the problem being addressed, and detailed step-by-step instructions.
This layered context is helpful for training a code-LM model, enabling it to discern the user intent behind a piece of code and thus facilitating more contextually relevant assistance.
### Programming Language Distribution
```
cpp ▏ 39% █████████████████████████
python ▏ 25% ████████████████
java ▏ 16% ██████████
csharp ▏ 3% ██
javascript ▏ 1% ▋
kotlin ▏ 1% ▋
other ▏ 14% █████████
```
### Natural language distribution
```
en ▏ 80% █████████████████████████
ru ▏ 16% █████
zh ▏ 2% ▋
es ▏ 2% ▋
``` | [
-0.3791894018650055,
-0.5453417897224426,
0.2684934437274933,
0.2355891913175583,
-0.11710107326507568,
0.24783706665039062,
-0.1778334677219391,
-0.0886874571442604,
0.04896749556064606,
0.4703769087791443,
-0.5965960621833801,
-0.942409098148346,
-0.28873276710510254,
0.13989925384521484,
-0.7169002294540405,
1.2580281496047974,
0.18747925758361816,
0.1443202793598175,
-0.20843230187892914,
0.1789824366569519,
-0.35739994049072266,
-0.3875490725040436,
-0.3483249843120575,
0.08196800947189331,
0.48009034991264343,
0.5735059380531311,
0.10760961472988129,
0.7252659201622009,
0.6061919927597046,
0.18713988363742828,
0.055302225053310394,
-0.1066351905465126,
-0.5377684831619263,
-0.17523013055324554,
-0.17018891870975494,
-0.5524737238883972,
-0.1658223569393158,
-0.0006644891109317541,
0.19931183755397797,
0.8289551734924316,
-0.23498167097568512,
0.39744704961776733,
0.08287742733955383,
0.8797760605812073,
-0.6567964553833008,
0.11555106192827225,
-0.31372785568237305,
0.013940954580903053,
-0.11831365525722504,
-0.3317430019378662,
-0.3849424719810486,
-0.36610427498817444,
0.13975846767425537,
-0.6341972947120667,
0.3500704765319824,
-0.03801475837826729,
0.6144967675209045,
0.13700805604457855,
-0.428838312625885,
-0.6731147766113281,
-0.2911006510257721,
0.8983802795410156,
-0.5051863193511963,
0.10314949601888657,
0.5854920148849487,
0.4195002615451813,
-0.10759607702493668,
-1.0204615592956543,
-0.32028159499168396,
0.00009795262303669006,
0.20555174350738525,
-0.12342070043087006,
-0.01537891011685133,
0.13868530094623566,
0.6154165267944336,
0.33223605155944824,
-0.6683035492897034,
0.10877268016338348,
-0.6755865812301636,
-0.34784233570098877,
0.45963409543037415,
0.075106680393219,
0.4520791172981262,
-0.23700658977031708,
-0.20789411664009094,
-0.18715190887451172,
-0.42192763090133667,
0.2132776379585266,
0.4767553508281708,
0.1047566831111908,
-0.34061184525489807,
0.47662943601608276,
-0.30944177508354187,
0.7723981142044067,
-0.10147246718406677,
-0.4994224011898041,
0.23761752247810364,
-0.67780601978302,
-0.44832733273506165,
-0.1391991376876831,
0.45225080847740173,
0.5362403988838196,
0.6050369143486023,
-0.2254292517900467,
0.05412120372056961,
0.01699020527303219,
0.5275043845176697,
-0.7923459410667419,
-0.32400310039520264,
0.5576610565185547,
-0.7624941468238831,
-0.3429367244243622,
0.3573901355266571,
-0.6975349187850952,
-0.3825845718383789,
-0.37283769249916077,
-0.1878414899110794,
-0.4510955512523651,
0.041101306676864624,
0.2737323045730591,
-0.47169193625450134,
0.45902907848358154,
0.1163659617304802,
-0.8493704795837402,
0.2892492115497589,
0.7687243223190308,
0.8013607263565063,
0.014155643992125988,
-0.3068048059940338,
-0.19481605291366577,
-0.020172059535980225,
-0.019735030829906464,
0.869101881980896,
-0.6429694890975952,
-0.39071086049079895,
0.2955990135669708,
0.20756736397743225,
-0.025056563317775726,
-0.32049527764320374,
0.37393951416015625,
-0.5465130805969238,
0.042028941214084625,
-0.32267844676971436,
-0.7442070245742798,
-0.4665730595588684,
0.22127896547317505,
-0.7538232803344727,
0.8867703080177307,
0.29611098766326904,
-0.712698757648468,
0.3345077335834503,
-0.8327422738075256,
-0.4254211187362671,
-0.07072456181049347,
0.002684488892555237,
0.13019976019859314,
-0.13653428852558136,
0.24013657867908478,
0.6074572205543518,
-0.20150186121463776,
0.23283369839191437,
-0.04072325676679611,
-0.5443552136421204,
0.30984655022621155,
-0.030990082770586014,
1.044792890548706,
0.5167331099510193,
-0.42157605290412903,
0.08911783248186111,
-0.9934142231941223,
-0.018186358734965324,
-0.13385550677776337,
-0.48169636726379395,
-0.1676107943058014,
-0.14588668942451477,
0.3717740476131439,
0.027855344116687775,
0.2039017230272293,
-0.32791727781295776,
0.6316491365432739,
-0.2577544152736664,
0.5203781723976135,
0.7551341652870178,
0.21161334216594696,
0.5133264064788818,
-0.19652745127677917,
0.9250315427780151,
-0.06368014961481094,
0.1473294049501419,
-0.616435170173645,
-0.3987386226654053,
-0.7619086503982544,
-0.2422904670238495,
0.24187475442886353,
0.6371208429336548,
-0.4425916373729706,
0.5355417728424072,
-0.10002043843269348,
-0.4584684669971466,
-0.3864890933036804,
0.3752286732196808,
0.532728910446167,
0.4545849859714508,
0.28745824098587036,
-0.17539042234420776,
-0.8694405555725098,
-0.6703609228134155,
-0.06116129085421562,
0.253410279750824,
-0.27147719264030457,
0.09625887125730515,
0.8504568338394165,
-0.3560696244239807,
0.8452364802360535,
-0.6753326058387756,
-0.16705989837646484,
-0.15094231069087982,
-0.33951079845428467,
0.29347819089889526,
0.5512996912002563,
0.8359249234199524,
-0.5655030608177185,
-0.6702256202697754,
-0.24741055071353912,
-0.7000901699066162,
-0.0787123292684555,
-0.31578001379966736,
-0.18988385796546936,
0.10055110603570938,
0.5767262578010559,
-0.08962159603834152,
0.37723395228385925,
0.48406481742858887,
-0.30505701899528503,
0.6335267424583435,
0.04591233655810356,
-0.007447816897183657,
-1.1632797718048096,
0.24648317694664001,
0.03463802486658096,
-0.198937326669693,
-0.29289719462394714,
0.6070870757102966,
0.09206650406122208,
-0.1101003885269165,
-0.33191072940826416,
0.3279604911804199,
-0.5288010239601135,
-0.03649022430181503,
-0.05231022089719772,
0.10532532632350922,
-0.04671882838010788,
0.65782630443573,
-0.28831493854522705,
1.0306155681610107,
0.9923582673072815,
-0.6265712380409241,
0.7275524139404297,
0.21274341642856598,
-0.4469276964664459,
0.37652313709259033,
-0.6317574977874756,
0.16048459708690643,
0.07912912964820862,
0.33713001012802124,
-0.9333623647689819,
-0.3341088891029358,
0.01757110469043255,
-0.4340056777000427,
0.13695721328258514,
-0.4095371961593628,
-0.5819970369338989,
-0.20866097509860992,
-0.7057064175605774,
0.02395159751176834,
0.6039970517158508,
-0.3968449831008911,
0.044081345200538635,
0.47010552883148193,
0.05679590627551079,
-0.8370418548583984,
-0.5048036575317383,
0.17456191778182983,
0.10970040410757065,
-0.54347163438797,
-0.1083388552069664,
-0.38407987356185913,
-0.05939693748950958,
-0.14454422891139984,
-0.04898460581898689,
-0.19142556190490723,
0.21772582828998566,
0.43847259879112244,
0.09343637526035309,
0.09056231379508972,
-0.19879384338855743,
-0.11118042469024658,
-0.1414726823568344,
0.031143968924880028,
-0.5407771468162537,
0.7970913648605347,
-0.09006520360708237,
-0.7172501683235168,
-0.36569905281066895,
0.3481758236885071,
0.23444059491157532,
0.07361569255590439,
0.6430257558822632,
0.6901375651359558,
-0.24536193907260895,
-0.3602164387702942,
-0.521539568901062,
0.1145317405462265,
-0.45689576864242554,
0.40126144886016846,
-0.12925498187541962,
-0.7248547673225403,
0.7711342573165894,
-0.0022605431731790304,
0.11572510749101639,
0.345314085483551,
0.21576717495918274,
-0.171645849943161,
1.030174970626831,
0.6659483313560486,
-0.5461899638175964,
0.5553171634674072,
-0.7193572521209717,
0.025386149063706398,
-0.6752752661705017,
-0.6265109777450562,
-0.8586505055427551,
-0.22093328833580017,
-0.7961511611938477,
-0.438054621219635,
0.05158175528049469,
0.09587004780769348,
-0.15526247024536133,
0.5590082406997681,
-0.7223126292228699,
0.7824804782867432,
0.924340009689331,
0.1362348198890686,
0.0017751420382410288,
0.2873286306858063,
-0.21464166045188904,
0.2337011843919754,
-0.6916677951812744,
-0.7256394624710083,
1.4345834255218506,
0.28316906094551086,
0.7998844385147095,
0.0703650563955307,
0.7680125832557678,
0.4498160779476166,
-0.11251164227724075,
-0.8404650092124939,
0.6584218144416809,
-0.156747505068779,
-0.5718507766723633,
-0.14885550737380981,
-0.12266788631677628,
-1.036365270614624,
-0.47237884998321533,
0.13221532106399536,
-0.6884123086929321,
-0.05882639065384865,
-0.11025933176279068,
-0.2579703629016876,
0.16363272070884705,
-0.7156885862350464,
0.8325422406196594,
0.07305705547332764,
-0.21022118628025055,
-0.29876628518104553,
-0.6649140119552612,
0.25579211115837097,
0.024140287190675735,
0.423441082239151,
0.34242454171180725,
0.0035271423403173685,
0.9187219142913818,
-0.49899181723594666,
0.936495840549469,
-0.2833966612815857,
-0.09882918745279312,
0.400287926197052,
-0.020381027832627296,
0.26620450615882874,
-0.05901617929339409,
0.09199606627225876,
0.10553927719593048,
0.19478514790534973,
-0.7954928874969482,
-0.27562838792800903,
0.71638023853302,
-0.5876420140266418,
-0.2562920153141022,
-0.3747107982635498,
-0.387663334608078,
0.25855734944343567,
0.23700591921806335,
0.21617558598518372,
0.6064518094062805,
0.022863339632749557,
0.5008496046066284,
0.8172726035118103,
-0.5511019825935364,
0.5214865803718567,
0.36663874983787537,
-0.06998386234045029,
-0.3850862979888916,
0.8861790299415588,
-0.030220018699765205,
-0.1563054323196411,
0.3714335560798645,
-0.13812609016895294,
-0.16824938356876373,
-0.7643560171127319,
-0.3257509768009186,
0.04019125923514366,
-1.0559741258621216,
-0.2901909649372101,
-0.5894744992256165,
-0.1384292095899582,
-0.6025143265724182,
-0.4774540662765503,
0.21038620173931122,
-0.44185003638267517,
-0.31402620673179626,
-0.35356077551841736,
0.33437788486480713,
0.7250498533248901,
0.205458402633667,
0.36989036202430725,
-1.0704768896102905,
0.35901349782943726,
0.14154797792434692,
0.5543621182441711,
0.1366625279188156,
-0.3930048644542694,
-0.6556283831596375,
0.0014631194062530994,
-0.14367268979549408,
-0.8791555166244507,
0.38004153966903687,
0.14797905087471008,
0.777550995349884,
0.7192463874816895,
-0.0456550233066082,
0.8302217125892639,
-0.33505961298942566,
1.175443172454834,
0.0421350859105587,
-0.8023112416267395,
0.631926417350769,
-0.4395030438899994,
0.352742999792099,
0.7626702785491943,
0.45707160234451294,
-0.5156868100166321,
-0.2664787471294403,
-0.5985111594200134,
-0.9010158181190491,
0.8523597717285156,
0.12390094995498657,
0.31267356872558594,
0.002720906399190426,
0.40241414308547974,
0.054909899830818176,
0.23603929579257965,
-0.6937893033027649,
-0.3960830867290497,
-0.19644705951213837,
-0.35566821694374084,
0.30657535791397095,
-0.36608219146728516,
-0.2188374102115631,
-0.2255621701478958,
0.4699326157569885,
-0.15521907806396484,
0.26030847430229187,
-0.10921306163072586,
-0.42066365480422974,
0.21087871491909027,
-0.006840680725872517,
0.8398993015289307,
0.9045537710189819,
-0.33526256680488586,
0.15877418220043182,
-0.12822136282920837,
-0.8421891331672668,
-0.21173448860645294,
-0.11203178018331528,
-0.16006171703338623,
-0.1714644879102707,
0.7670595049858093,
0.5234538912773132,
0.19654476642608643,
-1.0561857223510742,
0.46766990423202515,
0.10513893514871597,
-0.0022506823297590017,
-0.5497782826423645,
0.5284679532051086,
0.09013985842466354,
0.041224703192710876,
0.6544796824455261,
-0.006074049510061741,
0.4049885869026184,
-0.6168397665023804,
0.2922351062297821,
0.148553729057312,
-0.10006821155548096,
-0.18053355813026428,
0.4065723121166229,
0.45320793986320496,
-0.3146612346172333,
0.6112834215164185,
-0.30683261156082153,
-0.6902324557304382,
1.1259065866470337,
0.3488270044326782,
0.9320586919784546,
0.2019394040107727,
0.12668666243553162,
0.697465717792511,
0.17401960492134094,
-0.21141564846038818,
0.4527047276496887,
-0.33427608013153076,
-0.4642087519168854,
-0.3787368834018707,
-0.7665649056434631,
-0.424800306558609,
-0.057416923344135284,
-0.7080745100975037,
0.28818297386169434,
-0.6378848552703857,
0.1812329888343811,
0.10033199191093445,
0.14341989159584045,
-0.9205494523048401,
0.15266767144203186,
-0.04269281402230263,
1.4435142278671265,
-0.7827636003494263,
0.76152503490448,
0.7769091129302979,
-0.9780224561691284,
-0.68448805809021,
-0.2260645031929016,
-0.062479011714458466,
-0.8339305520057678,
0.6834297180175781,
0.33986809849739075,
0.17139217257499695,
0.15237212181091309,
-1.116944670677185,
-0.6180132627487183,
1.0155977010726929,
0.017347974702715874,
-0.5993302464485168,
-0.19403749704360962,
0.012044873088598251,
0.4981524646282196,
-0.3633459508419037,
0.36636587977409363,
0.5263968706130981,
0.4491652548313141,
-0.1669539213180542,
-0.8755688071250916,
-0.10443663597106934,
-0.39509597420692444,
-0.06953886896371841,
-0.28643694519996643,
-0.413709819316864,
0.5942889451980591,
-0.26312389969825745,
-0.06611957401037216,
-0.15449386835098267,
0.09223616123199463,
0.2080567330121994,
0.36226582527160645,
0.31169751286506653,
0.15939539670944214,
0.6911622881889343,
0.18062758445739746,
1.1644359827041626,
-0.7008712291717529,
0.2783133089542389,
0.8956961035728455,
0.2529095411300659,
0.5198125243186951,
0.49763211607933044,
-0.5680571794509888,
0.8204634189605713,
0.8392041921615601,
-0.43660858273506165,
0.31860774755477905,
0.14633646607398987,
0.033736325800418854,
-0.08965997397899628,
-0.012936513870954514,
-0.3306651711463928,
0.2965383529663086,
0.2150581181049347,
-0.40885263681411743,
-0.07171348482370377,
-0.06813310086727142,
0.15401425957679749,
0.11101965606212616,
-0.2840556800365448,
0.9625402092933655,
-0.01216604933142662,
-0.5714125633239746,
0.5216026306152344,
0.14556188881397247,
0.8313968181610107,
-0.7699538469314575,
-0.21066288650035858,
-0.304231196641922,
-0.13549712300300598,
-0.5883981585502625,
-0.8426058292388916,
0.06422238051891327,
0.4047071039676666,
-0.36919060349464417,
-0.2652023136615753,
0.6902984380722046,
-0.1621823012828827,
-0.424799382686615,
0.2182505875825882,
0.21729831397533417,
0.5566202402114868,
-0.07220645248889923,
-0.5272882580757141,
-0.1704133301973343,
0.22018684446811676,
-0.3020600378513336,
0.38740748167037964,
0.2945406138896942,
0.052251312881708145,
0.8962751030921936,
1.0160064697265625,
-0.04095904156565666,
0.1657591611146927,
0.3471037447452545,
1.0597636699676514,
-0.8031716346740723,
-0.6161325573921204,
-0.691440761089325,
0.749230682849884,
-0.3128131330013275,
-0.15887586772441864,
0.9337522387504578,
0.8039580583572388,
1.0882689952850342,
-0.32852718234062195,
0.9725465178489685,
-0.1772080659866333,
0.31496351957321167,
-0.550900936126709,
0.49451375007629395,
-0.2699911594390869,
0.5107294917106628,
-0.3542241156101227,
-0.9159876704216003,
-0.2624841332435608,
0.8183114528656006,
0.15826831758022308,
0.07582037895917892,
0.6733417510986328,
0.7380239963531494,
-0.02700112946331501,
-0.2547755837440491,
0.12775586545467377,
-0.270683228969574,
0.2581215500831604,
0.4378572702407837,
0.4619179666042328,
-0.4495294392108917,
0.7473568320274353,
-0.3649733066558838,
-0.20336772501468658,
-0.47088372707366943,
-0.9945681095123291,
-0.9837668538093567,
-0.4915940761566162,
-0.2668573558330536,
-0.45878297090530396,
-0.23840752243995667,
1.1264376640319824,
0.8445108532905579,
-1.1936994791030884,
-0.31906071305274963,
-0.16484969854354858,
0.2611823081970215,
-0.2967098355293274,
-0.22490841150283813,
0.3553210496902466,
-0.5436648726463318,
-0.8012010455131531,
0.35980498790740967,
-0.11847680062055588,
-0.15852437913417816,
-0.5402567386627197,
-0.013596978038549423,
-0.1680792272090912,
-0.05011435225605965,
0.5455777645111084,
0.11049912124872208,
-0.44204163551330566,
-0.18279607594013214,
0.463765025138855,
-0.2975800335407257,
-0.08270343393087387,
0.8902736902236938,
-0.7987757325172424,
0.486589252948761,
0.6911623477935791,
0.4027264416217804,
0.32105928659439087,
-0.03338995575904846,
0.4193408191204071,
-1.0424095392227173,
0.2966110408306122,
-0.07254036515951157,
0.3253658711910248,
0.1292259395122528,
-0.324990451335907,
0.8124449849128723,
0.2094014585018158,
-0.4638691842556,
-0.992202877998352,
0.14487265050411224,
-1.2371987104415894,
-0.4423522353172302,
1.2244195938110352,
-0.286592572927475,
-0.109776571393013,
-0.41251224279403687,
-0.5218316316604614,
0.4330745041370392,
-0.5615819692611694,
0.8057780265808105,
0.693908154964447,
-0.023971881717443466,
-0.10875222831964493,
-0.6618260145187378,
0.5844600796699524,
-0.11914271116256714,
-0.7816083431243896,
-0.1799854338169098,
0.631532609462738,
0.5314432978630066,
0.2298075556755066,
0.4255482852458954,
0.24423512816429138,
0.25573471188545227,
0.24113431572914124,
0.27473706007003784,
-0.36708107590675354,
-0.21905678510665894,
-0.3975832760334015,
0.3261381685733795,
-0.013369997031986713,
-0.33090564608573914
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
cail2018 | null | 2022-11-18T19:24:58Z | 376 | 8 | chinese-ai-and-law-cail-2018 | [
"task_categories:other",
"annotations_creators:found",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:1M<n<10M",
"source_datasets:original",
"language:zh",
"license:unknown",
"judgement-prediction",
"arxiv:1807.02478",
"region:us"
] | 2022-11-18T19:24:58Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- found
language_creators:
- found
language:
- zh
license:
- unknown
multilinguality:
- monolingual
size_categories:
- 1M<n<10M
source_datasets:
- original
task_categories:
- other
task_ids: []
paperswithcode_id: chinese-ai-and-law-cail-2018
pretty_name: CAIL 2018
tags:
- judgement-prediction
dataset_info:
features:
- name: fact
dtype: string
- name: relevant_articles
sequence: int32
- name: accusation
sequence: string
- name: punish_of_money
dtype: float32
- name: criminals
sequence: string
- name: death_penalty
dtype: bool
- name: imprisonment
dtype: float32
- name: life_imprisonment
dtype: bool
splits:
- name: exercise_contest_train
num_bytes: 220112732
num_examples: 154592
- name: exercise_contest_valid
num_bytes: 21702157
num_examples: 17131
- name: exercise_contest_test
num_bytes: 41057634
num_examples: 32508
- name: first_stage_train
num_bytes: 1779657510
num_examples: 1710856
- name: first_stage_test
num_bytes: 244335194
num_examples: 217016
- name: final_test
num_bytes: 44194707
num_examples: 35922
download_size: 984551626
dataset_size: 2351059934
---
---
# Dataset Card for CAIL 2018
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [Github](https://github.com/thunlp/CAIL/blob/master/README_en.md)
- **Repository:** [Github](https://github.com/thunlp/CAIL)
- **Paper:** [Arxiv](https://arxiv.org/abs/1807.02478)
- **Leaderboard:**
- **Point of Contact:**
### Dataset Summary
[More Information Needed]
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
[More Information Needed]
## Dataset Structure
### Data Instances
[More Information Needed]
### Data Fields
[More Information Needed]
### Data Splits
[More Information Needed]
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
[More Information Needed]
### Contributions
Thanks to [@JetRunner](https://github.com/JetRunner) for adding this dataset. | [
-0.4401416778564453,
-0.36487114429473877,
0.08908834308385849,
0.23512189090251923,
-0.19694434106349945,
0.2576543390750885,
-0.08125647902488708,
-0.4522099792957306,
0.3387708067893982,
0.6427192687988281,
-0.8257112503051758,
-1.101172924041748,
-0.650075376033783,
-0.09082900732755661,
-0.2878795564174652,
1.3718422651290894,
0.03532745689153671,
-0.16037972271442413,
0.15655696392059326,
-0.36129721999168396,
-0.5722468495368958,
-0.4059009552001953,
-0.6330732107162476,
0.05634349584579468,
0.6222137808799744,
0.8686076998710632,
0.7429156303405762,
0.8747643828392029,
0.6889384388923645,
0.2354281097650528,
0.007907798513770103,
0.06303459405899048,
-0.5888509154319763,
-0.2704148590564728,
-0.13196952641010284,
-0.12043239176273346,
-0.8135066032409668,
-0.06833568960428238,
0.8322393894195557,
0.7018621563911438,
-0.0790296196937561,
0.7729824185371399,
0.34137794375419617,
0.691521942615509,
-0.7454764246940613,
0.6851332783699036,
-0.35665789246559143,
-0.01928357407450676,
-0.6230496168136597,
0.013118382543325424,
-0.004597576335072517,
-0.3678295314311981,
-0.08693975955247879,
-0.6604571342468262,
0.26684194803237915,
0.15838421881198883,
0.8636810779571533,
-0.007866044528782368,
-0.3025503158569336,
-0.32899361848831177,
-0.40292060375213623,
0.6765030026435852,
-0.7067292928695679,
0.4070594906806946,
0.44400733709335327,
0.3470782935619354,
-0.022433316335082054,
-1.1717702150344849,
-0.4795458912849426,
0.09306827187538147,
-0.11033418774604797,
0.16825266182422638,
-0.17212806642055511,
0.09831292927265167,
0.5127394199371338,
0.4729243218898773,
-0.636304497718811,
-0.38991066813468933,
-0.8244883418083191,
-0.312069296836853,
1.045517921447754,
0.43335339426994324,
0.13643509149551392,
-0.11922334134578705,
-0.10587538033723831,
-0.38833361864089966,
-0.40470680594444275,
0.12380961328744888,
0.4966411590576172,
0.4208618104457855,
-0.7276017069816589,
0.6608128547668457,
-0.19364948570728302,
0.5533406138420105,
-0.15177367627620697,
-0.06061071529984474,
0.6372902393341064,
-0.5937990546226501,
-0.19751636683940887,
0.20756050944328308,
0.8212981224060059,
0.3820158839225769,
-0.060780253261327744,
0.12890753149986267,
-0.138025164604187,
-0.4024714529514313,
-0.11490382254123688,
-0.6961228847503662,
-0.48373904824256897,
0.47411009669303894,
-0.6711131930351257,
-0.39029592275619507,
0.21607255935668945,
-1.149867057800293,
-0.39497077465057373,
-0.22440364956855774,
0.07250546663999557,
0.08679378777742386,
-0.15919312834739685,
-0.1174955815076828,
-0.04072466120123863,
0.4400780200958252,
0.1713394969701767,
-0.766855776309967,
0.670976996421814,
0.4793395698070526,
0.967927873134613,
-0.10234329849481583,
-0.15346969664096832,
-0.5977128744125366,
0.32684075832366943,
-0.0862979143857956,
0.36565864086151123,
-0.2396804541349411,
-0.74101322889328,
0.11328722536563873,
0.33079031109809875,
-0.007988812401890755,
-0.06847082823514938,
0.9593562483787537,
-0.3105734884738922,
0.17246951162815094,
-0.7500930428504944,
-0.14894714951515198,
-0.02552102319896221,
0.3347908854484558,
-1.2381007671356201,
1.2415523529052734,
0.14862313866615295,
-0.9480414390563965,
0.30194568634033203,
-1.205257534980774,
-0.3723841905593872,
0.1742083579301834,
-0.195143461227417,
-0.573499321937561,
-0.5596153140068054,
0.1409841626882553,
0.4596797525882721,
-0.5070484280586243,
0.35530516505241394,
-0.19331349432468414,
-0.12853088974952698,
-0.06968921422958374,
-0.21044379472732544,
1.4048947095870972,
0.6481817364692688,
-0.34280920028686523,
0.1581195592880249,
-0.8540864586830139,
-0.251126766204834,
0.1858382225036621,
-0.3421344757080078,
0.3234224021434784,
-0.23994556069374084,
0.6080539226531982,
0.12181582301855087,
0.533745527267456,
-0.3707008957862854,
0.1454462856054306,
-0.050718892365694046,
0.19834548234939575,
0.6865272521972656,
0.22260507941246033,
0.31093138456344604,
-0.5665102005004883,
0.5669887065887451,
0.2248784452676773,
0.6557281613349915,
0.29639291763305664,
-0.7023596167564392,
-0.8540599346160889,
-0.17472949624061584,
0.20934590697288513,
0.7247626185417175,
-0.44917532801628113,
0.5042345523834229,
-0.4302038550376892,
-0.8446164727210999,
-0.5460008978843689,
0.35356760025024414,
0.39181268215179443,
0.6291459798812866,
0.4452817738056183,
-0.5938360691070557,
-0.9555269479751587,
-0.8139358758926392,
0.1021287739276886,
-0.3389936685562134,
0.5170140266418457,
0.45579901337623596,
0.90812748670578,
-0.1144554615020752,
0.7641552090644836,
-0.6771122217178345,
-0.2544003427028656,
-0.5042859315872192,
0.0035874859895557165,
0.2113112062215805,
0.6887663006782532,
0.5143766403198242,
-0.9304705262184143,
-0.31230926513671875,
-0.22085407376289368,
-0.48028695583343506,
-0.12863190472126007,
-0.04854315519332886,
-0.2886185348033905,
0.08761458843946457,
0.27859681844711304,
-0.1294945776462555,
0.7761809229850769,
0.6058483719825745,
-0.5901808738708496,
0.5767470598220825,
0.17675065994262695,
0.3029676675796509,
-1.3763774633407593,
0.6336353421211243,
-0.0035941703245043755,
0.12111406773328781,
-0.5670167803764343,
-0.13254323601722717,
-0.0614982433617115,
-0.11110526323318481,
-0.5309876203536987,
0.8183532357215881,
-0.3187826871871948,
0.14781096577644348,
0.24621497094631195,
-0.23119254410266876,
0.06514806300401688,
0.4502868950366974,
-0.03988731652498245,
0.6505658030509949,
0.6615877747535706,
-0.6827936172485352,
0.33242934942245483,
0.36935219168663025,
-0.4201352000236511,
0.2684556245803833,
-0.8919833302497864,
-0.15273700654506683,
-0.20221294462680817,
0.27062690258026123,
-1.0687534809112549,
-0.39520779252052307,
0.722512423992157,
-0.5293443202972412,
0.18215246498584747,
-0.30507734417915344,
-0.689281165599823,
-0.27924904227256775,
-0.4253939688205719,
0.4587589204311371,
0.353222519159317,
-0.20549534261226654,
0.5404773354530334,
0.6859752535820007,
0.12003054469823837,
-0.763957142829895,
-0.9717845916748047,
0.09970514476299286,
-0.21060916781425476,
-0.5850867629051208,
0.4938282072544098,
-0.36448800563812256,
-0.28144606947898865,
-0.023723317310214043,
0.38982629776000977,
-0.08581957221031189,
0.17832866311073303,
0.35048002004623413,
0.2569684088230133,
-0.06894632428884506,
-0.09181452542543411,
-0.24838870763778687,
0.12911859154701233,
-0.06772540509700775,
-0.11926371604204178,
0.49344438314437866,
-0.06657633185386658,
-0.46903613209724426,
-0.32263487577438354,
0.22121436893939972,
0.29663729667663574,
-0.4895043969154358,
0.7685864567756653,
1.0803321599960327,
-0.4633113741874695,
0.23494842648506165,
-0.6053580045700073,
0.033400461077690125,
-0.42648258805274963,
0.21457335352897644,
-0.1598413735628128,
-0.593437135219574,
1.139310359954834,
0.4135603606700897,
0.58567214012146,
0.8288580775260925,
0.6045162677764893,
0.28163233399391174,
0.9893012046813965,
0.47317466139793396,
-0.39180049300193787,
0.7325541973114014,
-0.7453092336654663,
-0.058683861047029495,
-0.8241543769836426,
-0.6656889319419861,
-0.8986217975616455,
-0.3122560381889343,
-0.8573803901672363,
-0.3505631387233734,
0.013585958629846573,
-0.016989434137940407,
-0.5241044163703918,
0.3842983543872833,
-0.5331346988677979,
0.32231542468070984,
0.7339797616004944,
-0.03319516032934189,
0.07438495010137558,
-0.08125809580087662,
-0.12286531925201416,
0.2901419997215271,
-0.6363185048103333,
-0.5607317686080933,
1.226417064666748,
0.44668394327163696,
0.5146751403808594,
0.3725757598876953,
0.8665580153465271,
0.5201343297958374,
0.1619611382484436,
-0.3560087978839874,
0.5777934193611145,
-0.1180541068315506,
-0.8431911468505859,
-0.25468170642852783,
-0.21019333600997925,
-1.0590531826019287,
-0.3190043866634369,
-0.20721358060836792,
-0.9478406310081482,
0.6141374707221985,
0.24555718898773193,
-0.2652992904186249,
0.37140417098999023,
-0.5320414304733276,
1.1097179651260376,
-0.15554799139499664,
-0.6008867621421814,
0.18062882125377655,
-1.0535279512405396,
0.3218936026096344,
0.19804880023002625,
0.5468305349349976,
-0.047612015157938004,
-0.036732930690050125,
1.3745689392089844,
-0.6291279196739197,
1.0122857093811035,
-0.2905031144618988,
0.21731503307819366,
0.6337471008300781,
-0.20371273159980774,
0.5212785005569458,
0.24446547031402588,
-0.26728537678718567,
0.20931321382522583,
0.1692781001329422,
-0.5473812818527222,
-0.38441726565361023,
0.7608972787857056,
-0.9719688296318054,
-0.32640811800956726,
-0.5976788997650146,
-0.4558190703392029,
0.06054534763097763,
0.29934898018836975,
0.13768437504768372,
0.5374478697776794,
-0.21618923544883728,
0.24150164425373077,
0.5751892328262329,
0.004925434943288565,
0.29499632120132446,
0.22302749752998352,
-0.08787918090820312,
-0.7173268795013428,
0.8476271629333496,
0.3488037586212158,
0.016702838242053986,
0.2550221383571625,
0.008383756503462791,
-0.5100924372673035,
-0.4673767387866974,
-0.4540289044380188,
0.015110937878489494,
-0.893740177154541,
-0.03847874328494072,
-0.5742483139038086,
-0.38257259130477905,
-0.91858971118927,
-0.12791353464126587,
0.10201483964920044,
-0.5274606347084045,
-0.6375638246536255,
-0.20212368667125702,
0.48010778427124023,
0.5048651099205017,
-0.577663242816925,
0.3353416323661804,
-0.8063461184501648,
0.10005566477775574,
0.013018691912293434,
0.2521262764930725,
0.17791950702667236,
-0.4800865054130554,
-0.5516738295555115,
0.20299774408340454,
-0.52879798412323,
-0.8672682642936707,
0.43433260917663574,
0.1199287697672844,
0.9100529551506042,
0.303352028131485,
0.0006403676234185696,
0.861775279045105,
0.02612685039639473,
1.3278591632843018,
0.13460864126682281,
-0.6493045687675476,
0.7759460210800171,
-0.38988539576530457,
0.41429653763771057,
0.9646385312080383,
0.3741644620895386,
-0.6745812892913818,
-0.07430554181337357,
-1.0022107362747192,
-1.0758134126663208,
0.6343722939491272,
0.35361021757125854,
0.09513293951749802,
-0.11742568761110306,
0.04623211547732353,
-0.24512678384780884,
0.042205289006233215,
-0.8493855595588684,
-0.8516811728477478,
-0.31031298637390137,
-0.42012763023376465,
-0.055607594549655914,
-0.17487870156764984,
-0.3009112775325775,
-0.3810134530067444,
0.8742178678512573,
0.1293954998254776,
0.10335362702608109,
0.17126545310020447,
0.011223946698009968,
-0.03806772455573082,
0.2263447642326355,
0.5180263519287109,
0.7144106030464172,
-0.4938220977783203,
-0.05187992379069328,
0.2552403509616852,
-0.9186274409294128,
-0.3854445517063141,
0.3111332952976227,
-0.1071905717253685,
-0.07604673504829407,
0.6333465576171875,
0.8227998614311218,
0.06921374052762985,
-0.5379673838615417,
0.5301303863525391,
-0.0049471501260995865,
-0.3900582790374756,
-0.6884326338768005,
0.033307310193777084,
-0.25381916761398315,
0.2706986963748932,
0.43746355175971985,
-0.14624913036823273,
0.4493001103401184,
-0.7232460975646973,
0.22510188817977905,
0.11333761364221573,
-0.7379342317581177,
-0.22375032305717468,
0.8193261027336121,
0.13520392775535583,
-0.1773253083229065,
0.4602808952331543,
-0.1276850402355194,
-0.2978045344352722,
0.8116573691368103,
0.14311057329177856,
0.9059329628944397,
0.03866547718644142,
0.25872471928596497,
0.7572871446609497,
0.28170865774154663,
0.005213489290326834,
0.8543375134468079,
-0.22578410804271698,
-0.5493122339248657,
-0.08288635313510895,
-0.48238319158554077,
-0.21865727007389069,
0.2130591720342636,
-0.8776085376739502,
0.6399679780006409,
-0.6454124450683594,
-0.10698307305574417,
-0.06247645989060402,
0.6420827507972717,
-1.1906574964523315,
0.3366636335849762,
0.053352393209934235,
1.2469133138656616,
-0.9521419405937195,
0.7827310562133789,
0.6944684386253357,
-0.9497833251953125,
-1.0044912099838257,
-0.3815214931964874,
0.36042869091033936,
-0.6973556280136108,
0.6182432770729065,
-0.2668059766292572,
0.2580292522907257,
0.09962653368711472,
-0.9530435800552368,
-0.854973316192627,
1.7487393617630005,
0.033600784838199615,
-0.4643181562423706,
0.143777534365654,
0.35855209827423096,
0.4060620367527008,
-0.4767419397830963,
0.31876519322395325,
0.6569185256958008,
0.6646440625190735,
0.5480177402496338,
-0.8008040189743042,
0.15256847441196442,
-0.4055519700050354,
-0.25604885816574097,
0.04759196192026138,
-0.6215439438819885,
0.7943984270095825,
-0.20733992755413055,
-0.2205367088317871,
-0.06983084231615067,
0.5813098549842834,
0.5310923457145691,
0.39778992533683777,
0.3522851765155792,
0.6247662901878357,
0.8665862083435059,
0.0053115529008209705,
0.9232855439186096,
-0.5037952065467834,
0.32834506034851074,
1.2684104442596436,
0.021363142877817154,
0.6401777863502502,
0.4169928729534149,
-0.12403783947229385,
0.4945458471775055,
0.8002817034721375,
-0.24826356768608093,
0.4911077320575714,
0.23716798424720764,
-0.2119753509759903,
0.0022792648524045944,
-0.5834322571754456,
-0.6217883825302124,
0.34566137194633484,
0.4552958011627197,
-0.7531976699829102,
-0.20693540573120117,
-0.3542640507221222,
0.08588119596242905,
-0.28565752506256104,
-0.6585072875022888,
0.7743855714797974,
-0.2163972407579422,
-0.3389904201030731,
0.10354293137788773,
-0.0002845475682988763,
0.2698807716369629,
-0.5643739700317383,
-0.31808552145957947,
-0.1541430503129959,
-0.1564561277627945,
-0.5234534740447998,
-1.1933109760284424,
0.29926973581314087,
-0.031173840165138245,
-0.2265034317970276,
-0.061339691281318665,
0.8035041689872742,
-0.2931731641292572,
-0.8678033351898193,
-0.03430945798754692,
0.38211673498153687,
0.2826651930809021,
0.4921102821826935,
-1.0876095294952393,
0.34394535422325134,
0.06512268632650375,
-0.257790744304657,
0.06318386644124985,
0.3640357255935669,
-0.37178921699523926,
0.522253692150116,
0.7818470597267151,
0.3043133616447449,
0.03536493703722954,
0.47091567516326904,
0.9885484576225281,
-0.6140788197517395,
-0.4225141108036041,
-0.6369708180427551,
1.0088332891464233,
-0.4207721948623657,
-0.6991534233093262,
0.6529393196105957,
1.0379493236541748,
0.9809196591377258,
0.17908115684986115,
1.020809292793274,
-0.6093114614486694,
0.4197002649307251,
-0.32824304699897766,
0.8306809067726135,
-0.5642723441123962,
0.25109046697616577,
-0.4999244511127472,
-0.8209625482559204,
-0.5615761876106262,
0.4106682538986206,
-0.4350678026676178,
0.16575512290000916,
0.3327641487121582,
1.1108747720718384,
-0.05521397665143013,
0.08895639330148697,
0.1770407110452652,
0.05169060453772545,
0.4239852726459503,
0.4123568534851074,
0.2759402394294739,
-0.817572295665741,
0.8426229357719421,
-0.5513267517089844,
-0.01403751876205206,
-0.17828842997550964,
-0.9566370248794556,
-0.8446297645568848,
-1.2501144409179688,
-0.4963008463382721,
-0.6139096617698669,
0.1809539943933487,
1.0491951704025269,
0.626510500907898,
-1.1550770998001099,
-0.5285552740097046,
0.03923703357577324,
0.18219858407974243,
-0.007707013748586178,
-0.27157196402549744,
0.6610193252563477,
0.1379581242799759,
-0.46730878949165344,
-0.4164062440395355,
-0.09965935349464417,
0.11163648217916489,
-0.26164451241493225,
-0.44743284583091736,
-0.5336731672286987,
-0.2644992470741272,
0.34364596009254456,
0.6498141884803772,
-0.6072900295257568,
-0.3666403293609619,
-0.03896987438201904,
-0.14359566569328308,
-0.1158052459359169,
0.5247742533683777,
-0.4246775507926941,
0.4064931869506836,
0.7407149076461792,
0.260861337184906,
0.553310215473175,
-0.08333855867385864,
0.25647270679473877,
-0.6797482371330261,
-0.05300905555486679,
0.29774072766304016,
0.4740707278251648,
0.19610241055488586,
-0.4310670793056488,
0.7705346345901489,
0.07079031318426132,
-0.570417046546936,
-0.7360073328018188,
-0.06017595902085304,
-1.4046398401260376,
0.21870817244052887,
1.3162325620651245,
0.010244116187095642,
-0.2921331822872162,
-0.5534447431564331,
-0.38362327218055725,
0.5411884784698486,
-0.658721387386322,
0.5107384324073792,
0.7685545086860657,
0.26180413365364075,
-0.4068525731563568,
-0.6063001751899719,
0.6772243976593018,
-0.2835938632488251,
-0.9242556095123291,
-0.12685903906822205,
0.5525371432304382,
0.1487889289855957,
0.09889661520719528,
0.8784332275390625,
-0.36504682898521423,
0.39321640133857727,
-0.05734458938241005,
0.3434118628501892,
-0.08421369642019272,
-0.21083498001098633,
-0.017415987327694893,
-0.08252643793821335,
0.19458866119384766,
-0.29756590723991394
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
covid_qa_castorini | null | 2022-11-03T16:30:54Z | 376 | 0 | covidqa | [
"task_categories:question-answering",
"task_ids:open-domain-qa",
"task_ids:extractive-qa",
"annotations_creators:expert-generated",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:1K<n<10K",
"source_datasets:original",
"language:en",
"license:apache-2.0",
"arxiv:2004.11339",
"region:us"
] | 2022-11-03T16:30:54Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- expert-generated
language_creators:
- found
language:
- en
license:
- apache-2.0
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- original
task_categories:
- question-answering
task_ids:
- open-domain-qa
- extractive-qa
paperswithcode_id: covidqa
pretty_name: CovidQaCastorini
dataset_info:
- config_name: covid_qa_deepset
features:
- name: document_id
dtype: int32
- name: context
dtype: string
- name: question
dtype: string
- name: is_impossible
dtype: bool
- name: id
dtype: int32
- name: answers
sequence:
- name: text
dtype: string
- name: answer_start
dtype: int32
splits:
- name: train
num_bytes: 65151262
num_examples: 2019
download_size: 4418117
dataset_size: 65151262
- config_name: covidqa
features:
- name: category_name
dtype: string
- name: question_query
dtype: string
- name: keyword_query
dtype: string
- name: answers
sequence:
- name: id
dtype: string
- name: title
dtype: string
- name: exact_answer
dtype: string
splits:
- name: train
num_bytes: 33757
num_examples: 27
download_size: 51438
dataset_size: 33757
- config_name: covid_qa_castorini
features:
- name: category_name
dtype: string
- name: question_query
dtype: string
- name: keyword_query
dtype: string
- name: answers
sequence:
- name: id
dtype: string
- name: title
dtype: string
- name: exact_answer
dtype: string
splits:
- name: train
num_bytes: 33757
num_examples: 27
download_size: 51438
dataset_size: 33757
---
# Dataset Card for [covid_qa_castorini]
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** http://covidqa.ai
- **Repository:** https://github.com/castorini/pygaggle
- **Paper:** https://arxiv.org/abs/2004.11339
- **Point of Contact:** [Castorini research group @UWaterloo](https://github.com/castorini/)
### Dataset Summary
CovidQA is a question answering dataset specifically designed for COVID-19, built by hand from knowledge gathered
from Kaggle’s COVID-19 Open Research Dataset Challenge.
The dataset comprises 156 question-article pairs with 27 questions (topics) and 85 unique articles.
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
The text in the dataset is in English.
## Dataset Structure
### Data Instances
**What do the instances that comprise the dataset represent?**
Each represents a question, a context (document passage from the CORD19 dataset) and an answer.
**How many instances are there in total?**
**What data does each instance consist of?**
Each instance is a query (natural language question and keyword-based), a set of answers, and a document id with its title associated with each answer.
[More Information Needed]
### Data Fields
The data was annotated in SQuAD style fashion, where each row contains:
* **question_query**: Natural language question query
* **keyword_query**: Keyword-based query
* **category_name**: Category in which the queries are part of
* **answers**: List of answers
* **id**: The document ID the answer is found on
* **title**: Title of the document of the answer
* **exact_answer**: Text (string) of the exact answer
### Data Splits
**data/kaggle-lit-review-0.2.json**: 156 question-article pairs with 27 questions (topics) and 85 unique articles from
CORD-19.
[More Information Needed]
## Dataset Creation
The dataset aims to help for guiding research until more substantial evaluation resources become available. Being a smaller dataset,
it can be helpful for evaluating the zero-shot or transfer capabilities of existing models on topics specifically related to COVID-19.
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection and Normalization
#### Who are the source language producers?
[More Information Needed]
### Annotations
Five of the co-authors participated in this annotation effort, applying the aforementioned approach, with one lead
annotator responsible for approving topics and answering technical questions from the other annotators. Two annotators are
undergraduate students majoring in computer science, one is a science alumna, another is a computer science professor,
and the lead annotator is a graduate student in computer science—all affiliated with the University of Waterloo.
#### Annotation process
#### Who are the annotators?
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
The dataset was intended as a stopgap measure for guiding research until more substantial evaluation resources become available.
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
While this dataset, comprising 124 question–article pairs as of the present version 0.1 release, does not have sufficient
examples for supervised machine learning, it can be helpful for evaluating the zero-shot or transfer capabilities
of existing models on topics specifically related to COVID-19.
## Additional Information
The listed authors in the homepage are maintaining/supporting the dataset.
### Dataset Curators
[More Information Needed]
### Licensing Information
The dataset is licensed under the [Apache License 2.0](https://github.com/castorini/pygaggle/blob/master/LICENSE).
### Citation Information
```
@article{tang2020rapidly,
title={Rapidly Bootstrapping a Question Answering Dataset for COVID-19},
author={Tang, Raphael and Nogueira, Rodrigo and Zhang, Edwin and Gupta, Nikhil and Cam, Phuong and Cho, Kyunghyun and Lin, Jimmy},
journal={arXiv preprint arXiv:2004.11339},
year={2020}
}
```
### Contributions
Thanks to [@olinguyen](https://github.com/olinguyen) for adding this dataset. | [
-0.3273044526576996,
-0.8428105115890503,
-0.1324348896741867,
0.13574601709842682,
-0.12048599869012833,
0.21522964537143707,
-0.19016018509864807,
-0.35939720273017883,
0.38850557804107666,
0.12311217188835144,
-0.7291103601455688,
-0.6220254898071289,
-0.32497864961624146,
0.1031946912407875,
-0.35580533742904663,
1.2978376150131226,
0.07924744486808777,
-0.3332805633544922,
-0.6955726742744446,
-0.12773814797401428,
-0.19408981502056122,
-0.6637625098228455,
-0.5587601661682129,
-0.2472870945930481,
0.3993670344352722,
0.7875038981437683,
0.5471823215484619,
0.3070448637008667,
0.5409286022186279,
0.06874389946460724,
0.05963234230875969,
-0.0754045695066452,
-0.6933519840240479,
-0.2084994912147522,
0.03126412257552147,
-0.2395460605621338,
-0.46902090311050415,
0.25069835782051086,
0.15189258754253387,
0.31729981303215027,
-0.20881347358226776,
0.8485053181648254,
-0.10154997557401657,
0.2989385724067688,
-0.5494741201400757,
0.16179059445858002,
-0.3718357980251312,
0.05141345411539078,
-0.14726722240447998,
0.0038264677859842777,
-0.17288608849048615,
-0.2531255781650543,
0.1591063141822815,
-0.7456899285316467,
0.39531847834587097,
0.07098250836133957,
1.0214407444000244,
0.10061077773571014,
-0.2406063973903656,
-0.11454492807388306,
-0.43287137150764465,
0.636153519153595,
-0.7409674525260925,
-0.08045370131731033,
0.6803275942802429,
0.2531607747077942,
0.0749630481004715,
-0.7580887675285339,
-0.5532825589179993,
0.05735819414258003,
-0.1494295746088028,
0.12308365106582642,
-0.39564818143844604,
-0.3755917251110077,
0.20573347806930542,
0.44762787222862244,
-0.8578987717628479,
-0.11921239644289017,
-0.8231386542320251,
-0.32471325993537903,
1.0564180612564087,
0.13719549775123596,
0.41557446122169495,
-0.2866075038909912,
-0.3562842011451721,
-0.09782282263040543,
-0.489885538816452,
0.41908004879951477,
0.08650495111942291,
0.09492328763008118,
-0.5110445618629456,
0.49929842352867126,
-0.4043659269809723,
0.5297104716300964,
0.24270141124725342,
-0.05980225279927254,
0.5023486614227295,
-0.7369837760925293,
-0.3693324029445648,
0.12721247971057892,
0.8370746374130249,
0.33317211270332336,
-0.14755253493785858,
-0.12524737417697906,
0.4841608703136444,
-0.31847429275512695,
0.2616650462150574,
-0.8297328948974609,
-0.42684435844421387,
0.5662252306938171,
-0.39531394839286804,
-0.47759631276130676,
0.07549738138914108,
-1.051574468612671,
-0.2699393928050995,
-0.002754668239504099,
0.3559333384037018,
-0.10120722651481628,
-0.3157932162284851,
0.1090901792049408,
-0.2847614884376526,
0.5249782204627991,
0.19846263527870178,
-0.6233123540878296,
0.46507197618484497,
0.4533434212207794,
0.5899171233177185,
-0.10995933413505554,
-0.06057322025299072,
-0.5093703866004944,
-0.03002389334142208,
-0.19153811037540436,
0.5478194355964661,
-0.47478896379470825,
-0.271122008562088,
-0.13787715137004852,
0.21340350806713104,
-0.2344038188457489,
-0.3771241307258606,
0.7422757744789124,
-0.34631627798080444,
0.6017248034477234,
-0.5751433372497559,
-0.2363917976617813,
-0.38665738701820374,
0.4969065487384796,
-0.5543109178543091,
1.2883027791976929,
0.06159445270895958,
-0.8554763197898865,
0.23726096749305725,
-0.5800033211708069,
-0.21380239725112915,
0.13469548523426056,
-0.16183751821517944,
-0.6846585869789124,
-0.469480037689209,
0.4409402012825012,
0.5706856846809387,
-0.6608667969703674,
0.4474978744983673,
-0.35776379704475403,
-0.06205914542078972,
0.16311617195606232,
-0.04333334043622017,
1.0060728788375854,
0.12299174070358276,
-0.4522494971752167,
0.1908324956893921,
-0.9636642932891846,
-0.12145077437162399,
0.2642871141433716,
-0.0024700446520000696,
-0.21969059109687805,
-0.23266610503196716,
0.07365383207798004,
0.35728538036346436,
0.35339170694351196,
-0.5142331719398499,
0.22285789251327515,
0.07996433973312378,
0.44795510172843933,
0.36218276619911194,
0.35672152042388916,
0.37616708874702454,
-0.48854121565818787,
0.9718695878982544,
0.033492833375930786,
0.4682309627532959,
0.17941808700561523,
-0.7302622199058533,
-0.7139212489128113,
-0.3596743941307068,
0.1506945788860321,
0.7990936040878296,
-0.7172884941101074,
0.43853822350502014,
-0.1045694425702095,
-0.9184337258338928,
-0.5389757752418518,
-0.015693863853812218,
0.40022003650665283,
0.7286044359207153,
0.5547637939453125,
-0.14878712594509125,
-0.6073309779167175,
-0.7220079302787781,
0.2038894146680832,
-0.2255665361881256,
0.34235063195228577,
0.5487275123596191,
0.8602889776229858,
0.019482679665088654,
0.7095018625259399,
-0.776052713394165,
-0.08817463368177414,
-0.2431548833847046,
0.17532388865947723,
0.1302274763584137,
0.5706266164779663,
0.4141528308391571,
-0.8604134321212769,
-0.31619688868522644,
-0.24388039112091064,
-0.9026331305503845,
-0.06399659067392349,
-0.2500203549861908,
-0.2974168360233307,
-0.0983954444527626,
0.5170937776565552,
-0.3115345537662506,
0.5622540712356567,
0.4156443476676941,
-0.6125702857971191,
0.5508908033370972,
0.02978094108402729,
0.23515214025974274,
-1.251574993133545,
0.43078288435935974,
0.08135576546192169,
0.14758524298667908,
-0.8524596691131592,
0.049442555755376816,
-0.18275964260101318,
-0.13061203062534332,
-0.40887194871902466,
0.47427770495414734,
-0.16836245357990265,
0.4673823118209839,
0.3293377459049225,
0.017928093671798706,
0.220340758562088,
0.3708474040031433,
-0.24520589411258698,
0.8134575486183167,
0.6458598971366882,
-0.3810182511806488,
0.5462198853492737,
0.5724441409111023,
-0.22380097210407257,
0.5284689664840698,
-0.9975103139877319,
0.155388742685318,
-0.12111716717481613,
0.24599464237689972,
-0.9694800972938538,
-0.3516925871372223,
0.7418882250785828,
-0.5443302392959595,
-0.1092069074511528,
0.05215032026171684,
-0.2388717085123062,
-0.5247979164123535,
-0.5275170803070068,
0.5929175019264221,
0.35546109080314636,
-0.14749059081077576,
-0.0030878689140081406,
0.4064328372478485,
-0.008721602149307728,
-0.6136025190353394,
-0.7373207211494446,
0.013455186039209366,
-0.43873414397239685,
-0.6795122027397156,
0.4199131429195404,
-0.22931179404258728,
-0.17440913617610931,
0.07283821702003479,
0.238714799284935,
-0.28463053703308105,
0.030925631523132324,
0.27215611934661865,
0.20569367706775665,
-0.09621838480234146,
0.1964961737394333,
-0.16438835859298706,
0.3632100820541382,
-0.07868018746376038,
-0.010711467824876308,
0.4369727075099945,
-0.08268462121486664,
-0.14459006488323212,
-0.3869118094444275,
0.36752811074256897,
0.42178815603256226,
-0.5129227042198181,
0.7741735577583313,
0.9738995432853699,
-0.38352203369140625,
0.1895558387041092,
-0.45251786708831787,
0.023091070353984833,
-0.3679875433444977,
0.19279156625270844,
-0.1845758706331253,
-0.7362424731254578,
0.8802231550216675,
0.5158544182777405,
-0.25020086765289307,
0.7899478077888489,
0.49543240666389465,
0.32039719820022583,
0.37696677446365356,
0.5361433625221252,
-0.3162958323955536,
0.23549365997314453,
-0.5857132077217102,
0.24589332938194275,
-0.8389362692832947,
-0.799997091293335,
-0.7292778491973877,
-0.15537671744823456,
-0.6692488789558411,
-0.6398941278457642,
0.2634827196598053,
0.1745002567768097,
-0.3104758560657501,
0.4057464301586151,
-0.6303408145904541,
-0.03560324385762215,
0.7837843894958496,
0.372954785823822,
-0.03508906066417694,
-0.08295250684022903,
0.08823961019515991,
0.2408013641834259,
-1.057743787765503,
-0.24804651737213135,
1.096245527267456,
0.2758334279060364,
0.6313754320144653,
-0.029922084882855415,
0.8056759834289551,
0.382628858089447,
-0.21442170441150665,
-0.48935067653656006,
0.5089910626411438,
0.05375240743160248,
-0.7460805773735046,
-0.4456775486469269,
-0.12787194550037384,
-1.1930752992630005,
-0.2408321052789688,
-0.2504940927028656,
-0.7935585975646973,
0.8592496514320374,
-0.0861569344997406,
-0.7052900791168213,
-0.018058717250823975,
-0.5417927503585815,
1.0805981159210205,
-0.05056433752179146,
-0.4635210931301117,
-0.06287198513746262,
-0.7158226370811462,
0.22572356462478638,
0.10737153142690659,
0.1620946079492569,
-0.22563202679157257,
-0.01594867743551731,
1.1873856782913208,
-0.5271412134170532,
0.9184423685073853,
-0.046736836433410645,
0.1500297337770462,
0.7248101234436035,
-0.5213066935539246,
0.25808653235435486,
0.3086828589439392,
-0.3119050860404968,
0.26225584745407104,
0.4230427145957947,
-0.6867680549621582,
-0.295541912317276,
0.4926319122314453,
-0.8966131210327148,
-0.48803988099098206,
-0.7244983911514282,
-0.44137850403785706,
0.18977667391300201,
0.06273708492517471,
0.2525824010372162,
0.5553998351097107,
-0.3181060552597046,
0.24563953280448914,
0.5473371744155884,
-0.5180023908615112,
0.300687313079834,
0.31416547298431396,
-0.2020305097103119,
-0.6430244445800781,
0.8207502961158752,
0.32378995418548584,
0.07085316628217697,
0.32064583897590637,
0.2136339396238327,
-0.08313541114330292,
-0.15450206398963928,
-0.4782806932926178,
0.06639718264341354,
-0.453847199678421,
-0.2335670292377472,
-0.3754276931285858,
-0.4067436158657074,
-0.6827082633972168,
0.00947899091988802,
0.2312784194946289,
-0.38505417108535767,
-0.6831709146499634,
-0.19810590147972107,
0.7907627820968628,
0.5032812356948853,
-0.15229429304599762,
0.039608731865882874,
-0.4257281720638275,
0.4937995374202728,
0.522318422794342,
0.03217175975441933,
0.01364433579146862,
-0.5115754008293152,
-0.39167433977127075,
0.17053164541721344,
-0.2952233850955963,
-0.7435788512229919,
0.46622350811958313,
0.5214451551437378,
0.6376646757125854,
0.19820308685302734,
0.4072452783584595,
0.7725141048431396,
-0.051308806985616684,
1.3413453102111816,
0.05538378283381462,
-0.5773980021476746,
0.5988849997520447,
-0.4579613208770752,
0.41569697856903076,
0.7762930393218994,
0.6540964841842651,
-0.6069337129592896,
-0.1860676109790802,
-0.9101632833480835,
-0.9964617490768433,
0.6075552701950073,
0.28104928135871887,
-0.0036797707434743643,
-0.06768722087144852,
0.3137740194797516,
0.12429768592119217,
0.2549649477005005,
-0.5367481112480164,
-0.6011163592338562,
-0.19779416918754578,
-0.12851713597774506,
-0.11830807477235794,
-0.28075218200683594,
-0.3606164753437042,
-0.7227124571800232,
0.8005790710449219,
0.06831846386194229,
0.5342200994491577,
0.5517740249633789,
0.057145215570926666,
-0.033483218401670456,
0.3895549476146698,
0.6281195282936096,
0.6571522355079651,
-0.290619432926178,
0.04874173924326897,
-0.048256512731313705,
-0.6799684166908264,
0.13869832456111908,
0.3212831914424896,
-0.3168814480304718,
-0.19000458717346191,
0.2756150960922241,
0.8363816738128662,
-0.14628776907920837,
-0.533507764339447,
0.6224063038825989,
-0.05866135284304619,
-0.20263990759849548,
-0.48542171716690063,
-0.06363195925951004,
-0.11499801278114319,
0.2511792778968811,
0.5897158980369568,
-0.02276124246418476,
0.23023736476898193,
-0.6111366748809814,
0.3537229299545288,
0.29879409074783325,
-0.25655925273895264,
-0.37059861421585083,
0.739763617515564,
0.03039061278104782,
-0.25293198227882385,
0.5044135451316833,
-0.3808716833591461,
-0.3108750581741333,
0.869979739189148,
0.28651607036590576,
0.8343564867973328,
-0.04052982106804848,
0.7118887305259705,
0.6119794249534607,
0.35201597213745117,
-0.030291330069303513,
0.6163362860679626,
0.029387207701802254,
-0.4379025101661682,
-0.39154401421546936,
-0.3934626281261444,
-0.22986890375614166,
0.42695191502571106,
-1.100103735923767,
0.33347228169441223,
-0.2419966608285904,
-0.03576602041721344,
0.0006179756601341069,
0.09394227713346481,
-0.8214665651321411,
0.41909176111221313,
0.1238347738981247,
0.9690118432044983,
-1.0752589702606201,
0.5962831974029541,
0.7515873908996582,
-0.9598909616470337,
-0.6949399709701538,
0.06755200028419495,
-0.15707959234714508,
-0.7743752002716064,
0.36080828309059143,
0.051255811005830765,
0.42334771156311035,
-0.1560375690460205,
-0.7972739338874817,
-1.0158792734146118,
1.3368242979049683,
0.17663118243217468,
-0.20325236022472382,
0.06821766495704651,
0.31162017583847046,
0.7691709995269775,
-0.33196312189102173,
0.22212839126586914,
0.48520779609680176,
0.2862622141838074,
0.1552152931690216,
-0.9616314172744751,
0.2933990955352783,
-0.6246450543403625,
-0.3648817837238312,
-0.2579306364059448,
-0.9304945468902588,
0.5477181673049927,
-0.1716446429491043,
0.10007500648498535,
-0.07404171675443649,
0.5201218128204346,
0.09171880781650543,
0.7569308876991272,
0.04324321076273918,
0.8647298216819763,
1.0001940727233887,
-0.020697887986898422,
0.9560886025428772,
-0.31031668186187744,
0.4056492745876312,
1.111101508140564,
0.19858920574188232,
0.9536018967628479,
0.3192131817340851,
-0.38811323046684265,
0.6190140843391418,
0.8675164580345154,
-0.2923743724822998,
0.5886006951332092,
0.2401019036769867,
-0.2221176028251648,
-0.09851035475730896,
-0.3312276005744934,
-0.5508968234062195,
0.5533819794654846,
0.18370512127876282,
-0.41242748498916626,
-0.015580509789288044,
0.13948942720890045,
0.304246723651886,
-0.2762535512447357,
-0.4193744957447052,
0.7135189175605774,
-0.1411580890417099,
-0.5817859172821045,
0.9532163143157959,
-0.29041269421577454,
0.5018645524978638,
-0.34967055916786194,
0.007067331578582525,
-0.16897815465927124,
-0.2955341339111328,
-0.5578535199165344,
-0.6033650040626526,
0.37187081575393677,
-0.08742985129356384,
-0.4644734561443329,
-0.05198746919631958,
0.6519066691398621,
-0.6169412732124329,
-0.9240173101425171,
-0.09694065898656845,
0.5295759439468384,
0.26638364791870117,
0.0606403723359108,
-0.8857467174530029,
-0.009959015063941479,
0.07939692586660385,
-0.16977161169052124,
0.2610589563846588,
0.1869925558567047,
-0.1838034689426422,
0.5183574557304382,
0.3676671087741852,
-0.006913403980433941,
0.23330217599868774,
-0.15240006148815155,
0.7804516553878784,
-0.4869416356086731,
-0.19964022934436798,
-0.6504532098770142,
0.6392437219619751,
-0.3226830065250397,
-0.46854326128959656,
0.9686508774757385,
0.8651772141456604,
0.8811799883842468,
-0.06702783703804016,
1.0205925703048706,
-0.6175082921981812,
0.3435285687446594,
0.00022600209922529757,
0.7082266211509705,
-0.5396842360496521,
-0.028450531885027885,
-0.21653346717357635,
-0.1406303197145462,
-0.30022186040878296,
0.3971010446548462,
-0.7449571490287781,
-0.2532641887664795,
0.5098241567611694,
0.9737660884857178,
0.18183395266532898,
-0.19047987461090088,
0.09975603967905045,
0.1358569860458374,
0.18138261139392853,
0.44729211926460266,
0.2272179275751114,
-0.9298564195632935,
0.6278327703475952,
-0.6509005427360535,
-0.14890100061893463,
-0.22286249697208405,
-0.7522144913673401,
-0.7893314361572266,
-0.9035083055496216,
-0.8378258943557739,
-0.6457679867744446,
0.1746239960193634,
0.9293332099914551,
0.6522994637489319,
-1.1068124771118164,
-0.30887550115585327,
0.09804791212081909,
0.10214222967624664,
-0.4137016832828522,
-0.2741483151912689,
0.6473968029022217,
0.10175638645887375,
-0.30458229780197144,
-0.022265372797846794,
-0.0389469675719738,
-0.26660242676734924,
-0.13399279117584229,
0.012961076572537422,
-0.713001549243927,
0.089690662920475,
0.6442224383354187,
0.5838584899902344,
-0.553520143032074,
-0.20536105334758759,
0.2887183427810669,
0.012367305345833302,
0.23416544497013092,
0.29115721583366394,
-0.7186987996101379,
0.520520031452179,
0.6285527944564819,
0.44443297386169434,
0.5282191038131714,
0.15827761590480804,
0.21649877727031708,
-0.5882187485694885,
0.06850607693195343,
0.10468589514493942,
0.05706783011555672,
0.3985612988471985,
-0.6477190852165222,
0.6013620495796204,
0.3385300934314728,
-0.6077666282653809,
-0.7112081050872803,
-0.29903504252433777,
-1.282417893409729,
0.07437200099229813,
1.5742350816726685,
-0.26293060183525085,
-0.2677801847457886,
-0.18947598338127136,
-0.3402523994445801,
0.3735991418361664,
-0.5792734622955322,
0.7894764542579651,
0.6523475646972656,
-0.18599824607372284,
-0.3710564970970154,
-0.4755944311618805,
0.6216322183609009,
0.01189084630459547,
-1.1688200235366821,
-0.3327568769454956,
0.2889177203178406,
0.24073396623134613,
0.14049160480499268,
0.6296870708465576,
0.06765776872634888,
0.26812711358070374,
-0.13854607939720154,
0.16311053931713104,
-0.017794819548726082,
0.02295580878853798,
-0.4292956590652466,
0.3812818229198456,
-0.04321708530187607,
-0.4111899733543396
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
Biddls/Onion_News | Biddls | 2023-03-25T12:57:47Z | 376 | 2 | null | [
"task_categories:summarization",
"task_categories:text2text-generation",
"task_categories:text-generation",
"task_categories:text-classification",
"language:en",
"license:mit",
"region:us"
] | 2023-03-25T12:57:47Z | 2023-03-25T12:50:01.000Z | 2023-03-25T12:50:01 | ---
license: mit
task_categories:
- summarization
- text2text-generation
- text-generation
- text-classification
language:
- en
pretty_name: OnionNewsScrape
---
## This is a dataset of Onion news articles:
Note
- The headers and body of the news article is split by a ' #~# ' token
- Lines with just the token had no body or no header and can be skipped
- Feel free to use the script provided to scape the latest version, it takes about 30 mins on an i7-6850K | [
-0.12808775901794434,
-0.6994675397872925,
0.3920614719390869,
0.1921791285276413,
-0.6697062253952026,
0.42368096113204956,
0.3080459237098694,
-0.210241436958313,
0.8105807304382324,
0.4287777543067932,
-0.732262909412384,
-0.40697115659713745,
-0.550892174243927,
-0.03939049318432808,
-0.8498908281326294,
1.22409987449646,
0.5448040962219238,
0.05000798776745796,
0.6686905026435852,
0.3562518060207367,
-0.29092511534690857,
0.40238016843795776,
-0.4942682385444641,
0.25240808725357056,
0.5181242227554321,
1.1657326221466064,
0.752332866191864,
1.1276441812515259,
0.2915424704551697,
0.15636828541755676,
0.11952976882457733,
0.11056514829397202,
-0.3542664051055908,
-0.3487148880958557,
-0.3866070806980133,
0.1431879699230194,
-0.377657026052475,
0.37021613121032715,
0.5752118825912476,
0.6256349682807922,
0.3459097146987915,
0.6451963782310486,
-0.13285641372203827,
0.7546128630638123,
-0.5412622690200806,
-0.4158528745174408,
-0.621309220790863,
0.006185409612953663,
-0.3936314880847931,
0.2966180741786957,
-0.01883605495095253,
-0.21605834364891052,
-0.08475079387426376,
-0.32884031534194946,
0.0019389763474464417,
0.35670265555381775,
1.2639355659484863,
-0.05418090894818306,
-0.6015415787696838,
0.058077722787857056,
-0.21498174965381622,
0.6687201261520386,
-0.5516682863235474,
0.6382226347923279,
0.4096972346305847,
0.029550615698099136,
0.1411275863647461,
-0.6143543720245361,
-0.36087965965270996,
0.15978629887104034,
0.1608242690563202,
-0.03886763006448746,
-0.47267961502075195,
-0.37727174162864685,
0.15809094905853271,
0.1904028356075287,
-0.7643701434135437,
-0.05214991047978401,
-1.2904465198516846,
-0.38812607526779175,
0.6527796983718872,
0.20802271366119385,
0.4881665110588074,
-0.5236572623252869,
-0.22737760841846466,
0.15974010527133942,
-0.32808423042297363,
-0.29292967915534973,
0.3388396203517914,
0.19952592253684998,
-0.6169289350509644,
0.9179086685180664,
-0.10966863483190536,
0.6620281934738159,
0.272131085395813,
-0.1767474114894867,
0.5791007280349731,
-0.3057612180709839,
-0.5231472849845886,
0.22888615727424622,
0.6570629477500916,
1.0317974090576172,
0.016130980104207993,
-0.34448790550231934,
0.391370564699173,
0.31454744935035706,
0.33247309923171997,
-0.6652169227600098,
-0.19961583614349365,
0.5316945910453796,
-0.6612967252731323,
-0.37805962562561035,
0.258699893951416,
-0.8062604665756226,
-0.3870585262775421,
0.09095969796180725,
-0.3927702307701111,
-0.4576302468776703,
-0.3317471146583557,
0.020419301465153694,
-0.7527483105659485,
0.5378821492195129,
0.20691248774528503,
-0.5438798666000366,
0.19775760173797607,
0.6094133853912354,
0.7779484987258911,
0.0013455882435664535,
-0.4075823724269867,
-0.7255942225456238,
-0.019172344356775284,
-0.5964547395706177,
0.9388910531997681,
-0.3989998698234558,
-0.04577811807394028,
-0.2362549751996994,
0.25153103470802307,
0.16303153336048126,
-0.17579114437103271,
0.6173248291015625,
-0.7337908744812012,
-0.28086137771606445,
-0.45142310857772827,
-0.4149714410305023,
-0.17640408873558044,
0.2451382875442505,
-0.847535252571106,
0.8036419749259949,
0.19032365083694458,
-1.039502501487732,
0.5427690744400024,
-0.6727353930473328,
-0.7130119204521179,
0.065097376704216,
-0.06925009936094284,
0.29119259119033813,
0.2006213217973709,
0.057549040764570236,
0.1774255931377411,
0.07911203801631927,
-0.39655178785324097,
-0.14422446489334106,
-0.34093254804611206,
0.2031395435333252,
0.08667466789484024,
0.7378641963005066,
0.751575767993927,
-0.12609969079494476,
-0.09541819989681244,
-1.2687455415725708,
0.020194673910737038,
-0.03147115185856819,
-0.20261988043785095,
-0.40836629271507263,
0.17804080247879028,
0.543975830078125,
0.1997700035572052,
0.4249139726161957,
-0.9080578088760376,
0.5522329211235046,
-0.140854150056839,
0.21290913224220276,
0.7623410224914551,
-0.1318080872297287,
0.5641010999679565,
-0.15998509526252747,
0.3018051087856293,
0.059073276817798615,
0.22857406735420227,
-0.03413205221295357,
-0.039726316928863525,
-0.7243903875350952,
0.023299360647797585,
0.3638550937175751,
0.5955354571342468,
-0.637058436870575,
0.44183045625686646,
-0.022537482902407646,
-0.45844802260398865,
-0.5441921949386597,
-0.045730654150247574,
0.2897569239139557,
0.20796635746955872,
0.3119317591190338,
0.010004786774516106,
-0.9489652514457703,
-0.9633209109306335,
-0.5219095945358276,
0.1651194989681244,
-0.027346566319465637,
-0.10548605769872665,
0.753493070602417,
-0.19105011224746704,
0.5905806422233582,
-0.4849378168582916,
0.1262916624546051,
-0.4640582203865051,
0.00858897902071476,
0.6074990630149841,
0.3712805509567261,
0.22561779618263245,
-0.812874436378479,
-0.7783588171005249,
-0.13203266263008118,
-0.657550036907196,
-0.36370497941970825,
0.031178820878267288,
-0.31435757875442505,
0.11002764850854874,
0.44664621353149414,
-0.39705890417099,
0.9214188456535339,
0.627096951007843,
-1.0263335704803467,
0.4513879716396332,
0.38352805376052856,
0.07599454373121262,
-1.1126010417938232,
-0.14250434935092926,
-0.06258796155452728,
-0.15353631973266602,
-0.4909093976020813,
-0.12790803611278534,
0.15960361063480377,
-0.14111793041229248,
-0.8149015307426453,
0.3411073684692383,
-0.8020044565200806,
-0.2404157668352127,
-0.32435789704322815,
-0.07135581225156784,
0.17380233108997345,
0.0346364751458168,
-0.3535579442977905,
0.7482532262802124,
0.8089505434036255,
-0.1577261984348297,
0.20012179017066956,
0.06889080256223679,
-0.05566682294011116,
0.6631136536598206,
-0.47331351041793823,
0.3306034207344055,
-0.09450329840183258,
-0.11997200548648834,
-0.8150293231010437,
-0.3716614246368408,
0.2816654145717621,
-0.41537314653396606,
-0.09545303881168365,
-0.38834336400032043,
-0.5997108221054077,
-0.25338634848594666,
-0.7409384250640869,
0.35221046209335327,
0.47509145736694336,
0.031082630157470703,
0.360155314207077,
0.49148446321487427,
0.30229300260543823,
-0.613453209400177,
-1.0027414560317993,
0.518540620803833,
0.20493587851524353,
-0.4958329200744629,
0.15235082805156708,
0.04600493237376213,
-0.6719438433647156,
0.5192031860351562,
-0.32883524894714355,
-0.26416605710983276,
-0.11222375929355621,
0.3323877453804016,
0.09067060053348541,
-0.015978829935193062,
-0.1841297447681427,
0.19982309639453888,
-0.09962265193462372,
-0.6857258081436157,
-0.3691159784793854,
0.7502323985099792,
-0.12257485091686249,
0.12417461723089218,
-0.7210243344306946,
0.6799768209457397,
0.579464316368103,
-0.20037932693958282,
0.8063631057739258,
0.23013682663440704,
-0.46440330147743225,
-0.14746132493019104,
-0.4839458465576172,
0.02834353968501091,
-0.4346524775028229,
0.011000595055520535,
-0.0937030240893364,
-0.48503342270851135,
0.5021668672561646,
0.507984459400177,
0.05712725967168808,
0.860146164894104,
0.025584062561392784,
-0.15061408281326294,
0.5384868383407593,
0.38483676314353943,
-0.392869770526886,
0.1424921452999115,
-0.4298349916934967,
-0.05942564457654953,
-0.7079071998596191,
-0.2392348349094391,
-0.4651862680912018,
-0.5654895901679993,
-0.4581160545349121,
-0.30446887016296387,
-0.09965066611766815,
-0.060159631073474884,
-0.24004411697387695,
0.5349631309509277,
-0.5031179189682007,
0.9672641754150391,
0.40110817551612854,
0.09004473686218262,
0.21682140231132507,
0.004652486648410559,
0.1424776315689087,
0.04216526076197624,
-0.19026537239551544,
-0.2738077640533447,
1.1309497356414795,
-0.01136064250022173,
0.9568763971328735,
-0.23597583174705505,
0.4809984266757965,
0.9127491116523743,
-0.04694163054227829,
-0.340128093957901,
0.7408065795898438,
-0.4728493094444275,
-1.0567010641098022,
-0.49681001901626587,
-0.06911374628543854,
-0.9896013140678406,
0.005210684146732092,
-0.028647001832723618,
-0.9459382891654968,
0.08583588898181915,
-0.3044202923774719,
-0.2670951783657074,
0.6496052742004395,
-0.5391594171524048,
0.561152458190918,
-0.1493590772151947,
-0.12684683501720428,
-0.02863626554608345,
-0.6710981130599976,
0.1958608329296112,
0.17912811040878296,
0.39232760667800903,
-0.291191428899765,
-0.11530456691980362,
1.0494208335876465,
-0.42577725648880005,
0.39461612701416016,
-0.005731821991503239,
0.222225621342659,
0.18304407596588135,
-0.09903590381145477,
0.13526244461536407,
-0.041995324194431305,
0.06364551931619644,
0.316314160823822,
-0.2783973813056946,
-0.6510719060897827,
0.047366611659526825,
0.6333779692649841,
-0.4858132004737854,
0.14213797450065613,
-0.7089930772781372,
-0.4180026054382324,
0.35655447840690613,
0.6114744544029236,
0.5436016917228699,
0.35009801387786865,
-0.004339894745498896,
0.3209875822067261,
0.28419169783592224,
0.011239653453230858,
0.6423326730728149,
0.5346193313598633,
-0.5132850408554077,
-0.5461016297340393,
0.7129600048065186,
1.0080807209014893,
-0.5743774771690369,
-0.08045591413974762,
-0.16936831176280975,
0.07836145162582397,
-0.583225667476654,
-0.5917709469795227,
0.35226958990097046,
-0.05029875785112381,
-0.14780505001544952,
-0.6853958368301392,
-0.30506521463394165,
-0.6137717962265015,
-0.06485354900360107,
-0.5695295929908752,
-0.45350322127342224,
-0.6401110887527466,
-0.6518018245697021,
0.3098112940788269,
1.0070959329605103,
-0.3139089047908783,
0.60368412733078,
-0.8745344281196594,
0.5876877903938293,
0.034409619867801666,
0.5523751974105835,
-0.4554769992828369,
-0.21025176346302032,
-0.8103936910629272,
-0.06259812414646149,
-0.504008948802948,
-1.4738215208053589,
0.4181079864501953,
-0.24975614249706268,
0.16858282685279846,
0.7712531685829163,
0.09329905360937119,
0.625758171081543,
-0.8116888999938965,
1.115032434463501,
0.07631386816501617,
-0.9683993458747864,
0.4867115616798401,
-0.568483293056488,
0.19467003643512726,
0.7090590596199036,
0.2986188530921936,
-0.5348124504089355,
-0.3815574049949646,
-0.8703798055648804,
-0.9909275770187378,
0.568510890007019,
0.1643579751253128,
0.06659990549087524,
-0.23942098021507263,
0.05878613144159317,
0.13813476264476776,
0.3311520218849182,
-0.4770253300666809,
-0.6346774101257324,
-0.36993342638015747,
0.22252774238586426,
0.22852663695812225,
-0.6063254475593567,
-0.0821346864104271,
-0.4361642897129059,
0.43608036637306213,
0.24528031051158905,
0.14409802854061127,
0.24446327984333038,
-0.3243540823459625,
-0.22667689621448517,
0.09724974632263184,
0.6096251606941223,
1.1059194803237915,
-0.39638131856918335,
0.20222172141075134,
-0.04739099368453026,
-0.4409157633781433,
-0.1557569056749344,
0.04003008455038071,
0.11429104954004288,
0.21589703857898712,
0.46511727571487427,
0.5570157766342163,
0.06129679083824158,
-0.439394474029541,
0.3135948181152344,
-0.05588053539395332,
-0.17035692930221558,
-0.6747585535049438,
-0.01914179138839245,
0.010178719647228718,
0.6911541223526001,
1.2053800821304321,
-0.3394686281681061,
0.6615893244743347,
-0.6841018795967102,
0.5718290209770203,
0.2917105555534363,
-0.1486227959394455,
-0.5316436290740967,
0.5303231477737427,
0.005916853900998831,
-0.7655515670776367,
0.9068586230278015,
-0.04211336746811867,
-0.4047303795814514,
0.7036442160606384,
0.3199697434902191,
0.9774535894393921,
-0.02503184601664543,
0.4575149416923523,
-0.3641861379146576,
0.6347091794013977,
0.27886849641799927,
0.8957184553146362,
0.27714627981185913,
-0.6791827082633972,
-0.30643144249916077,
-0.3992742896080017,
-0.1486511528491974,
0.46447181701660156,
-0.7790678143501282,
0.08193027228116989,
-0.5275431871414185,
-0.15523676574230194,
0.2176218032836914,
0.09775560349225998,
-0.5224801301956177,
0.6123334169387817,
0.23229749500751495,
1.8711893558502197,
-1.1260955333709717,
0.5809679627418518,
0.6487382650375366,
-0.35478100180625916,
-0.8901926279067993,
0.41125211119651794,
-0.08988431841135025,
-0.6645599603652954,
0.5097456574440002,
0.31579312682151794,
0.32868605852127075,
-0.20008385181427002,
-1.2461063861846924,
-0.749325156211853,
0.8226127624511719,
0.33324113488197327,
-0.2892104685306549,
-0.34559687972068787,
-0.01654893159866333,
0.2793959975242615,
-0.3044964671134949,
-0.060185760259628296,
0.6269401907920837,
0.7985959053039551,
-0.13891364634037018,
-0.8693839907646179,
-0.25858673453330994,
-0.714144766330719,
-0.4167955815792084,
0.14691849052906036,
-1.2219531536102295,
1.4329423904418945,
0.23510368168354034,
0.03598223626613617,
-0.28366509079933167,
0.5653799772262573,
-0.19897809624671936,
0.6501715183258057,
0.5796021223068237,
0.9785646200180054,
0.3679010570049286,
0.061754364520311356,
0.6964161396026611,
-0.25514569878578186,
0.3249155282974243,
0.7860060930252075,
-0.3450574278831482,
0.45564278960227966,
0.8179463148117065,
-0.22740821540355682,
0.8430883288383484,
0.5244500637054443,
-0.37127718329429626,
0.57805335521698,
-0.0260193832218647,
0.39463478326797485,
0.012253277003765106,
-0.12682299315929413,
-0.5604544878005981,
0.7259994149208069,
0.13099803030490875,
-0.4166339039802551,
-0.592889666557312,
0.027322430163621902,
0.6157410144805908,
-0.22369618713855743,
-0.43597212433815,
0.6718859672546387,
-0.19642069935798645,
-0.21401698887348175,
0.12348049879074097,
0.10016398131847382,
0.28833720088005066,
-0.35588836669921875,
-0.1907341033220291,
-0.47193068265914917,
-0.32085123658180237,
-0.5377904772758484,
-0.8315885663032532,
0.6092514991760254,
0.30212491750717163,
-0.4474629759788513,
-0.028819490224123,
0.7862709760665894,
-0.08640065044164658,
-0.8326303362846375,
0.25248241424560547,
0.2571167051792145,
0.42919063568115234,
-0.06236298009753227,
-0.4064851403236389,
0.5007198452949524,
-0.0863494724035263,
-0.6018980741500854,
0.059115927666425705,
0.26290982961654663,
0.2189672440290451,
0.31484749913215637,
0.7613992691040039,
0.04945982247591019,
0.186558336019516,
-0.5470962524414062,
1.1260550022125244,
-1.075516939163208,
-0.7292479276657104,
-1.1426770687103271,
0.8838313817977905,
-0.6856589913368225,
-0.2607775628566742,
1.3028171062469482,
1.2433313131332397,
0.48104411363601685,
-0.022525805979967117,
0.887535572052002,
-0.47494077682495117,
0.7346076965332031,
-0.48889344930648804,
0.8440303802490234,
-0.7989626526832581,
0.043570391833782196,
-0.4140028953552246,
-0.3929765224456787,
-0.1786135733127594,
0.439418226480484,
0.1127801388502121,
-0.4639846682548523,
0.7069546580314636,
0.30822259187698364,
-0.25110816955566406,
-0.05656193941831589,
0.20909222960472107,
0.332375705242157,
-0.2116815149784088,
0.18422143161296844,
0.5839535593986511,
-0.3892870545387268,
0.2393859624862671,
-0.02192893996834755,
-0.22724685072898865,
-0.3331165909767151,
-0.9932006597518921,
-0.6930971145629883,
-0.24490761756896973,
-0.008025881834328175,
-0.7960618734359741,
0.3112891614437103,
0.8639890551567078,
0.8848764300346375,
-0.46467047929763794,
-0.2660521864891052,
0.09665274620056152,
0.5092986226081848,
0.12164865434169769,
-0.2487432211637497,
0.5925824046134949,
0.05041827633976936,
-0.37725433707237244,
0.6462493538856506,
0.2803753614425659,
-0.28422847390174866,
-0.12057860195636749,
0.33701783418655396,
-0.49302443861961365,
0.592182457447052,
0.23149394989013672,
0.3031793534755707,
-0.07928358763456345,
-0.37809792160987854,
0.19242987036705017,
-0.041516292840242386,
0.11819811165332794,
0.6155464053153992,
-0.5608776807785034,
-0.167921781539917,
0.5918592214584351,
0.25882625579833984,
0.39881718158721924,
0.08155455440282822,
0.0603797622025013,
-0.6201583743095398,
0.3838982582092285,
-0.17652463912963867,
0.23875916004180908,
-0.20886175334453583,
-0.41775694489479065,
0.4520244002342224,
0.3875434994697571,
-0.45355454087257385,
-1.2233805656433105,
0.02534901164472103,
-1.432852029800415,
-0.4146521985530853,
1.153072476387024,
0.26961749792099,
-0.7916597723960876,
-0.19415327906608582,
-0.4648486077785492,
0.2874554991722107,
-0.8627874255180359,
0.4898878037929535,
0.5526073575019836,
-0.014866319485008717,
-0.367057740688324,
-0.42748886346817017,
0.08579567819833755,
-0.5012542605400085,
-0.5293046236038208,
-0.34068670868873596,
0.607441782951355,
0.6149872541427612,
0.3639552593231201,
0.8156183958053589,
0.08614907413721085,
0.4053806662559509,
0.3138786852359772,
0.031876090914011,
-0.19249136745929718,
-0.7955998182296753,
-0.026476731523871422,
0.48371925950050354,
-0.6550602912902832,
-0.7555056810379028
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
amttl | null | 2023-01-25T14:26:23Z | 375 | 1 | null | [
"task_categories:token-classification",
"task_ids:parsing",
"annotations_creators:crowdsourced",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:1K<n<10K",
"source_datasets:original",
"language:zh",
"license:mit",
"region:us"
] | 2023-01-25T14:26:23Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- crowdsourced
language_creators:
- found
language:
- zh
license:
- mit
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- original
task_categories:
- token-classification
task_ids:
- parsing
pretty_name: AMTTL
dataset_info:
features:
- name: id
dtype: string
- name: tokens
sequence: string
- name: tags
sequence:
class_label:
names:
'0': B
'1': I
'2': E
'3': S
config_name: amttl
splits:
- name: train
num_bytes: 1132212
num_examples: 3063
- name: validation
num_bytes: 324374
num_examples: 822
- name: test
num_bytes: 328525
num_examples: 908
download_size: 685534
dataset_size: 1785111
---
# Dataset Card for AMTTL
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [Github](https://github.com/adapt-sjtu/AMTTL/tree/master/medical_data)
- **Repository:** [Github](https://github.com/adapt-sjtu/AMTTL/tree/master/medical_data)
- **Paper:** [Aclweb](http://aclweb.org/anthology/C18-1307)
- **Leaderboard:**
- **Point of Contact:**
### Dataset Summary
[More Information Needed]
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
[More Information Needed]
## Dataset Structure
### Data Instances
[More Information Needed]
### Data Fields
[More Information Needed]
### Data Splits
[More Information Needed]
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
```bibtex
@inproceedings{xing2018adaptive,
title={Adaptive multi-task transfer learning for Chinese word segmentation in medical text},
author={Xing, Junjie and Zhu, Kenny and Zhang, Shaodian},
booktitle={Proceedings of the 27th International Conference on Computational Linguistics},
pages={3619--3630},
year={2018}
}
```
### Contributions
Thanks to [@JetRunner](https://github.com/JetRunner) for adding this dataset. | [
-0.2833299934864044,
-0.747113823890686,
0.09348919242620468,
0.10199657082557678,
-0.44782593846321106,
0.29204002022743225,
-0.4047597348690033,
-0.44958534836769104,
0.6031005382537842,
0.4349142014980316,
-0.7112618684768677,
-0.9814809560775757,
-0.621425986289978,
0.11019248515367508,
-0.1451789289712906,
1.0410910844802856,
-0.05610097944736481,
-0.034813813865184784,
0.19935162365436554,
-0.4164963364601135,
-0.30390387773513794,
-0.4869881272315979,
-0.7369953393936157,
-0.4080013036727905,
0.5028852820396423,
0.6399189829826355,
0.6374183297157288,
1.0903403759002686,
0.5492942333221436,
0.2485455721616745,
0.0598905049264431,
0.12116382271051407,
-0.21999111771583557,
-0.0933256596326828,
0.1450185626745224,
-0.2952280342578888,
-0.751663088798523,
-0.05349322780966759,
0.7005836963653564,
0.4786508083343506,
-0.09192482382059097,
0.38639602065086365,
0.08514023572206497,
0.692009449005127,
-0.4468446373939514,
0.4458724558353424,
-0.47799620032310486,
0.18777886033058167,
-0.6407320499420166,
-0.21751034259796143,
-0.2031649798154831,
-0.400481641292572,
-0.07158604264259338,
-0.626802921295166,
0.20766746997833252,
0.15004801750183105,
0.9235813021659851,
0.07678396999835968,
-0.4159444272518158,
-0.28366926312446594,
-0.38397490978240967,
0.604442834854126,
-0.7452871203422546,
0.20754089951515198,
0.4700606167316437,
0.3041171431541443,
0.2719603478908539,
-0.9592282772064209,
-0.5518399477005005,
0.08509931713342667,
-0.12726075947284698,
0.3793727159500122,
-0.2237613946199417,
-0.08966246992349625,
0.43712741136550903,
0.4198352098464966,
-0.5954025983810425,
-0.16554996371269226,
-0.6264736652374268,
-0.2277292013168335,
0.8448594212532043,
0.31935784220695496,
0.2932756543159485,
-0.5208773016929626,
-0.2199317067861557,
-0.260477215051651,
-0.5021852850914001,
-0.04536078870296478,
0.1617773175239563,
0.5207131505012512,
-0.7875789999961853,
0.6077609658241272,
-0.031005261465907097,
0.7328181266784668,
-0.33093252778053284,
0.009942159987986088,
0.9124712347984314,
-0.7831239700317383,
-0.1477423757314682,
0.14382483065128326,
0.946890652179718,
0.38405054807662964,
0.17514482140541077,
0.12747928500175476,
0.004262300208210945,
-0.379952996969223,
0.19888313114643097,
-0.6397516131401062,
-0.46569591760635376,
0.4885033369064331,
-0.7375107407569885,
-0.20595870912075043,
0.1856876015663147,
-1.0726839303970337,
-0.31866154074668884,
-0.3642725944519043,
0.028709562495350838,
-0.43093839287757874,
-0.2861526608467102,
-0.22934122383594513,
-0.06369680911302567,
0.3460061252117157,
0.2267744392156601,
-0.6520706415176392,
0.3381696939468384,
0.334476113319397,
1.0018068552017212,
-0.29472285509109497,
-0.3626018762588501,
-0.2974003553390503,
0.3297143876552582,
0.0311280507594347,
0.6719654202461243,
-0.3049015700817108,
-0.6306504607200623,
0.13229520618915558,
0.36162903904914856,
-0.23717331886291504,
-0.3336682617664337,
0.8541610836982727,
-0.03370378166437149,
0.11295566707849503,
-0.4858982563018799,
-0.24734073877334595,
-0.16965289413928986,
0.33930882811546326,
-0.7842787504196167,
1.0735965967178345,
0.1090589314699173,
-0.873541533946991,
0.3706521689891815,
-1.2306582927703857,
-0.6929932236671448,
0.15764211118221283,
-0.21136081218719482,
-0.6225490570068359,
-0.3491658568382263,
0.2110009342432022,
0.4978558123111725,
-0.3806722164154053,
0.13218778371810913,
-0.22504176199436188,
-0.011667124927043915,
0.1457529067993164,
-0.24102962017059326,
1.1850545406341553,
0.42040902376174927,
-0.12773138284683228,
0.39393311738967896,
-0.9228518605232239,
0.1373562514781952,
0.3113468885421753,
-0.3700353503227234,
-0.07999782264232635,
-0.1354411393404007,
0.5273144245147705,
0.09586148709058762,
0.3134056627750397,
-0.5283355116844177,
0.16817821562290192,
-0.2076740562915802,
0.5847623348236084,
0.6200379729270935,
0.11034277081489563,
0.01650814339518547,
-0.49054574966430664,
0.4828386902809143,
0.3130902051925659,
0.34243452548980713,
0.20659485459327698,
-0.5716884732246399,
-0.8002548217773438,
-0.14588141441345215,
0.31447407603263855,
0.7401446104049683,
-0.744326114654541,
0.7059198617935181,
-0.57448410987854,
-0.7103310227394104,
-0.7391219735145569,
-0.07571573555469513,
0.4550599455833435,
0.5912931561470032,
0.668135941028595,
-0.3117852509021759,
-0.7312490344047546,
-0.898410439491272,
0.06709787994623184,
-0.10967504978179932,
0.20585906505584717,
0.6326987743377686,
0.7460449934005737,
-0.1369953602552414,
0.6879855990409851,
-0.8247628211975098,
-0.40983644127845764,
-0.4624982476234436,
0.06317368149757385,
0.28518062829971313,
0.7127103805541992,
0.3758462369441986,
-0.8694946765899658,
-0.5582717061042786,
-0.036554981023073196,
-0.7647306323051453,
-0.13672004640102386,
-0.004106647334992886,
-0.1849423199892044,
0.12721873819828033,
0.2096485197544098,
-0.2147723138332367,
0.5812051296234131,
0.5089129209518433,
-0.6916396617889404,
0.6001330614089966,
-0.2225259691476822,
0.2926442325115204,
-1.542561650276184,
0.44085052609443665,
0.07521989196538925,
0.03824332356452942,
-0.5673235654830933,
-0.3182545602321625,
0.2129591703414917,
0.03702950477600098,
-0.3745763897895813,
0.6802772879600525,
-0.40961286425590515,
0.19784845411777496,
-0.01332947239279747,
-0.03546048328280449,
-0.08176671713590622,
0.4478350877761841,
-0.07187800854444504,
0.7375535368919373,
0.5099906325340271,
-0.519904375076294,
0.35868939757347107,
0.6532086133956909,
-0.20462465286254883,
0.5009541511535645,
-0.6738860011100769,
-0.11245670169591904,
-0.004359451588243246,
0.09996925294399261,
-0.9414545297622681,
-0.37771153450012207,
0.6033294200897217,
-0.6123585104942322,
0.37900248169898987,
-0.1520352065563202,
-0.6349648237228394,
-0.5045436024665833,
-0.4978380799293518,
0.3490627706050873,
0.3272813856601715,
-0.2744463384151459,
0.45462149381637573,
0.7229593396186829,
0.23421254754066467,
-0.4269472062587738,
-1.1441497802734375,
0.039119962602853775,
-0.18120485544204712,
-0.5654339790344238,
0.6621618866920471,
-0.19906455278396606,
0.05465376749634743,
0.22583138942718506,
0.2629031836986542,
-0.2097494751214981,
-0.036718837916851044,
0.19765682518482208,
0.2052050083875656,
-0.22047585248947144,
0.07087930291891098,
-0.07932841032743454,
-0.08191607892513275,
-0.1218898594379425,
0.11786775290966034,
0.49523159861564636,
0.12948249280452728,
-0.39526844024658203,
-0.22296328842639923,
0.31973570585250854,
0.2692459523677826,
-0.38581615686416626,
0.5833452939987183,
0.9460716247558594,
-0.513837456703186,
0.024578258395195007,
-0.4854620099067688,
-0.004185094498097897,
-0.43436118960380554,
0.45796096324920654,
-0.19888798892498016,
-0.603969156742096,
0.8295412659645081,
0.34065189957618713,
0.2333102524280548,
0.743550717830658,
0.751227855682373,
0.22833791375160217,
0.6503574848175049,
0.2534651458263397,
-0.16653959453105927,
0.6267811059951782,
-0.442440390586853,
-0.16270120441913605,
-1.2164677381515503,
-0.26845839619636536,
-0.5824008584022522,
-0.4187682867050171,
-0.6629296541213989,
-0.47408974170684814,
0.22813664376735687,
-0.3177272379398346,
-0.38855135440826416,
0.3780713677406311,
-0.7762229442596436,
0.24337825179100037,
0.8576728105545044,
0.39210188388824463,
0.16687725484371185,
-0.09449763596057892,
-0.10498730093240738,
0.030015457421541214,
-0.5916646122932434,
-0.3500995934009552,
1.2432894706726074,
0.33872395753860474,
0.5395427346229553,
0.1569470912218094,
0.6449853181838989,
0.35241541266441345,
0.21376995742321014,
-0.6508888006210327,
0.48269397020339966,
-0.4699801504611969,
-0.6707114577293396,
-0.3426269292831421,
-0.28088757395744324,
-1.1983981132507324,
0.05161163583397865,
-0.3097435534000397,
-0.7062493562698364,
0.2267395704984665,
0.3163420557975769,
-0.2633805274963379,
0.432859867811203,
-0.9368265271186829,
1.065603256225586,
-0.1657428741455078,
-0.2949317991733551,
0.08643302321434021,
-0.9740284085273743,
0.2776918411254883,
0.09005159139633179,
0.264984667301178,
-0.13197050988674164,
-0.06440968811511993,
1.2536814212799072,
-0.48942509293556213,
1.0335872173309326,
-0.3360491991043091,
0.48484382033348083,
0.30093061923980713,
-0.4516623318195343,
0.4296683073043823,
-0.06531572341918945,
-0.10854613035917282,
0.16147665679454803,
0.07062029838562012,
-0.3648982644081116,
-0.2708876430988312,
0.6552687883377075,
-0.8268029093742371,
-0.2721424996852875,
-0.49600592255592346,
-0.4354964792728424,
-0.15352705121040344,
0.48328670859336853,
0.22205427289009094,
0.48505064845085144,
0.04988797754049301,
0.3636215031147003,
0.37583592534065247,
-0.17715030908584595,
0.3281494677066803,
0.3617575764656067,
0.13616536557674408,
-0.819577157497406,
0.8764691948890686,
0.6013526916503906,
-0.024986131116747856,
0.34199973940849304,
0.3211381137371063,
-0.4578033983707428,
-0.6979714035987854,
-0.42158615589141846,
0.30595120787620544,
-0.7843164801597595,
-0.2283117175102234,
-0.5551206469535828,
-0.4918056130409241,
-0.5605178475379944,
0.03748456388711929,
-0.06442684680223465,
-0.37994709610939026,
-0.47935646772384644,
-0.19325202703475952,
0.648074209690094,
0.4700920283794403,
-0.1669008582830429,
0.3478987514972687,
-0.8597675561904907,
0.13675066828727722,
-0.16541066765785217,
0.4377702474594116,
0.18569816648960114,
-0.3865467309951782,
-0.5334944128990173,
0.030952392145991325,
-0.45771732926368713,
-0.9465399384498596,
0.3818192481994629,
0.1364176720380783,
0.8502188324928284,
0.09328417479991913,
0.2405557781457901,
0.8005112409591675,
-0.29999589920043945,
1.009297251701355,
0.1541934311389923,
-0.6810564398765564,
0.7082240581512451,
-0.33904799818992615,
0.5877211093902588,
0.7405266761779785,
0.15114638209342957,
-0.6581825613975525,
-0.08977966010570526,
-0.8602381348609924,
-1.1706764698028564,
0.8710173964500427,
0.19181281328201294,
-0.07865049690008163,
-0.030609184876084328,
0.2183430939912796,
-0.16063448786735535,
0.14885470271110535,
-1.0328245162963867,
-1.0095701217651367,
-0.3278009295463562,
-0.5121302008628845,
-0.00978075247257948,
-0.2865222990512848,
-0.35436782240867615,
-0.3579747974872589,
0.8095597624778748,
-0.009228616952896118,
0.5026957988739014,
0.38833877444267273,
0.08353405445814133,
-0.09022781252861023,
0.24387125670909882,
0.5951961874961853,
0.5568447113037109,
-0.27914705872535706,
0.1132350042462349,
0.0964571163058281,
-0.9871331453323364,
-0.21524834632873535,
0.2750065326690674,
-0.1341041624546051,
-0.11419357359409332,
0.621844470500946,
0.8937884569168091,
0.04821353778243065,
-0.40817344188690186,
0.538922905921936,
0.12017389386892319,
-0.5155361294746399,
-0.5651199221611023,
-0.08931995183229446,
-0.10342337191104889,
0.1899096518754959,
0.37270405888557434,
-0.09193485975265503,
0.1507979780435562,
-0.2252258062362671,
0.43532297015190125,
0.22279946506023407,
-0.5773519277572632,
-0.39328259229660034,
0.7950101494789124,
0.2118397206068039,
-0.35879507660865784,
0.5749043822288513,
-0.04826764389872551,
-0.37418457865715027,
0.5525122284889221,
0.41658151149749756,
1.0347630977630615,
-0.06228605657815933,
0.029665395617485046,
0.7178385257720947,
0.3778248131275177,
0.2695508897304535,
0.7472388744354248,
0.004546137060970068,
-0.7977341413497925,
-0.23918363451957703,
-0.4247099757194519,
-0.19747737050056458,
0.11591080576181412,
-0.6746912598609924,
0.4465198516845703,
-0.43640777468681335,
-0.2269262671470642,
0.018095767125487328,
0.320365846157074,
-0.7314253449440002,
0.26557597517967224,
0.017258120700716972,
1.161890983581543,
-0.8664966225624084,
1.184561014175415,
0.7897567749023438,
-0.6985196471214294,
-0.8814616799354553,
0.015302326530218124,
0.12249675393104553,
-1.1166836023330688,
0.42457816004753113,
-0.0614192970097065,
0.5031590461730957,
0.0889752209186554,
-0.46185851097106934,
-0.7752313613891602,
1.5040282011032104,
0.05266240984201431,
-0.08188439905643463,
-0.008150952868163586,
0.1636030524969101,
0.4576316177845001,
-0.4207007884979248,
0.2219676375389099,
0.4263157844543457,
0.7292202115058899,
0.39265176653862,
-0.8017104268074036,
0.3878864645957947,
-0.4216957092285156,
-0.24749009311199188,
0.20213980972766876,
-0.7590041160583496,
0.7578049302101135,
-0.05095772072672844,
-0.18007178604602814,
-0.3139222264289856,
0.4221911132335663,
0.394802451133728,
0.33341196179389954,
0.466831773519516,
0.5659305453300476,
0.7539640665054321,
-0.2570427656173706,
0.9080153107643127,
-0.4360569715499878,
0.3743351399898529,
1.1866990327835083,
0.13178633153438568,
0.7806556820869446,
0.48491716384887695,
-0.544032871723175,
0.27242302894592285,
0.7450024485588074,
-0.3253330588340759,
0.3952532112598419,
0.206151083111763,
0.08010730892419815,
-0.014645957387983799,
-0.20835217833518982,
-0.5684897303581238,
0.36305391788482666,
0.4877769947052002,
-0.7349891066551208,
-0.22238236665725708,
-0.15559466183185577,
0.1504787802696228,
-0.21541808545589447,
-0.29796913266181946,
0.7281304597854614,
-0.11765453219413757,
-0.3687019944190979,
0.41220247745513916,
-0.1674332320690155,
0.5603663921356201,
-0.8177291750907898,
-0.09113118797540665,
0.0988667756319046,
0.02581457607448101,
-0.5247249603271484,
-1.1149909496307373,
0.5366239547729492,
-0.29291123151779175,
-0.3216014504432678,
-0.07064900547266006,
0.5425663590431213,
-0.44991397857666016,
-0.7025972008705139,
0.15154874324798584,
0.614094078540802,
0.15901920199394226,
0.43305861949920654,
-1.263085961341858,
0.28272268176078796,
0.3482414782047272,
-0.39401522278785706,
0.1923576146364212,
0.5051737427711487,
0.028317561373114586,
0.588965892791748,
0.5762175917625427,
0.3975565731525421,
0.08426515012979507,
0.1882515400648117,
0.8348835706710815,
-0.8627862930297852,
-0.4911216199398041,
-0.8524452447891235,
0.7572799921035767,
-0.44225025177001953,
-0.5597649812698364,
0.776889443397522,
0.9460538625717163,
0.708101212978363,
-0.003948128316551447,
1.071638822555542,
-0.5763669610023499,
0.8353203535079956,
-0.5261841416358948,
0.9134820103645325,
-0.688566267490387,
0.11025626212358475,
-0.30956077575683594,
-0.46041783690452576,
-0.7110601663589478,
0.4986018240451813,
-0.3187335431575775,
0.07316425442695618,
0.6675094962120056,
0.7011052370071411,
-0.060177139937877655,
0.03397832810878754,
0.18865124881267548,
0.3786034882068634,
0.407322496175766,
0.41597673296928406,
0.15873774886131287,
-0.6011145710945129,
0.685147762298584,
-0.4376235604286194,
-0.21933141350746155,
-0.059223879128694534,
-0.8876956701278687,
-0.7343229055404663,
-0.9581783413887024,
-0.581337034702301,
-0.5400297045707703,
-0.0654822364449501,
1.1299673318862915,
0.6236504316329956,
-1.0345202684402466,
-0.46870940923690796,
0.1182246133685112,
0.1868068277835846,
-0.19893886148929596,
-0.2514185309410095,
0.8614576458930969,
-0.055472612380981445,
-0.6568107008934021,
-0.23514345288276672,
-0.013023884035646915,
0.22806595265865326,
0.011529337614774704,
-0.07584383338689804,
-0.5923771858215332,
-0.54571932554245,
0.36764466762542725,
0.40268850326538086,
-0.7048833966255188,
-0.34923842549324036,
-0.20618422329425812,
0.08916717022657394,
0.36321136355400085,
0.5938749313354492,
-0.30753329396247864,
0.590644121170044,
0.5044695734977722,
0.39728131890296936,
0.42986416816711426,
0.07356888055801392,
0.2769121825695038,
-0.8521365523338318,
0.011794323101639748,
0.21073801815509796,
0.4896217882633209,
0.19591471552848816,
-0.35530349612236023,
0.826370894908905,
0.4070673882961273,
-0.5876121520996094,
-0.6878281235694885,
-0.12509970366954803,
-1.3681720495224,
-0.09989815950393677,
1.3332297801971436,
-0.007872460409998894,
-0.3351319432258606,
-0.38229548931121826,
-0.3560023307800293,
0.5137137770652771,
-0.677374541759491,
0.3751271665096283,
0.7314400672912598,
-0.22130808234214783,
-0.19521594047546387,
-0.5998482704162598,
0.611994743347168,
-0.2599623501300812,
-0.8976245522499084,
0.31006190180778503,
0.2820339798927307,
0.08118503540754318,
0.17515325546264648,
0.9491457343101501,
-0.3180682957172394,
0.08926451951265335,
-0.1582004576921463,
0.22907334566116333,
-0.22766496241092682,
0.15429344773292542,
-0.1929371953010559,
0.05803162232041359,
0.14408646523952484,
-0.4498876631259918
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
Graphcore/wikipedia-bert-128 | Graphcore | 2022-09-07T14:42:32Z | 375 | 0 | null | [
"language:en",
"license:cc-by-sa-3.0",
"region:us"
] | 2022-09-07T14:42:32Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
language:
- en
license:
- cc-by-sa-3.0
--- | [
-0.1285335123538971,
-0.1861683875322342,
0.6529128551483154,
0.49436232447624207,
-0.19319400191307068,
0.23607441782951355,
0.36072009801864624,
0.05056373029947281,
0.5793656706809998,
0.7400146722793579,
-0.650810182094574,
-0.23784008622169495,
-0.7102247476577759,
-0.04782553389668465,
-0.38947567343711853,
0.8470754623413086,
-0.09598255157470703,
0.024005301296710968,
0.04711989313364029,
-0.1431780606508255,
-0.6121035814285278,
-0.04771772027015686,
-1.052453637123108,
-0.06787454336881638,
0.30022722482681274,
0.5120980143547058,
0.827591061592102,
0.396028608083725,
0.5030559301376343,
1.7515556812286377,
-0.08836911618709564,
-0.22754397988319397,
-0.45892009139060974,
0.42230671644210815,
-0.3327728509902954,
-0.4213376045227051,
-0.2624169588088989,
-0.07449327409267426,
0.32380378246307373,
0.7903715968132019,
-0.3810409903526306,
0.19328100979328156,
-0.22438451647758484,
1.0082244873046875,
-0.8202077150344849,
0.2263088971376419,
-0.1669832170009613,
0.14053183794021606,
0.042308785021305084,
-0.1459192931652069,
-0.132632315158844,
-0.6440047025680542,
0.06469497084617615,
-0.8995957374572754,
0.10274903476238251,
-0.044610701501369476,
0.8789557218551636,
0.21909034252166748,
-0.5102370381355286,
-0.0459778755903244,
-0.6883591413497925,
1.0972505807876587,
-0.17556053400039673,
0.7615716457366943,
0.45078057050704956,
0.4528845548629761,
-0.5849325656890869,
-1.178217887878418,
-0.444186270236969,
-0.13578970730304718,
0.14722752571105957,
0.3055606484413147,
-0.34530261158943176,
-0.022343739867210388,
0.10801080614328384,
0.5610312819480896,
-0.5003757476806641,
-0.3119601309299469,
-0.957992672920227,
-0.18164905905723572,
0.6820485591888428,
0.3193078637123108,
0.8340443968772888,
0.18731552362442017,
-0.7347202301025391,
0.12866359949111938,
-1.3239705562591553,
0.07650737464427948,
0.6465021371841431,
0.2394677698612213,
-0.5545985102653503,
0.8594784736633301,
-0.285879909992218,
0.6262495517730713,
0.27284637093544006,
-0.11645288020372391,
0.27842551469802856,
-0.23030714690685272,
-0.27350643277168274,
0.03308771923184395,
0.3459731340408325,
0.8204494714736938,
0.1624859869480133,
-0.019984528422355652,
-0.22124026715755463,
0.002071946859359741,
0.26844531297683716,
-0.7935100793838501,
-0.4712666869163513,
0.1926693618297577,
-0.5589529871940613,
-0.09108539670705795,
0.43270164728164673,
-1.097684383392334,
-0.4812983572483063,
-0.18798448145389557,
0.05468184873461723,
-0.5451682209968567,
-0.36979442834854126,
0.07273299992084503,
-0.7925408482551575,
-0.12434210628271103,
0.5709508657455444,
-0.6230251789093018,
0.43974602222442627,
0.5336250066757202,
0.786163330078125,
0.23303917050361633,
-0.2361360788345337,
-0.6695016622543335,
0.48848265409469604,
-0.8661869764328003,
0.36860689520835876,
-0.30737850069999695,
-0.8298647403717041,
-0.09631016105413437,
0.5393157005310059,
0.2066487818956375,
-0.665324866771698,
0.7074040770530701,
-0.549697995185852,
-0.07806510478258133,
-0.4308289587497711,
-0.24321980774402618,
0.17460422217845917,
0.11115413904190063,
-0.6238906979560852,
0.9402236342430115,
0.5551110506057739,
-0.5841096639633179,
0.3170124292373657,
-0.4869508147239685,
-0.6865580081939697,
0.2674822211265564,
-0.008751265704631805,
-0.04715294390916824,
0.32795268297195435,
-0.15983977913856506,
-0.0020515620708465576,
0.10505715012550354,
0.008300501853227615,
-0.21891629695892334,
-0.47863084077835083,
0.06349922716617584,
0.15165063738822937,
1.2536829710006714,
0.40836217999458313,
-0.37718790769577026,
-0.13140133023262024,
-1.0526151657104492,
0.02543264627456665,
0.05050137639045715,
-0.42306792736053467,
-0.2504563331604004,
-0.14882251620292664,
-0.20381605625152588,
0.4307262599468231,
0.21184733510017395,
-0.8131154775619507,
0.22643575072288513,
-0.20640233159065247,
0.3644976019859314,
0.8222091197967529,
0.2703099548816681,
0.39760541915893555,
-0.6625280380249023,
0.6563136577606201,
0.2076185643672943,
0.49590179324150085,
0.3540418744087219,
-0.3845820426940918,
-0.9641578197479248,
-0.4421607553958893,
-0.10117406398057938,
0.2975529730319977,
-0.7744959592819214,
0.584731936454773,
0.012979187071323395,
-0.5836696028709412,
-0.4465281069278717,
-0.15488091111183167,
0.2755323648452759,
-0.06606610864400864,
0.033349379897117615,
-0.4049781262874603,
-0.7394410371780396,
-1.0127897262573242,
-0.13788102567195892,
-0.5021383762359619,
-0.2189284861087799,
0.3160586953163147,
0.26177433133125305,
-0.3429007828235626,
0.761074960231781,
-0.605928361415863,
-0.7040645480155945,
-0.13973550498485565,
-0.09959849715232849,
0.618772029876709,
0.9297672510147095,
0.7491389513015747,
-0.7224891781806946,
-0.8973815441131592,
-0.05623132735490799,
-0.5420036911964417,
-0.020043618977069855,
0.03815015032887459,
-0.18260695040225983,
-0.10514965653419495,
0.22352561354637146,
-0.6100800037384033,
0.8851075172424316,
0.43224942684173584,
-0.6815470457077026,
0.521058976650238,
-0.4444415867328644,
0.607380211353302,
-0.8642836213111877,
-0.2911486029624939,
-0.1682354062795639,
-0.1976117193698883,
-0.7090163826942444,
0.1941153109073639,
-0.30022329092025757,
-0.3302987813949585,
-0.7474029064178467,
0.5274896025657654,
-0.9497008919715881,
-0.1878155767917633,
-0.33672797679901123,
-0.03423091769218445,
0.258078396320343,
0.19490550458431244,
-0.2356022596359253,
0.8900527954101562,
0.9160481691360474,
-0.7121304869651794,
0.5487284064292908,
0.3930913209915161,
-0.1920015811920166,
0.713123619556427,
-0.3887737989425659,
0.05162034556269646,
-0.12344932556152344,
0.14374586939811707,
-1.1263889074325562,
-0.5611576437950134,
0.13677352666854858,
-0.7127033472061157,
0.1768694370985031,
-0.16556863486766815,
-0.09428544342517853,
-0.6608470678329468,
-0.33806464076042175,
0.25910061597824097,
0.48612281680107117,
-0.4796994924545288,
0.6188153028488159,
0.5728035569190979,
0.026518523693084717,
-0.5307413935661316,
-0.7206829786300659,
0.20418179035186768,
0.03964628279209137,
-0.5569695234298706,
0.3011685907840729,
0.006543658673763275,
-0.6622449159622192,
-0.37112465500831604,
-0.26354193687438965,
-0.6043857336044312,
-0.22679749131202698,
0.7826980352401733,
0.11994287371635437,
-0.09012241661548615,
-0.20310327410697937,
-0.3199535310268402,
-0.061674781143665314,
0.3048747181892395,
-0.07575264573097229,
0.7232831716537476,
-0.3362368941307068,
-0.17849993705749512,
-0.8877336382865906,
0.6527547836303711,
0.9970458745956421,
0.09446781873703003,
0.8066442012786865,
0.463242769241333,
-0.356474369764328,
-0.13046561181545258,
-0.3535457253456116,
-0.15120631456375122,
-0.6857743859291077,
-0.1806795597076416,
-0.5322473645210266,
-0.5411435961723328,
0.40530624985694885,
0.10101401060819626,
-0.0021039992570877075,
0.5167040824890137,
0.25336092710494995,
-0.28806865215301514,
0.7550323605537415,
1.0343408584594727,
0.13917939364910126,
0.36029139161109924,
-0.28547197580337524,
0.6341596841812134,
-0.8329949378967285,
-0.34052106738090515,
-0.4548071026802063,
-0.2563583254814148,
-0.3121439814567566,
-0.1075083538889885,
0.5791015028953552,
0.28182128071784973,
-0.4463469982147217,
0.12506772577762604,
-0.5994209051132202,
0.6587362289428711,
0.6273985505104065,
0.5719729661941528,
0.1997300386428833,
-0.46199458837509155,
0.19982901215553284,
0.048167064785957336,
-0.45745572447776794,
-0.4009109139442444,
0.7711146473884583,
0.239962637424469,
0.8364018201828003,
0.20927003026008606,
0.4957771599292755,
0.3337545692920685,
0.25280603766441345,
-0.6318972110748291,
0.20098070800304413,
-0.222828209400177,
-1.2459607124328613,
-0.2064269483089447,
-0.16551266610622406,
-1.0080578327178955,
-0.11792004108428955,
-0.18289004266262054,
-0.8406614661216736,
0.2665729522705078,
-0.19225698709487915,
-0.6640642285346985,
0.520614504814148,
-0.5103870630264282,
0.6934709548950195,
-0.23555895686149597,
-0.2817087173461914,
0.11930041760206223,
-0.6889921426773071,
0.5254610776901245,
0.3667148947715759,
0.29168447852134705,
-0.3796895146369934,
-0.3192877471446991,
0.5068991184234619,
-0.8812236785888672,
0.44081082940101624,
-0.10565068572759628,
0.1942814439535141,
0.5358878374099731,
0.4153590202331543,
0.38239675760269165,
0.2869906723499298,
-0.24593809247016907,
-0.23415403068065643,
0.2250344157218933,
-0.7581348419189453,
-0.2775455117225647,
0.9095457792282104,
-0.7519429922103882,
-0.8586916923522949,
-0.6954255104064941,
-0.30645009875297546,
0.2886526584625244,
0.02781439572572708,
0.7154765129089355,
0.6456883549690247,
-0.18821007013320923,
0.23777063190937042,
0.720821738243103,
-0.014694413170218468,
0.723556399345398,
0.29411089420318604,
-0.4056652784347534,
-0.6169788241386414,
0.718232274055481,
0.26270464062690735,
0.05162703990936279,
0.028327442705631256,
0.3058736324310303,
-0.17546680569648743,
-0.1507863998413086,
-0.6318317651748657,
-0.0639532208442688,
-0.7465732097625732,
-0.09279482066631317,
-0.7541394829750061,
-0.2507745921611786,
-0.7114589214324951,
-0.8068138360977173,
-0.708016037940979,
-0.45604345202445984,
-0.4301196336746216,
-0.2335222214460373,
0.5163102746009827,
1.1627084016799927,
-0.26131507754325867,
0.8011049628257751,
-0.8900954723358154,
0.41936272382736206,
0.4969545006752014,
0.7519727945327759,
-0.11060971021652222,
-0.6746928691864014,
-0.07836240530014038,
-0.5338752269744873,
-0.29485076665878296,
-1.01569664478302,
0.31774672865867615,
-0.036885976791381836,
0.4053717255592346,
0.4293888807296753,
0.2519032955169678,
0.4939274191856384,
-0.3007313311100006,
1.1130690574645996,
0.7274303436279297,
-0.8033815026283264,
0.5195285677909851,
-0.7634995579719543,
0.16122232377529144,
0.9363659024238586,
0.544775128364563,
-0.4417074918746948,
-0.15113961696624756,
-1.0259764194488525,
-0.8431367874145508,
0.5963038206100464,
0.15439960360527039,
0.01684429496526718,
0.018214639276266098,
0.03168323636054993,
0.29466331005096436,
0.3591306209564209,
-0.784728467464447,
-0.824022650718689,
-0.13851124048233032,
0.25803354382514954,
0.3145602345466614,
-0.16485458612442017,
-0.3003879189491272,
-0.6116158366203308,
0.8711379766464233,
0.1828640252351761,
0.3546237349510193,
0.12073374539613724,
0.04369324818253517,
-0.35506951808929443,
0.14787019789218903,
0.5523004531860352,
1.2529062032699585,
-0.4098334312438965,
0.3673911392688751,
0.1751268208026886,
-0.6540066599845886,
0.6494988203048706,
-0.30363473296165466,
-0.021784666925668716,
0.6203134655952454,
0.17760910093784332,
0.2852843105792999,
0.3155992031097412,
-0.36214208602905273,
0.6047801971435547,
-0.029422320425510406,
-0.17758524417877197,
-0.7005689144134521,
0.15866941213607788,
0.029349908232688904,
0.27508044242858887,
0.43920302391052246,
0.2444339096546173,
0.08246828615665436,
-1.0602877140045166,
0.571104884147644,
0.24493856728076935,
-0.8676615953445435,
-0.30110111832618713,
0.7047960758209229,
0.40753939747810364,
-0.47599589824676514,
0.38749027252197266,
0.012702763080596924,
-0.671023964881897,
0.5987740755081177,
0.551040768623352,
0.7569668292999268,
-0.4702425003051758,
0.30880242586135864,
0.624560534954071,
0.06711313128471375,
0.20550544559955597,
0.6923208236694336,
0.03149370476603508,
-0.44738680124282837,
0.23022504150867462,
-0.5986737012863159,
-0.1468992531299591,
0.13735288381576538,
-0.804742693901062,
0.3515333831310272,
-0.9312610030174255,
-0.24089904129505157,
0.08751519024372101,
0.11761170625686646,
-0.6130950450897217,
0.6674697995185852,
-0.00852571427822113,
0.9280482530593872,
-0.8549090623855591,
0.962628960609436,
0.8559577465057373,
-0.31830841302871704,
-0.7709447145462036,
-0.3355675935745239,
0.0201396644115448,
-0.6660529375076294,
0.7108281850814819,
-0.18973003327846527,
-0.41207355260849,
-0.0932389348745346,
-0.6229831576347351,
-1.0003738403320312,
0.03062039613723755,
0.017416149377822876,
-0.46250253915786743,
0.44547978043556213,
-0.5157256722450256,
0.32896745204925537,
-0.19169752299785614,
0.30509495735168457,
0.771946907043457,
0.7958443760871887,
0.22960850596427917,
-0.6354780197143555,
-0.44666823744773865,
-0.010275822132825851,
-0.1668277382850647,
0.45458102226257324,
-1.071097493171692,
0.9677367210388184,
-0.46525776386260986,
-0.34733179211616516,
0.2706637978553772,
0.7977622747421265,
0.253851056098938,
0.3524123430252075,
0.621953547000885,
0.9016802310943604,
0.36450058221817017,
-0.311782568693161,
0.7276740670204163,
0.2426334023475647,
0.41525477170944214,
0.736419677734375,
-0.22712194919586182,
0.5403842329978943,
0.890641450881958,
-0.7861624360084534,
0.5381764769554138,
0.7879026532173157,
0.16047346591949463,
0.7758153676986694,
0.5944147706031799,
-0.6119515895843506,
-0.11859343945980072,
-0.14641447365283966,
-0.617155909538269,
0.1979750394821167,
0.052926838397979736,
-0.11974767595529556,
-0.28460121154785156,
-0.13567432761192322,
0.12295038253068924,
0.2836456894874573,
-0.5959329605102539,
0.606866180896759,
0.34341561794281006,
-0.6328276991844177,
0.21025121212005615,
-0.2577953636646271,
0.6709502935409546,
-0.5978153944015503,
0.027336426079273224,
-0.2269938588142395,
0.41810357570648193,
-0.4618743360042572,
-1.007582426071167,
0.47138315439224243,
-0.29202455282211304,
-0.4055127203464508,
-0.26942431926727295,
0.8072373867034912,
-0.2213389277458191,
-0.5572863221168518,
0.37486088275909424,
0.13466545939445496,
0.4147361218929291,
0.4014603793621063,
-0.5487300157546997,
0.04779018461704254,
0.13760170340538025,
-0.200618177652359,
0.3601188361644745,
0.29737287759780884,
0.25488775968551636,
0.7100129127502441,
0.5052477121353149,
0.22198741137981415,
0.2569434344768524,
-0.18668603897094727,
0.8387457728385925,
-0.9102790355682373,
-0.8167629241943359,
-0.9497329592704773,
0.38498955965042114,
0.025727245956659317,
-0.8801437616348267,
0.7920297384262085,
0.7652614116668701,
0.5113964080810547,
-0.48778945207595825,
0.4755285680294037,
-0.32647913694381714,
0.5047132968902588,
-0.13870932161808014,
1.0010888576507568,
-0.7607624530792236,
-0.2958727478981018,
-0.030553333461284637,
-0.9216437935829163,
-0.2533755898475647,
0.5375738143920898,
0.15408295392990112,
-0.1460803896188736,
0.4385911226272583,
0.44216352701187134,
0.02217365987598896,
0.2522309720516205,
0.32861030101776123,
0.06042800843715668,
0.14508432149887085,
0.5510439872741699,
1.0931134223937988,
-0.4339442849159241,
0.18694785237312317,
-0.49234768748283386,
-0.45362502336502075,
-0.4153490960597992,
-0.9548052549362183,
-0.664030909538269,
-0.48185425996780396,
-0.2973938286304474,
-0.5915577411651611,
0.11726413667201996,
0.9300881028175354,
0.9018136262893677,
-0.625672459602356,
-0.41243696212768555,
0.2571353614330292,
0.3029336929321289,
-0.22954161465168,
-0.14626723527908325,
0.273649662733078,
-0.00640781968832016,
-0.7211176156997681,
0.39309418201446533,
0.8079767227172852,
0.3887123465538025,
0.08443966507911682,
-0.07217182219028473,
-0.4407084584236145,
0.02610129863023758,
0.5373559594154358,
0.5729556083679199,
-0.6281191110610962,
-0.4099642038345337,
-0.5328325629234314,
-0.21386754512786865,
0.15529415011405945,
0.4807758927345276,
-0.5166380405426025,
0.32661089301109314,
0.8128958940505981,
0.1701769381761551,
0.7187885642051697,
-0.00224892795085907,
0.667864203453064,
-0.897024929523468,
0.44462692737579346,
0.3953385651111603,
0.5681867599487305,
0.0899801105260849,
-0.7339168787002563,
0.9820244908332825,
0.4967435598373413,
-0.6334061026573181,
-1.003425121307373,
0.030799120664596558,
-1.1931143999099731,
-0.37881767749786377,
0.9890837669372559,
-0.09595773369073868,
-0.9597456455230713,
-0.36448919773101807,
-0.3677719235420227,
0.07989602535963058,
-0.33809781074523926,
0.35498178005218506,
0.8268190026283264,
-0.2538067698478699,
-0.2204189896583557,
-0.9505574703216553,
0.47529521584510803,
0.31025224924087524,
-0.5886626839637756,
-0.05114410072565079,
0.32939082384109497,
0.4523683488368988,
0.3009698987007141,
0.5239561200141907,
0.104281947016716,
0.8970535397529602,
0.25200384855270386,
0.30491432547569275,
-0.045266687870025635,
-0.5900777578353882,
-0.016066333279013634,
0.26214760541915894,
0.04487806558609009,
-0.6869444251060486
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
gamino/wiki_medical_terms | gamino | 2022-12-20T16:23:58Z | 375 | 26 | null | [
"task_categories:text-classification",
"annotations_creators:other",
"language_creators:other",
"size_categories:1K<n<10K",
"language:en",
"license:gpl-3.0",
"medical",
"conditions",
"region:us"
] | 2022-12-20T16:23:58Z | 2022-12-20T15:25:02.000Z | 2022-12-20T15:25:02 | ---
annotations_creators:
- other
language:
- en
language_creators:
- other
license:
- gpl-3.0
multilinguality: []
pretty_name: Medical terms and their wikipedia text
size_categories:
- 1K<n<10K
source_datasets: []
tags:
- medical
- conditions
task_categories:
- text-classification
task_ids: []
---
# Dataset Card for [Dataset Name]
## Table of Contents
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
### Dataset Summary
This data set contains over 6,000 medical terms and their wikipedia text. It is intended to be used on a downstream task that requires medical terms and their wikipedia explanation.
## Dataset Structure
### Data Instances
[More Information Needed]
### Data Fields
[More Information Needed]
### Data Splits
[More Information Needed]
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
### Citation Information
[More Information Needed]
| [
-0.5822573900222778,
-0.4624975919723511,
0.2290220707654953,
-0.09167298674583435,
-0.5796141028404236,
-0.10446175932884216,
0.05420162156224251,
0.06855837255716324,
0.633320689201355,
0.6136729717254639,
-0.6973806023597717,
-0.8519214987754822,
-0.5699784159660339,
0.42033055424690247,
-0.5458434820175171,
1.4856696128845215,
0.007102613802999258,
0.24114689230918884,
-0.26031845808029175,
-0.21147750318050385,
-0.2154083400964737,
-0.2724529206752777,
-0.367605984210968,
-0.42230886220932007,
0.9257016777992249,
0.9775015115737915,
0.9168894290924072,
1.184686303138733,
0.9638815522193909,
0.22192730009555817,
0.24935927987098694,
0.27724459767341614,
-0.4203822612762451,
-0.3187192678451538,
-0.2971257269382477,
-0.13364291191101074,
-0.591956377029419,
0.0015718494541943073,
0.6907705664634705,
0.832208514213562,
-0.05638793855905533,
0.4062466621398926,
-0.5352059602737427,
0.6160839796066284,
-0.3821835517883301,
0.35553669929504395,
-0.2928914427757263,
0.12039534002542496,
-0.6101979613304138,
-0.28935733437538147,
0.005641946569085121,
-0.3043851852416992,
-0.044208720326423645,
-0.8064700961112976,
0.3053651750087738,
0.14687533676624298,
0.9200140237808228,
0.17589227855205536,
-0.33088329434394836,
-0.29288825392723083,
-0.28415828943252563,
0.3601210117340088,
-0.6619568467140198,
0.06233979016542435,
0.635093629360199,
0.3823948800563812,
0.14740900695323944,
-1.274986743927002,
-0.8106006979942322,
0.23751825094223022,
-0.418085515499115,
0.24748381972312927,
-0.03568434342741966,
-0.0339372456073761,
0.5165085196495056,
0.7287429571151733,
-0.5221434235572815,
0.041222844272851944,
-1.1085708141326904,
-0.15135599672794342,
0.7492207884788513,
0.44558170437812805,
0.5462725162506104,
-0.5628292560577393,
-0.11058309674263,
-0.07679615169763565,
-0.5440889000892639,
-0.6056389212608337,
0.017236454412341118,
0.2624368667602539,
-0.5474536418914795,
0.9524461030960083,
-0.28209856152534485,
0.7174767851829529,
-0.10701369494199753,
-0.3420295715332031,
0.6029179096221924,
-0.495230108499527,
-0.4593951404094696,
0.164372980594635,
0.7226824760437012,
0.6516602039337158,
0.02153552882373333,
-0.3187023103237152,
0.14993363618850708,
-0.1495281606912613,
0.5287127494812012,
-0.7445883750915527,
-0.49845460057258606,
0.6878188252449036,
-1.0352566242218018,
-0.4828285276889801,
0.24052411317825317,
-0.8828995227813721,
-0.44724902510643005,
-0.31211650371551514,
0.130782812833786,
-0.36708933115005493,
-0.10068764537572861,
-0.15728551149368286,
-0.6283384561538696,
0.45892471075057983,
-0.17955940961837769,
-0.9705297350883484,
0.6147189140319824,
0.4719913899898529,
0.7551396489143372,
-0.40775299072265625,
-0.13592779636383057,
-0.004939775448292494,
0.6103605628013611,
-0.06743186712265015,
0.8625823259353638,
-0.3583168387413025,
-0.8060164451599121,
-0.04625861346721649,
0.31077221035957336,
0.061261314898729324,
-0.42725038528442383,
0.725111186504364,
-0.1464475840330124,
0.29594916105270386,
-0.7514644265174866,
-0.737372636795044,
-0.21383067965507507,
0.1978701502084732,
-1.309761643409729,
0.97733473777771,
0.16229934990406036,
-1.2390185594558716,
0.5381362438201904,
-1.1567760705947876,
-0.7751243710517883,
0.3550649881362915,
-0.4099321961402893,
-0.2925742268562317,
0.23569166660308838,
-0.1265607327222824,
0.5426735877990723,
-0.26227352023124695,
0.054887183010578156,
-0.10299335420131683,
-0.08837416768074036,
0.23953364789485931,
-0.09282927960157394,
0.7469595670700073,
0.4147118031978607,
0.050823748111724854,
0.08762206882238388,
-1.2866408824920654,
0.0027517653070390224,
-0.033085260540246964,
-0.3394029140472412,
-0.2993123233318329,
0.23044252395629883,
0.5159344673156738,
0.030892467126250267,
0.15144403278827667,
-0.25467804074287415,
0.35828813910484314,
-0.020492929965257645,
0.4235214293003082,
0.35337939858436584,
0.42293310165405273,
0.189219132065773,
-0.37414371967315674,
0.25291839241981506,
0.3227710425853729,
0.3584604561328888,
0.2426687330007553,
-0.5041553974151611,
-0.7267569303512573,
-0.21862542629241943,
0.28036776185035706,
0.5959038734436035,
-0.6505817174911499,
0.9774574041366577,
-0.5405068397521973,
-0.78501957654953,
-0.47259101271629333,
-0.04229973256587982,
0.1464541107416153,
0.9138869047164917,
0.7479432821273804,
-0.10341478139162064,
-0.35241395235061646,
-1.183856725692749,
0.3217904269695282,
0.0015740167582407594,
0.08926406502723694,
0.32387763261795044,
1.0055902004241943,
-0.24639226496219635,
0.6702350974082947,
-0.796504557132721,
-0.20845133066177368,
-0.13032138347625732,
0.032273974269628525,
0.3641400635242462,
0.34911060333251953,
0.31559884548187256,
-1.1401900053024292,
-0.286685973405838,
-0.18628308176994324,
-0.7231983542442322,
-0.04599076136946678,
-0.22294244170188904,
-0.5109281539916992,
-0.1625298261642456,
0.1325049102306366,
-0.391634464263916,
0.7533076405525208,
0.23745828866958618,
-0.5804610252380371,
0.325984925031662,
-0.3390597999095917,
0.043713826686143875,
-1.5373938083648682,
0.5701807737350464,
-0.18615177273750305,
0.23141996562480927,
-0.5762737989425659,
-0.016567539423704147,
0.12625695765018463,
0.24978287518024445,
-0.24217727780342102,
0.2952270209789276,
-0.47488248348236084,
0.05167427659034729,
-0.16167327761650085,
-0.08358383178710938,
0.12943848967552185,
0.02323281019926071,
0.1649247109889984,
0.49402856826782227,
0.6360947489738464,
-0.6811787486076355,
1.1084387302398682,
0.7326022386550903,
-0.0761243924498558,
0.9204341173171997,
-0.7762719392776489,
-0.3043632209300995,
-0.21641413867473602,
0.18939043581485748,
-0.7722088098526001,
-0.7970879077911377,
0.43713152408599854,
-0.2382555603981018,
0.17156822979450226,
0.2545158863067627,
-0.9197298884391785,
-0.5466169714927673,
-0.5055885910987854,
0.15600436925888062,
0.21491168439388275,
-0.2513905167579651,
0.2105318009853363,
0.6364809274673462,
0.2302185744047165,
-0.40389323234558105,
-0.9791489839553833,
0.17947860062122345,
-0.17776627838611603,
-0.3710545003414154,
0.6983956694602966,
-0.2835770845413208,
-0.16030976176261902,
0.23123259842395782,
0.10744938254356384,
-0.4373278021812439,
-0.08986503630876541,
0.4915025234222412,
0.4649101495742798,
0.0760563462972641,
0.4881654381752014,
0.16121767461299896,
-0.013887567445635796,
-0.15674953162670135,
0.02814405970275402,
0.37179794907569885,
0.5055853128433228,
-0.18176791071891785,
-0.09167318046092987,
0.7906924486160278,
0.3147297501564026,
-0.04916827753186226,
0.8183345198631287,
0.6579932570457458,
-0.8093881011009216,
0.13148948550224304,
-0.40698209404945374,
0.09600365161895752,
-0.3940095901489258,
0.21516776084899902,
-0.24427670240402222,
-0.16991634666919708,
0.8390488624572754,
0.24573814868927002,
0.27224990725517273,
1.0995277166366577,
0.6125781536102295,
-0.21145568788051605,
0.365268349647522,
0.2627771198749542,
-0.30778107047080994,
0.02572431042790413,
-0.22564886510372162,
0.04951377213001251,
-0.7455307841300964,
-0.7667375206947327,
-0.6926248669624329,
-0.6485373377799988,
-0.7561675906181335,
-0.3703433871269226,
0.16645264625549316,
0.08193235099315643,
-0.11227279156446457,
0.4691724181175232,
-0.7768046259880066,
0.5405561923980713,
0.664153516292572,
0.31449437141418457,
0.16388212144374847,
0.3006942868232727,
-0.03358074650168419,
0.13579565286636353,
-0.6357929110527039,
-0.3775281012058258,
1.1529914140701294,
0.13519923388957977,
0.6103774905204773,
-0.036684952676296234,
0.770226240158081,
0.32747048139572144,
0.3790226876735687,
-0.6014764904975891,
0.4323163628578186,
-0.5557641983032227,
-1.0194416046142578,
-0.5628042817115784,
-0.1754584163427353,
-1.0547319650650024,
-0.40170934796333313,
-0.2616678774356842,
-0.2585195004940033,
0.2871566414833069,
-0.08839427679777145,
-0.2872592806816101,
0.24980774521827698,
-0.596053421497345,
0.8392989635467529,
-0.07133536785840988,
0.10238084197044373,
-0.15790385007858276,
-0.7766042351722717,
0.07630086690187454,
-0.010829126462340355,
0.23269149661064148,
0.01696995459496975,
-0.39394843578338623,
1.005308747291565,
-0.7706717252731323,
0.6700316667556763,
0.07818436622619629,
0.27926376461982727,
0.1753566861152649,
-0.9058156609535217,
0.0507429763674736,
0.11973734945058823,
0.14109240472316742,
0.03815724328160286,
0.10264882445335388,
-0.43119657039642334,
-0.17824023962020874,
0.765363872051239,
-0.6121756434440613,
0.21630558371543884,
-0.35353314876556396,
-0.3210113048553467,
0.01645442098379135,
0.4467470049858093,
0.6502204537391663,
0.6771574020385742,
-0.14540323615074158,
0.2180442214012146,
0.7610149383544922,
-0.34414857625961304,
0.3001616597175598,
0.29205259680747986,
0.169709250330925,
-0.8294551372528076,
0.8129246234893799,
0.484026163816452,
0.01664632558822632,
0.49012044072151184,
-0.08896014839410782,
-0.4740974009037018,
-0.5354394316673279,
-0.29559022188186646,
0.3393850326538086,
-0.8028479218482971,
-0.42192986607551575,
-0.42674899101257324,
-0.48872652649879456,
-0.48837971687316895,
0.09388437122106552,
0.2744247019290924,
-0.46158382296562195,
-0.7018101811408997,
-0.524251401424408,
0.8089006543159485,
0.7427292466163635,
-0.2817939519882202,
0.5065851211547852,
-0.9257211089134216,
0.9057314395904541,
0.1199956089258194,
0.8724610209465027,
-0.33341509103775024,
-0.05966432765126228,
-0.49316301941871643,
-0.17594633996486664,
-0.128212571144104,
-1.281366229057312,
0.15948636829853058,
0.21821577847003937,
0.9230480194091797,
0.7830133438110352,
0.0501805804669857,
1.0105394124984741,
-0.5957494974136353,
0.9990377426147461,
0.3519922196865082,
-0.3917018473148346,
0.5568833947181702,
-0.2419169843196869,
0.15275825560092926,
0.8532224893569946,
0.481528639793396,
-0.7342376112937927,
0.22473673522472382,
-1.040846586227417,
-0.924044132232666,
0.33815547823905945,
-0.0639858990907669,
0.17909753322601318,
-0.4293747544288635,
0.446810245513916,
0.2697863280773163,
0.09241318702697754,
-0.7068209052085876,
-1.083987832069397,
-0.19515742361545563,
-0.44179055094718933,
0.39457347989082336,
-0.29849401116371155,
-0.680719256401062,
-0.558358907699585,
0.713535487651825,
0.09874968975782394,
0.2648282051086426,
0.27920296788215637,
0.11538990586996078,
0.10184139758348465,
0.06982216238975525,
0.44772768020629883,
0.6467112302780151,
-0.08920280635356903,
0.0995369702577591,
-0.20633260905742645,
-0.8709223866462708,
-0.4412692189216614,
0.21798735857009888,
-0.0851801335811615,
0.37358221411705017,
0.6424820423126221,
0.6414258480072021,
0.10421057045459747,
-0.4651121497154236,
0.2014070749282837,
0.23621311783790588,
-0.22888623178005219,
-0.5304538011550903,
0.09077470004558563,
0.14021259546279907,
-0.16380979120731354,
0.35136523842811584,
-0.26067864894866943,
0.5192378163337708,
-0.38508594036102295,
0.48449626564979553,
0.002688972046598792,
0.03346666693687439,
0.002408551052212715,
0.377035528421402,
0.28533464670181274,
-0.07827196270227432,
0.9046761393547058,
0.21496592462062836,
0.08142674714326859,
0.6026078462600708,
-0.038458969444036484,
0.5252062678337097,
0.08840958774089813,
0.42966970801353455,
0.4704394042491913,
0.19521570205688477,
-0.1316118985414505,
0.9209038615226746,
-0.010757160373032093,
-0.5364687442779541,
-0.25600090622901917,
-0.5571285486221313,
-0.1775284707546234,
0.4698854982852936,
-0.8671730160713196,
0.4148906171321869,
-0.46629610657691956,
-0.28829675912857056,
0.5614758133888245,
0.15915371477603912,
-0.885606586933136,
0.5979204177856445,
0.22126787900924683,
1.5329711437225342,
-0.6992271542549133,
0.7747064232826233,
0.5851662158966064,
-1.0178228616714478,
-0.8062143325805664,
-0.5216426253318787,
-0.25846564769744873,
-0.776132345199585,
0.3981621265411377,
-0.19218702614307404,
0.8173844218254089,
-0.39582228660583496,
-0.9397390484809875,
-0.7495308518409729,
1.329925775527954,
-0.20779578387737274,
-0.4480546712875366,
-0.29543671011924744,
0.28295835852622986,
0.457843154668808,
-0.3960088789463043,
0.15189920365810394,
0.7148195505142212,
0.9742418527603149,
0.14831048250198364,
-0.8987914323806763,
0.016559630632400513,
-0.4586855173110962,
-0.3372080624103546,
-0.06799926608800888,
-0.3583689332008362,
0.5840126276016235,
-0.10338765382766724,
-0.04484514147043228,
0.05328371003270149,
0.3670732378959656,
0.17639881372451782,
0.2363405078649521,
0.3625444769859314,
0.6467348337173462,
0.8611124753952026,
-0.3500002920627594,
1.029188632965088,
-0.3494768440723419,
0.19096508622169495,
1.052210807800293,
0.07145213335752487,
0.653059720993042,
0.6305471062660217,
-0.30515602231025696,
0.4739789068698883,
0.8546680212020874,
-0.7381575107574463,
0.5567238330841064,
0.47940927743911743,
-0.0035357128363102674,
0.10818129032850266,
0.057872723788022995,
-0.7382314801216125,
0.34533095359802246,
0.681595504283905,
-0.9919356107711792,
-0.15392258763313293,
-0.2022424191236496,
0.3594544231891632,
-0.44004377722740173,
-0.5217304229736328,
1.0932095050811768,
-0.24598129093647003,
-0.4234008193016052,
-0.0013705037999898195,
0.02364537864923477,
0.22255264222621918,
-0.7408085465431213,
-0.3213462233543396,
-0.16195473074913025,
-0.20364759862422943,
-0.7999579906463623,
-1.0667756795883179,
0.489000529050827,
-0.10702060163021088,
-0.5641281008720398,
0.27452096343040466,
0.7043633460998535,
-0.4136792719364166,
-1.1089210510253906,
-0.28534749150276184,
0.27565380930900574,
0.40883708000183105,
0.403268039226532,
-0.7177008986473083,
-0.07509011775255203,
-0.06880670040845871,
-0.10971901565790176,
-0.04217580333352089,
0.652890682220459,
0.056154265999794006,
0.3473007082939148,
0.6746460199356079,
0.5813571810722351,
0.06298225373029709,
0.2255730777978897,
0.9676644206047058,
-0.913861095905304,
-0.5609831213951111,
-0.6780177354812622,
0.6070191860198975,
-0.8745240569114685,
-0.5788627862930298,
0.49778246879577637,
0.983625590801239,
0.6306042075157166,
-0.18586818873882294,
1.102218747138977,
-0.6122518181800842,
0.6034894585609436,
-0.3480598032474518,
1.02461838722229,
-0.3274354338645935,
-0.3041548728942871,
-0.1178068146109581,
-0.5158762335777283,
-0.5847652554512024,
0.7292841076850891,
0.22608615458011627,
-0.08980078995227814,
0.735167384147644,
0.29746896028518677,
-0.022703202441334724,
0.15774624049663544,
0.08478346467018127,
0.283247172832489,
-0.0331151969730854,
0.06183695048093796,
-0.04025694355368614,
-0.3019985258579254,
0.45910558104515076,
-0.3937624394893646,
-0.24387025833129883,
-0.017487959936261177,
-0.9093163013458252,
-0.7487415075302124,
-0.741169810295105,
-0.531951367855072,
-0.5597246289253235,
-0.24250052869319916,
0.6270542144775391,
0.8678795099258423,
-1.1312609910964966,
-0.062777578830719,
0.2619019150733948,
-0.01766936294734478,
-0.1748698651790619,
-0.19693000614643097,
0.7746083736419678,
-0.007257674355059862,
-0.3746090829372406,
-0.14271187782287598,
0.23677171766757965,
-0.01398990023881197,
-0.3571217358112335,
-0.13154006004333496,
-0.13535115122795105,
-0.05067366361618042,
0.3346499502658844,
0.3154316544532776,
-0.4939143657684326,
-0.24928192794322968,
-0.20864567160606384,
-0.16117720305919647,
-0.09328504651784897,
0.6983495354652405,
-0.4662579596042633,
0.3334243893623352,
0.65883469581604,
0.2474936693906784,
0.23029382526874542,
-0.18954810500144958,
0.31861644983291626,
-0.7313649654388428,
-0.13435404002666473,
-0.0686514675617218,
0.5811424851417542,
0.13837984204292297,
-0.3988121449947357,
0.7859486937522888,
0.28804662823677063,
-0.22807417809963226,
-0.5439976453781128,
-0.18441133201122284,
-1.356455683708191,
-0.1105036810040474,
1.1152729988098145,
0.2619619071483612,
-0.1538606733083725,
-0.20937661826610565,
-0.12414956092834473,
0.5452873706817627,
-0.37190356850624084,
0.7699570655822754,
0.9792559146881104,
-0.15500451624393463,
0.0720030888915062,
-0.4391174018383026,
0.6527509689331055,
-0.615376889705658,
-1.4187203645706177,
-0.1219511330127716,
0.7217549085617065,
0.3807065784931183,
0.32655712962150574,
0.5971890687942505,
-0.45030587911605835,
0.14248216152191162,
0.052005961537361145,
0.07538584619760513,
-0.0629754438996315,
-0.15680883824825287,
0.07721488922834396,
-0.002785575110465288,
-0.5849004983901978,
-0.40063175559043884
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
facat/sci-llm-part | facat | 2023-10-07T13:33:53Z | 375 | 1 | null | [
"region:us"
] | 2023-10-07T13:33:53Z | 2023-10-04T06:21:06.000Z | 2023-10-04T06:21:06 | ---
configs:
- config_name: default
data_files:
- split: gpt1
path: data/gpt1-*
- split: gpt2
path: data/gpt2-*
- split: gpt3
path: data/gpt3-*
- split: gpt4
path: data/gpt4-*
- split: gpt5
path: data/gpt5-*
- split: gpt6
path: data/gpt6-*
- split: han_40k
path: data/han_40k-*
- split: base_60k
path: data/base_60k-*
- split: test
path: data/test-*
- split: test2
path: data/test2-*
dataset_info:
features:
- name: prompt
dtype: string
- name: context
dtype: string
- name: chosen
dtype: string
- name: A
dtype: string
- name: B
dtype: string
- name: C
dtype: string
- name: D
dtype: string
splits:
- name: gpt1
num_bytes: 130420316
num_examples: 22113
- name: gpt2
num_bytes: 264545680
num_examples: 44859
- name: gpt3
num_bytes: 98018603
num_examples: 16648
- name: gpt4
num_bytes: 309111447
num_examples: 52813
- name: gpt5
num_bytes: 99277151
num_examples: 16795
- name: gpt6
num_bytes: 110054529
num_examples: 18325
- name: han_40k
num_bytes: 236235210
num_examples: 40807
- name: base_60k
num_bytes: 292172331
num_examples: 54209
- name: test
num_bytes: 2214599
num_examples: 500
- name: test2
num_bytes: 1111116
num_examples: 200
download_size: 311808265
dataset_size: 1543160982
---
# Dataset Card for "sci-llm-part"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.44231271743774414,
-0.0968518927693367,
0.4575958847999573,
0.28098490834236145,
-0.399255633354187,
0.1618463099002838,
0.4495830833911896,
-0.13674579560756683,
1.034809947013855,
0.34883740544319153,
-1.014559030532837,
-0.8177986741065979,
-0.5344400405883789,
-0.05255068093538284,
-0.3621947467327118,
1.2885509729385376,
0.2159489095211029,
0.47948309779167175,
-0.8757742047309875,
0.06271933764219284,
-0.15462419390678406,
-0.6113461256027222,
-0.6131885647773743,
-0.6886408925056458,
1.1406238079071045,
0.6042345762252808,
0.25907430052757263,
0.5696946382522583,
0.9843802452087402,
0.1366097629070282,
0.005583629943430424,
-0.3029264509677887,
-0.4155048727989197,
0.02285243198275566,
-0.3752645254135132,
-0.7742980718612671,
-1.2898896932601929,
0.08175986260175705,
0.7480565905570984,
0.5468069314956665,
-0.10944380611181259,
0.699546754360199,
-0.2349671870470047,
0.6047362089157104,
-0.1299068182706833,
0.6047165393829346,
-0.05811787396669388,
0.05622363090515137,
-0.7820735573768616,
-0.387125164270401,
0.048754528164863586,
-0.2675738036632538,
-0.32831281423568726,
-1.083258032798767,
0.24669145047664642,
0.20094622671604156,
0.7051066756248474,
0.4000140428543091,
-0.022130362689495087,
-0.028377510607242584,
-0.41218191385269165,
0.2530273497104645,
-0.179984450340271,
0.2319721281528473,
0.6140039563179016,
0.19278086721897125,
-0.22343029081821442,
-0.6622015237808228,
-0.3012545108795166,
0.16575604677200317,
0.01736495830118656,
0.40026289224624634,
0.16899415850639343,
0.15256229043006897,
0.5592660903930664,
0.49622270464897156,
-0.4936584532260895,
-0.09148377925157547,
-0.854945957660675,
-0.4498332142829895,
0.7949821352958679,
0.3180792033672333,
0.23766879737377167,
-0.05907721072435379,
-0.22633053362369537,
-0.2445259690284729,
-0.8955268263816833,
-0.30340999364852905,
0.422889769077301,
0.14709539711475372,
-1.064223289489746,
0.8869019746780396,
0.023539936169981956,
0.3303096294403076,
0.05308007448911667,
0.29104840755462646,
0.5350711345672607,
-0.45773550868034363,
-0.13224832713603973,
0.10717768967151642,
0.39920273423194885,
0.23334673047065735,
-0.18793024122714996,
0.21955329179763794,
0.18736115097999573,
-0.1130833774805069,
-0.09752355515956879,
-1.2848021984100342,
-0.6965000629425049,
0.3283514082431793,
-0.6316960453987122,
-0.13715466856956482,
0.24158309400081635,
-0.8651559948921204,
-0.6879227757453918,
-0.3642156720161438,
0.06023690104484558,
0.10809020698070526,
-0.4068771004676819,
-0.3392484188079834,
-0.5416083931922913,
0.429696649312973,
0.1701320856809616,
-0.5438069105148315,
0.22265882790088654,
0.9165428876876831,
0.6735267043113708,
0.03354206681251526,
-0.3225327134132385,
-0.6691902279853821,
0.22748145461082458,
0.06970540434122086,
1.0840201377868652,
-0.6906170845031738,
-0.5699359774589539,
-0.3122173547744751,
0.4429878890514374,
0.204543337225914,
-0.19240018725395203,
0.8316994309425354,
-0.363108366727829,
0.013271725736558437,
-0.7468439936637878,
-0.6849814653396606,
0.02876094914972782,
0.27365368604660034,
-0.9311670064926147,
1.0269193649291992,
0.11995851993560791,
-0.7506131529808044,
0.3883076012134552,
-1.1524174213409424,
-0.39213013648986816,
0.6305405497550964,
-0.3021678626537323,
-0.40240228176116943,
0.22291699051856995,
-0.158074289560318,
0.5850987434387207,
-0.26866137981414795,
0.31926193833351135,
-0.9375443458557129,
-0.2819874882698059,
0.3729071319103241,
0.16399428248405457,
0.7983946204185486,
0.22367896139621735,
0.7533535361289978,
0.27438127994537354,
-0.9201269745826721,
-0.5131801962852478,
0.14378011226654053,
-0.09738650172948837,
-0.2723367512226105,
-0.16495613753795624,
0.14213092625141144,
-0.11766674369573593,
0.5863641500473022,
-0.6597364544868469,
0.48348164558410645,
0.05510391294956207,
-0.09331163018941879,
0.6634853482246399,
0.09277638792991638,
0.5051499009132385,
-0.4765194058418274,
0.6749504804611206,
0.06187685951590538,
0.4151899218559265,
0.1095980554819107,
-0.477582186460495,
-0.7411129474639893,
-0.28124159574508667,
0.6054245829582214,
0.6480266451835632,
-0.5476791262626648,
0.510635495185852,
0.21884466707706451,
-0.715509831905365,
-0.33101654052734375,
-0.04412144050002098,
0.04908115044236183,
0.35303372144699097,
0.3470676839351654,
-0.5132535696029663,
-0.8329916000366211,
-0.7527074813842773,
0.5065780282020569,
-0.1340400129556656,
-0.07554874569177628,
0.2780785858631134,
0.9648639559745789,
-0.332790732383728,
0.7293441295623779,
-0.8627076148986816,
-0.17101158201694489,
0.09641784429550171,
-0.3129710257053375,
0.41680169105529785,
0.5717402100563049,
0.5608411431312561,
-0.6140236258506775,
-0.17591610550880432,
-0.5972447395324707,
-0.6110457181930542,
-0.19942019879817963,
0.3805975019931793,
-0.5318311452865601,
-0.24846746027469635,
0.1905679851770401,
-0.4884234070777893,
0.5539683699607849,
0.7966120839118958,
-0.6403970718383789,
0.2276381552219391,
-0.04349385201931,
0.23735608160495758,
-1.534649133682251,
0.3145952522754669,
0.005566791165620089,
-0.07041926681995392,
-0.4237753748893738,
0.11357431858778,
-0.08009885996580124,
-0.20598024129867554,
-0.268746554851532,
0.62026047706604,
-0.4536881446838379,
-0.2031552791595459,
-0.2297830432653427,
-0.061301253736019135,
-0.005218395963311195,
0.043149664998054504,
0.21093104779720306,
0.6219534277915955,
1.1385401487350464,
-0.33941933512687683,
0.8723745346069336,
0.4438514709472656,
0.11925043165683746,
0.9614582657814026,
-0.7788548469543457,
0.07983457297086716,
-0.21707230806350708,
0.49440398812294006,
-0.5819154977798462,
-0.8348551392555237,
0.7163626551628113,
-0.16730257868766785,
0.5286264419555664,
-0.6002352237701416,
-0.6302146911621094,
-0.5956221222877502,
-0.47897177934646606,
0.8471729159355164,
0.5531855225563049,
-0.5114269852638245,
0.5126209855079651,
0.7841752767562866,
-0.3593199551105499,
-0.20009586215019226,
-0.8707596063613892,
-0.030655531212687492,
-0.31488147377967834,
-0.21224655210971832,
0.6711317896842957,
-0.5480628609657288,
0.0590820387005806,
-0.20108458399772644,
0.385409951210022,
-0.12022053450345993,
-0.14998021721839905,
0.7321652770042419,
0.40582916140556335,
-0.08714047819375992,
0.318685919046402,
0.1431095451116562,
-0.7456474304199219,
0.3177282512187958,
0.14756916463375092,
0.47383448481559753,
0.09896832704544067,
-0.41894084215164185,
-0.3650926947593689,
0.32910555601119995,
0.09994254261255264,
0.09603094309568405,
0.2895812392234802,
0.86159348487854,
-0.6208927035331726,
-0.054936524480581284,
-0.3608468174934387,
-0.4114427864551544,
-0.44415226578712463,
0.23062145709991455,
-0.08537868410348892,
-0.73886638879776,
0.6760901808738708,
-0.06001165136694908,
-0.18771077692508698,
0.6884666085243225,
0.7702352404594421,
-0.3082369565963745,
0.3415704071521759,
0.7312228083610535,
-0.3828431963920593,
0.34823161363601685,
-0.12978944182395935,
-0.21791775524616241,
-0.887615442276001,
-0.6087852716445923,
-0.6402848958969116,
-0.40135326981544495,
-0.671314537525177,
-0.7494446039199829,
0.07997215539216995,
0.07730083167552948,
-0.15635740756988525,
0.5218093395233154,
-0.7102193832397461,
0.3661730885505676,
0.6064321994781494,
0.22412846982479095,
0.15830156207084656,
0.000988127663731575,
0.37849217653274536,
0.24048291146755219,
-0.7458814382553101,
-0.19440187513828278,
1.1449825763702393,
0.6206305623054504,
1.1952775716781616,
-0.016181670129299164,
1.0120553970336914,
0.10661914199590683,
0.446746826171875,
-0.4976538121700287,
0.6471424698829651,
-0.07454743981361389,
-0.5943265557289124,
0.05848277732729912,
-0.13111399114131927,
-0.618130624294281,
-0.41146788001060486,
-0.32624000310897827,
-0.17798182368278503,
0.47930946946144104,
0.3389379382133484,
-0.17200642824172974,
0.13960768282413483,
-0.4692182242870331,
0.574420154094696,
-0.1839328408241272,
-0.10813996195793152,
-0.3560490012168884,
-0.6096063256263733,
0.1484096497297287,
0.09427520632743835,
0.07032790780067444,
-0.43523651361465454,
-0.278719961643219,
1.159970998764038,
-0.34925028681755066,
1.263627052307129,
-0.5262317061424255,
0.007792499382048845,
0.16455799341201782,
-0.28548043966293335,
0.08482110500335693,
0.6127537488937378,
-0.2006315141916275,
0.2566811144351959,
0.14977478981018066,
-0.4542904794216156,
-0.08740279078483582,
0.7511293888092041,
-0.6634125709533691,
-0.03602477163076401,
-0.6818287968635559,
-0.8198058605194092,
0.09877273440361023,
0.17295846343040466,
0.20938356220722198,
0.5098755955696106,
-0.29296886920928955,
-0.08067222684621811,
0.8472386002540588,
0.09553193300962448,
0.2546325922012329,
0.3288101851940155,
-0.3752696216106415,
-0.40742039680480957,
1.0507307052612305,
0.08528650552034378,
-0.46070396900177,
0.40870729088783264,
0.3088127076625824,
-0.26402875781059265,
-0.5641175508499146,
-0.4208665192127228,
0.4934977889060974,
-0.45201557874679565,
-0.603476881980896,
-0.18826399743556976,
-0.43291395902633667,
-0.35590407252311707,
-0.10780380666255951,
-0.24427127838134766,
-0.6438646912574768,
-0.9913568496704102,
-0.5387302041053772,
1.1081624031066895,
0.7681900262832642,
-0.6390691995620728,
0.3003350496292114,
-0.7439691424369812,
0.33591514825820923,
-0.09793420881032944,
0.6917757391929626,
-0.48653721809387207,
-0.5146437287330627,
-0.28260180354118347,
-0.09248204529285431,
0.05637355148792267,
-0.43884506821632385,
-0.14793111383914948,
0.1854948252439499,
0.5545769929885864,
0.1735847443342209,
-0.17369365692138672,
0.6424452066421509,
-0.09936320781707764,
0.7709913849830627,
0.3860798478126526,
-0.43783053755760193,
0.5697449445724487,
-0.16113078594207764,
0.24178272485733032,
0.709987223148346,
0.5881882905960083,
-0.2209007889032364,
-0.024300243705511093,
-0.7427493929862976,
-0.6415185928344727,
0.48726505041122437,
-0.1830696165561676,
0.13871824741363525,
0.27309054136276245,
0.5753980278968811,
0.17984767258167267,
0.254972904920578,
-0.8247358798980713,
-0.8143759965896606,
-0.052838243544101715,
-0.35792216658592224,
0.32324904203414917,
-0.6284565329551697,
-0.5064489245414734,
-0.6864254474639893,
0.7716233730316162,
-0.0939236730337143,
0.5561352372169495,
0.048227421939373016,
0.3136742115020752,
-0.06643988937139511,
0.00029307318618521094,
0.633757472038269,
0.6274805068969727,
-0.46480658650398254,
-0.011960846371948719,
-0.05644926801323891,
-0.5200973153114319,
-0.2044198364019394,
0.7728670239448547,
-0.09725519269704819,
-0.38448190689086914,
0.5630422830581665,
0.5311450362205505,
-0.2866927683353424,
-0.06485188007354736,
0.30196359753608704,
0.018260005861520767,
-0.3782840371131897,
-0.49096888303756714,
0.27041754126548767,
0.3876011073589325,
0.31235653162002563,
0.2738353908061981,
-0.24052737653255463,
0.267263799905777,
-0.42252984642982483,
0.48092591762542725,
0.08050774782896042,
-0.6351049542427063,
-0.5707546472549438,
0.4106370508670807,
0.49359366297721863,
-0.3731325566768646,
0.6544836759567261,
-0.18883293867111206,
-0.5030562877655029,
0.7602658867835999,
0.38344109058380127,
0.5851716995239258,
-0.26826170086860657,
0.49619439244270325,
0.4477382004261017,
0.029516715556383133,
0.25709280371665955,
0.8790315389633179,
-0.27097538113594055,
-0.4916450083255768,
-0.39496690034866333,
-0.4622998833656311,
-0.6232854127883911,
-0.37202489376068115,
-0.8508891463279724,
0.37813514471054077,
-0.5235623717308044,
-0.1573682278394699,
-0.18045182526111603,
0.23884522914886475,
-0.7288805842399597,
0.06028641015291214,
0.2509545087814331,
1.3659087419509888,
-0.8899347186088562,
1.0412160158157349,
0.8109307885169983,
-0.49648696184158325,
-0.5154114961624146,
-0.37403404712677,
0.03005363792181015,
-0.896596372127533,
0.3026490807533264,
-0.15885335206985474,
0.2897936999797821,
-0.3425656855106354,
-0.899608314037323,
-0.8921110033988953,
1.542075276374817,
0.23248235881328583,
-0.9942829012870789,
0.2908424437046051,
0.007850182242691517,
0.42504993081092834,
-0.3638811409473419,
0.3947547376155853,
0.2643950283527374,
0.7735715508460999,
0.3943851590156555,
-0.4860377609729767,
0.11529166996479034,
-0.357430100440979,
-0.4531991481781006,
0.29375985264778137,
-0.8464611172676086,
0.3728064298629761,
-0.07457505166530609,
0.02132030576467514,
0.1164562925696373,
0.9319911599159241,
0.43699410557746887,
0.6329783797264099,
0.23238438367843628,
0.6290964484214783,
1.0567575693130493,
-0.2941151261329651,
0.7952820658683777,
-0.2327403724193573,
0.5134751796722412,
1.2143356800079346,
-0.46726173162460327,
0.3261411190032959,
0.7858854532241821,
-0.23132115602493286,
0.30006277561187744,
0.7340235710144043,
-0.7737318277359009,
0.4666973650455475,
0.45793285965919495,
-0.2595321536064148,
-0.24646207690238953,
-0.3262012302875519,
-0.8254257440567017,
0.036995988339185715,
0.5964663028717041,
-0.35086706280708313,
-0.037142205983400345,
-0.0185373704880476,
0.03768515959382057,
-0.4142787754535675,
-0.5009526014328003,
0.5986964702606201,
0.3825163245201111,
0.03258030116558075,
-0.4514212906360626,
-0.1483498513698578,
0.5793871283531189,
-0.8489118218421936,
-0.4124883711338043,
-0.14805641770362854,
-0.09948379546403885,
-0.7075048685073853,
-1.2737056016921997,
0.7124120593070984,
-0.23860304057598114,
-0.40530818700790405,
0.04762350022792816,
0.8980686068534851,
-0.5242817997932434,
-0.9517138004302979,
0.29328256845474243,
0.15822313725948334,
0.42834213376045227,
0.3967176079750061,
-1.1533640623092651,
0.3669227659702301,
-0.2239684760570526,
-0.1499948501586914,
0.34371981024742126,
-0.15052886307239532,
0.21899166703224182,
0.7580569982528687,
0.5974546074867249,
0.19526810944080353,
-0.4854077994823456,
0.3413459062576294,
0.9476038217544556,
-0.7150399684906006,
-0.1446334272623062,
-0.590911865234375,
0.5922994613647461,
-0.3675810694694519,
-0.5074217915534973,
0.7004233598709106,
1.1567418575286865,
0.8500245213508606,
-0.05012572929263115,
0.6813255548477173,
-0.42693260312080383,
0.463847279548645,
-0.3969115912914276,
0.7085129022598267,
-0.3159952461719513,
0.003590366104617715,
0.021409673616290092,
-0.7850280404090881,
-0.8448926210403442,
0.500285804271698,
0.17828527092933655,
-0.14652173221111298,
0.6150295734405518,
1.1408532857894897,
-0.20872724056243896,
0.1989651471376419,
0.03176429867744446,
0.2947332561016083,
0.29302680492401123,
0.272542804479599,
0.565875232219696,
-0.3894585967063904,
0.04169372469186783,
-0.4545065760612488,
-0.49996107816696167,
0.06721244007349014,
-1.2937026023864746,
-0.966292142868042,
-0.6716546416282654,
-0.8288729190826416,
-0.49237871170043945,
-0.2133440524339676,
0.9224703311920166,
1.0015134811401367,
-0.9499682188034058,
-0.3555956184864044,
0.15928487479686737,
0.3996768891811371,
0.3243160545825958,
-0.10715705901384354,
0.6710402369499207,
0.4782254099845886,
-0.5235475897789001,
0.26872798800468445,
0.26924392580986023,
0.11267101764678955,
-0.4459303617477417,
-0.05408678948879242,
0.0299519132822752,
-0.08595319837331772,
0.4152646064758301,
0.4120629131793976,
-0.09502618759870529,
-0.13606099784374237,
-0.37852412462234497,
0.021890923380851746,
0.04157792404294014,
1.039574384689331,
-0.3326261043548584,
-0.00966817419975996,
0.6831478476524353,
0.23076629638671875,
0.7820164561271667,
0.002454418921843171,
0.4857467710971832,
-0.5604003667831421,
0.11955311894416809,
0.031216755509376526,
0.6170950531959534,
0.10087200254201889,
-0.6009812355041504,
0.8658043742179871,
0.48905399441719055,
-0.7587279081344604,
-0.6008946299552917,
0.1333055943250656,
-1.6648235321044922,
0.2672298848628998,
0.8649957776069641,
0.10951360315084457,
-0.6037834882736206,
0.011420734226703644,
-0.29021182656288147,
0.22927942872047424,
-0.8192936778068542,
0.11856719106435776,
0.5129210352897644,
-0.18064816296100616,
-0.19637615978717804,
0.0027636762242764235,
0.3814573884010315,
-0.3693018853664398,
-1.3136650323867798,
-0.11673607677221298,
0.5011140704154968,
0.3872949481010437,
0.15849794447422028,
0.7459618449211121,
-0.2581423819065094,
0.12376858294010162,
0.16027826070785522,
0.4444081485271454,
-0.401701420545578,
-0.704631507396698,
-0.28801819682121277,
0.047194741666316986,
-0.1052951067686081,
-0.2927400469779968
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
jon-tow/okapi_mmlu | jon-tow | 2023-10-24T00:03:08Z | 375 | 2 | null | [
"language:ar",
"language:bn",
"language:ca",
"language:da",
"language:de",
"language:es",
"language:eu",
"language:fr",
"language:gu",
"language:hi",
"language:hr",
"language:hu",
"language:hy",
"language:id",
"language:it",
"language:kn",
"language:ml",
"language:mr",
"language:ne",
"language:nl",
"language:pt",
"language:ro",
"language:ru",
"language:sk",
"language:sr",
"language:sv",
"language:ta",
"language:te",
"language:uk",
"language:vi",
"license:cc-by-nc-4.0",
"arxiv:2009.03300",
"arxiv:2307.16039",
"region:us"
] | 2023-10-24T00:03:08Z | 2023-10-23T22:18:44.000Z | 2023-10-23T22:18:44 | ---
language:
- ar
- bn
- ca
- da
- de
- es
- eu
- fr
- gu
- hi
- hr
- hu
- hy
- id
- it
- kn
- ml
- mr
- ne
- nl
- pt
- ro
- ru
- sk
- sr
- sv
- ta
- te
- uk
- vi
license: cc-by-nc-4.0
---
# okapi_mmlu
<!-- Provide a quick summary of the dataset. -->
Multilingual translation of [Measuring Massive Multitask Language Understanding (MMLU)](https://arxiv.org/abs/2009.03300).
## Dataset Details
### Dataset Description
<!-- Provide a longer summary of what this dataset is. -->
MMLU is a benchmark that measured a text model’s multitask accuracy.
The test covers 57 tasks including elementary mathematics, US history, computer
science, law, and more. To attain high accuracy on this test, models must possess
extensive world knowledge and problem solving ability. By comprehensively evaluating the breadth and depth of a model’s academic and professional understanding, MMLU can be used to analyze models across many tasks and to identify important shortcomings.
- **Curated by:** Dac Lai, Viet and Van Nguyen, Chien and Ngo, Nghia Trung and Nguyen, Thuat and Dernoncourt, Franck and Rossi, Ryan A and Nguyen, Thien Huu
- **License:** The datasets are CC BY NC 4.0 (allowing only non-commercial use).
### Dataset Sources
<!-- Provide the basic links for the dataset. -->
- **Repository:** http://nlp.uoregon.edu/download/okapi-eval/datasets/
- **Paper:** Okapi ([Lai et al., 2023](https://arxiv.org/abs/2307.16039))
## Citation
<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
```bibtex
@article{dac2023okapi,
title={Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback},
author={Dac Lai, Viet and Van Nguyen, Chien and Ngo, Nghia Trung and Nguyen, Thuat and Dernoncourt, Franck and Rossi, Ryan A and Nguyen, Thien Huu},
journal={arXiv e-prints},
pages={arXiv--2307},
year={2023}
}
```
```bibtex
@article{hendryckstest2021,
title={Measuring Massive Multitask Language Understanding},
author={Dan Hendrycks and Collin Burns and Steven Basart and Andy Zou and Mantas Mazeika and Dawn Song and Jacob Steinhardt},
journal={Proceedings of the International Conference on Learning Representations (ICLR)},
year={2021}
}
```
| [
-0.1978549063205719,
-0.7172708511352539,
0.4568048417568207,
0.23734255135059357,
0.07807973027229309,
-0.10270392149686813,
-0.49672722816467285,
-0.3265986442565918,
-0.04207960143685341,
0.2864735722541809,
-0.5588728189468384,
-0.38573068380355835,
-0.6988987922668457,
0.29287847876548767,
-0.007523714564740658,
1.1882659196853638,
-0.41740912199020386,
0.23476508259773254,
-0.06413865089416504,
-0.6388340592384338,
-0.3507430851459503,
-0.3447697162628174,
-0.6327524185180664,
-0.3393135070800781,
0.5694944262504578,
0.4480798840522766,
0.29856252670288086,
0.42279869318008423,
0.23247666656970978,
0.28450530767440796,
0.052448686212301254,
0.3375176787376404,
-0.3357768654823303,
-0.21398399770259857,
0.20662732422351837,
-0.4072084426879883,
-0.5619049072265625,
0.1319979876279831,
0.9634816646575928,
0.8150574564933777,
-0.14582128822803497,
0.4457869231700897,
0.24769149720668793,
0.7636183500289917,
-0.6029350757598877,
0.49201616644859314,
-0.3395799994468689,
-0.06288056820631027,
-0.3742000460624695,
0.02563459612429142,
-0.5856629610061646,
-0.2488442361354828,
-0.12448959797620773,
-0.7251980900764465,
-0.08444777876138687,
0.03128685802221298,
0.7843517065048218,
0.24441377818584442,
-0.7740735411643982,
-0.23255711793899536,
-0.4212489724159241,
1.2404831647872925,
-0.9796078205108643,
0.5086470246315002,
0.4457639157772064,
0.2218586653470993,
-0.20751114189624786,
-0.29295071959495544,
-0.7886024713516235,
-0.21621477603912354,
-0.2386205494403839,
0.17787282168865204,
0.2508258521556854,
-0.07065756618976593,
0.34888148307800293,
0.3884613811969757,
-0.6959288120269775,
-0.14147521555423737,
-0.45376265048980713,
-0.26214393973350525,
0.6385597586631775,
0.28049996495246887,
0.20973074436187744,
-0.23941616714000702,
-0.19995790719985962,
-0.31183773279190063,
-0.4686632752418518,
0.4316636025905609,
0.5000036358833313,
0.2907043993473053,
-0.5124607682228088,
0.6768739819526672,
-0.1325295865535736,
0.8314284682273865,
-0.4229026138782501,
-0.5909890532493591,
0.7548200488090515,
-0.8940385580062866,
-0.009763892740011215,
-0.28002649545669556,
1.1622518301010132,
0.10372399538755417,
0.14816729724407196,
0.11620442569255829,
0.03990974649786949,
-0.22289717197418213,
0.055032938718795776,
-0.6680517196655273,
0.020817488431930542,
0.3456629514694214,
-0.4046022295951843,
0.029441235587000847,
0.1530112773180008,
-0.8362200260162354,
-0.01555487047880888,
-0.4316454529762268,
0.03492718189954758,
-0.4182339906692505,
-0.25874319672584534,
0.058007389307022095,
0.25761842727661133,
0.17651155591011047,
0.1774771362543106,
-0.7968966364860535,
0.17322643101215363,
0.5050193071365356,
0.8652048707008362,
-0.21257779002189636,
-0.9011735916137695,
-0.45357781648635864,
-0.14481186866760254,
-0.33630749583244324,
0.4494225084781647,
-0.27672338485717773,
-0.01053458172827959,
-0.09012966603040695,
0.3300221860408783,
-0.5538880825042725,
-0.22812390327453613,
0.8483644723892212,
-0.20089757442474365,
0.18656723201274872,
-0.37355107069015503,
-0.3456636667251587,
-0.3734416961669922,
0.2780163586139679,
-0.7128540873527527,
1.1262458562850952,
-0.03922003135085106,
-0.5927899479866028,
0.3346301317214966,
-0.9066420197486877,
-0.3316815197467804,
-0.2798082232475281,
-0.0632244274020195,
-0.3735121190547943,
-0.13691115379333496,
0.26094967126846313,
0.5629596710205078,
-0.10280538350343704,
0.42528027296066284,
-0.35891586542129517,
0.029596611857414246,
0.23295819759368896,
-0.3873330354690552,
0.9591699838638306,
0.3563176393508911,
-0.20990312099456787,
0.31869441270828247,
-0.8794482946395874,
-0.07333488762378693,
0.10701461881399155,
-0.7339485287666321,
-0.3465542197227478,
-0.03006410039961338,
0.2533636689186096,
0.4230565130710602,
0.29860422015190125,
-0.7369393110275269,
0.22192499041557312,
-0.19030971825122833,
0.39923810958862305,
0.6426063179969788,
-0.31453102827072144,
0.21055608987808228,
-0.28745490312576294,
0.4338124990463257,
-0.06310196220874786,
0.01885201223194599,
-0.33121010661125183,
-0.7959589958190918,
-0.5485520362854004,
-0.1320471316576004,
0.2950952649116516,
0.6046345233917236,
-0.8343225121498108,
0.43415534496307373,
-0.4275701642036438,
-0.41858258843421936,
-1.0628881454467773,
0.2323949784040451,
0.6449417471885681,
0.46082207560539246,
0.5055100917816162,
-0.038488004356622696,
-0.3561386168003082,
-0.5906780958175659,
-0.18624496459960938,
0.046986013650894165,
0.032358478754758835,
0.46922338008880615,
0.7481663823127747,
-0.20003193616867065,
0.27803876996040344,
-0.4733518660068512,
-0.4671073853969574,
-0.20582543313503265,
0.40536603331565857,
0.2557801604270935,
0.44215846061706543,
0.49908849596977234,
-0.6883330345153809,
-0.7456223368644714,
0.11313727498054504,
-0.6722931861877441,
0.06877833604812622,
-0.10704421997070312,
-0.05829499661922455,
0.35369986295700073,
0.23312629759311676,
-0.5046164393424988,
0.10072851181030273,
0.7929190397262573,
-0.5856990814208984,
0.9345678091049194,
-0.251594215631485,
0.5411067008972168,
-1.2454816102981567,
0.48849719762802124,
0.03757970407605171,
-0.16626565158367157,
-0.6798899173736572,
0.2506151497364044,
0.2478962540626526,
0.0432053804397583,
-0.35914891958236694,
0.6733313798904419,
-0.46408000588417053,
0.11923422664403915,
-0.10310228168964386,
0.1494218111038208,
-0.19001485407352448,
0.8034065365791321,
-0.18223974108695984,
0.9238957166671753,
0.35704469680786133,
-0.61433345079422,
0.2100759595632553,
0.42028096318244934,
-0.6759243011474609,
0.5311679244041443,
-0.6057000160217285,
-0.012660498730838299,
0.1247008666396141,
0.3126363754272461,
-1.0056558847427368,
-0.19358837604522705,
0.2667751610279083,
-0.508262038230896,
0.15940237045288086,
0.07691675424575806,
-0.7172437310218811,
-0.3075409531593323,
-0.3264923095703125,
0.5163494944572449,
-0.032554980367422104,
-0.34782931208610535,
0.2817973792552948,
0.43542343378067017,
-0.0839768722653389,
-0.9965884685516357,
-0.6329739093780518,
-0.19622790813446045,
-0.044200967997312546,
-0.4236201047897339,
0.219587042927742,
-0.48564913868904114,
0.05030970647931099,
-0.07453738152980804,
0.02440527454018593,
-0.15517789125442505,
0.027041854336857796,
-0.06093009561300278,
0.22712354362010956,
-0.4029870927333832,
0.14510038495063782,
0.01400136947631836,
-0.11436983942985535,
0.012103774584829807,
0.03490118309855461,
0.46334949135780334,
-0.2124348282814026,
-0.2570892572402954,
-0.43680161237716675,
0.36447322368621826,
0.8573300242424011,
-0.4165152609348297,
1.0278959274291992,
1.035313367843628,
-0.27334892749786377,
0.24094609916210175,
-0.41371941566467285,
-0.0009737431537359953,
-0.35656028985977173,
0.5031324625015259,
-0.5471374988555908,
-0.7614985704421997,
0.6043007969856262,
0.18015524744987488,
0.48399659991264343,
0.7600513696670532,
0.5146750211715698,
0.157975971698761,
1.0465867519378662,
0.5449275970458984,
-0.32300081849098206,
0.37751874327659607,
-0.4812588691711426,
0.03813856840133667,
-1.263972520828247,
-0.19840149581432343,
-0.7574486136436462,
-0.285086065530777,
-0.4480435252189636,
-0.3716293275356293,
0.1307907998561859,
-0.055136747658252716,
-0.05863175913691521,
0.40918412804603577,
-0.13279037177562714,
0.24192805588245392,
0.38199248909950256,
-0.013747500255703926,
0.3458472192287445,
-0.31953632831573486,
-0.3695758283138275,
-0.041479676961898804,
-0.5378023386001587,
-0.5471683740615845,
1.4100563526153564,
0.35481318831443787,
0.4887638986110687,
0.3850961923599243,
0.31674543023109436,
-0.07240533083677292,
0.1255955696105957,
-0.7853438258171082,
0.35141050815582275,
-0.20167610049247742,
-0.6369680166244507,
-0.5943247675895691,
-0.7791815400123596,
-1.228110671043396,
0.4089897572994232,
-0.09737689793109894,
-0.8454803228378296,
0.13117507100105286,
-0.00691336439922452,
-0.4437504708766937,
0.4098433554172516,
-0.8954198956489563,
1.22846519947052,
-0.11639159917831421,
-0.06177888438105583,
-0.3338855803012848,
-0.5084046125411987,
0.5501559972763062,
-0.22834011912345886,
0.5756285786628723,
-0.34077444672584534,
-0.2307715117931366,
0.9503302574157715,
-0.13061462342739105,
0.6719346046447754,
-0.13139040768146515,
-0.22364331781864166,
0.056728336960077286,
-0.3313194811344147,
0.3809475600719452,
0.0747862309217453,
-0.1815326064825058,
0.26155000925064087,
0.32417887449264526,
-0.6235690116882324,
-0.2319955825805664,
0.9064017534255981,
-0.8576518893241882,
-0.048567548394203186,
-0.46450361609458923,
-0.9073902368545532,
-0.002753040986135602,
0.36324238777160645,
0.044086117297410965,
0.4273093342781067,
-0.09853263944387436,
0.285230427980423,
0.5063101053237915,
-0.15282295644283295,
0.4231260120868683,
0.7863077521324158,
-0.03798087313771248,
-0.1686045229434967,
1.0005364418029785,
0.3814408779144287,
0.11537164449691772,
0.3408682644367218,
0.28471285104751587,
-0.30341264605522156,
-0.4270099103450775,
-0.6892068982124329,
0.4501171112060547,
-0.4875181019306183,
0.059781040996313095,
-0.7948398590087891,
0.0003331561165396124,
-0.5394080877304077,
0.3565816581249237,
-0.3625272214412689,
-0.2551731765270233,
-0.27064862847328186,
-0.027170108631253242,
0.11529465764760971,
0.7151433825492859,
0.09186721593141556,
0.11833447962999344,
-0.7564165592193604,
0.4160432815551758,
0.12362892180681229,
0.34325820207595825,
0.31160545349121094,
-0.5528439283370972,
-0.6684188842773438,
0.20714683830738068,
-0.47162097692489624,
-0.9064229130744934,
0.37790459394454956,
0.479621559381485,
0.9324247241020203,
0.2356567680835724,
0.08771254867315292,
0.6918022036552429,
-0.6467877626419067,
0.8112861514091492,
0.027036575600504875,
-0.7785106897354126,
0.4490266740322113,
-0.2607453465461731,
0.7463101148605347,
0.7161275744438171,
0.6551600098609924,
-0.7153146266937256,
-0.4833765923976898,
-0.43216583132743835,
-0.8609417676925659,
1.0236397981643677,
0.02350558154284954,
0.0894317477941513,
0.29722505807876587,
0.18138734996318817,
0.3811300992965698,
0.24142657220363617,
-0.9114391803741455,
-0.7441455721855164,
0.13409380614757538,
-0.2931230366230011,
-0.5182340145111084,
-0.2585180699825287,
-0.18077419698238373,
-0.4259715676307678,
0.9151083827018738,
-0.34697967767715454,
0.34546446800231934,
-0.02875233069062233,
-0.28088706731796265,
-0.04284484311938286,
0.522539496421814,
0.9754486680030823,
0.8237714767456055,
-0.13660794496536255,
0.013655168004333973,
0.1817096620798111,
-0.744202196598053,
0.0583021454513073,
0.3288729190826416,
0.026507848873734474,
-0.06024893373250961,
0.45547589659690857,
0.839019238948822,
0.2540944218635559,
-0.7254919409751892,
0.41957035660743713,
-0.048169828951358795,
-0.24400223791599274,
-0.23489902913570404,
-0.22413696348667145,
-0.10587869584560394,
0.007698853965848684,
0.4631023705005646,
0.20169338583946228,
0.1376483291387558,
-0.48902982473373413,
0.1280718296766281,
0.10578996688127518,
-0.4337358772754669,
-0.5502821207046509,
0.5330197811126709,
0.1056455746293068,
-0.04262707382440567,
0.46538662910461426,
-0.5095110535621643,
-0.25972840189933777,
0.4089241623878479,
0.28704744577407837,
0.6462320685386658,
-0.43362778425216675,
0.09411242604255676,
0.9209486246109009,
0.4546017348766327,
-0.033543262630701065,
0.47707194089889526,
-0.05586071312427521,
-0.825867235660553,
-0.7812004685401917,
-0.47705963253974915,
-0.20246641337871552,
0.6104522347450256,
-0.6337950825691223,
0.059595800936222076,
0.07847891747951508,
0.027795741334557533,
0.2518637776374817,
0.2725260555744171,
-0.5912507176399231,
-0.07579131424427032,
-0.1834256500005722,
0.6315309405326843,
-1.0296441316604614,
1.2417553663253784,
0.8396819829940796,
-0.4332113265991211,
-0.6349537372589111,
-0.03623365983366966,
0.25103262066841125,
-0.5829428434371948,
0.20802855491638184,
0.19496527314186096,
0.23454441130161285,
-0.05418926104903221,
-0.23092502355575562,
-0.8204835653305054,
0.9866334199905396,
0.3337714672088623,
-0.4346892237663269,
0.16981816291809082,
-0.005881188437342644,
0.4592096209526062,
-0.306084543466568,
0.4051782786846161,
0.6954442262649536,
0.5976271033287048,
-0.33254286646842957,
-1.2233221530914307,
0.04580231010913849,
-0.49532878398895264,
-0.28653594851493835,
0.26561763882637024,
-0.7294598817825317,
0.9005141258239746,
-0.3297743499279022,
-0.1525827795267105,
0.06408955156803131,
0.46290236711502075,
0.2737261652946472,
0.3788045644760132,
0.4167062044143677,
0.6793612837791443,
0.7543167471885681,
-0.2032398134469986,
1.0006132125854492,
-0.2822679877281189,
0.44148269295692444,
1.315701961517334,
0.13559848070144653,
1.0698096752166748,
0.5751305222511292,
-0.49535009264945984,
0.46785062551498413,
0.6163252592086792,
0.03113076277077198,
0.47223877906799316,
-0.1087343841791153,
0.023258443921804428,
0.05140182748436928,
-0.1083405464887619,
-0.4582720994949341,
0.2354520857334137,
0.36684930324554443,
-0.19320666790008545,
-0.0711481049656868,
0.29745855927467346,
0.1312170773744583,
0.0007715909741818905,
-0.013021783903241158,
0.7000234127044678,
0.1462526023387909,
-0.7656170725822449,
0.7564783096313477,
0.03131228685379028,
0.8785311579704285,
-0.7819893956184387,
-0.0745222419500351,
-0.08750852942466736,
0.0926646962761879,
-0.15502098202705383,
-0.8516258597373962,
0.44579121470451355,
-0.02939237467944622,
-0.24671749770641327,
-0.22387026250362396,
0.19881825149059296,
-0.7281402945518494,
-0.4909868538379669,
0.3265274167060852,
0.4494144022464752,
0.3764699697494507,
0.1900274157524109,
-1.0822938680648804,
-0.08979377150535583,
0.052835892885923386,
-0.3374740481376648,
0.33902430534362793,
0.35597550868988037,
0.21907934546470642,
0.6470094919204712,
0.657340407371521,
0.06727678328752518,
0.23639553785324097,
0.04878472536802292,
0.4881145656108856,
-0.3987245559692383,
-0.4358777403831482,
-0.6642045378684998,
0.713480532169342,
0.019088009372353554,
-0.7339096069335938,
0.9318239092826843,
0.7035507559776306,
1.153362512588501,
-0.19527596235275269,
0.6724088788032532,
-0.2765911817550659,
0.5490724444389343,
-0.4644377529621124,
0.8289003372192383,
-0.8618616461753845,
0.052674852311611176,
-0.23801888525485992,
-0.8131046891212463,
-0.09287189692258835,
0.44634273648262024,
-0.29535606503486633,
-0.038292549550533295,
0.9594358205795288,
0.629096508026123,
-0.14026425778865814,
-0.21231678128242493,
0.4060125946998596,
0.2529042661190033,
0.13289187848567963,
0.6950061917304993,
0.3641538619995117,
-0.7668716311454773,
0.6619493365287781,
-0.41757968068122864,
-0.3229456841945648,
-0.1406797468662262,
-0.6708051562309265,
-0.8180197477340698,
-1.0042657852172852,
-0.3973820209503174,
-0.1305593103170395,
-0.2873784899711609,
0.7505933046340942,
0.6961808800697327,
-1.3022743463516235,
-0.6030938029289246,
0.19647106528282166,
0.35640645027160645,
-0.825843334197998,
-0.21685579419136047,
0.5108924508094788,
-0.45543646812438965,
-0.9504912495613098,
0.43206605315208435,
-0.13798518478870392,
-0.16828002035617828,
-0.22284330427646637,
-0.3505282402038574,
-0.7203582525253296,
-0.16142868995666504,
0.6823357939720154,
0.38253793120384216,
-1.0282199382781982,
0.07178596407175064,
0.07327808439731598,
-0.18647050857543945,
0.16250088810920715,
0.5929615497589111,
-0.1990162581205368,
0.6094516515731812,
0.5532348155975342,
0.5476776957511902,
0.3927050530910492,
-0.5058599710464478,
0.48853495717048645,
-0.8198018074035645,
0.17813871800899506,
-0.18313246965408325,
0.5396735668182373,
0.2528640627861023,
-0.18244677782058716,
0.6453031301498413,
0.15776804089546204,
-0.63807213306427,
-0.8083972334861755,
-0.016706179827451706,
-0.9117288589477539,
-0.1818254142999649,
1.0974701642990112,
-0.5338042378425598,
-0.09735792130231857,
-0.328717976808548,
-0.27631551027297974,
0.30858463048934937,
-0.6474630236625671,
0.7216469049453735,
1.0184025764465332,
0.16289205849170685,
-0.40783682465553284,
-1.1146469116210938,
0.5233165621757507,
0.31902945041656494,
-0.9833827018737793,
0.08617811650037766,
0.15628445148468018,
0.034001342952251434,
0.4030035436153412,
0.592746913433075,
-0.07207667827606201,
0.2414403259754181,
-0.19026388227939606,
0.15945778787136078,
0.04802345857024193,
-0.3043234646320343,
-0.4190412759780884,
-0.05013969913125038,
-0.03178280591964722,
-0.3528830111026764
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
danish_political_comments | null | 2023-11-24T16:12:39Z | 374 | 0 | null | [
"task_categories:text-classification",
"task_ids:multi-class-classification",
"annotations_creators:expert-generated",
"language_creators:other",
"multilinguality:monolingual",
"size_categories:1K<n<10K",
"source_datasets:original",
"language:da",
"license:unknown",
"region:us"
] | 2023-11-24T16:12:39Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- expert-generated
language_creators:
- other
language:
- da
license:
- unknown
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- original
task_categories:
- text-classification
task_ids:
- multi-class-classification
pretty_name: DanishPoliticalComments
dataset_info:
features:
- name: id
dtype: string
- name: sentence
dtype: string
- name: target
dtype:
class_label:
names:
'0': '2'
'1': '1'
'2': '0'
'3': '-1'
'4': '-2'
splits:
- name: train
num_bytes: 829569
num_examples: 9008
download_size: 690873
dataset_size: 829569
---
# Dataset Card for DanishPoliticalComments
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** https://github.com/steffan267/Sentiment-Analysis-on-Danish-Social-Media
- **Repository:** https://github.com/steffan267/Sentiment-Analysis-on-Danish-Social-Media
- **Paper:** https://github.com/lucaspuvis/SAM/blob/master/Thesis.pdf
- **Point of Contact:** [More Information Needed]
### Dataset Summary
The dataset consists of 9008 sentences that are labeled with fine-grained polarity in the range from -2 to 2 (negative to positive). The quality of the fine-grained is not cross-validated and is therefore subject to uncertainties; however, the simple polarity has been cross-validated and therefore is considered to be more correct.
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
[More Information Needed]
## Dataset Structure
### Data Instances
[More Information Needed]
### Data Fields
[More Information Needed]
### Data Splits
[More Information Needed]
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
[More Information Needed]
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
[More Information Needed]
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
[More Information Needed]
### Contributions
Thanks to [@abhishekkrthakur](https://github.com/abhishekkrthakur) for adding this dataset. | [
-0.7177861332893372,
-0.547549843788147,
0.22603967785835266,
0.3979685306549072,
-0.4479278326034546,
0.22411523759365082,
-0.5790815949440002,
-0.20662923157215118,
0.5080161094665527,
0.6027123928070068,
-0.6381105780601501,
-1.1869409084320068,
-0.7864856719970703,
0.2525983154773712,
-0.0032885861583054066,
1.0404231548309326,
-0.19203685224056244,
0.0731000006198883,
-0.16775433719158173,
-0.3367103636264801,
-0.32299497723579407,
-0.6953049898147583,
-0.459453821182251,
-0.07416406273841858,
0.36264288425445557,
0.7647397518157959,
0.644711434841156,
0.5210736989974976,
0.5408243536949158,
0.2883872389793396,
-0.2633773982524872,
-0.06964553892612457,
-0.720769464969635,
-0.0957670733332634,
-0.29418790340423584,
-0.23242653906345367,
-0.6401410698890686,
0.1260264813899994,
0.6679367423057556,
0.5984717011451721,
-0.07812514156103134,
0.6296623945236206,
0.24093344807624817,
0.828696608543396,
-0.4320988059043884,
0.5921528935432434,
-0.21699322760105133,
-0.15120075643062592,
-0.322072297334671,
0.12080131471157074,
-0.02980661764740944,
-0.5197523236274719,
-0.26274746656417847,
-0.6334815621376038,
0.1886044591665268,
0.014395751059055328,
0.8617567420005798,
-0.11477582901716232,
-0.3232278525829315,
-0.2547661364078522,
-0.44462624192237854,
0.7934395670890808,
-0.6527518630027771,
0.1117255836725235,
0.5633724331855774,
0.3177681565284729,
0.06836335361003876,
-0.5964879393577576,
-0.6037603616714478,
0.3105233907699585,
-0.042976014316082,
0.47390326857566833,
-0.06708469986915588,
-0.1312093883752823,
0.5671894550323486,
0.5503314733505249,
-0.31296613812446594,
-0.30091384053230286,
-0.6885426044464111,
-0.0980999767780304,
1.021470308303833,
0.3009409010410309,
0.034240566194057465,
-0.596674382686615,
-0.09391716867685318,
-0.36044561862945557,
-0.387739896774292,
0.21582607924938202,
0.7251696586608887,
0.5447405576705933,
-0.9300215244293213,
0.9751121997833252,
-0.222799152135849,
0.35448384284973145,
0.09737789630889893,
0.08703667670488358,
0.6544437408447266,
-0.6338537931442261,
0.13514256477355957,
0.04817511886358261,
0.801594078540802,
0.7742794156074524,
0.26925724744796753,
0.3714934289455414,
-0.18318679928779602,
-0.0525575652718544,
0.09087516367435455,
-0.7004473209381104,
-0.2899940609931946,
0.6130023002624512,
-0.894994854927063,
-0.5300996899604797,
0.4292357563972473,
-0.9698346257209778,
-0.27239489555358887,
-0.5301490426063538,
0.012707202695310116,
-0.01320253312587738,
-0.6107946038246155,
-0.104185089468956,
-0.361113965511322,
0.2543109953403473,
0.01749030314385891,
-0.4426533281803131,
0.30285459756851196,
0.605778157711029,
0.7663541436195374,
-0.20661044120788574,
0.07198911160230637,
0.10029483586549759,
0.016810258850455284,
-0.25971007347106934,
0.6266956329345703,
-0.34465333819389343,
-0.8132840991020203,
0.19214722514152527,
0.3719794452190399,
0.18246640264987946,
-0.3202887177467346,
0.8833131790161133,
-0.17664514482021332,
0.3614799380302429,
-0.8700542449951172,
-0.48969754576683044,
-0.22885166108608246,
0.3859262764453888,
-0.9713866710662842,
1.310173749923706,
0.14528930187225342,
-1.102138876914978,
0.29524165391921997,
-0.9287006855010986,
-0.4122917652130127,
-0.008680431172251701,
-0.333646297454834,
-0.364245742559433,
-0.07172093540430069,
0.06647579371929169,
0.7514379024505615,
-0.5581218600273132,
0.3777330219745636,
-0.355898380279541,
-0.06175455078482628,
0.1152409240603447,
-0.13610726594924927,
1.3714414834976196,
0.17880456149578094,
-0.21346023678779602,
0.06609456241130829,
-0.9620451927185059,
-0.29504483938217163,
0.31561943888664246,
-0.44255074858665466,
-0.09425915777683258,
-0.12842239439487457,
0.5637920498847961,
0.34803491830825806,
0.4702267050743103,
-0.6326684355735779,
0.09957832098007202,
-0.13331033289432526,
0.09165260940790176,
0.8170473575592041,
0.22969022393226624,
0.37447771430015564,
-0.37468221783638,
0.5852131843566895,
0.2414683997631073,
0.4959612786769867,
0.41466501355171204,
-0.6378160119056702,
-0.6064238548278809,
-0.2811414897441864,
0.18364939093589783,
0.8599027991294861,
-0.8378371596336365,
0.726760983467102,
-0.3633878827095032,
-0.6099816560745239,
-0.3889642655849457,
0.14794635772705078,
0.15352198481559753,
0.3868809938430786,
0.3534696102142334,
-0.2875444293022156,
-0.8131759166717529,
-1.0016611814498901,
-0.11971806734800339,
-0.38658228516578674,
0.3253437578678131,
0.6258167028427124,
0.7546498775482178,
-0.08736855536699295,
0.8192324042320251,
-0.5824004411697388,
-0.05949161574244499,
-0.5436401963233948,
0.1760246604681015,
0.6753254532814026,
0.3881461024284363,
0.46673110127449036,
-0.9669916033744812,
-0.6835489273071289,
-0.22147594392299652,
-0.719440758228302,
-0.2803412079811096,
0.0455777533352375,
-0.18096791207790375,
0.22956834733486176,
0.4129488468170166,
-0.37427374720573425,
0.38749173283576965,
0.6163374781608582,
-0.6157217621803284,
0.6399850845336914,
0.33242660760879517,
0.2128695249557495,
-1.5721893310546875,
0.2716326117515564,
-0.02114381082355976,
-0.018297646194696426,
-0.4669267535209656,
-0.42934465408325195,
-0.1292809695005417,
0.11691375821828842,
-0.41887685656547546,
0.7499908208847046,
-0.23380424082279205,
0.45556047558784485,
0.11277269572019577,
-0.13716253638267517,
-0.07838617265224457,
0.38549843430519104,
-0.05349747836589813,
0.5256071090698242,
0.7375315427780151,
-0.2510548233985901,
0.36504390835762024,
0.44508352875709534,
-0.2899600565433502,
0.8709556460380554,
-0.6913858652114868,
-0.2676383852958679,
-0.4283061921596527,
0.1132139265537262,
-0.9888598918914795,
-0.26879650354385376,
0.5861607193946838,
-0.5055566430091858,
0.2984769642353058,
-0.1441921889781952,
-0.6229892373085022,
-0.3823311924934387,
-0.6278256773948669,
0.2579760253429413,
0.43807390332221985,
-0.1977163851261139,
0.624578595161438,
0.7195079922676086,
-0.22964471578598022,
-0.5559815168380737,
-0.6393391489982605,
0.056738026440143585,
-0.11494126170873642,
-0.38741934299468994,
0.19233624637126923,
-0.15062126517295837,
-0.30069616436958313,
0.22978033125400543,
0.2336197793483734,
0.11978758126497269,
-0.1218755766749382,
0.46984028816223145,
0.2027694135904312,
-0.06123203784227371,
-0.03923915699124336,
0.029825370758771896,
-0.0249013714492321,
0.16866841912269592,
0.2053631991147995,
0.32718634605407715,
-0.10282625257968903,
-0.0790611058473587,
-0.37087634205818176,
0.6656275391578674,
0.41660061478614807,
0.14154164493083954,
0.8412085175514221,
0.9642227292060852,
-0.3330337703227997,
0.05328979715704918,
-0.6255662441253662,
-0.14246438443660736,
-0.42375823855400085,
0.21079716086387634,
-0.25533437728881836,
-0.7379605174064636,
0.9342353343963623,
0.1067117378115654,
0.06479417532682419,
0.9339304566383362,
0.7526041269302368,
-0.049494583159685135,
0.9619489312171936,
0.5506060123443604,
-0.3548074960708618,
0.4395155906677246,
-0.5283018350601196,
0.14303842186927795,
-0.6108488440513611,
-0.3352629840373993,
-0.6732696890830994,
-0.2353539913892746,
-1.1130385398864746,
-0.3259752094745636,
0.021928517147898674,
0.16122612357139587,
-0.4022631049156189,
0.2950706481933594,
-0.5227958559989929,
0.3189155161380768,
0.6360833048820496,
-0.06980929523706436,
-0.07578881829977036,
0.12517602741718292,
-0.2083989530801773,
0.0451534129679203,
-0.7819687724113464,
-0.6867506504058838,
1.0611672401428223,
0.4875616431236267,
0.5597101449966431,
0.09620662778615952,
0.8283466100692749,
0.30509549379348755,
0.41578179597854614,
-0.4386436343193054,
0.631287157535553,
-0.3289892077445984,
-0.8422595858573914,
-0.22498653829097748,
-0.3988039493560791,
-0.6310216784477234,
-0.2124149203300476,
-0.3969835340976715,
-0.4537394940853119,
0.6673678159713745,
0.04764840379357338,
-0.042834531515836716,
0.2976854741573334,
-0.4790310263633728,
0.8573125004768372,
0.009047062136232853,
-0.32129737734794617,
-0.11554709076881409,
-0.8280642032623291,
0.023027565330266953,
0.2413436770439148,
0.5210484862327576,
-0.34609538316726685,
0.002958256984129548,
1.1417229175567627,
-0.2537153959274292,
1.2119274139404297,
-0.44433334469795227,
0.08487221598625183,
0.5254430174827576,
-0.34796181321144104,
0.37329572439193726,
0.16112452745437622,
-0.13176554441452026,
0.6159057021141052,
0.11716088652610779,
-0.4283299744129181,
-0.17134752869606018,
0.6477422714233398,
-0.8820536732673645,
-0.33377692103385925,
-0.4708239734172821,
-0.334164023399353,
0.017694223672151566,
0.2792370319366455,
0.2707225978374481,
0.2036455273628235,
-0.3818098306655884,
0.4350358545780182,
0.3759259283542633,
-0.21119040250778198,
0.20307345688343048,
0.1730973869562149,
-0.1437123566865921,
-0.9520965814590454,
0.7976108193397522,
0.4424575865268707,
-0.032794613391160965,
0.09668964892625809,
0.04874873906373978,
-0.5264184474945068,
-0.08184926211833954,
-0.2608388066291809,
0.33701983094215393,
-0.9092882871627808,
-0.24737553298473358,
-0.48564791679382324,
-0.2091124951839447,
-0.5409594178199768,
-0.2573968470096588,
-0.17104025185108185,
-0.7123717665672302,
-0.4537477493286133,
-0.40495768189430237,
0.6488814949989319,
0.6783885955810547,
-0.6042020320892334,
0.20447520911693573,
-0.5413693785667419,
0.46716344356536865,
-0.006193791516125202,
0.5073279738426208,
-0.1271490752696991,
-0.1575504094362259,
-0.29549440741539,
0.010558278299868107,
-0.27395200729370117,
-0.9666455388069153,
0.11547611653804779,
-0.05365240201354027,
0.6132084727287292,
0.22486940026283264,
0.1706380397081375,
0.270541250705719,
-0.23605886101722717,
1.2354949712753296,
0.21857641637325287,
-0.702796459197998,
0.40201476216316223,
-0.5135188102722168,
0.23691345751285553,
0.9558070302009583,
0.46020054817199707,
-0.5365396738052368,
-0.2658939063549042,
-0.9388328194618225,
-1.2195438146591187,
0.6055131554603577,
0.303335964679718,
0.30901387333869934,
-0.3059033453464508,
0.28829145431518555,
-0.12931986153125763,
0.32152900099754333,
-0.6888550519943237,
-0.7733688950538635,
-0.39527276158332825,
-0.5993052124977112,
-0.1905299723148346,
-0.5252127051353455,
-0.40153801441192627,
-0.5601682662963867,
0.9591158032417297,
0.1608991026878357,
0.261504203081131,
0.20812727510929108,
0.3176930844783783,
-0.11372315138578415,
0.23147736489772797,
0.3526340126991272,
0.550946056842804,
-0.3509170711040497,
-0.0338280126452446,
0.14117175340652466,
-0.7260651588439941,
-0.06090399995446205,
0.05718521401286125,
-0.09672655165195465,
0.07124603539705276,
0.38028356432914734,
0.6913438439369202,
-0.1455652266740799,
-0.2826474606990814,
0.7820896506309509,
-0.037194885313510895,
-0.4229281544685364,
-0.6041701436042786,
-0.2922818660736084,
0.13316820561885834,
0.28316283226013184,
0.22177286446094513,
-0.21626895666122437,
0.07372380048036575,
-0.4211168885231018,
0.12418361753225327,
0.23723775148391724,
-0.5421629548072815,
-0.3257402777671814,
0.4511984586715698,
0.3009912073612213,
-0.11546991765499115,
0.2729940116405487,
-0.2091180980205536,
-0.5172196626663208,
0.7042169570922852,
0.18593862652778625,
1.0221748352050781,
-0.09446340054273605,
0.49478083848953247,
0.6966574788093567,
0.48381489515304565,
-0.12532497942447662,
1.281647801399231,
-0.041550688445568085,
-0.7793077230453491,
-0.35003626346588135,
-0.598739743232727,
-0.2013409435749054,
-0.0019795706029981375,
-0.9813579320907593,
0.4392285943031311,
-0.5401651263237,
-0.4601879119873047,
-0.16571353375911713,
0.15910427272319794,
-0.991206705570221,
0.1801253855228424,
0.0030499619897454977,
1.1199731826782227,
-1.2152867317199707,
0.45401817560195923,
0.827649712562561,
-0.5371231436729431,
-0.688517689704895,
-0.30309396982192993,
0.15069493651390076,
-0.46253702044487,
0.3824459910392761,
0.029725493863224983,
0.3190482556819916,
-0.17256534099578857,
-0.8659346103668213,
-0.6690943241119385,
1.1155644655227661,
-0.067184217274189,
-0.4218526780605316,
0.4796433448791504,
0.41211235523223877,
0.49499890208244324,
-0.4157440662384033,
-0.1105450913310051,
0.4395313560962677,
0.8620463609695435,
-0.04476628080010414,
-0.499047189950943,
0.3213725984096527,
-0.5171626806259155,
-0.08540992438793182,
0.033654674887657166,
-0.5962709188461304,
0.7721543908119202,
0.25873857736587524,
-0.19762401282787323,
-0.36346182227134705,
0.4879670739173889,
0.14465780556201935,
0.21530695259571075,
0.5008196830749512,
0.7255859971046448,
0.5426549315452576,
-0.1412280648946762,
1.1236600875854492,
-0.5373178124427795,
0.4730481207370758,
1.0285229682922363,
-0.05089312046766281,
0.8431802988052368,
0.5516623854637146,
-0.20135453343391418,
0.47916796803474426,
0.5677156448364258,
-0.16048529744148254,
0.3889843225479126,
0.1748645007610321,
-0.0026434813626110554,
-0.19556169211864471,
-0.4441378712654114,
-0.3955000042915344,
0.21832650899887085,
0.4523322582244873,
-0.5267619490623474,
-0.05568849295377731,
-0.17909365892410278,
0.2121158093214035,
-0.03866606205701828,
-0.46221816539764404,
0.9288970232009888,
0.056948769837617874,
-0.22007480263710022,
0.30295830965042114,
-0.018816176801919937,
0.4173339009284973,
-0.2680690586566925,
-0.16275742650032043,
-0.00394488824531436,
-0.13600799441337585,
-0.39630961418151855,
-1.2017621994018555,
0.39342397451400757,
0.037664856761693954,
-0.5656192898750305,
-0.21577966213226318,
0.6090705394744873,
-0.43737587332725525,
-1.0071134567260742,
0.17546792328357697,
0.49985089898109436,
0.04677807539701462,
0.14116929471492767,
-1.0811771154403687,
0.2667577564716339,
0.023936942219734192,
-0.4865158498287201,
-0.15925095975399017,
0.4406759738922119,
-0.1633356809616089,
0.10223811864852905,
0.6334717869758606,
0.3858667016029358,
-0.21714217960834503,
0.3928423225879669,
1.0216342210769653,
-0.7174645066261292,
-0.4848911464214325,
-0.6127701997756958,
0.9027684926986694,
-0.646976888179779,
-0.427086740732193,
0.9170430302619934,
0.7623358368873596,
1.0066828727722168,
-0.013372557237744331,
1.1423888206481934,
-0.4932049512863159,
0.8172135949134827,
-0.2621620297431946,
0.8003200888633728,
-0.412637859582901,
-0.08038605749607086,
-0.27644431591033936,
-0.9626247882843018,
-0.45469340682029724,
0.6519149541854858,
-0.4297355115413666,
0.025079136714339256,
0.4010762572288513,
0.9345192909240723,
-0.09758930653333664,
0.14117778837680817,
0.019740376621484756,
0.6663407683372498,
0.10795368999242783,
-0.13961905241012573,
0.5136600732803345,
-0.4491821527481079,
0.2549684941768646,
-0.6397595405578613,
-0.19081689417362213,
-0.0718277096748352,
-1.0522427558898926,
-1.146927833557129,
-0.9694393277168274,
-0.4876385033130646,
-0.6634107232093811,
-0.03792031481862068,
1.105725884437561,
0.4047028720378876,
-1.1942987442016602,
-0.49551817774772644,
0.17918454110622406,
0.20267443358898163,
-0.07139625400304794,
-0.29916995763778687,
0.6250784397125244,
0.134769007563591,
-0.38954871892929077,
-0.3168294429779053,
0.0576806366443634,
-0.01512498501688242,
-0.2014235556125641,
-0.10352567583322525,
-0.3458608388900757,
0.17333613336086273,
0.6825518608093262,
0.2178281545639038,
-0.5911669731140137,
-0.25111573934555054,
-0.07884394377470016,
-0.04461903125047684,
-0.0358768031001091,
0.5921614766120911,
-0.1152419000864029,
0.35119009017944336,
0.8782188296318054,
0.1738223433494568,
0.31182658672332764,
0.15104612708091736,
0.2542888820171356,
-0.7895010113716125,
0.05676190182566643,
0.15588277578353882,
0.35786697268486023,
0.4415845572948456,
-0.479736328125,
0.5501822829246521,
0.2173720896244049,
-0.4254513382911682,
-0.7351556420326233,
-0.043394166976213455,
-1.2366113662719727,
-0.11882036179304123,
1.5329498052597046,
0.11761743575334549,
-0.32828494906425476,
-0.4252363443374634,
-0.4595657289028168,
0.3413575291633606,
-0.7293905019760132,
0.570002555847168,
1.1216033697128296,
0.214384987950325,
0.023816624656319618,
-0.5998852252960205,
0.6197113394737244,
-0.10326089709997177,
-0.7467275261878967,
0.08489297330379486,
0.38874098658561707,
0.14190779626369476,
0.21837849915027618,
0.6565446853637695,
-0.411740779876709,
0.06682150065898895,
-0.14771319925785065,
0.44166502356529236,
0.0608099028468132,
-0.20272110402584076,
-0.295511931180954,
0.0881992056965828,
-0.09521270543336868,
-0.07100626826286316
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
Babelscape/rebel-dataset | Babelscape | 2023-06-15T12:12:59Z | 374 | 15 | null | [
"task_categories:text-retrieval",
"task_categories:text-generation",
"annotations_creators:machine-generated",
"language_creators:machine-generated",
"multilinguality:monolingual",
"size_categories:unknown",
"source_datasets:original",
"language:en",
"license:cc-by-sa-4.0",
"relation-extraction",
"conditional-text-generation",
"arxiv:2005.00614",
"region:us"
] | 2023-06-15T12:12:59Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- machine-generated
language_creators:
- machine-generated
language:
- en
license: cc-by-sa-4.0
multilinguality:
- monolingual
size_categories:
- unknown
source_datasets:
- original
task_categories:
- text-retrieval
- text-generation
task_ids: []
pretty_name: rebel-dataset
tags:
- relation-extraction
- conditional-text-generation
---
cc-by-nc-sa-4.0---
annotations_creators:
- machine-generated
language_creators:
- machine-generated
language:
- en
multilinguality:
- monolingual
size_categories:
- unknown
source_datasets:
- original
task_categories:
- text-retrieval
- text-generation
task_ids: []
pretty_name: rebel-dataset
tags:
- relation-extraction
- conditional-text-generation
---
# Dataset Card for REBEL dataset
## Table of Contents
- [Dataset Card for REBEL dataset](#dataset-card-for-rebel)
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Initial Data Collection and Normalization](#initial-data-collection-and-normalization)
- [Who are the source language producers?](#who-are-the-source-language-producers)
- [Annotations](#annotations)
- [Annotation process](#annotation-process)
- [Who are the annotators?](#who-are-the-annotators)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Repository:** [https://github.com/Babelscape/rebel](https://github.com/Babelscape/rebel)
- **Paper:** [https://github.com/Babelscape/rebel/blob/main/docs/EMNLP_2021_REBEL__Camera_Ready_.pdf](https://github.com/Babelscape/rebel/blob/main/docs/EMNLP_2021_REBEL__Camera_Ready_.pdf)
- **Point of Contact:** [huguetcabot@babelscape.com](huguetcabot@babelscape.com)
### Dataset Summary
Dataset created for [REBEL](https://huggingface.co/Babelscape/rebel-large) dataset from interlinking Wikidata and Wikipedia for Relation Extraction, filtered using NLI.
### Supported Tasks and Leaderboards
- `text-retrieval-other-relation-extraction`: The dataset can be used to train a model for Relation Extraction, which consists in extracting triplets from raw text, made of subject, object and relation type. Success on this task is typically measured by achieving a *high* [F1](https://huggingface.co/metrics/F1). The [BART](https://huggingface.co/transformers/model_doc/bart.html)) model currently achieves the following score: 74 Micro F1 and 51 Macro F1 for the 220 most frequent relation types.
### Languages
The dataset is in English, from the English Wikipedia.
## Dataset Structure
### Data Instances
REBEL
- `Size of downloaded dataset files`: 1490.02 MB
- `Size of the generated dataset`: 1199.27 MB
- `Total amount of disk used`: 2689.29 MB
```
{
'id': 'Q82442-1',
'title': 'Arsène Lupin, Gentleman Burglar',
'context': 'Arsène Lupin , Gentleman Burglar is the first collection of stories by Maurice Leblanc recounting the adventures of Arsène Lupin , released on 10 June 1907 .',
'triplets': '<triplet> Arsène Lupin, Gentleman Burglar <subj> Maurice Leblanc <obj> author <triplet> Arsène Lupin <subj> Maurice Leblanc <obj> creator'
}
```
The original data is in jsonl format and contains much more information. It is divided by Wikipedia articles instead of by sentence, and contains metadata about Wikidata entities, their boundaries in the text, how it was annotated, etc. For more information check the [paper repository](https://huggingface.co/Babelscape/rebel-large) and how it was generated using the Relation Extraction dataset pipeline, [cRocoDiLe](https://github.com/Babelscape/crocodile).
### Data Fields
List and describe the fields present in the dataset. Mention their data type, and whether they are used as input or output in any of the tasks the dataset currently supports. If the data has span indices, describe their attributes, such as whether they are at the character level or word level, whether they are contiguous or not, etc. If the datasets contains example IDs, state whether they have an inherent meaning, such as a mapping to other datasets or pointing to relationships between data points.
- `id`: ID of the instance. It contains a unique id matching to a Wikipedia page and a number separated by a hyphen indicating which sentence of the Wikipedia article it is.
- `title`: Title of the Wikipedia page the sentence comes from.
- `context`: Text from Wikipedia articles that serves as context for the Relation Extraction task.
- `triplets`: Linearized version of the triplets present in the text, split by the use of special tokens. For more info on this linearization check the [paper](https://github.com/Babelscape/rebel/blob/main/docs/EMNLP_2021_REBEL__Camera_Ready_.pdf).
### Data Splits
Test and Validation splits are each 5% of the original data.
Provide the sizes of each split. As appropriate, provide any descriptive statistics for the features, such as average length. For example:
| | Tain | Valid | Test |
| ----- | ------ | ----- | ---- |
| Input Sentences | 3,120,296 | 172,860 | 173,601 |
| Input Sentences (top 220 relation types as used in original paper) | 784,202 | 43,341 | 43,506 |
| Number of Triplets (top 220 relation types as used in original paper) | 878,555 | 48,514 | 48,852 |
## Dataset Creation
### Curation Rationale
This dataset was created to enable the training of a BART based model as pre-training phase for Relation Extraction as seen in the paper [REBEL: Relation Extraction By End-to-end Language generation](https://github.com/Babelscape/rebel/blob/main/docs/EMNLP_2021_REBEL__Camera_Ready_.pdf).
### Source Data
Data comes from Wikipedia text before the table of contents, as well as Wikidata for the triplets annotation.
#### Initial Data Collection and Normalization
For the data collection, the dataset extraction pipeline [cRocoDiLe: Automati**c** **R**elati**o**n Extra**c**ti**o**n **D**ataset w**i**th N**L**I filt**e**ring](https://github.com/Babelscape/crocodile) insipired by [T-REx Pipeline](https://github.com/hadyelsahar/RE-NLG-Dataset) more details found at: [T-REx Website](https://hadyelsahar.github.io/t-rex/). The starting point is a Wikipedia dump as well as a Wikidata one.
After the triplets are extracted, an NLI system was used to filter out those not entailed by the text.
#### Who are the source language producers?
Any Wikipedia and Wikidata contributor.
### Annotations
#### Annotation process
The dataset extraction pipeline [cRocoDiLe: Automati**c** **R**elati**o**n Extra**c**ti**o**n **D**ataset w**i**th N**L**I filt**e**ring](https://github.com/Babelscape/crocodile).
#### Who are the annotators?
Automatic annottations
### Personal and Sensitive Information
All text is from Wikipedia, any Personal or Sensitive Information there may be present in this dataset.
## Considerations for Using the Data
### Social Impact of Dataset
The dataset serves as a pre-training step for Relation Extraction models. It is distantly annotated, hence it should only be used as such. A model trained solely on this dataset may produce allucinations coming from the silver nature of the dataset.
### Discussion of Biases
Since the dataset was automatically created from Wikipedia and Wikidata, it may reflect the biases withing those sources.
For Wikipedia text, see for example [Dinan et al 2020 on biases in Wikipedia (esp. Table 1)](https://arxiv.org/abs/2005.00614), or [Blodgett et al 2020](https://www.aclweb.org/anthology/2020.acl-main.485/) for a more general discussion of the topic.
For Wikidata, there are class imbalances, also resulting from Wikipedia.
### Other Known Limitations
Not for now
## Additional Information
### Dataset Curators
Pere-Lluis Huguet Cabot - Babelscape and Sapienza University of Rome, Italy
Roberto Navigli - Sapienza University of Rome, Italy
### Licensing Information
Contents of this repository are restricted to only non-commercial research purposes under the [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/). Copyright of the dataset contents belongs to the original copyright holders.
### Citation Information
Provide the [BibTex](http://www.bibtex.org/)-formatted reference for the dataset. For example:
```
@inproceedings{huguet-cabot-navigli-2021-rebel,
title = "REBEL: Relation Extraction By End-to-end Language generation",
author = "Huguet Cabot, Pere-Llu{\'\i}s and
Navigli, Roberto",
booktitle = "Findings of the Association for Computational Linguistics: EMNLP 2021",
month = nov,
year = "2021",
address = "Online and in the Barceló Bávaro Convention Centre, Punta Cana, Dominican Republic",
publisher = "Association for Computational Linguistics",
url = "https://github.com/Babelscape/rebel/blob/main/docs/EMNLP_2021_REBEL__Camera_Ready_.pdf",
}
```
### Contributions
Thanks to [@littlepea13](https://github.com/LittlePea13) for adding this dataset. | [
-0.5126586556434631,
-0.6936059594154358,
0.19502724707126617,
0.0516124963760376,
-0.16040198504924774,
0.017909375950694084,
-0.42729416489601135,
-0.5747162699699402,
0.4387570321559906,
0.4998917281627655,
-0.5804811716079712,
-0.7847435474395752,
-0.43400460481643677,
0.3546631336212158,
-0.3392859399318695,
1.2612625360488892,
-0.2259684056043625,
-0.2305474430322647,
0.04061209782958031,
-0.03283350169658661,
-0.07827956974506378,
-0.5294125080108643,
-0.5124627351760864,
0.05088415369391441,
0.637031614780426,
0.5358124375343323,
0.5963765382766724,
0.8384422063827515,
0.5512325167655945,
0.19401849806308746,
-0.12004705518484116,
0.25659075379371643,
-0.7147916555404663,
-0.02331726811826229,
-0.12304432690143585,
-0.13645534217357635,
-0.3433155417442322,
0.061850499361753464,
0.6255364418029785,
0.4822158217430115,
0.23252339661121368,
0.425828218460083,
-0.024343932047486305,
0.5519002676010132,
-0.5036815404891968,
0.6155778169631958,
-0.4077894687652588,
-0.08396312594413757,
-0.4844869375228882,
-0.021441170945763588,
-0.2726360261440277,
-0.2851472795009613,
0.0021467264741659164,
-0.788063645362854,
0.1896989643573761,
0.005720620509237051,
1.3231624364852905,
-0.09762869775295258,
-0.3564734160900116,
-0.18510031700134277,
-0.6925438642501831,
0.6909005045890808,
-0.607600748538971,
0.25797179341316223,
0.5297232270240784,
0.05598912388086319,
0.019878963008522987,
-0.7794452905654907,
-0.6777088046073914,
-0.07074404507875443,
-0.27211180329322815,
0.09796427935361862,
-0.12634730339050293,
-0.20629653334617615,
0.40066519379615784,
0.5510867238044739,
-0.4324202835559845,
-0.1160082221031189,
-0.5959228873252869,
-0.20471902191638947,
0.7861935496330261,
-0.0319673977792263,
0.36133337020874023,
-0.8018571734428406,
-0.20910845696926117,
-0.10204281657934189,
-0.7532368302345276,
-0.07612495124340057,
0.47337090969085693,
0.5764223337173462,
-0.4253799617290497,
0.8123610019683838,
-0.06006501987576485,
0.5720169544219971,
-0.08245931565761566,
-0.12851879000663757,
0.49984607100486755,
-0.7566603422164917,
0.1652449369430542,
-0.38473862409591675,
1.1107319593429565,
0.39993470907211304,
0.5067668557167053,
-0.15996091067790985,
-0.1480850726366043,
-0.12836702167987823,
-0.05568978935480118,
-0.5192404389381409,
-0.18161055445671082,
0.18357735872268677,
-0.46830400824546814,
-0.4521257281303406,
0.1239476352930069,
-1.0048162937164307,
0.15486028790473938,
-0.22231662273406982,
0.3499206006526947,
-0.43234094977378845,
-0.5599784255027771,
-0.3156866133213043,
-0.2425067275762558,
0.2642061412334442,
-0.0960991308093071,
-0.8255949020385742,
0.2464836835861206,
0.5420010685920715,
0.8718469142913818,
-0.21858592331409454,
-0.3436334431171417,
-0.15115979313850403,
0.23620380461215973,
-0.12335679680109024,
0.5691400766372681,
-0.19207756221294403,
-0.2750433385372162,
0.11486027389764786,
0.281552791595459,
0.08790605515241623,
-0.15285153687000275,
0.6665605306625366,
-0.5171707272529602,
0.30903568863868713,
-0.5250838994979858,
-0.4632713794708252,
0.014446377754211426,
0.2673216462135315,
-0.9372783899307251,
1.1349952220916748,
0.3123303949832916,
-0.9110475182533264,
0.33138689398765564,
-0.6432803869247437,
-0.49546369910240173,
-0.1070970967411995,
-0.1248413622379303,
-0.27576562762260437,
-0.427340567111969,
0.31034544110298157,
0.48091867566108704,
-0.3787594437599182,
0.15488435328006744,
-0.2629028856754303,
0.054267458617687225,
0.0173644982278347,
-0.005593570414930582,
1.2509377002716064,
0.2080700546503067,
-0.19896972179412842,
-0.2838003635406494,
-0.7546619772911072,
-0.15583506226539612,
0.30954089760780334,
-0.43118754029273987,
-0.13094274699687958,
-0.023799434304237366,
0.36486002802848816,
0.29287129640579224,
0.38940194249153137,
-0.5540822744369507,
0.22043472528457642,
-0.5303030610084534,
0.2952326536178589,
0.5237760543823242,
0.3191773295402527,
0.3904842138290405,
-0.24007554352283478,
0.4157639145851135,
0.08705724775791168,
0.24416077136993408,
-0.2180492877960205,
-0.48922401666641235,
-0.9618884921073914,
0.07350655645132065,
0.4796709716320038,
0.5266098380088806,
-1.0580191612243652,
0.6010109186172485,
-0.6402950286865234,
-0.5926101207733154,
-0.38349756598472595,
0.26151174306869507,
0.583111047744751,
0.41307172179222107,
0.49423620104789734,
-0.12206070870161057,
-0.7645159959793091,
-0.9133309125900269,
-0.0986686572432518,
-0.33605289459228516,
0.1910100132226944,
0.20137622952461243,
0.708073616027832,
0.04259616509079933,
0.9909235239028931,
-0.6999768018722534,
-0.34182441234588623,
-0.39025577902793884,
-0.002119647338986397,
0.21127748489379883,
0.40414947271347046,
0.6418315172195435,
-0.9696449041366577,
-0.5376759171485901,
0.03415707126259804,
-0.9157239198684692,
-0.015886802226305008,
0.19472277164459229,
-0.16718368232250214,
0.30832919478416443,
0.34133419394493103,
-0.7185275554656982,
0.39070889353752136,
0.2679930627346039,
-0.22718314826488495,
0.5131089091300964,
0.21331699192523956,
0.0027696206234395504,
-1.4565978050231934,
0.262088805437088,
0.14702902734279633,
-0.031444016844034195,
-0.5481246113777161,
0.1050950288772583,
-0.06364364922046661,
0.048885613679885864,
-0.3582266569137573,
0.4407808184623718,
-0.6078507304191589,
-0.0075522251427173615,
0.36940377950668335,
0.32785698771476746,
0.10143298655748367,
0.5585923790931702,
-0.023219186812639236,
0.5234668254852295,
0.32040855288505554,
-0.5463475584983826,
0.4734170138835907,
0.496486634016037,
-0.13437609374523163,
0.3815201222896576,
-0.45436957478523254,
0.06995659321546555,
-0.07564020901918411,
0.020434720441699028,
-0.7028666138648987,
-0.3334443271160126,
0.33514079451560974,
-0.657291829586029,
0.40483206510543823,
-0.2416529655456543,
-0.712288498878479,
-0.4978765547275543,
-0.40874603390693665,
-0.059399522840976715,
0.21464113891124725,
-0.40180203318595886,
0.4959002733230591,
0.6875157356262207,
-0.06662962585687637,
-0.8401327729225159,
-0.732465386390686,
0.22323666512966156,
-0.05299649015069008,
-0.6445494890213013,
0.42993852496147156,
-0.0385621041059494,
-0.2945851683616638,
0.23510172963142395,
0.14908401668071747,
-0.21765637397766113,
-0.19204619526863098,
0.04033327475190163,
0.32784727215766907,
-0.18137983977794647,
0.22891877591609955,
-0.11922864615917206,
-0.01396492775529623,
0.022679077461361885,
-0.043729837983846664,
0.4633667767047882,
-0.09493564814329147,
0.19271604716777802,
-0.18676437437534332,
0.30045580863952637,
0.2336309403181076,
-0.17718860507011414,
0.6967324614524841,
0.7302646636962891,
-0.40370312333106995,
0.02516848035156727,
-0.5462764501571655,
-0.009158921428024769,
-0.40243884921073914,
0.27981334924697876,
-0.3288048803806305,
-0.5296381115913391,
0.609480082988739,
0.37904512882232666,
0.39189454913139343,
1.0009499788284302,
0.29602399468421936,
-0.06586786359548569,
0.535875141620636,
0.6039632558822632,
-0.31874197721481323,
0.4457251727581024,
-0.6843355894088745,
-0.06990601867437363,
-0.5883498191833496,
-0.3016039729118347,
-0.5963768362998962,
-0.17769408226013184,
-0.7856135368347168,
-0.1749463677406311,
0.043193794786930084,
0.05562552809715271,
-0.09128715842962265,
0.781341552734375,
-0.39427778124809265,
0.40971630811691284,
0.3685956299304962,
0.04304526373744011,
0.4223128855228424,
0.14696840941905975,
0.0017689561937004328,
-0.15668907761573792,
-0.5158148407936096,
-0.5823414325714111,
1.2819222211837769,
0.17547909915447235,
0.4692292809486389,
0.21380840241909027,
0.8243592381477356,
0.12802079319953918,
0.24341131746768951,
-0.7018961906433105,
0.5561139583587646,
-0.2508889436721802,
-0.9405036568641663,
-0.2682796120643616,
-0.5985868573188782,
-1.0689245462417603,
-0.14247718453407288,
-0.37906205654144287,
-0.6148730516433716,
0.2813624441623688,
-0.0214187391102314,
-0.14567892253398895,
0.24616356194019318,
-0.7594140768051147,
0.720135509967804,
-0.21866224706172943,
-0.3023238182067871,
0.06904188543558121,
-0.9031893610954285,
0.3695552349090576,
-0.11576026678085327,
0.36841854453086853,
-0.039750371128320694,
-0.13957469165325165,
0.963252067565918,
-0.37772467732429504,
0.7352737784385681,
-0.1396721750497818,
0.09208143502473831,
0.27453264594078064,
-0.20275476574897766,
0.29805347323417664,
-0.023127293214201927,
-0.1486489325761795,
0.39515841007232666,
0.12194911390542984,
-0.15605221688747406,
-0.38755038380622864,
0.7219337224960327,
-0.9359386563301086,
-0.18409456312656403,
-0.26368415355682373,
-0.3878791928291321,
0.04620831087231636,
0.41319847106933594,
0.46279531717300415,
0.39410921931266785,
-0.3567788302898407,
0.16538161039352417,
0.3251200318336487,
-0.177839994430542,
0.6176755428314209,
0.38118380308151245,
-0.4761577546596527,
-0.6999651193618774,
0.7544182538986206,
0.49674680829048157,
0.24887000024318695,
0.473722904920578,
-0.024842891842126846,
-0.17915111780166626,
-0.20484742522239685,
-0.5245781540870667,
0.32616543769836426,
-0.7313562631607056,
-0.39571279287338257,
-0.708241879940033,
-0.466117262840271,
-0.47330111265182495,
0.19093064963817596,
-0.22093565762043,
-0.729677677154541,
-0.5572904944419861,
-0.2536817491054535,
0.6893280148506165,
0.83709716796875,
-0.18956707417964935,
0.30472007393836975,
-0.5868115425109863,
0.5040550231933594,
-0.03413819894194603,
0.10548874735832214,
-0.1897333860397339,
-0.4316129684448242,
-0.4058607220649719,
0.015182086266577244,
-0.3728868365287781,
-1.0263988971710205,
0.45493796467781067,
0.2983178198337555,
0.4448401629924774,
0.3353768289089203,
-0.015190842561423779,
0.6098378896713257,
-0.2782236635684967,
0.9657202959060669,
-0.03480677306652069,
-0.7277597784996033,
0.7044663429260254,
-0.5244788527488708,
-0.027623025700449944,
0.6519915461540222,
0.5761711597442627,
-0.4124290645122528,
-0.19710581004619598,
-0.950518786907196,
-0.9782750010490417,
0.8339899778366089,
0.4929560422897339,
0.07325883954763412,
-0.098236583173275,
0.5913290977478027,
-0.16816562414169312,
0.10060079395771027,
-1.1133272647857666,
-0.6418139934539795,
-0.06337302923202515,
-0.3035537302494049,
-0.13856440782546997,
-0.18871961534023285,
-0.11487503349781036,
-0.44372066855430603,
0.8048712015151978,
0.17970167100429535,
0.268337607383728,
0.19003821909427643,
-0.2432042509317398,
-0.13881756365299225,
0.03763629496097565,
0.13286364078521729,
0.6310626864433289,
-0.23866106569766998,
0.08073832094669342,
0.0898652970790863,
-0.67326420545578,
-0.06349315494298935,
0.41717058420181274,
-0.3318432867527008,
0.30248239636421204,
0.5481382012367249,
0.4859987795352936,
0.16643700003623962,
-0.22381317615509033,
0.70766681432724,
0.11263337731361389,
-0.07359910756349564,
-0.6013755798339844,
-0.07771984487771988,
0.06639530509710312,
-0.07659357041120529,
0.4919664263725281,
-0.15105919539928436,
-0.05339021608233452,
-0.48319679498672485,
0.3104461431503296,
0.24005891382694244,
-0.10524924099445343,
-0.39531412720680237,
0.33543917536735535,
0.1953098624944687,
-0.4121305048465729,
0.44929003715515137,
-0.3623814582824707,
-0.34855973720550537,
0.5938618183135986,
0.3571692705154419,
0.6789660453796387,
-0.10521640628576279,
0.23638081550598145,
0.7966495752334595,
0.6887990832328796,
0.058304790407419205,
0.4434877634048462,
0.02390502206981182,
-0.841550886631012,
-0.45496684312820435,
-0.6155377626419067,
-0.017577296122908592,
0.2899697721004486,
-0.7089574337005615,
0.6285279393196106,
-0.42624008655548096,
-0.17017564177513123,
0.25999388098716736,
0.2646651864051819,
-0.8894710540771484,
0.0777394026517868,
-0.0758817195892334,
0.8361703753471375,
-0.8670964241027832,
0.7700791358947754,
0.37884700298309326,
-1.112959861755371,
-0.9723328948020935,
-0.010145285166800022,
0.0317595973610878,
-0.6608546376228333,
0.6413775682449341,
0.10411170870065689,
0.2508215308189392,
0.1112949475646019,
-0.7042717337608337,
-0.9714358448982239,
1.00198495388031,
0.3693649172782898,
-0.4204837679862976,
-0.28335562348365784,
0.16621585190296173,
0.5643933415412903,
-0.4198779761791229,
0.10446599870920181,
0.6631615161895752,
0.5764337182044983,
-0.0712013989686966,
-0.8464168310165405,
0.050736960023641586,
-0.42968595027923584,
-0.16345444321632385,
0.16730573773384094,
-0.5355147123336792,
0.8539222478866577,
-0.09039600938558578,
-0.30618882179260254,
-0.08825933188199997,
0.5650761723518372,
-0.030122369527816772,
0.12040480226278305,
0.5063683390617371,
0.5982460975646973,
0.5255146026611328,
-0.2461448311805725,
0.9237463474273682,
-0.30778738856315613,
0.5167454481124878,
1.058518409729004,
0.07066986709833145,
0.9780904650688171,
0.517342209815979,
-0.32955458760261536,
0.6999160647392273,
0.6888079643249512,
-0.26397407054901123,
0.31104958057403564,
-0.18655599653720856,
-0.042958565056324005,
0.22099518775939941,
-0.06633482128381729,
-0.4090719223022461,
0.5305898189544678,
0.42369696497917175,
-0.7318488955497742,
-0.1261119693517685,
-0.19384093582630157,
0.362945556640625,
-0.16047078371047974,
-0.18942773342132568,
0.8773928284645081,
0.09936541318893433,
-0.6086447238922119,
0.49462682008743286,
-0.1429516077041626,
0.5971123576164246,
-0.5574835538864136,
0.031638532876968384,
-0.0852292999625206,
-0.08920986950397491,
-0.515615701675415,
-0.951956033706665,
0.4225577712059021,
0.16001468896865845,
-0.39738574624061584,
-0.07691497355699539,
0.7032936215400696,
-0.5747024416923523,
-0.63669753074646,
0.4220832586288452,
0.5845893621444702,
0.3587985038757324,
0.23781032860279083,
-0.7454540729522705,
0.043100446462631226,
0.1563713252544403,
-0.4018547832965851,
-0.1253964751958847,
0.3963376581668854,
0.15399597585201263,
0.33500686287879944,
0.7222065925598145,
0.26031842827796936,
-0.16581274569034576,
0.045043859630823135,
1.0343754291534424,
-0.7150948643684387,
-0.25132784247398376,
-0.8467287421226501,
0.5962636470794678,
-0.485230952501297,
-0.43841561675071716,
0.9718515276908875,
0.8070659041404724,
0.8635897040367126,
0.0811067596077919,
0.8493825793266296,
-0.5046532154083252,
0.6171377897262573,
-0.3492145240306854,
0.777443528175354,
-0.5292762517929077,
0.17590266466140747,
-0.6600862741470337,
-0.9211472868919373,
-0.29218295216560364,
0.45589500665664673,
-0.23598600924015045,
0.12388147413730621,
0.6658552885055542,
0.9101287722587585,
-0.012923556379973888,
-0.04725026339292526,
-0.06878173351287842,
0.34551137685775757,
0.22072772681713104,
0.34514477849006653,
0.6636402010917664,
-0.6570930480957031,
0.9473375082015991,
-0.5019026398658752,
-0.08835145831108093,
0.07553285360336304,
-0.8576343655586243,
-0.81120365858078,
-0.9300244450569153,
-0.22892910242080688,
-0.6160027384757996,
-0.09855034202337265,
0.9040095806121826,
0.546469509601593,
-0.6617275476455688,
-0.26970210671424866,
-0.039787597954273224,
0.18009935319423676,
0.03772929310798645,
-0.3056288957595825,
0.44993695616722107,
-0.07776238769292831,
-0.6240909099578857,
0.10065075755119324,
0.11363028734922409,
0.042754702270030975,
-0.416187047958374,
0.057117100805044174,
-0.5792869925498962,
-0.315790593624115,
0.5787466764450073,
0.3466031551361084,
-0.6148807406425476,
-0.1868641972541809,
-0.0253774244338274,
-0.061361756175756454,
0.1528574377298355,
0.4439408481121063,
-0.4107373356819153,
0.4108615517616272,
0.353749543428421,
0.24117793142795563,
0.8037940263748169,
-0.2202347218990326,
0.515498161315918,
-1.034124732017517,
0.09764660149812698,
0.1804502308368683,
0.3499780595302582,
0.5086647868156433,
-0.5844327807426453,
0.7947019934654236,
0.40086984634399414,
-0.5053567290306091,
-0.713935136795044,
0.07789195328950882,
-1.0865137577056885,
-0.010948343202471733,
1.4274070262908936,
-0.20639079809188843,
-0.2783520817756653,
-0.36185890436172485,
-0.11346554756164551,
0.5564827919006348,
-0.40642809867858887,
0.4837079346179962,
0.833764374256134,
0.2051854431629181,
-0.16271081566810608,
-0.5646530389785767,
0.632301926612854,
-0.21923986077308655,
-0.9911261796951294,
0.011975468136370182,
0.4660951495170593,
0.4621366262435913,
0.48879265785217285,
0.557873547077179,
-0.2893085181713104,
0.022669611498713493,
-0.16316506266593933,
0.3928769826889038,
0.0637224093079567,
-0.11953502148389816,
-0.19384995102882385,
0.021473342552781105,
-0.15406976640224457,
0.050556350499391556
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
SetFit/amazon_polarity | SetFit | 2022-01-19T20:49:58Z | 374 | 0 | null | [
"region:us"
] | 2022-01-19T20:49:58Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
howard-hou/OCR-VQA | howard-hou | 2023-04-24T01:29:24Z | 374 | 7 | null | [
"region:us"
] | 2023-04-24T01:29:24Z | 2023-04-23T17:43:27.000Z | 2023-04-23T17:43:27 | ---
dataset_info:
features:
- name: image
dtype: image
- name: image_id
dtype: string
- name: questions
sequence: string
- name: answers
sequence: string
- name: ocr_tokens
sequence: string
- name: ocr_info
list:
- name: word
dtype: string
- name: bounding_box
struct:
- name: width
dtype: float64
- name: height
dtype: float64
- name: top_left_x
dtype: float64
- name: top_left_y
dtype: float64
- name: title
dtype: string
- name: authorName
dtype: string
- name: genre
dtype: string
- name: image_width
dtype: int64
- name: image_height
dtype: int64
- name: image_url
dtype: string
- name: set_name
dtype: string
splits:
- name: train
num_bytes: 7503971854.0
num_examples: 166022
- name: test
num_bytes: 928616409.0
num_examples: 20796
- name: validation
num_bytes: 920236957.0
num_examples: 20731
download_size: 2329997099
dataset_size: 9352825220.0
---
# Dataset Card for "OCR-VQA"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.5507751107215881,
-0.1771988868713379,
0.4554058611392975,
-0.329464316368103,
-0.17222389578819275,
0.02154032699763775,
0.36704516410827637,
-0.37529489398002625,
0.6652505993843079,
0.7101024389266968,
-0.6399644613265991,
-0.7497518062591553,
-0.5174126029014587,
-0.21637919545173645,
-0.40116915106773376,
1.0685689449310303,
-0.06233685836195946,
0.35569286346435547,
-0.41392651200294495,
-0.31673407554626465,
-0.31262126564979553,
-0.6507136225700378,
-0.4273774027824402,
-0.18783153593540192,
0.7814819812774658,
0.740757167339325,
0.2889431118965149,
0.6108443737030029,
0.818596363067627,
0.1817227602005005,
0.010827720165252686,
-0.08991575241088867,
-0.3623010516166687,
-0.023538008332252502,
-0.30870577692985535,
-0.6233749389648438,
-1.0069646835327148,
0.028645707294344902,
0.6999792456626892,
0.2883363664150238,
-0.09660623222589493,
0.7267361283302307,
-0.3066105246543884,
0.750907838344574,
-0.5196800231933594,
0.4536675810813904,
-0.015386339277029037,
-0.03314201533794403,
-0.6003130078315735,
-0.07887288182973862,
0.126474067568779,
-0.6139070987701416,
-0.08609838038682938,
-1.0069257020950317,
0.010470720939338207,
-0.08177193999290466,
1.0667587518692017,
0.20294977724552155,
-0.05881638079881668,
-0.29324015974998474,
-0.6260554194450378,
0.272291362285614,
-0.0989215150475502,
0.2165449857711792,
0.8061667680740356,
0.6412346959114075,
0.15031149983406067,
-0.9948371052742004,
-0.6648445129394531,
-0.054550521075725555,
0.09339430928230286,
0.27098825573921204,
0.1623561978340149,
-0.07236041128635406,
0.5673339366912842,
0.9070554971694946,
-0.21445299685001373,
-0.22845782339572906,
-0.8575009703636169,
-0.5675232410430908,
0.47901588678359985,
0.2709657549858093,
0.49495163559913635,
0.1192595586180687,
-0.013177702203392982,
-0.11881294846534729,
-0.39125531911849976,
0.026110803708434105,
0.34561580419540405,
0.25552013516426086,
-0.6382597088813782,
1.0079107284545898,
-0.19785918295383453,
0.4275122582912445,
0.10106863081455231,
0.421601265668869,
0.7568688988685608,
-0.5613281726837158,
0.014340666122734547,
0.22165895998477936,
0.3181987404823303,
0.2688170373439789,
0.1153547465801239,
0.403451144695282,
0.06877759099006653,
0.07625950127840042,
0.3542720377445221,
-1.1025522947311401,
-0.6966073513031006,
0.23872551321983337,
-0.6418646574020386,
-0.13835132122039795,
0.28822198510169983,
-0.9013641476631165,
-0.7700819373130798,
-0.4352589547634125,
0.48155397176742554,
-0.12542696297168732,
-0.4895595908164978,
0.07675154507160187,
-0.6592205762863159,
0.5579873919487,
0.38970011472702026,
-0.583581805229187,
0.3210574686527252,
0.41784483194351196,
0.6355224251747131,
0.34294191002845764,
-0.10510663688182831,
-1.0886142253875732,
-0.22534750401973724,
0.049592334777116776,
0.9041866660118103,
-0.5680515170097351,
-0.2908436954021454,
0.19515840709209442,
0.29171258211135864,
0.15668213367462158,
-0.19006472826004028,
1.1387417316436768,
-0.40625128149986267,
0.21419064700603485,
-0.8968770503997803,
-0.37455564737319946,
-0.022062113508582115,
0.30903950333595276,
-1.297438621520996,
1.2810920476913452,
0.5476801991462708,
-0.6867762207984924,
0.45909106731414795,
-1.0169079303741455,
-0.2255743145942688,
0.7166756987571716,
-0.2908187210559845,
-0.6296119689941406,
0.13988527655601501,
0.13814851641654968,
0.2606946527957916,
-0.17109517753124237,
-0.1606045663356781,
-0.6245602965354919,
-0.34041106700897217,
0.08195320516824722,
0.28307950496673584,
0.9992275834083557,
0.16337954998016357,
0.1434536725282669,
0.00020014085748698562,
-1.0839289426803589,
-0.06977000087499619,
0.3619658648967743,
-0.37563765048980713,
-0.38383176922798157,
-0.4741765856742859,
0.3770274519920349,
-0.16696366667747498,
0.45194971561431885,
-0.6328492164611816,
0.7570763826370239,
0.21097660064697266,
0.28078022599220276,
0.3959817588329315,
-0.16926313936710358,
0.5382043719291687,
-0.45285433530807495,
0.4615727663040161,
-0.12230828404426575,
0.411753386259079,
-0.019739681854844093,
-0.6300078630447388,
-0.7799621224403381,
-0.3124673366546631,
0.8453159928321838,
0.7382932901382446,
-0.9462500214576721,
0.49321722984313965,
0.056552235037088394,
-0.7032410502433777,
-0.6950757503509521,
-0.1587226241827011,
0.37938636541366577,
0.4232475459575653,
0.3878721296787262,
-1.0117158889770508,
-0.6926040649414062,
-0.3531535863876343,
0.3627413511276245,
-0.33746930956840515,
0.059209324419498444,
0.3347398042678833,
0.8889647722244263,
-0.34570392966270447,
0.6630876064300537,
-0.6491488814353943,
-0.7731730341911316,
0.14595691859722137,
-0.24145984649658203,
0.19104792177677155,
0.5750901699066162,
0.9487156867980957,
-0.8513237237930298,
-0.4461009204387665,
-0.41557177901268005,
-0.32689356803894043,
-0.20819759368896484,
0.3928323984146118,
-0.6041412353515625,
0.11263468861579895,
0.47169405221939087,
-0.30924588441848755,
0.9288687109947205,
0.6689192056655884,
-0.5583096146583557,
0.4435792863368988,
0.010326608084142208,
0.41277748346328735,
-1.1983462572097778,
0.3810863494873047,
-0.024280883371829987,
-0.09397439658641815,
-0.4732387065887451,
0.19126121699810028,
0.19919221103191376,
0.14963574707508087,
-0.03052607551217079,
0.46587616205215454,
-0.4089178144931793,
-0.024990269914269447,
0.1746688336133957,
-0.05153095722198486,
0.03674674779176712,
0.19150318205356598,
0.507602870464325,
0.5676078796386719,
0.8721402287483215,
-0.31935080885887146,
0.6865799427032471,
0.7595781683921814,
-0.3174298107624054,
1.222713828086853,
-0.6569223999977112,
0.12392329424619675,
-0.17108115553855896,
0.07499396055936813,
-1.0253726243972778,
-0.6488489508628845,
0.8646304607391357,
-0.6366989016532898,
0.3855815827846527,
-0.5597215294837952,
-0.4985024929046631,
-0.6138280630111694,
-0.404180109500885,
0.8887555599212646,
0.6466975808143616,
-0.7534304261207581,
0.6914088129997253,
0.8401252627372742,
-0.034721385687589645,
-0.19396400451660156,
-0.9143281579017639,
-0.03934264928102493,
-0.007345525547862053,
0.04236981272697449,
0.4252863824367523,
-0.4614092707633972,
0.204858660697937,
-0.0674339309334755,
0.46936091780662537,
-0.3762659728527069,
-0.29483285546302795,
0.5076737999916077,
0.2328968346118927,
-0.4309215843677521,
0.30197080969810486,
-0.20525051653385162,
-0.4554152190685272,
-0.0037177358753979206,
-0.09763568639755249,
0.39969104528427124,
-0.050586555153131485,
-0.4123867154121399,
-0.40433651208877563,
0.45778390765190125,
0.33751484751701355,
-0.4417184293270111,
0.4381181597709656,
1.205902338027954,
-0.6598637700080872,
0.08233094215393066,
-0.5138740539550781,
0.06432010978460312,
-0.44563207030296326,
0.12021438777446747,
-0.3328526020050049,
-0.7681199312210083,
0.5672312378883362,
0.020312247797846794,
-0.056275174021720886,
0.8096807599067688,
0.8442891240119934,
-0.08399365842342377,
0.5168986916542053,
0.6571299433708191,
-0.3490566611289978,
0.6868809461593628,
-0.20001329481601715,
-0.2928563952445984,
-0.8262807726860046,
-0.42550939321517944,
-0.8546384572982788,
-0.14404219388961792,
-0.5399900674819946,
-0.44873279333114624,
-0.0001265887258341536,
-0.1384301632642746,
-0.19569577276706696,
0.6158567667007446,
-0.8882441520690918,
0.38008925318717957,
1.0661906003952026,
0.28463566303253174,
0.08209443837404251,
0.025253059342503548,
0.2366296648979187,
0.23170755803585052,
-0.5547794103622437,
-0.18638911843299866,
1.261824607849121,
0.39794230461120605,
0.751842737197876,
0.256278932094574,
0.9451149106025696,
0.33930084109306335,
0.09271960705518723,
-0.6735486388206482,
0.39183714985847473,
0.10645388066768646,
-0.5928497314453125,
-0.35712844133377075,
-0.08524847775697708,
-0.8529375195503235,
-0.5973632335662842,
-0.5300800204277039,
-0.42896556854248047,
0.5313962697982788,
0.3394804000854492,
-0.327703058719635,
0.2317872792482376,
-0.4650280773639679,
0.8650994300842285,
-0.02519732154905796,
0.03477639704942703,
0.1246882751584053,
-0.6168882250785828,
0.035469505935907364,
0.04686417803168297,
0.007341007702052593,
0.12804602086544037,
-0.19678673148155212,
0.7835150957107544,
-0.5599470734596252,
1.0536295175552368,
-0.3969784677028656,
-0.02875811979174614,
0.3687227964401245,
-0.4405197501182556,
0.03141409903764725,
0.11493892222642899,
-0.1862923800945282,
0.23143750429153442,
0.25971752405166626,
-0.5094841718673706,
0.039610106498003006,
0.4822300374507904,
-0.7894710302352905,
0.3033536970615387,
-0.6418501138687134,
-0.14381879568099976,
0.17601050436496735,
0.5254055857658386,
0.3647429049015045,
0.7446155548095703,
-0.43730324506759644,
-0.06245940551161766,
0.9945752620697021,
0.1292717009782791,
0.011055056937038898,
0.2040896862745285,
-0.3828100562095642,
-0.6273515820503235,
1.160390019416809,
0.32582855224609375,
-0.265964537858963,
0.3606812357902527,
0.2957303822040558,
-0.1884545087814331,
-0.5962522029876709,
-0.7995179891586304,
0.19954034686088562,
-0.6027359366416931,
-0.27083274722099304,
-0.3081604838371277,
-0.4861947298049927,
-0.4472774267196655,
0.015311049297451973,
-0.177517369389534,
-0.424327552318573,
-0.7847918272018433,
-0.29272153973579407,
1.0347280502319336,
0.7499487400054932,
-0.4316718280315399,
0.4375738799571991,
-0.9738190174102783,
0.8048217296600342,
0.18346929550170898,
0.9049848914146423,
-0.4071686267852783,
-0.6654201745986938,
-0.5439625382423401,
-0.1362667828798294,
0.09903563559055328,
-0.40803393721580505,
-0.15412704646587372,
0.38056448101997375,
0.6403919458389282,
0.019543085247278214,
0.18603314459323883,
0.628258228302002,
-0.20685216784477234,
0.9281831979751587,
0.13803869485855103,
-0.8379998207092285,
0.335814893245697,
-0.22752322256565094,
0.5852043628692627,
1.0497714281082153,
0.6670385599136353,
-0.23867271840572357,
0.19707182049751282,
-0.5826576948165894,
-0.746648907661438,
0.6066908240318298,
0.11871013790369034,
0.043119970709085464,
0.4458874762058258,
0.5133915543556213,
0.10484692454338074,
0.38899365067481995,
-0.679642915725708,
-0.5295873880386353,
-0.1744549423456192,
-0.38813915848731995,
0.2067473977804184,
-0.6955457329750061,
-0.13895566761493683,
-0.6856405138969421,
0.5856940746307373,
-0.04967043176293373,
0.5925482511520386,
0.31269940733909607,
0.20642226934432983,
-0.13704614341259003,
-0.4111815392971039,
0.48156067728996277,
0.15982896089553833,
-0.3357625901699066,
-0.22758188843727112,
-0.20943863689899445,
-1.0375674962997437,
-0.5135321617126465,
0.41307657957077026,
0.03491508588194847,
-0.14456887543201447,
0.6012444496154785,
0.6033793687820435,
-0.6517372131347656,
-0.31428590416908264,
0.5164031982421875,
-0.4676564037799835,
-0.8145151734352112,
-0.728182852268219,
0.15576162934303284,
0.05650588124990463,
0.30688294768333435,
0.08644083887338638,
-0.19307628273963928,
0.4821022152900696,
-0.6560074687004089,
0.3651847839355469,
-0.14227312803268433,
-0.8742355704307556,
-0.2236902117729187,
0.39417243003845215,
0.4698423743247986,
-0.5759356617927551,
0.8552835583686829,
-0.1534777283668518,
-0.6544739603996277,
0.6369805335998535,
-0.14544250071048737,
0.6579763293266296,
-0.45689865946769714,
0.40514376759529114,
0.6302390098571777,
0.25486043095588684,
-0.02402571029961109,
1.1583266258239746,
-0.45064792037010193,
-0.347600519657135,
-0.05940064415335655,
-0.2745282053947449,
-0.5788837671279907,
-0.13731925189495087,
-1.1980199813842773,
0.3394774794578552,
-0.5722269415855408,
-0.39980992674827576,
0.03996920585632324,
0.18474163115024567,
-0.8458762764930725,
0.34080877900123596,
0.30161863565444946,
1.16719388961792,
-0.6147691011428833,
0.8992311358451843,
0.7246260643005371,
-0.5582466125488281,
-0.5231658220291138,
-0.13367745280265808,
0.037312183529138565,
-0.9253897070884705,
-0.0018379072425886989,
0.2094583809375763,
0.24096569418907166,
-0.30350664258003235,
-0.801628589630127,
-0.8194830417633057,
1.1944323778152466,
0.09039974212646484,
-0.8485128283500671,
0.3424694836139679,
0.11327258497476578,
0.5531151294708252,
-0.2567198872566223,
0.33551499247550964,
0.5489531755447388,
0.7663049101829529,
0.2605404257774353,
-0.9707865715026855,
0.049350306391716,
-0.5974481701850891,
-0.4168681204319,
0.4427186846733093,
-0.4286732077598572,
0.4475976824760437,
-0.1080709844827652,
-0.063290536403656,
0.5615213513374329,
0.666027843952179,
-0.049686916172504425,
0.4653410017490387,
0.277118980884552,
0.61330246925354,
0.8719263672828674,
-0.2510521411895752,
0.7034427523612976,
0.07693784683942795,
0.15714605152606964,
1.3729034662246704,
-0.2722977101802826,
0.59906405210495,
0.5067344903945923,
0.07944022864103317,
0.3491571545600891,
0.47707507014274597,
-0.5170448422431946,
0.49392735958099365,
0.3966698944568634,
0.02528657764196396,
-0.3272815942764282,
-0.33750608563423157,
-0.75008624792099,
0.20654520392417908,
0.6056901216506958,
-0.4779668152332306,
0.1527281254529953,
-0.06508071720600128,
-0.31659406423568726,
0.023630475625395775,
-0.7012379765510559,
0.8313261270523071,
0.062154535204172134,
-0.1180921271443367,
0.13045869767665863,
-0.3234432339668274,
0.19507738947868347,
-0.5901188850402832,
-0.60770183801651,
0.25250163674354553,
0.11107126623392105,
-0.5141018033027649,
-1.3051996231079102,
0.4868541657924652,
-0.359715074300766,
-0.15171435475349426,
0.16251595318317413,
0.8236433267593384,
-0.5632627010345459,
-0.6904584765434265,
0.2439381629228592,
0.11900238692760468,
0.2020985335111618,
0.03847162798047066,
-1.0352519750595093,
0.5154401063919067,
-0.19246043264865875,
-0.10649563372135162,
0.211051806807518,
0.3164099454879761,
-0.006508192513138056,
0.3571874499320984,
0.5236831307411194,
-0.053017232567071915,
-0.5054237246513367,
0.3100246787071228,
1.0484631061553955,
-0.6414468884468079,
-0.32515549659729004,
-0.4083494246006012,
0.9521544575691223,
-0.4240682125091553,
-0.7175940275192261,
0.46056124567985535,
0.7018799185752869,
1.1006391048431396,
-0.24428889155387878,
0.9474198222160339,
-0.31647631525993347,
0.5363891124725342,
-0.44466468691825867,
0.7576362490653992,
-0.5920972228050232,
-0.49380117654800415,
-0.3421996235847473,
-0.5963094234466553,
-0.7794018387794495,
0.5553030371665955,
0.09448908269405365,
-0.07996340841054916,
0.4909152686595917,
0.876128077507019,
-0.16374200582504272,
-0.04660194739699364,
0.09535075724124908,
-0.049459703266620636,
0.025913773104548454,
0.45001277327537537,
0.5997195243835449,
-0.6382820010185242,
0.3905906677246094,
-0.0445382259786129,
-0.6350495219230652,
-0.4282916188240051,
-1.10491144657135,
-1.303267240524292,
-1.1438686847686768,
-0.7236495614051819,
-0.7237379550933838,
-0.19787169992923737,
0.7317652106285095,
0.7502871751785278,
-0.9140955805778503,
-0.08445844799280167,
0.23441702127456665,
0.06700003892183304,
0.0031254561617970467,
-0.0787770226597786,
0.647494912147522,
0.6933791637420654,
-0.623177707195282,
-0.4195432960987091,
-0.010473188012838364,
0.19197605550289154,
-0.17219731211662292,
0.058453600853681564,
0.03794964775443077,
0.16452020406723022,
0.34560075402259827,
0.7108443379402161,
-0.06891181319952011,
-0.2569776773452759,
-0.4415270984172821,
-0.2793484330177307,
0.23077420890331268,
0.7540119886398315,
-0.5249143838882446,
0.4378199279308319,
0.7469608187675476,
0.4683392345905304,
0.5311616063117981,
-0.11739852279424667,
0.5192733407020569,
-0.0705377608537674,
-0.25104764103889465,
0.05047663673758507,
0.4340243935585022,
0.008169691078364849,
-0.5527602434158325,
0.6718188524246216,
0.22409531474113464,
-0.5168763995170593,
-0.7390510439872742,
0.32095393538475037,
-1.7008894681930542,
0.3434828519821167,
0.8382329344749451,
0.015477550216019154,
-0.7081859111785889,
-0.35625818371772766,
-1.0072178840637207,
0.2044195532798767,
-0.9334558248519897,
0.4284345805644989,
0.3686715066432953,
0.3643966317176819,
-0.2180301398038864,
-0.12479939311742783,
0.6631819605827332,
-0.4383687376976013,
-0.9693735241889954,
-0.18965360522270203,
0.547350287437439,
0.024707475677132607,
0.41530856490135193,
1.0313493013381958,
-0.2547547519207001,
0.4972795248031616,
0.3324753940105438,
0.6168839931488037,
-0.45300737023353577,
-0.5036340355873108,
-0.4417773187160492,
0.07052899152040482,
0.003321949625387788,
-0.5877184271812439
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
shibing624/medical | shibing624 | 2023-06-02T07:03:41Z | 374 | 164 | null | [
"task_categories:text-generation",
"size_categories:1M<n<10M",
"language:zh",
"language:en",
"license:apache-2.0",
"text-generation",
"region:us"
] | 2023-06-02T07:03:41Z | 2023-05-22T14:45:06.000Z | 2023-05-22T14:45:06 | ---
license: apache-2.0
language:
- zh
- en
tags:
- text-generation
pretty_name: medical
task_categories:
- text-generation
size_categories:
- 1M<n<10M
---
# Dataset Card for medical
中文医疗数据集
- LLM Supervised Finetuning repository: https://github.com/shibing624/textgen
- MeidcalGPT repository: https://github.com/shibing624/MedicalGPT
## Dataset Description
medical is a Chinese Medical dataset. 医疗数据集，可用于医疗领域大模型训练。
```
tree medical
|-- finetune # 监督微调数据集，可用于SFT和RLHF
| |-- test_en_1.json
| |-- test_zh_0.json
| |-- train_en_1.json
| |-- train_zh_0.json
| |-- valid_en_1.json
| `-- valid_zh_0.json
|-- medical.py # hf dataset 数据展示用
|-- pretrain # 二次预训练数据集
| |-- medical_book_zh.json
| |-- test_encyclopedia.json
| |-- train_encyclopedia.json
| `-- valid_encyclopedia.json
|-- README.md
`-- reward # 奖励模型数据集
|-- test.json
|-- train.json
`-- valid.json
```
### Original Dataset Summary
#### pretrain
- train_encyclopedia.json: 共36万条，来自医疗百科数据[FreedomIntelligence/huatuo_encyclopedia_qa](https://huggingface.co/datasets/FreedomIntelligence/huatuo_encyclopedia_qa) , 拼接 questions 和 answers，形成 text 文本字段，语句通顺，用于预训练注入医疗知识。
- medical_book_zh.json: 共8475条，来自医疗教材的文本数据，来源：https://github.com/jind11/MedQA， 原始数据集：[google drive](https://drive.google.com/u/0/uc?export=download&confirm=t&id=1ImYUSLk9JbgHXOemfvyiDiirluZHPeQw) ，只对长段落切分为2048字的小段落了。
#### finetune
- train_zh_0.json: 共195万条，来自1）中文医疗对话数据集[Toyhom/Chinese-medical-dialogue-data](https://github.com/Toyhom/Chinese-medical-dialogue-data)的六个科室医疗问诊数据，
有79万条；2）在线医疗百科 huatuo_encyclopedia_qa ，有36万条；3）医疗知识图谱 huatuo_knowledge_graph_qa，有79万条。三部分合并，共195万条。
- train_en_1.json：共11万条，来自英文医疗问诊对话数据[Kent0n-Li/ChatDoctor](https://github.com/Kent0n-Li/ChatDoctor)，合并了HealthCareMagic-100k、GenMedGPT-5k 数据集，共11万条。
#### reward
- train.json 共4000条，问题来自中文医疗对话数据集[Toyhom/Chinese-medical-dialogue-data](https://github.com/Toyhom/Chinese-medical-dialogue-data)的随机4000条提问，`response_chosen`来自该数据集的医生答复，
`response_rejected`来自本草模型[SCIR-HI/Huatuo-Llama-Med-Chinese](https://github.com/SCIR-HI/Huatuo-Llama-Med-Chinese)的答复。
### Supported Tasks and Leaderboards
中文医疗对话模型
The dataset designed for medical task training pretrained language models.
### Languages
The data are in Chinese.
## Dataset Structure
### Data Instances
An example of "train" looks as follows:
head pretrain/train_encyclopedia.json
```json
{"text": "怀孕后嘴巴很淡怎么办？有孕妇在怀孕之后，发现自己嘴巴比较淡，出现这种情况的原因其实也非常的复杂，首先和妊娠反应有直接的关系，这是一种正常的情况，另外有些孕妇平常不注意口腔卫生，舌苔比较厚或者自己有了一些消化系统方面的疾病，这就要求人们必须要及时的进行处理。女性在怀孕之后，身体就会出现一些明显的变化，首先人们月经会停止，另外也会有恶心、呕吐等一些妊娠反应，不过这些都是正常的。有些孕妇发现自己在怀孕之后，口味发生了很大的变化，嘴巴变得非常的淡。其实这也和激素变化有直接的关系，可能是妊娠反应所致，在怀孕期间，因为受到体内激素水平的变化，所以就会有肠胃系统的改变，人们可能会出现食欲不振，消化不良等症状表现，也有一些孕妇会发现自己嘴巴没有味道，会有口苦的症状，而这也是正常的孕期反应，人们在平常要多喝一些水，多吃一些清淡营养的食物慢慢就会改善。也有可能是舌苔过厚所致，孕妇嘴巴里面没有味道，很有可能是舌苔比较重、舌苔过厚导致的，这样就会影响到味蕾对味道的敏感度，不仅嘴巴里面没有味道，甚至有些孕妇在说话的时候也会有口臭，这就要求人们在每天早上漱口的时候，必须要用牙刷刷舌苔开始，不要清理的特别深，以免人们会有呕吐，慢慢习惯之后再往深一点的清洗，一般2到3天就会得到改善。嘴巴感到比较淡，其实也和脾胃虚寒有直接的关系，消化系统疾病，内分泌疾病，营养不良等，但有可能导致舌头部位因为味蕾的敏感度下降，产生口淡之感，患者会有食欲不振的表现，发现病症及时就诊治疗。"}
```
head finetune/train_zh_0.json
```json
{"instruction": "曲匹地尔片的用法用量", "input": "", "output": "注意：同种药品可由于不同的包装规格有不同的用法或用量。本文只供参考。如果不确定，请参看药品随带的说明书或向医生询问。口服。一次50～100mg（1-2片），3次/日，或遵医嘱。"}
```
head finetune/train_en_1.json
```json
{"instruction": "If you are a doctor, please answer the medical questions based on the patient's description.", "input": "Doctor, I have been experiencing sudden and frequent panic attacks. I don't know what to do.", "output": "Well, based on what you're telling me, it sounds like you may be suffering from panic disorder. The best course of action is to start with psychotherapy and mental health counseling. Additionally, we should conduct an electrocardiogram to make sure that there are no physical issues causing your panic attacks. We will also need to perform a depression screen and a toxicology screen to rule out any other underlying causes. Finally, I would recommend a comprehensive psychological and psychiatric evaluation and therapy to help manage your symptoms."}
```
head reward/train.json
```json
{"question": "孩子感统失调，学习不行怎么办？，孩子说话晚，走路晚，现在小学二年级，学习跟不上，理解力差，运动协调性差，家里很着急，不知怎么办。", "response_chosen": "病情分析：你好!孩子说话晚，走路也晚，很可能是大脑本身发育不好引起的发育迟缓。而五岁时所致的智力检查为临界范围，那就是说孩子的智商是有问题的，也应考虑与大脑发育不好有关。指导意见：人的大脑在头一年发育最快，可塑性最强，在头三年可塑性还是可以的，超过三岁再进行训练，效果就不怎么好了。建议再给孩子做一做智力测试，如果孩子的智商还是在临界范围，那就要考虑让孩子去特殊学校进行康复训练，而不是继续在普通小学就读，否则对孩子来说，就是强人所难了。希望自己的孩子能聪明，这是每个家长都会有的心愿，但如果孩子自身的条件就是不能跟上同龄孩子，那家长也要面对这个事实的，对吗？医生询问：", "response_rejected": "建议家长先带孩子去正规医院做全面检查以确定病因和病情严重程度；同时可以进行物理治疗、康复训练等辅助治疗方法。"}
```
### Data Fields
#### 预训练数据集 pretrain
字段解释：
- text: 文本
#### 指令微调数据集 finetune
字段解释：
- instruction: 指令
- input：问题（可为空）
- output：答复
#### 奖励模型数据集 reward
字段解释：
- question: 问题
- response_chosen: 优质回答
- response_rejected: 低质回答
### Data Splits
```
> wc -l medical/*/*
500 medical/finetune/test_en_1.json
500 medical/finetune/test_zh_0.json
116617 medical/finetune/train_en_1.json
1949972 medical/finetune/train_zh_0.json
500 medical/finetune/valid_en_1.json
500 medical/finetune/valid_zh_0.json
8475 medical/pretrain/medical_book_zh.json
500 medical/pretrain/test_encyclopedia.json
361420 medical/pretrain/train_encyclopedia.json
500 medical/pretrain/valid_encyclopedia.json
100 medical/reward/test.json
3800 medical/reward/train.json
100 medical/reward/valid.json
2443484 total
```
### Licensing Information
The dataset is available under the Apache 2.0.
### Citation Information
- https://github.com/Toyhom/Chinese-medical-dialogue-data
- https://github.com/FreedomIntelligence/Huatuo-26M/blob/main/README_zh-CN.md
- https://huggingface.co/datasets/FreedomIntelligence/huatuo_encyclopedia_qa
- https://huggingface.co/datasets/FreedomIntelligence/huatuo_knowledge_graph_qa
- https://github.com/Kent0n-Li/ChatDoctor
附上几个优质的reward model dataset:
- https://huggingface.co/datasets/Dahoas/synthetic-instruct-gptj-pairwise
- https://huggingface.co/datasets/sunzeyeah/chinese_chatgpt_corpus
- https://huggingface.co/datasets/Cohere/miracl-zh-queries-22-12
- https://huggingface.co/datasets/Dahoas/rm-static
### Contributions
[shibing624](https://github.com/shibing624) 整理并上传
| [
-0.5920119881629944,
-0.6356717348098755,
0.27393755316734314,
0.22095327079296112,
-0.32404640316963196,
-0.160628542304039,
-0.16633550822734833,
-0.26710245013237,
0.5022501349449158,
0.3483353853225708,
-0.5732684135437012,
-0.6511526107788086,
-0.6563329100608826,
0.11396195739507675,
0.11094024777412415,
1.0548059940338135,
-0.19955357909202576,
0.33266809582710266,
0.26706695556640625,
-0.1259499192237854,
-0.48156359791755676,
-0.5380816459655762,
-0.8529252409934998,
-0.22413720190525055,
0.35428979992866516,
0.3533042073249817,
0.45357730984687805,
0.5007916688919067,
0.6615228056907654,
0.31564316153526306,
0.04309374839067459,
-0.017455918714404106,
-0.4611342251300812,
-0.1402072012424469,
0.25442448258399963,
-0.6257445812225342,
-0.5842831134796143,
-0.15532921254634857,
0.6900486350059509,
0.512641429901123,
0.0395677424967289,
0.25867369771003723,
0.26015448570251465,
0.7997039556503296,
-0.22269046306610107,
0.2458936721086502,
-0.006162789650261402,
0.16921287775039673,
-0.1928626298904419,
-0.4558904469013214,
0.14989231526851654,
-0.6693211793899536,
-0.06442281603813171,
-0.7354314923286438,
-0.027273759245872498,
0.1856820434331894,
1.2704486846923828,
0.17929847538471222,
-0.31238871812820435,
-0.1772022396326065,
-0.416778564453125,
0.8129294514656067,
-0.9215517044067383,
0.14509733021259308,
0.5264265537261963,
0.3836468458175659,
-0.33576786518096924,
-0.6921812295913696,
-0.6881329417228699,
0.030157651752233505,
-0.47880232334136963,
0.33421626687049866,
0.2900516390800476,
-0.2661249339580536,
0.2177162766456604,
0.5224535465240479,
-0.7467250823974609,
-0.13736337423324585,
-0.3499385714530945,
-0.037233103066682816,
0.7866254448890686,
0.40071427822113037,
0.604210615158081,
-0.5594280362129211,
-0.3411065340042114,
-0.33121976256370544,
-0.3360227346420288,
0.4695105254650116,
0.10624012351036072,
0.26721885800361633,
-0.6384024024009705,
0.5154802203178406,
-0.34679239988327026,
0.4608623683452606,
0.04164683818817139,
-0.4258350431919098,
0.5809199213981628,
-0.6902593970298767,
-0.3539671003818512,
-0.09847327321767807,
1.3771129846572876,
0.5396329164505005,
0.20801982283592224,
0.1314059942960739,
0.049258556216955185,
-0.2224281132221222,
-0.17808957397937775,
-0.8335399627685547,
-0.36359626054763794,
0.6791790723800659,
-0.5604796409606934,
-0.3653242886066437,
-0.08793503046035767,
-1.0098676681518555,
-0.08279665559530258,
-0.0987110584974289,
0.4397697448730469,
-0.6594354510307312,
-0.6096146106719971,
0.1196366474032402,
-0.015613608993589878,
0.2174544334411621,
0.14762702584266663,
-0.735660195350647,
0.34998461604118347,
0.289175808429718,
0.735854983329773,
-0.04677830636501312,
-0.3278416395187378,
0.06503816694021225,
-0.07053669542074203,
-0.30384141206741333,
0.649827778339386,
0.11171530932188034,
-0.42350852489471436,
-0.2177799642086029,
0.45040857791900635,
-0.45646700263023376,
-0.40405064821243286,
0.7331783175468445,
-0.2458745390176773,
0.431848406791687,
-0.6078495383262634,
-0.36523276567459106,
-0.14315219223499298,
0.4520697593688965,
-0.5185943841934204,
1.026490569114685,
0.11692255735397339,
-1.260866403579712,
0.24592040479183197,
-0.7873757481575012,
-0.5509517788887024,
-0.011885850690305233,
-0.3528483808040619,
-0.4340480864048004,
-0.539359450340271,
0.465615838766098,
0.5784137845039368,
-0.3939032554626465,
0.16010096669197083,
-0.12810002267360687,
-0.31005388498306274,
0.48817121982574463,
-0.16786105930805206,
1.2701709270477295,
0.31808239221572876,
-0.3204481601715088,
0.24619357287883759,
-0.9115486741065979,
0.22465893626213074,
0.6231514811515808,
-0.37921449542045593,
-0.29056882858276367,
-0.054960526525974274,
0.050193361937999725,
0.4499942660331726,
0.2667183578014374,
-0.37073391675949097,
0.12183903157711029,
-0.6826812028884888,
0.5061073303222656,
0.8178678750991821,
0.3490971326828003,
0.0943637266755104,
-0.7782107591629028,
0.5277618169784546,
0.2930694818496704,
0.2418162077665329,
-0.012594220228493214,
-0.507391631603241,
-0.7962035536766052,
-0.20100758969783783,
0.14634358882904053,
0.8222845196723938,
-0.6155062317848206,
0.9412601590156555,
-0.3436146378517151,
-0.6065531373023987,
-0.7618040442466736,
-0.1735590696334839,
0.2641087770462036,
0.6684573888778687,
0.5660861730575562,
-0.08936001360416412,
-0.7083449959754944,
-0.7153329849243164,
-0.0657665804028511,
-0.015196921303868294,
-0.0594937764108181,
0.3007521331310272,
0.6921854615211487,
-0.2995835840702057,
0.6730958223342896,
-0.674466073513031,
-0.48899999260902405,
-0.3018968105316162,
-0.14517979323863983,
0.47483348846435547,
0.8207298517227173,
0.5966483354568481,
-0.7357786297798157,
-0.7289929389953613,
0.08715145289897919,
-1.0361772775650024,
0.4112858474254608,
-0.10727109760046005,
-0.38046592473983765,
0.0012735972413793206,
0.07260344177484512,
-0.42815765738487244,
0.2927795946598053,
0.18445418775081635,
-0.3996114134788513,
0.5284128785133362,
0.05613454058766365,
0.47174909710884094,
-1.5524816513061523,
0.31161582469940186,
-0.1718064397573471,
0.019083013758063316,
-0.48244985938072205,
0.07270116358995438,
-0.15999576449394226,
0.21924246847629547,
-0.27507853507995605,
0.5693076252937317,
-0.3112625181674957,
0.4614744782447815,
0.07253903150558472,
0.07690850645303726,
-0.143345445394516,
0.8030864000320435,
-0.09469969570636749,
0.5038642287254333,
0.8250229358673096,
-0.7758185863494873,
0.3888982832431793,
0.47657400369644165,
-0.3767329752445221,
0.40182530879974365,
-0.6508296132087708,
-0.1352638304233551,
-0.0038870228454470634,
0.2526807188987732,
-1.144122838973999,
-0.5334974527359009,
0.8342880010604858,
-0.7187883853912354,
0.38377615809440613,
0.02162623219192028,
-0.3394497334957123,
-0.6641260981559753,
-0.5305628776550293,
0.25360268354415894,
0.4483649432659149,
-0.21243536472320557,
0.2560572624206543,
0.32202547788619995,
-0.2023249715566635,
-0.7466949820518494,
-0.9329433441162109,
-0.4853060841560364,
-0.21689866483211517,
-0.6453313827514648,
0.08731099218130112,
-0.2530876100063324,
0.19229330122470856,
0.10640989989042282,
-0.09293009340763092,
-0.17119985818862915,
-0.06632694602012634,
0.3331230878829956,
0.28198376297950745,
-0.20658890902996063,
-0.10975494980812073,
0.014554964378476143,
-0.07916615903377533,
0.2024073302745819,
0.029608234763145447,
0.7287067174911499,
-0.049295343458652496,
-0.2576454281806946,
-0.5930532813072205,
0.3191218376159668,
0.5613356828689575,
-0.06680189073085785,
0.8392331600189209,
0.7889772057533264,
-0.397638201713562,
0.24042703211307526,
-0.33027493953704834,
-0.15223324298858643,
-0.4930223226547241,
0.44433295726776123,
-0.33984532952308655,
-0.952644944190979,
0.6480611562728882,
-0.009140854701399803,
0.05918390303850174,
0.8370350003242493,
0.5691038966178894,
-0.1259106695652008,
1.047635555267334,
0.11763329803943634,
-0.22299537062644958,
0.11814334243535995,
-0.6050630807876587,
0.1700911521911621,
-0.7567565441131592,
-0.5148927569389343,
-0.5355343818664551,
-0.4096795916557312,
-0.5482680201530457,
-0.3235379159450531,
0.532123327255249,
-0.033901751041412354,
-0.49425363540649414,
0.09896036237478256,
-0.8388129472732544,
0.014042685739696026,
0.5276398658752441,
0.2295244336128235,
0.09603207558393478,
-0.0752638578414917,
-0.2767316699028015,
-0.04762661084532738,
-0.8041083216667175,
-0.3000474274158478,
1.289167881011963,
0.5516942143440247,
0.6805259585380554,
-0.11044201999902725,
0.7979958653450012,
-0.07109962403774261,
0.17132675647735596,
-0.7012733817100525,
0.544512152671814,
0.08642638474702835,
-0.7402613759040833,
-0.4196178615093231,
-0.5715711712837219,
-1.124831199645996,
0.15665248036384583,
-0.3814507722854614,
-0.8306276798248291,
0.19367727637290955,
-0.10694211721420288,
-0.5911067128181458,
0.2869395315647125,
-0.7212133407592773,
0.9537714123725891,
-0.42820799350738525,
-0.25752222537994385,
0.15009161829948425,
-0.8230229020118713,
0.7060132622718811,
-0.06410076469182968,
0.4044409692287445,
-0.11988406628370285,
0.3639824390411377,
1.1177690029144287,
-0.7206511497497559,
0.6468634009361267,
-0.32203954458236694,
0.15341174602508545,
0.42512962222099304,
-0.20027093589305878,
0.5854922533035278,
0.3349504768848419,
0.1731419861316681,
0.07409127056598663,
0.46190494298934937,
-0.38063305616378784,
-0.3856164813041687,
0.803691565990448,
-1.075203537940979,
-0.41616252064704895,
-0.647889256477356,
-0.3199635148048401,
-0.12656690180301666,
0.4341486990451813,
0.7955232858657837,
0.20104001462459564,
0.024112064391374588,
0.09085026383399963,
0.49107626080513,
-0.48422175645828247,
0.2529471516609192,
0.33002373576164246,
-0.19046105444431305,
-0.658735454082489,
0.9432398676872253,
0.3239276111125946,
-0.03777744621038437,
0.487639456987381,
0.15000614523887634,
-0.4266534447669983,
-0.5185962915420532,
-0.41028597950935364,
0.40117931365966797,
-0.3723890483379364,
-0.2931848466396332,
-0.9242028594017029,
-0.464893102645874,
-0.93033766746521,
0.038233257830142975,
-0.24698549509048462,
-0.22416354715824127,
-0.24953410029411316,
-0.1005987748503685,
0.5873054265975952,
0.25754064321517944,
-0.09901271015405655,
0.2825053334236145,
-0.8174647092819214,
0.5703111886978149,
0.06005195155739784,
0.4570956826210022,
0.19820652902126312,
-0.37081921100616455,
-0.5260284543037415,
0.10530196130275726,
-0.29885420203208923,
-0.9658628106117249,
0.6228399276733398,
-0.38693490624427795,
0.4973514676094055,
0.5854132175445557,
0.2284918874502182,
0.7977781891822815,
-0.1237424984574318,
0.9061380624771118,
0.450807124376297,
-0.5625545978546143,
0.5634045004844666,
-0.4172479510307312,
0.07255254685878754,
0.5764950513839722,
0.7293602824211121,
-0.6789759397506714,
-0.17830359935760498,
-0.6482527852058411,
-0.9644537568092346,
1.1102715730667114,
0.2983224391937256,
-0.2900936007499695,
0.15944233536720276,
0.10787524282932281,
-0.1874270737171173,
0.23529675602912903,
-0.8986431956291199,
-0.8525968194007874,
-0.35720115900039673,
-0.3155873417854309,
0.1291058510541916,
-0.10212862491607666,
-0.452248752117157,
-0.6892931461334229,
0.8139885663986206,
0.22414617240428925,
0.6199936866760254,
0.5324684977531433,
0.34700897336006165,
-0.2287718653678894,
0.44896063208580017,
0.4099244475364685,
0.4102816581726074,
-0.4891326427459717,
-0.10479792952537537,
0.26989927887916565,
-0.7858801484107971,
0.28352153301239014,
0.2899248003959656,
-0.21000295877456665,
-0.09423878788948059,
0.23629097640514374,
0.7156923413276672,
0.0445229634642601,
-0.5740735530853271,
0.42197635769844055,
-0.18761734664440155,
-0.3217999339103699,
-0.5259191989898682,
0.2335500568151474,
0.14843054115772247,
0.09594661742448807,
0.3110305070877075,
-0.03479517251253128,
0.0036578928120434284,
-0.33788666129112244,
0.21753628551959991,
0.15680739283561707,
-0.10210263729095459,
-0.12790527939796448,
0.7234852910041809,
-0.04614323750138283,
-0.08531251549720764,
0.4001128077507019,
-0.34979701042175293,
-0.5737519860267639,
0.7394918203353882,
0.3772164583206177,
0.6826702356338501,
-0.42600855231285095,
0.17136037349700928,
0.9802684187889099,
0.322433739900589,
-0.07767003029584885,
0.6473019123077393,
0.16129283607006073,
-0.708576500415802,
-0.24642883241176605,
-0.7500701546669006,
-0.038062430918216705,
0.5891705751419067,
-0.6925896406173706,
0.24427498877048492,
-0.6422410607337952,
-0.2585258483886719,
-0.1243046298623085,
0.419526070356369,
-0.7195417881011963,
0.38087111711502075,
-0.1857278198003769,
0.8200254440307617,
-0.8126561045646667,
0.8867439031600952,
0.7597687840461731,
-0.6148895025253296,
-1.3131777048110962,
-0.08015123754739761,
-0.09380245953798294,
-0.7524455785751343,
0.38367077708244324,
-0.0891592800617218,
0.3804210424423218,
-0.12040188163518906,
-0.4443495571613312,
-1.1339858770370483,
1.112460970878601,
-0.03306274116039276,
-0.5152788162231445,
0.1586305946111679,
0.3277202844619751,
0.5413868427276611,
-0.2073064148426056,
0.3886621296405792,
0.6096956133842468,
0.7263147830963135,
0.045304764062166214,
-0.8707435131072998,
0.4354466497898102,
-0.6050652265548706,
-0.35069575905799866,
0.004170408472418785,
-1.0173109769821167,
1.1909918785095215,
-0.0706619843840599,
-0.11523161083459854,
-0.19330115616321564,
0.42969414591789246,
0.5057540535926819,
0.4877170920372009,
0.41894516348838806,
0.6193132400512695,
0.7144444584846497,
-0.2541936933994293,
0.9613867402076721,
-0.28091078996658325,
0.4452749788761139,
0.9268302321434021,
0.13175560534000397,
0.5787334442138672,
0.18134258687496185,
-0.5815483927726746,
0.4204046428203583,
0.9177253246307373,
-0.20333153009414673,
0.556716799736023,
-0.025229623541235924,
-0.10250026732683182,
0.05770030617713928,
0.18871481716632843,
-0.8500523567199707,
0.03486460819840431,
0.40442901849746704,
-0.3770464062690735,
0.09361756592988968,
0.16597674787044525,
0.341751366853714,
-0.3283739686012268,
-0.09042734652757645,
0.6494791507720947,
0.027708817273378372,
-0.6388159394264221,
1.1013357639312744,
-0.08165100961923599,
0.7371195554733276,
-0.9092464447021484,
0.2224467396736145,
-0.11875081062316895,
0.0003905710473190993,
-0.4677247107028961,
-0.6866572499275208,
0.12333239614963531,
-0.11791783571243286,
-0.11632843315601349,
0.2514010965824127,
0.5165561437606812,
-0.39087334275245667,
-0.4839800000190735,
0.3144938051700592,
0.455584317445755,
0.3445928394794464,
0.18158769607543945,
-1.0583207607269287,
-0.08015605807304382,
0.3485775291919708,
-0.48520663380622864,
0.44473299384117126,
0.5290471911430359,
0.2534003257751465,
0.5081759691238403,
0.7098670601844788,
0.38772112131118774,
0.01661020889878273,
-0.15899553894996643,
1.1297451257705688,
-0.7993005514144897,
-0.7246730923652649,
-0.6639863848686218,
0.6253796219825745,
-0.0658765658736229,
-0.4706130921840668,
0.755011796951294,
0.5968955159187317,
0.7953141927719116,
-0.07378516346216202,
1.1125898361206055,
-0.40238824486732483,
0.8677986860275269,
-0.35383450984954834,
0.9630604982376099,
-0.8494015336036682,
-0.042193878442049026,
-0.3917342722415924,
-0.3661825656890869,
-0.20009486377239227,
0.6767694354057312,
-0.415141224861145,
0.13833339512348175,
0.80592942237854,
0.7451758980751038,
0.17496706545352936,
0.024437015876173973,
-0.06732740998268127,
0.530017614364624,
0.2180178165435791,
0.9654500484466553,
0.44268670678138733,
-0.7370268702507019,
0.5306037068367004,
-0.574842631816864,
-0.2958030700683594,
-0.3662446439266205,
-0.31361374258995056,
-0.9072825312614441,
-0.6390907168388367,
-0.3596000671386719,
-0.5310291051864624,
-0.2675694227218628,
1.09342622756958,
0.6399230360984802,
-1.065526008605957,
-0.27919137477874756,
-0.0008989527123048902,
0.2786486744880676,
-0.6345857977867126,
-0.29740795493125916,
0.8828865885734558,
-0.17610107362270355,
-0.7785502672195435,
0.15714670717716217,
-0.12744483351707458,
0.23177191615104675,
0.03896760940551758,
-0.20671367645263672,
-0.37800154089927673,
-0.14206528663635254,
0.27815675735473633,
0.464614599943161,
-0.49008485674858093,
0.06262785196304321,
0.04265837371349335,
-0.27285945415496826,
0.231944277882576,
0.40561643242836,
-0.4479861855506897,
0.2886412739753723,
0.5891766548156738,
0.40092429518699646,
0.40488335490226746,
-0.06978435069322586,
0.13703283667564392,
-0.39184457063674927,
0.22222283482551575,
0.07373609393835068,
0.3642372190952301,
0.02167111076414585,
-0.5711851119995117,
0.6836981773376465,
0.4231840968132019,
-0.5946229696273804,
-0.797022819519043,
-0.24305012822151184,
-1.2759552001953125,
-0.30108973383903503,
1.0914435386657715,
-0.2299288660287857,
-0.35236290097236633,
-0.10834375023841858,
-0.4276890158653259,
0.725989580154419,
-0.41374078392982483,
0.781001091003418,
0.6669026613235474,
-0.2563512921333313,
-0.020277731120586395,
-0.766922116279602,
0.7652533054351807,
0.4515160322189331,
-0.9073084592819214,
-0.1900438815355301,
0.15899717807769775,
0.41509413719177246,
0.21426153182983398,
0.9611222743988037,
-0.11331568658351898,
-0.0018469858914613724,
-0.09302088618278503,
0.10003959387540817,
-0.128605917096138,
0.11742272973060608,
-0.133630633354187,
0.17225319147109985,
-0.26412323117256165,
-0.5592499375343323
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
KShivendu/dbpedia-entities-openai-1M | KShivendu | 2023-11-16T04:34:14Z | 374 | 9 | null | [
"size_categories:1M<n<10M",
"language:en",
"license:mit",
"region:us"
] | 2023-11-16T04:34:14Z | 2023-06-20T22:29:43.000Z | 2023-06-20T22:29:43 | ---
license: mit
dataset_info:
features:
- name: _id
dtype: string
- name: title
dtype: string
- name: text
dtype: string
- name: openai
sequence: float32
splits:
- name: train
num_bytes: 12383152
num_examples: 1000000
download_size: 12383152
dataset_size: 1000000
language:
- en
pretty_name: OpenAI 1M with DBPedia Entities
size_categories:
- 1M<n<10M
---
1M OpenAI Embeddings -- 1536 dimensions
Created: June 2023.
Text used for Embedding: title (string) + text (string)
Embedding Model: text-embedding-ada-002
First used for the pgvector vs VectorDB (Qdrant) benchmark: https://nirantk.com/writing/pgvector-vs-qdrant/
### Future work
We are planning to take this up to 10M (and possibly 100M) vectors. Contact [@KShivendu_](https://twitter.com/KShivendu_) on Twitter or mail to hello@nirantk.com if you want to help :)
### Credits:
This dataset was generated from the first 1M entries of https://huggingface.co/datasets/BeIR/dbpedia-entity | [
-0.5523490309715271,
-0.47415414452552795,
0.39208105206489563,
0.21178081631660461,
-0.41752612590789795,
-0.4384975731372833,
0.24527646601200104,
-0.34924420714378357,
0.3602645993232727,
0.2835630178451538,
-0.4027492105960846,
-0.7914963364601135,
-0.46873223781585693,
-0.005956143606454134,
-0.3141418397426605,
0.759950578212738,
-0.2612837851047516,
-0.07743637263774872,
-0.3576481342315674,
-0.43585914373397827,
0.03725869208574295,
-0.5770118236541748,
-0.41413602232933044,
0.2897051274776459,
0.7388014793395996,
0.5186442732810974,
0.6362583637237549,
0.7968825697898865,
0.6500511765480042,
0.16310037672519684,
-0.11574029177427292,
0.18982647359371185,
-0.5705283284187317,
-0.3094865083694458,
-0.19427622854709625,
-0.043044839054346085,
-0.6078625321388245,
0.5205233097076416,
1.1608765125274658,
0.46635445952415466,
0.08492806553840637,
0.3174263834953308,
-0.15849760174751282,
0.47525840997695923,
-0.6438421010971069,
0.364627867937088,
-0.12252825498580933,
0.23974063992500305,
-0.42636793851852417,
-0.030752625316381454,
-0.06663288176059723,
-0.5673999786376953,
0.21036426723003387,
-0.8269966840744019,
-0.19093629717826843,
0.2586728632450104,
1.1071348190307617,
0.1387513428926468,
-0.25409892201423645,
-0.07206008583307266,
-0.5152653455734253,
0.7436383962631226,
-0.39226725697517395,
0.4617946445941925,
0.729097843170166,
0.21556586027145386,
0.13731727004051208,
-0.8646152019500732,
-0.4806472361087799,
0.2356681078672409,
-0.01111262384802103,
-0.14652812480926514,
-0.1337866634130478,
-0.13641738891601562,
0.30951061844825745,
0.3997717797756195,
-0.7371352314949036,
-0.02602735161781311,
-0.4644958972930908,
-0.05290117487311363,
0.4975880980491638,
0.34871456027030945,
0.18968597054481506,
-0.28235968947410583,
-0.6179342269897461,
-0.28952622413635254,
-0.7122080326080322,
-0.2592707574367523,
0.47838354110717773,
-0.02820705622434616,
-0.21632741391658783,
0.7012832164764404,
-0.05043359100818634,
0.35026854276657104,
-0.2905910611152649,
0.16021797060966492,
0.3522249460220337,
-0.8034005165100098,
-0.49252280592918396,
0.26091501116752625,
0.9335464239120483,
0.27756381034851074,
0.1548900008201599,
-0.21991495788097382,
0.21692989766597748,
0.03498002141714096,
0.24317720532417297,
-1.0890374183654785,
-0.17527814209461212,
0.19537587463855743,
-0.5806188583374023,
-0.21650753915309906,
0.3508850336074829,
-0.6008453965187073,
-0.43016496300697327,
-0.08275511115789413,
0.46861088275909424,
-0.8083562254905701,
-0.5132617354393005,
0.18485334515571594,
-0.09179996699094772,
0.7506505250930786,
-0.03016739897429943,
-0.5811184644699097,
0.2924577295780182,
0.6920278072357178,
1.0830881595611572,
0.28972193598747253,
-0.08310788124799728,
-0.09917428344488144,
-0.08530817180871964,
-0.3387087881565094,
0.5572513937950134,
-0.5432347059249878,
-0.35295626521110535,
-0.1550254076719284,
-0.1445046216249466,
-0.02488677389919758,
-0.2328462153673172,
0.9387667775154114,
-0.3727138936519623,
0.16708692908287048,
-0.4622960686683655,
-0.6267808675765991,
-0.15099811553955078,
0.22535569965839386,
-0.856572151184082,
0.8884226083755493,
0.5648501515388489,
-0.9636361002922058,
0.4287347197532654,
-0.6728640198707581,
0.05528046190738678,
0.18747711181640625,
-0.30511555075645447,
-0.791364848613739,
-0.10862849652767181,
0.36447370052337646,
0.4025234282016754,
-0.4258853793144226,
-0.26519352197647095,
-0.12794719636440277,
-0.20875006914138794,
0.1855303943157196,
-0.20958098769187927,
0.7724472880363464,
0.4044710695743561,
0.45129913091659546,
-0.24034683406352997,
-0.7687907218933105,
-0.04399517551064491,
0.14931540191173553,
-0.29713571071624756,
-0.46915358304977417,
-0.12311797589063644,
0.2834019660949707,
0.028897732496261597,
0.38439443707466125,
-1.1628708839416504,
0.32297825813293457,
-0.33738186955451965,
0.272476464509964,
0.5374425053596497,
0.17708039283752441,
0.3199188709259033,
-0.31903883814811707,
0.7045830488204956,
0.25565221905708313,
0.12543310225009918,
-0.3105379641056061,
-0.5552159547805786,
-0.20076130330562592,
-0.276443213224411,
0.7229477763175964,
0.342191219329834,
-0.6739285588264465,
0.12609702348709106,
-0.5526904463768005,
-0.5707741379737854,
-0.6633307933807373,
-0.13850533962249756,
0.2580993175506592,
0.158493772149086,
0.1910364180803299,
-0.22694849967956543,
-0.5890398025512695,
-0.9063258767127991,
-0.13865290582180023,
-0.18637092411518097,
-0.05924628674983978,
0.3672238290309906,
0.5903804898262024,
-0.2011006474494934,
1.1192657947540283,
-0.5771603584289551,
-0.5462775826454163,
0.28447315096855164,
0.01499173790216446,
0.1171773225069046,
0.5844342708587646,
0.9490788578987122,
-0.9078331589698792,
-0.6741923093795776,
-0.05129307135939598,
-0.9617640376091003,
0.46037137508392334,
0.1111513078212738,
-0.45768046379089355,
0.15376561880111694,
0.42168551683425903,
-0.6722719073295593,
0.675377607345581,
0.6024481058120728,
-0.7899640202522278,
0.2961065471172333,
-0.32670140266418457,
0.3266894221305847,
-1.2794538736343384,
0.07538414746522903,
0.2788258492946625,
-0.17321273684501648,
-0.29710841178894043,
-0.08161355555057526,
0.271027147769928,
-0.09054645150899887,
-0.6319542527198792,
0.4117645025253296,
-0.6817834973335266,
0.10519950091838837,
0.3366530239582062,
0.40279531478881836,
-0.2324405163526535,
0.45286479592323303,
-0.41217344999313354,
0.7311851382255554,
0.6123825907707214,
-0.6100185513496399,
0.38077807426452637,
0.7988754510879517,
-1.0037038326263428,
0.7718076109886169,
-0.8923728466033936,
0.16689133644104004,
-0.24330128729343414,
-0.05064272880554199,
-0.9306252002716064,
-0.05022989585995674,
0.4847656488418579,
-0.72091144323349,
0.14381960034370422,
-0.13087846338748932,
-0.7503075003623962,
-0.07468493282794952,
-0.6334251761436462,
0.7049657702445984,
0.470594197511673,
-0.555286169052124,
0.5093629956245422,
0.5374457836151123,
-0.21905949711799622,
-0.2762651741504669,
-0.7183949947357178,
0.1959691345691681,
-0.07638633251190186,
-0.6702107787132263,
0.5640245676040649,
0.009511755779385567,
0.027987489476799965,
0.4589424431324005,
-0.016353636980056763,
0.27363744378089905,
-0.12343038618564606,
0.3252428472042084,
0.01411884743720293,
-0.31777992844581604,
0.17927385866641998,
0.10274184495210648,
-0.16604965925216675,
0.1067521944642067,
-0.3645763099193573,
0.37589433789253235,
0.06075456365942955,
-0.38223206996917725,
-0.4023478627204895,
0.3526480793952942,
0.5105385780334473,
-0.540919303894043,
1.3985321521759033,
0.5196253061294556,
-0.6144063472747803,
0.19000360369682312,
0.03343173861503601,
0.2821454703807831,
-0.3724430501461029,
0.3300568759441376,
-0.4774884581565857,
-0.7038576006889343,
0.38012948632240295,
0.09560684114694595,
0.12011521309614182,
0.6604861617088318,
0.23333173990249634,
0.09094476699829102,
1.0473934412002563,
0.5047345757484436,
-0.4662463963031769,
0.5749229788780212,
-0.6145690083503723,
0.288097620010376,
-1.2621320486068726,
-0.47911298274993896,
-0.5647552609443665,
-0.4220411777496338,
-0.9465500712394714,
-0.7591041326522827,
0.243982195854187,
0.12295025587081909,
-0.3145703971385956,
0.49232974648475647,
-0.32704755663871765,
0.19562600553035736,
0.5910255908966064,
0.23947258293628693,
-0.20150355994701385,
0.20815694332122803,
-0.16340117156505585,
-0.005444727372378111,
-0.5989236831665039,
-0.5457893013954163,
1.3480108976364136,
0.7556139826774597,
0.8131604790687561,
0.5272951126098633,
0.5449947118759155,
0.13020576536655426,
0.16251400113105774,
-0.3546935021877289,
0.4951934814453125,
-0.288568913936615,
-0.45227229595184326,
-0.38612043857574463,
-0.44610604643821716,
-1.04227876663208,
0.011296043172478676,
-0.1302568018436432,
-0.6246717572212219,
0.24251551926136017,
-0.15521648526191711,
-0.2181851714849472,
0.5450654029846191,
-0.3842105567455292,
0.801167368888855,
0.16550813615322113,
-0.15057967603206635,
-0.06724739819765091,
-0.18501059710979462,
-0.0017715072026476264,
0.24001167714595795,
-0.04284922778606415,
-0.08664851635694504,
-0.30951082706451416,
1.0006307363510132,
-0.37618595361709595,
0.4163546562194824,
-0.3622654378414154,
-0.1267854869365692,
0.35777753591537476,
-0.38763099908828735,
0.31567201018333435,
0.23262499272823334,
-0.2029947191476822,
0.15053971111774445,
0.0985107347369194,
-0.5697540044784546,
-0.19867350161075592,
0.9502996206283569,
-0.8149449825286865,
-0.044075045734643936,
-0.6246164441108704,
-0.12309765070676804,
0.18981458246707916,
-0.10259567201137543,
0.20883025228977203,
0.8749293684959412,
-0.8161254525184631,
0.7591092586517334,
0.9716430902481079,
-0.5767321586608887,
0.20996354520320892,
0.19046276807785034,
-0.3499988615512848,
-0.5481380820274353,
1.0737279653549194,
0.3168739378452301,
-0.11350592970848083,
0.4486304223537445,
-0.07070160657167435,
-0.3440539836883545,
-0.4579513669013977,
-0.4319334924221039,
0.36479896306991577,
-0.4490481913089752,
-0.2666929364204407,
-0.8181487321853638,
-0.4649845361709595,
-0.643233060836792,
0.3394138514995575,
-0.18801292777061462,
-0.46516504883766174,
-0.5950255990028381,
-0.22017866373062134,
0.6915510296821594,
0.7883598804473877,
-0.003706960007548332,
0.2541273534297943,
-0.7388058304786682,
0.37688037753105164,
-0.009391342289745808,
0.9829688668251038,
-0.18860194087028503,
-0.5696896910667419,
-0.6085727214813232,
0.1862756758928299,
-0.12124380469322205,
-0.7862765192985535,
0.3544234335422516,
0.30548912286758423,
0.85400390625,
0.6190333962440491,
-0.06352636218070984,
0.1340147703886032,
-0.362268328666687,
0.978908121585846,
-0.1914864331483841,
-0.4080461263656616,
0.5625317096710205,
-0.3327232003211975,
0.49347686767578125,
0.277880996465683,
0.8472017645835876,
-0.4476263225078583,
0.032863371074199677,
-0.48754072189331055,
-0.8524764776229858,
0.6230372786521912,
0.4678677022457123,
0.046868447214365005,
-0.13722485303878784,
0.4617559015750885,
-0.06080860644578934,
-0.1519610732793808,
-0.14528410136699677,
-0.5692351460456848,
-0.12918345630168915,
-0.45107027888298035,
-0.27734923362731934,
-0.5956107378005981,
0.3436729311943054,
-0.49299609661102295,
0.6644994020462036,
0.014048700220882893,
0.7724815607070923,
0.15423347055912018,
-0.20167936384677887,
0.13414928317070007,
-0.09508346766233444,
0.8754363656044006,
0.6105736494064331,
-0.39310774207115173,
-0.2369486391544342,
-0.11655528843402863,
-0.7640085816383362,
-0.18166102468967438,
0.23800574243068695,
-0.05876699835062027,
0.05092950910329819,
0.2121821492910385,
1.0857487916946411,
0.15252384543418884,
-0.38622361421585083,
0.2921072840690613,
-0.37805667519569397,
-0.4687059819698334,
-0.4544052481651306,
-0.2582091987133026,
0.1418013721704483,
0.047145698219537735,
0.3358883261680603,
-0.4173116981983185,
-0.08141869306564331,
-0.3741348385810852,
0.2737390100955963,
0.3404788672924042,
-0.5322009325027466,
-0.33431050181388855,
0.8122871518135071,
0.013119923882186413,
-0.19070950150489807,
0.6613397598266602,
-0.1482139676809311,
-0.5538551807403564,
0.46323370933532715,
-0.006538184359669685,
0.9462171196937561,
-0.24435198307037354,
0.3331705927848816,
0.8328941464424133,
0.42141491174697876,
0.20696108043193817,
0.48545244336128235,
0.20085731148719788,
-0.5563305020332336,
0.0652036964893341,
-0.9340021014213562,
-0.4378504753112793,
-0.056896477937698364,
-0.5183683037757874,
0.2592560946941376,
-0.5507282018661499,
0.01969948783516884,
0.14977151155471802,
0.21701495349407196,
-1.0084075927734375,
0.18567503988742828,
0.060857634991407394,
1.2949997186660767,
-0.6624643802642822,
0.8610693216323853,
0.9562642574310303,
-0.866328775882721,
-0.384893536567688,
-0.33272653818130493,
-0.043533362448215485,
-0.35053738951683044,
0.40107056498527527,
0.1458364576101303,
0.16521839797496796,
0.0362323559820652,
-0.759791374206543,
-0.9096552133560181,
1.4163991212844849,
-0.03285901993513107,
-0.44391101598739624,
0.036719225347042084,
0.28212904930114746,
0.3951180577278137,
-0.47438618540763855,
0.07827872037887573,
0.5896689891815186,
0.3950248956680298,
-0.23177972435951233,
-0.6930629014968872,
-0.2021477222442627,
-0.3778722286224365,
0.11189979314804077,
0.42701900005340576,
-0.5959281325340271,
1.1792529821395874,
0.11931487172842026,
-0.5558055639266968,
0.39437806606292725,
0.8326111435890198,
-0.23163020610809326,
-0.019464533776044846,
0.2522500455379486,
0.9942132830619812,
0.637081503868103,
-0.28687816858291626,
1.210788369178772,
-0.1640627682209015,
0.30489519238471985,
0.9587769508361816,
0.12285687029361725,
0.8099331259727478,
0.32674360275268555,
-0.36099773645401,
0.46177607774734497,
0.6797145009040833,
-0.0702744722366333,
0.5225507020950317,
0.0734015554189682,
-0.16234496235847473,
0.2721342146396637,
-0.12746113538742065,
-0.34423524141311646,
0.3126065731048584,
0.6360753774642944,
-0.5494013428688049,
-0.14100970327854156,
0.2251318395137787,
-0.12830579280853271,
0.04054207354784012,
-0.3467877507209778,
0.719517707824707,
0.0038649134803563356,
-0.17446577548980713,
0.34471043944358826,
0.22206717729568481,
0.6371656060218811,
-0.3805920481681824,
-0.12602972984313965,
-0.29837560653686523,
0.3066224753856659,
0.1478835493326187,
-1.1408697366714478,
0.01471577025949955,
-0.07507636398077011,
-0.0467752180993557,
-0.3832555413246155,
0.5711821913719177,
-0.5945051312446594,
-0.5374768376350403,
0.1447039097547531,
0.11119697242975235,
0.31682488322257996,
-0.1956973820924759,
-0.37093546986579895,
0.19779561460018158,
-0.17961813509464264,
-0.4031733274459839,
0.34883248805999756,
0.5944789052009583,
0.1911364644765854,
0.612562894821167,
0.22023190557956696,
-0.019004955887794495,
0.15959423780441284,
-0.16865761578083038,
0.9217163324356079,
-0.8545957803726196,
-0.4613693356513977,
-0.7355507612228394,
0.40816545486450195,
-0.20139390230178833,
-0.595196545124054,
0.8345769643783569,
0.92351233959198,
0.8409995436668396,
0.020258575677871704,
0.7765793204307556,
-0.22012659907341003,
0.6863479614257812,
-0.4711766242980957,
0.8061062693595886,
-0.5583696365356445,
-0.13981817662715912,
-0.3417527973651886,
-0.944733202457428,
-0.05161522328853607,
0.5315679907798767,
0.17760418355464935,
-0.010466918349266052,
0.6220904588699341,
0.8089790344238281,
-0.11178401857614517,
0.012542251497507095,
0.3736879825592041,
0.14294758439064026,
0.41805124282836914,
0.5787597894668579,
0.35981258749961853,
-0.8940809369087219,
0.4679628014564514,
-0.08637319505214691,
-0.19822996854782104,
-0.28046706318855286,
-0.8517315983772278,
-0.854711651802063,
-0.8380213379859924,
-0.525100588798523,
-0.19971099495887756,
-0.2549205422401428,
0.8318425416946411,
0.3709779977798462,
-0.7821629047393799,
0.20106887817382812,
0.3336038887500763,
0.04233648255467415,
-0.010605096817016602,
-0.1413748562335968,
0.5437344312667847,
0.3935989737510681,
-0.7021000385284424,
0.02445392683148384,
0.11902972310781479,
0.21320532262325287,
-0.7260683178901672,
-0.2225210964679718,
-0.6900199055671692,
0.31801092624664307,
0.670951247215271,
0.259799599647522,
-0.39548903703689575,
-0.572533369064331,
-0.08908906579017639,
-0.3656071126461029,
-0.0715055987238884,
0.546442449092865,
-0.7543886303901672,
0.29036104679107666,
0.6749798655509949,
0.6323738098144531,
0.42310500144958496,
0.17787283658981323,
0.35161083936691284,
-0.7288488149642944,
0.019812660291790962,
-0.060180120170116425,
0.16061492264270782,
0.3209651708602905,
-0.15892542898654938,
0.6498599052429199,
-0.023983526974916458,
-0.4913471043109894,
-0.6933082938194275,
-0.16159698367118835,
-0.979056715965271,
-0.005100733134895563,
0.8340874314308167,
-0.26419273018836975,
-0.31095966696739197,
0.2110155075788498,
-0.4286133646965027,
0.15558406710624695,
-0.2389066070318222,
0.07264242321252823,
0.8310310244560242,
0.22219550609588623,
-0.5080260634422302,
-0.41588646173477173,
0.5283063054084778,
-0.02442934550344944,
-0.791517436504364,
-0.3167063593864441,
0.2465805858373642,
0.19938810169696808,
0.1949012279510498,
0.5616768002510071,
-0.3907570242881775,
0.23475511372089386,
0.38040947914123535,
-0.019906343892216682,
-0.23843149840831757,
-0.4183664619922638,
-0.13065458834171295,
0.09087488800287247,
-0.026298942044377327,
-0.8403658270835876
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
edarchimbaud/perimeter-stocks | edarchimbaud | 2023-11-21T15:00:09Z | 374 | 1 | null | [
"region:us"
] | 2023-11-21T15:00:09Z | 2023-08-12T20:21:35.000Z | 2023-08-12T20:21:35 | ---
dataset_info:
features:
- name: symbol
dtype: string
- name: security
dtype: string
- name: gics_sector
dtype: string
- name: gics_sub_industry
dtype: string
splits:
- name: train
num_bytes: 111992
num_examples: 1500
download_size: 44216
dataset_size: 111992
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
---
# Dataset Card for "perimeter-stocks"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.6919536590576172,
-0.3722006678581238,
0.12801699340343475,
0.16070063412189484,
-0.019506406038999557,
-0.0007075496250763535,
0.36205652356147766,
-0.08176477253437042,
0.8816412091255188,
0.4061262905597687,
-0.7163707613945007,
-0.8981183171272278,
-0.5701847076416016,
-0.6873044371604919,
-0.10008471459150314,
1.2382700443267822,
-0.011853368021547794,
-0.043970804661512375,
-0.3258436620235443,
-0.087670236825943,
-0.518437922000885,
-0.6126920580863953,
-0.4754153788089752,
-0.5517245531082153,
0.6022180914878845,
0.8131647706031799,
0.6082007884979248,
0.7265698909759521,
0.8466697931289673,
0.20164723694324493,
0.16070343554019928,
-0.27015936374664307,
-0.3712541460990906,
-0.28696316480636597,
-0.16684190928936005,
-0.2909834086894989,
-1.2569984197616577,
0.060876306146383286,
0.6819931268692017,
0.634459376335144,
-0.3388448655605316,
0.8218030333518982,
-0.09823674708604813,
0.8317038416862488,
-0.5598956942558289,
0.2915196418762207,
-0.06225444748997688,
0.08664402365684509,
-0.9531239867210388,
-0.18825510144233704,
0.3480847179889679,
-0.5235462188720703,
0.08045545965433121,
-1.0816941261291504,
-0.07697488367557526,
0.2602038085460663,
0.9835750460624695,
-0.09254608303308487,
0.09849973767995834,
-0.20034869015216827,
-0.22777411341667175,
0.17210721969604492,
-0.15842437744140625,
0.36313149333000183,
0.7170531153678894,
0.5769423246383667,
0.17902721464633942,
-0.6004194617271423,
-0.09388211369514465,
0.37740248441696167,
-0.0480596162378788,
0.30632680654525757,
-0.1583753526210785,
-0.04514482989907265,
0.588259756565094,
0.8730243444442749,
-0.46329396963119507,
-0.13501176238059998,
-0.833208441734314,
-0.3808129131793976,
0.666307270526886,
0.3965854346752167,
0.29452773928642273,
0.011182373389601707,
-0.1852574348449707,
-0.4266732335090637,
-0.3670448362827301,
0.2044481784105301,
0.7744585871696472,
0.128464937210083,
-0.9973689913749695,
0.7656598687171936,
-0.131231889128685,
0.32032033801078796,
0.11409440636634827,
0.45111021399497986,
0.6796567440032959,
-0.22325199842453003,
-0.32072100043296814,
-0.12082627415657043,
0.24021197855472565,
0.632855236530304,
0.13428933918476105,
0.2955489456653595,
-0.19368800520896912,
-0.17522172629833221,
0.011793773621320724,
-0.9736992716789246,
-0.9692091345787048,
0.29854637384414673,
-0.5615957975387573,
-0.01176405232399702,
0.4673927128314972,
-1.0240896940231323,
-0.13853956758975983,
-0.42275455594062805,
0.296326607465744,
-0.14482524991035461,
-0.5530151128768921,
-0.06925242394208908,
-1.1432932615280151,
0.552979052066803,
-0.06877779215574265,
-0.6723015904426575,
0.6126954555511475,
0.7847906351089478,
0.7965733408927917,
0.19354261457920074,
-0.36144721508026123,
-0.8449838161468506,
0.23050619661808014,
-0.1291835457086563,
1.1013740301132202,
-0.6288512945175171,
-0.41915252804756165,
-0.04446309432387352,
0.05963665992021561,
0.1377490609884262,
-0.37085485458374023,
0.7410556674003601,
-0.5079193115234375,
-0.19778785109519958,
-1.022011160850525,
-0.6444085240364075,
0.01821824721992016,
0.5698427557945251,
-0.8920325040817261,
0.9108132123947144,
0.14762535691261292,
-0.8844477534294128,
0.45033085346221924,
-1.3446024656295776,
-0.2354496419429779,
0.6421054005622864,
-0.032837722450494766,
-0.504898190498352,
0.03157823532819748,
0.146761953830719,
0.3751433491706848,
0.21848930418491364,
0.06063138693571091,
-0.9083435535430908,
0.06503170728683472,
0.24322707951068878,
0.3834146559238434,
0.7241041660308838,
0.25011569261550903,
0.6849929690361023,
-0.011752430349588394,
-0.8459983468055725,
-0.16503897309303284,
0.20673707127571106,
0.24381741881370544,
-0.49813881516456604,
-0.4979163110256195,
0.2918848991394043,
-0.26842448115348816,
0.602512776851654,
-0.3245939314365387,
0.3272329866886139,
0.29200559854507446,
-0.17603597044944763,
0.7827960848808289,
0.13130483031272888,
0.5411729216575623,
-0.7669855952262878,
0.6519232392311096,
0.004650437738746405,
0.3119572401046753,
-0.033192094415426254,
-0.16341419517993927,
-0.39373233914375305,
-0.31214195489883423,
0.5615896582603455,
0.8819071054458618,
-0.2130482792854309,
0.6350882053375244,
0.23708674311637878,
-0.7093655467033386,
0.2259654551744461,
-0.04120723903179169,
0.04766624793410301,
0.1918051689863205,
0.2582229971885681,
-0.7213643193244934,
-0.8190658688545227,
-0.8245415091514587,
0.2590182423591614,
0.1308927685022354,
0.03330479562282562,
0.3895006477832794,
0.831445038318634,
-0.388952374458313,
0.8857831358909607,
-1.2002562284469604,
-0.3127827048301697,
0.24064238369464874,
-0.2154553383588791,
0.5461635589599609,
0.48033010959625244,
0.9210532903671265,
-0.5142814517021179,
-0.2619413435459137,
-0.3895217180252075,
-0.3916793465614319,
-0.08081749826669693,
0.2741001844406128,
-0.7782026529312134,
-0.729469358921051,
0.18945512175559998,
-0.4358072578907013,
0.8428701758384705,
0.7554510831832886,
-0.501732587814331,
0.4901736080646515,
0.07792165130376816,
-0.04496333375573158,
-1.3825981616973877,
0.3815551996231079,
0.2773410677909851,
-0.15609478950500488,
-0.4478405714035034,
-0.06710106879472733,
-0.030725082382559776,
-0.3577520549297333,
0.20093537867069244,
0.552361786365509,
-0.4825454354286194,
-0.43619683384895325,
0.00869444478303194,
0.07828929275274277,
-0.004374934360384941,
0.19196385145187378,
0.03286173194646835,
0.7318265438079834,
1.2465481758117676,
-0.7107192277908325,
0.8053339719772339,
0.8171867728233337,
0.03474447876214981,
1.1536201238632202,
-0.6641729474067688,
-0.21325697004795074,
0.05424712598323822,
0.353385865688324,
-0.6426924467086792,
-0.7176363468170166,
0.5367288589477539,
-0.2711732089519501,
0.19826100766658783,
-0.547167181968689,
-0.42135438323020935,
-0.7590711116790771,
-0.7127198576927185,
0.7060801386833191,
0.4178403317928314,
-0.6053844094276428,
0.140987828373909,
0.9714242219924927,
-0.21161730587482452,
-0.05804208293557167,
-1.0949056148529053,
0.04264455661177635,
-0.3960011303424835,
-0.23644500970840454,
0.38527601957321167,
-0.4494401812553406,
-0.2732859253883362,
-0.25887396931648254,
0.5027315020561218,
-0.23274250328540802,
-0.31752750277519226,
0.42877012491226196,
0.15966171026229858,
-0.15127183496952057,
0.5433067083358765,
-0.04856545105576515,
-0.6707954406738281,
0.19684718549251556,
-0.4234411120414734,
0.3910769820213318,
-0.23803819715976715,
-0.2856461703777313,
-0.47550132870674133,
0.32363179326057434,
0.18248552083969116,
-0.2968727946281433,
0.44954293966293335,
0.8882988095283508,
-0.8661037683486938,
0.03780493512749672,
-0.4680779278278351,
-0.1042255237698555,
-0.5099454522132874,
-0.028705719858407974,
-0.3703795075416565,
-0.5621083378791809,
0.9130418300628662,
-0.15507358312606812,
-0.0015839377883821726,
1.07048499584198,
0.6645185947418213,
-0.006952627561986446,
0.21350689232349396,
0.7791450619697571,
-0.31347668170928955,
0.4170570969581604,
-0.37115827202796936,
-0.10165471583604813,
-0.8504331111907959,
-0.31760743260383606,
-0.42619505524635315,
-0.588635265827179,
-0.599004864692688,
-0.18356755375862122,
0.2660439908504486,
0.18330426514148712,
-0.30273178219795227,
0.8374699950218201,
-0.6624314785003662,
0.4116877019405365,
0.7412700653076172,
0.059631649404764175,
-0.12079645693302155,
0.08336115628480911,
-0.09731506556272507,
0.07690928876399994,
-0.6746318936347961,
-0.13177873194217682,
1.1664254665374756,
0.7832322716712952,
0.9801733493804932,
0.14643634855747223,
0.803939163684845,
0.43213680386543274,
0.03598669916391373,
-0.34189683198928833,
0.22394831478595734,
0.228956401348114,
-0.5502066016197205,
-0.2571209967136383,
-0.23844073712825775,
-0.5257887244224548,
-0.6555496454238892,
-0.2073197066783905,
-0.5290780663490295,
0.5011643171310425,
0.32820817828178406,
-0.5379927158355713,
0.5402346253395081,
-0.7992990612983704,
0.9598290920257568,
-0.18994992971420288,
-0.021333614364266396,
-0.14145438373088837,
-0.19375070929527283,
0.12067048996686935,
0.11703015863895416,
0.09924568980932236,
-0.40534231066703796,
-0.04122837632894516,
1.0739773511886597,
-0.7653973698616028,
0.9930766224861145,
-0.5683326721191406,
-0.17123623192310333,
0.42890509963035583,
-0.18610785901546478,
0.2542959749698639,
0.6398939490318298,
0.026932425796985626,
0.17057545483112335,
0.26053065061569214,
-0.5904271602630615,
0.05411276966333389,
0.4396364092826843,
-0.7358969449996948,
0.2585078477859497,
-0.6042808890342712,
-0.6917229890823364,
0.06095961108803749,
0.2608630359172821,
0.2397599220275879,
0.7717689275741577,
-0.5559889674186707,
-0.10353346168994904,
0.5717616677284241,
0.3290274441242218,
0.3340670168399811,
-0.03729044273495674,
-0.4017472565174103,
-0.7430349588394165,
0.8544826507568359,
0.4451853334903717,
-0.5518643856048584,
0.32520490884780884,
0.35333749651908875,
-0.4477805197238922,
-0.471489280462265,
-0.5121383666992188,
-0.0008765245438553393,
-0.3903921842575073,
-0.6657125949859619,
-0.36605823040008545,
-0.6077168583869934,
-0.5465296506881714,
-0.3611818253993988,
-0.2781941294670105,
-0.4875929057598114,
-0.6896125674247742,
-0.5770347118377686,
1.2916206121444702,
0.618104875087738,
-1.0762592554092407,
0.57686448097229,
-0.9504031538963318,
0.4782397449016571,
0.4139520525932312,
1.0477625131607056,
-0.23998838663101196,
-0.518327534198761,
-0.6199013590812683,
0.12794709205627441,
-0.31532368063926697,
-0.45458659529685974,
-0.06908871233463287,
0.20342512428760529,
0.48759859800338745,
0.5198460221290588,
0.09997101873159409,
0.9038457274436951,
-0.1022893562912941,
0.4115316569805145,
0.3409580886363983,
-0.8597748875617981,
0.5087645649909973,
-0.531496524810791,
0.5210331678390503,
0.7593794465065002,
0.567274808883667,
-0.5627917647361755,
0.22624088823795319,
-0.917532205581665,
-0.5806683301925659,
0.2042141854763031,
0.16935648024082184,
0.12401585280895233,
0.24114537239074707,
0.49367600679397583,
0.08322528004646301,
0.15410692989826202,
-0.515576183795929,
-0.5324388146400452,
-0.1334524005651474,
-0.07775547355413437,
0.4575744867324829,
-0.5987727046012878,
-0.5044792294502258,
-0.5222464799880981,
0.6678476929664612,
-0.0307196956127882,
0.36697545647621155,
0.135764941573143,
0.23652200400829315,
-0.24852842092514038,
-0.17166614532470703,
0.414909690618515,
1.067009449005127,
-0.567599356174469,
-0.26895299553871155,
0.45583805441856384,
-0.3113959729671478,
-0.6190366148948669,
0.724460244178772,
0.15454824268817902,
-0.42527925968170166,
0.4472900331020355,
0.6250502467155457,
-0.49261367321014404,
-0.1515197902917862,
0.42889150977134705,
-0.011654925532639027,
-0.5095463395118713,
-0.743916928768158,
-0.053643353283405304,
0.02789151296019554,
0.5179155468940735,
0.32076650857925415,
-0.10724148899316788,
0.3795134425163269,
-0.4994831085205078,
0.9111418128013611,
0.1338420808315277,
-0.699515163898468,
-0.4976383149623871,
0.23630806803703308,
0.3557610511779785,
-0.25702545046806335,
0.76223224401474,
-0.32422539591789246,
-0.6514857411384583,
0.6028086543083191,
0.10137460380792618,
0.69663006067276,
-0.09717994183301926,
0.35513705015182495,
0.6101357340812683,
0.24322518706321716,
0.24629245698451996,
0.5603675842285156,
-0.3622714877128601,
-0.7182415723800659,
0.01746441051363945,
-0.23545943200588226,
-0.7338807582855225,
-0.29791516065597534,
-1.0680046081542969,
0.31119173765182495,
-0.89030921459198,
-0.5253793597221375,
-0.12250875681638718,
0.332306832075119,
-0.701801061630249,
0.16534259915351868,
0.42618528008461,
1.4312034845352173,
-0.8444745540618896,
0.48202407360076904,
0.7041187882423401,
-0.14169742166996002,
-0.29312223196029663,
-0.1537431925535202,
0.034304242581129074,
-0.7928750514984131,
-0.24776434898376465,
0.16635969281196594,
0.2525489926338196,
-0.5281931161880493,
-0.7987592220306396,
-0.7294381260871887,
1.2863236665725708,
-0.17475314438343048,
-0.8685834407806396,
0.38466060161590576,
-0.12364185601472855,
0.34741318225860596,
-0.28994420170783997,
0.26661112904548645,
0.5922775268554688,
0.8265764713287354,
0.38634413480758667,
-0.4789968430995941,
-0.21602235734462738,
-0.49538204073905945,
-0.3370184004306793,
0.44621098041534424,
-0.910072386264801,
0.3334295451641083,
0.00572248687967658,
0.023996422067284584,
-0.03611975535750389,
0.9626972079277039,
0.2624616026878357,
0.7428888082504272,
0.3424589931964874,
1.0967298746109009,
1.144866943359375,
-0.2441847175359726,
0.7529165148735046,
-0.12506717443466187,
0.5256918668746948,
1.1612869501113892,
-0.3154975175857544,
0.45577844977378845,
0.20113156735897064,
-0.06958074122667313,
0.22097565233707428,
0.7640299201011658,
-0.7098045349121094,
0.26008597016334534,
0.47822681069374084,
0.15149208903312683,
-0.25853875279426575,
-0.2937239408493042,
-0.9427047967910767,
0.17355094850063324,
0.5346282720565796,
0.038929685950279236,
-0.053321950137615204,
-0.30337169766426086,
0.009738274849951267,
-0.11128654330968857,
-0.5816220045089722,
0.6167181134223938,
0.23771095275878906,
0.13713780045509338,
-0.437582403421402,
0.07742010802030563,
0.37277495861053467,
-0.8406775593757629,
0.011686502024531364,
-0.031368207186460495,
0.20657485723495483,
-0.407240092754364,
-1.3983899354934692,
0.9859976172447205,
-0.25064817070961,
-0.2136494517326355,
-0.07567885518074036,
0.6431170105934143,
-0.3432689309120178,
-0.8629190921783447,
0.28708940744400024,
0.2011779099702835,
-0.010425331071019173,
-0.030232040211558342,
-1.183578610420227,
0.015434813685715199,
-0.39355048537254333,
-0.0466393381357193,
-0.00806942768394947,
0.329123854637146,
0.1418212205171585,
0.5176861882209778,
0.8833460211753845,
-0.21579496562480927,
-0.4550488591194153,
0.028319912031292915,
1.140265941619873,
-0.901083767414093,
-0.7352842688560486,
-0.6804364323616028,
0.5768881440162659,
-0.6105772256851196,
-0.774017870426178,
0.5796207785606384,
1.2445746660232544,
0.9004873633384705,
0.0334446094930172,
0.6300402283668518,
-0.2019810974597931,
0.5220101475715637,
-0.37898698449134827,
0.7204061150550842,
-0.3471163809299469,
-0.3439653515815735,
-0.2023196518421173,
-0.8587266206741333,
-0.7314662337303162,
0.34626057744026184,
-0.20353880524635315,
-0.08466639369726181,
0.45806360244750977,
0.9073284268379211,
-0.4846176505088806,
0.15349172055721283,
0.11936606466770172,
0.04761352390050888,
0.0834406241774559,
0.31467390060424805,
0.495332270860672,
-0.6201108694076538,
0.19507405161857605,
-0.2471160888671875,
-0.5799019932746887,
0.011259910650551319,
-1.0866113901138306,
-1.0770552158355713,
-0.5182294845581055,
-0.7133245468139648,
-0.3830738961696625,
-0.14187249541282654,
0.8933855891227722,
1.072126030921936,
-0.9441126585006714,
-0.6040289402008057,
0.2081521451473236,
0.1695716828107834,
0.08207463473081589,
-0.08909649401903152,
0.7145204544067383,
0.3021874725818634,
-0.24644820392131805,
-0.3084377944469452,
0.3961097002029419,
0.31106939911842346,
0.03784680366516113,
-0.07445172965526581,
-0.026806363835930824,
0.1344442367553711,
0.28341925144195557,
0.6159217953681946,
0.290150910615921,
-0.13897837698459625,
-0.4475296139717102,
0.10081762820482254,
0.18856027722358704,
0.9277914762496948,
-0.12151343375444412,
-0.011917340569198132,
0.8000067472457886,
0.49146994948387146,
0.6847862005233765,
0.12405510246753693,
0.6856237053871155,
-0.6327922940254211,
0.15670381486415863,
-0.3465419411659241,
0.4538736343383789,
0.035128138959407806,
-0.5096274614334106,
0.587110698223114,
0.4704288840293884,
-0.33288854360580444,
-0.22262884676456451,
0.17804712057113647,
-1.2566741704940796,
0.438329815864563,
0.6758603453636169,
0.24868956208229065,
-0.5022351145744324,
0.1687963455915451,
-0.3041737377643585,
0.004138458985835314,
-0.8768904209136963,
0.10017388314008713,
0.6755473613739014,
0.432629257440567,
-0.3292246460914612,
-0.13716909289360046,
0.3884609341621399,
-0.48892420530319214,
-1.1161611080169678,
0.14185962080955505,
0.38422107696533203,
0.051169198006391525,
0.09478645771741867,
0.6644046902656555,
-0.15222316980361938,
0.35212084650993347,
0.38458433747291565,
0.35362565517425537,
-0.25160735845565796,
-0.6614012122154236,
-0.1059269830584526,
0.06636222451925278,
-0.2531295418739319,
-0.6920247673988342
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
ai4privacy/pii-masking-200k | ai4privacy | 2023-11-17T07:07:12Z | 374 | 14 | null | [
"task_categories:conversational",
"task_categories:text-classification",
"task_categories:token-classification",
"task_categories:table-question-answering",
"task_categories:question-answering",
"task_categories:zero-shot-classification",
"task_categories:summarization",
"task_categories:feature-extraction",
"task_categories:text-generation",
"task_categories:text2text-generation",
"multilinguality:multilingual",
"size_categories:100K<n<1M",
"source_datasets:original",
"language:en",
"language:fr",
"language:de",
"language:it",
"legal",
"business",
"psychology",
"privacy",
"region:us"
] | 2023-11-17T07:07:12Z | 2023-11-06T03:34:07.000Z | 2023-11-06T03:34:07 | ---
language:
- en
- fr
- de
- it
task_categories:
- conversational
- text-classification
- token-classification
- table-question-answering
- question-answering
- zero-shot-classification
- summarization
- feature-extraction
- text-generation
- text2text-generation
multilinguality:
- multilingual
tags:
- legal
- business
- psychology
- privacy
size_categories:
- 100K<n<1M
pretty_name: Ai4Privacy PII200k Dataset
source_datasets:
- original
---
# Purpose and Features
World's largest open source privacy dataset.
The purpose of the dataset is to train models to remove personally identifiable information (PII) from text, especially in the context of AI assistants and LLMs.
The example texts have **54 PII classes** (types of sensitive data), targeting **229 discussion subjects / use cases** split across business, education, psychology and legal fields, and 5 interactions styles (e.g. casual conversation, formal document, emails etc...).
Key facts:
- Size: 13.6m text tokens in ~209k examples with 649k PII tokens (see [summary.json](summary.json))
- 4 languages, more to come!
- English
- French
- German
- Italian
- Synthetic data generated using proprietary algorithms
- No privacy violations!
- Human-in-the-loop validated high quality dataset
# Getting started
Option 1: Python
```terminal
pip install datasets
```
```python
from datasets import load_dataset
dataset = load_dataset("ai4privacy/pii-masking-200k", data_files=["*.jsonl"])
```
# Token distribution across PII classes
We have taken steps to balance the token distribution across PII classes covered by the dataset.
This graph shows the distribution of observations across the different PII classes in this release:
There is 1 class that is still overrepresented in the dataset: firstname.
We will further improve the balance with future dataset releases.
This is the token distribution excluding the FIRSTNAME class:
# Compatible Machine Learning Tasks:
- Tokenclassification. Check out a HuggingFace's [guide on token classification](https://huggingface.co/docs/transformers/tasks/token_classification).
- [ALBERT](https://huggingface.co/docs/transformers/model_doc/albert), [BERT](https://huggingface.co/docs/transformers/model_doc/bert), [BigBird](https://huggingface.co/docs/transformers/model_doc/big_bird), [BioGpt](https://huggingface.co/docs/transformers/model_doc/biogpt), [BLOOM](https://huggingface.co/docs/transformers/model_doc/bloom), [BROS](https://huggingface.co/docs/transformers/model_doc/bros), [CamemBERT](https://huggingface.co/docs/transformers/model_doc/camembert), [CANINE](https://huggingface.co/docs/transformers/model_doc/canine), [ConvBERT](https://huggingface.co/docs/transformers/model_doc/convbert), [Data2VecText](https://huggingface.co/docs/transformers/model_doc/data2vec-text), [DeBERTa](https://huggingface.co/docs/transformers/model_doc/deberta), [DeBERTa-v2](https://huggingface.co/docs/transformers/model_doc/deberta-v2), [DistilBERT](https://huggingface.co/docs/transformers/model_doc/distilbert), [ELECTRA](https://huggingface.co/docs/transformers/model_doc/electra), [ERNIE](https://huggingface.co/docs/transformers/model_doc/ernie), [ErnieM](https://huggingface.co/docs/transformers/model_doc/ernie_m), [ESM](https://huggingface.co/docs/transformers/model_doc/esm), [Falcon](https://huggingface.co/docs/transformers/model_doc/falcon), [FlauBERT](https://huggingface.co/docs/transformers/model_doc/flaubert), [FNet](https://huggingface.co/docs/transformers/model_doc/fnet), [Funnel Transformer](https://huggingface.co/docs/transformers/model_doc/funnel), [GPT-Sw3](https://huggingface.co/docs/transformers/model_doc/gpt-sw3), [OpenAI GPT-2](https://huggingface.co/docs/transformers/model_doc/gpt2), [GPTBigCode](https://huggingface.co/docs/transformers/model_doc/gpt_bigcode), [GPT Neo](https://huggingface.co/docs/transformers/model_doc/gpt_neo), [GPT NeoX](https://huggingface.co/docs/transformers/model_doc/gpt_neox), [I-BERT](https://huggingface.co/docs/transformers/model_doc/ibert), [LayoutLM](https://huggingface.co/docs/transformers/model_doc/layoutlm), [LayoutLMv2](https://huggingface.co/docs/transformers/model_doc/layoutlmv2), [LayoutLMv3](https://huggingface.co/docs/transformers/model_doc/layoutlmv3), [LiLT](https://huggingface.co/docs/transformers/model_doc/lilt), [Longformer](https://huggingface.co/docs/transformers/model_doc/longformer), [LUKE](https://huggingface.co/docs/transformers/model_doc/luke), [MarkupLM](https://huggingface.co/docs/transformers/model_doc/markuplm), [MEGA](https://huggingface.co/docs/transformers/model_doc/mega), [Megatron-BERT](https://huggingface.co/docs/transformers/model_doc/megatron-bert), [MobileBERT](https://huggingface.co/docs/transformers/model_doc/mobilebert), [MPNet](https://huggingface.co/docs/transformers/model_doc/mpnet), [MPT](https://huggingface.co/docs/transformers/model_doc/mpt), [MRA](https://huggingface.co/docs/transformers/model_doc/mra), [Nezha](https://huggingface.co/docs/transformers/model_doc/nezha), [Nyströmformer](https://huggingface.co/docs/transformers/model_doc/nystromformer), [QDQBert](https://huggingface.co/docs/transformers/model_doc/qdqbert), [RemBERT](https://huggingface.co/docs/transformers/model_doc/rembert), [RoBERTa](https://huggingface.co/docs/transformers/model_doc/roberta), [RoBERTa-PreLayerNorm](https://huggingface.co/docs/transformers/model_doc/roberta-prelayernorm), [RoCBert](https://huggingface.co/docs/transformers/model_doc/roc_bert), [RoFormer](https://huggingface.co/docs/transformers/model_doc/roformer), [SqueezeBERT](https://huggingface.co/docs/transformers/model_doc/squeezebert), [XLM](https://huggingface.co/docs/transformers/model_doc/xlm), [XLM-RoBERTa](https://huggingface.co/docs/transformers/model_doc/xlm-roberta), [XLM-RoBERTa-XL](https://huggingface.co/docs/transformers/model_doc/xlm-roberta-xl), [XLNet](https://huggingface.co/docs/transformers/model_doc/xlnet), [X-MOD](https://huggingface.co/docs/transformers/model_doc/xmod), [YOSO](https://huggingface.co/docs/transformers/model_doc/yoso)
- Text Generation: Mapping the unmasked_text to to the masked_text or privacy_mask attributes. Check out HuggingFace's [guide to fine-tunning](https://huggingface.co/docs/transformers/v4.15.0/training)
- [T5 Family](https://huggingface.co/docs/transformers/model_doc/t5), [Llama2](https://huggingface.co/docs/transformers/main/model_doc/llama2)
# Information regarding the rows:
- Each row represents a json object with a natural language text that includes placeholders for PII (and could plausibly be written by a human to an AI assistant).
- Sample row:
- "masked_text" contains a PII free natural text
- "Product officially launching in [COUNTY_1]. Estimate profit of [CURRENCYSYMBOL_1][AMOUNT_1]. Expenses by [ACCOUNTNAME_1].",
- "unmasked_text" shows a natural sentence containing PII
- "Product officially launching in Washington County. Estimate profit of $488293.16. Expenses by Checking Account."
- "privacy_mask" indicates the mapping between the privacy token instances and the string within the natural text.*
- "{'[COUNTY_1]': 'Washington County', '[CURRENCYSYMBOL_1]': '$', '[AMOUNT_1]': '488293.16', '[ACCOUNTNAME_1]': 'Checking Account'}"
- "span_labels" is an array of arrays formatted in the following way [start, end, pii token instance].*
- "[[0, 32, 'O'], [32, 49, 'COUNTY_1'], [49, 70, 'O'], [70, 71, 'CURRENCYSYMBOL_1'], [71, 80, 'AMOUNT_1'], [80, 94, 'O'], [94, 110, 'ACCOUNTNAME_1'], [110, 111, 'O']]",
- "bio_labels" follows the common place notation for "beginning", "inside" and "outside" of where each private tokens starts.[original paper](https://arxiv.org/abs/cmp-lg/9505040)
-["O", "O", "O", "O", "B-COUNTY", "I-COUNTY", "O", "O", "O", "O", "B-CURRENCYSYMBOL", "O", "O", "I-AMOUNT", "I-AMOUNT", "I-AMOUNT", "I-AMOUNT", "O", "O", "O", "B-ACCOUNTNAME", "I-ACCOUNTNAME", "O"],
- "tokenised_text" breaks down the unmasked sentence into tokens using Bert Family tokeniser to help fine-tune large language models.
- ["product", "officially", "launching", "in", "washington", "county", ".", "estimate", "profit", "of", "$", "48", "##8", "##29", "##3", ".", "16", ".", "expenses", "by", "checking", "account", "."]
*note for the nested objects, we store them as string to maximise compability between various software.
# About Us:
At Ai4Privacy, we are commited to building the global seatbelt of the 21st century for Artificial Intelligence to help fight against potential risks of personal information being integrated into data pipelines.
Newsletter & updates: [www.Ai4Privacy.com](www.Ai4Privacy.com)
- Looking for ML engineers, developers, beta-testers, human in the loop validators (all languages)
- Integrations with already existing open source solutions
- Ask us a question on discord: [https://discord.gg/kxSbJrUQZF](https://discord.gg/kxSbJrUQZF)
# Roadmap and Future Development
- Carbon Neutral
- Benchmarking
- Better multilingual and especially localisation
- Extended integrations
- Continuously increase the training set
- Further optimisation to the model to reduce size and increase generalisability
- Next released major update is planned for the 14th of December 2023 (subscribe to newsletter for updates)
# Use Cases and Applications
**Chatbots**: Incorporating a PII masking model into chatbot systems can ensure the privacy and security of user conversations by automatically redacting sensitive information such as names, addresses, phone numbers, and email addresses.
**Customer Support Systems**: When interacting with customers through support tickets or live chats, masking PII can help protect sensitive customer data, enabling support agents to handle inquiries without the risk of exposing personal information.
**Email Filtering**: Email providers can utilize a PII masking model to automatically detect and redact PII from incoming and outgoing emails, reducing the chances of accidental disclosure of sensitive information.
**Data Anonymization**: Organizations dealing with large datasets containing PII, such as medical or financial records, can leverage a PII masking model to anonymize the data before sharing it for research, analysis, or collaboration purposes.
**Social Media Platforms**: Integrating PII masking capabilities into social media platforms can help users protect their personal information from unauthorized access, ensuring a safer online environment.
**Content Moderation**: PII masking can assist content moderation systems in automatically detecting and blurring or redacting sensitive information in user-generated content, preventing the accidental sharing of personal details.
**Online Forms**: Web applications that collect user data through online forms, such as registration forms or surveys, can employ a PII masking model to anonymize or mask the collected information in real-time, enhancing privacy and data protection.
**Collaborative Document Editing**: Collaboration platforms and document editing tools can use a PII masking model to automatically mask or redact sensitive information when multiple users are working on shared documents.
**Research and Data Sharing**: Researchers and institutions can leverage a PII masking model to ensure privacy and confidentiality when sharing datasets for collaboration, analysis, or publication purposes, reducing the risk of data breaches or identity theft.
**Content Generation**: Content generation systems, such as article generators or language models, can benefit from PII masking to automatically mask or generate fictional PII when creating sample texts or examples, safeguarding the privacy of individuals.
(...and whatever else your creative mind can think of)
# Support and Maintenance
AI4Privacy is a project affiliated with [AISuisse SA](https://www.aisuisse.com/). | [
-0.7896834015846252,
-0.30815815925598145,
0.34835052490234375,
0.1844610720872879,
0.03605999797582626,
0.20328043401241302,
0.1496632993221283,
-0.441787987947464,
0.35011664032936096,
0.3760753870010376,
-0.680142343044281,
-0.812959611415863,
-0.7815005779266357,
0.2896146774291992,
-0.29648202657699585,
1.06724214553833,
0.2177753895521164,
-0.5410215854644775,
0.08436629921197891,
-0.17061913013458252,
-0.09267464280128479,
-0.4213949143886566,
-0.31730037927627563,
-0.33351901173591614,
0.6586625576019287,
0.33705615997314453,
0.8538926839828491,
0.6863928437232971,
0.6337172389030457,
0.4126628637313843,
-0.2986101806163788,
0.017328031361103058,
-0.37806856632232666,
-0.3244249224662781,
-0.1397818624973297,
-0.3547324538230896,
-0.7536052465438843,
-0.1095760390162468,
0.4580530822277069,
0.2969244718551636,
0.19779127836227417,
0.2768697142601013,
-0.11136215180158615,
0.6270015239715576,
-0.48657894134521484,
0.46229591965675354,
-0.3899392783641815,
0.2091684341430664,
-0.24477912485599518,
-0.02076958864927292,
-0.39414456486701965,
-0.21747836470603943,
0.07831759005784988,
-0.7456122040748596,
0.2849056124687195,
0.09880673140287399,
1.2948094606399536,
0.19305914640426636,
-0.159714475274086,
-0.2749287784099579,
-0.4213753640651703,
0.9726507067680359,
-0.8257212042808533,
0.4676553010940552,
0.36992695927619934,
0.053945161402225494,
-0.060519423335790634,
-0.8697943091392517,
-0.5444561243057251,
0.11232022941112518,
-0.4838416278362274,
0.49200886487960815,
-0.6782167553901672,
-0.07207754254341125,
0.42913684248924255,
0.41572949290275574,
-0.4416120648384094,
0.12888862192630768,
-0.4473724365234375,
-0.18020829558372498,
0.790911078453064,
0.09333807975053787,
0.33089324831962585,
-0.4728482961654663,
-0.47185906767845154,
-0.47610199451446533,
-0.37709522247314453,
0.25280892848968506,
0.4461877942085266,
0.026179570704698563,
-0.7987790703773499,
0.7553167939186096,
0.01671529933810234,
0.5943360328674316,
0.2747113108634949,
-0.33355095982551575,
0.5855759978294373,
-0.5342410802841187,
-0.14232183992862701,
-0.294329434633255,
1.13007652759552,
0.4366808831691742,
0.044347841292619705,
0.02360924333333969,
-0.1788710653781891,
-0.318482905626297,
0.14705945551395416,
-0.9720062017440796,
-0.15708018839359283,
0.2803645431995392,
-0.7691085934638977,
-0.4983403980731964,
0.4064863324165344,
-1.1245628595352173,
-0.3078869581222534,
-0.11942387372255325,
0.227097749710083,
-0.5535428524017334,
-0.35120347142219543,
0.10269546508789062,
-0.3233387768268585,
0.2446761131286621,
0.1988038569688797,
-0.8100448846817017,
0.18226414918899536,
0.6855292916297913,
0.7740892171859741,
-0.10987446457147598,
-0.15613941848278046,
0.17972984910011292,
0.21702907979488373,
-0.16986338794231415,
0.5378508567810059,
-0.46698638796806335,
-0.44059988856315613,
-0.23140119016170502,
0.29045629501342773,
-0.06977596133947372,
-0.33574482798576355,
0.5677263736724854,
-0.021123990416526794,
0.25025320053100586,
-0.2266198992729187,
-0.4083625078201294,
-0.3008727729320526,
0.17419175803661346,
-0.9273627996444702,
0.9929062128067017,
0.44794324040412903,
-0.998908281326294,
0.28254902362823486,
-0.9926849603652954,
-0.21911053359508514,
-0.037490665912628174,
-0.04339290037751198,
-0.7528615593910217,
0.0027757345233112574,
0.2931572198867798,
0.7666788697242737,
-0.23547321557998657,
-0.02624422311782837,
-0.12088100612163544,
-0.31254473328590393,
0.2817390263080597,
-0.16825567185878754,
1.0872952938079834,
0.44482898712158203,
-0.5886549949645996,
0.2751877009868622,
-0.9047952890396118,
-0.1974448710680008,
0.4762982428073883,
0.07412231713533401,
0.16401278972625732,
-0.22296205163002014,
0.08479043841362,
0.20434945821762085,
0.19901229441165924,
-0.43211859464645386,
0.09789612144231796,
-0.3581928014755249,
0.43685925006866455,
0.7367504239082336,
0.1107122153043747,
0.3752036392688751,
-0.455601304769516,
0.6465449929237366,
0.14979828894138336,
0.595427930355072,
-0.17154453694820404,
-0.8866980075836182,
-0.6572719812393188,
-0.5751432180404663,
0.2153582125902176,
0.4689396023750305,
-0.480800062417984,
1.0848358869552612,
-0.2747780680656433,
-0.9104223847389221,
-0.44834211468696594,
-0.0814296081662178,
0.4292760193347931,
0.5137895941734314,
0.2420026659965515,
-0.191386878490448,
-0.501518726348877,
-1.2913657426834106,
0.1900455355644226,
-0.2039928287267685,
-0.198924720287323,
0.48420536518096924,
0.7492620348930359,
-0.3404677212238312,
0.9844831824302673,
-0.565345823764801,
-0.17421609163284302,
-0.31709277629852295,
0.043400004506111145,
0.5026015639305115,
0.39407065510749817,
1.0293960571289062,
-0.7382494211196899,
-0.43578702211380005,
-0.055680934339761734,
-0.5994846820831299,
0.1127551719546318,
-0.07270672172307968,
-0.1573980152606964,
0.2266121506690979,
0.4186973571777344,
-0.6481742262840271,
0.5898999571800232,
0.6448450684547424,
-0.600832998752594,
0.4078693389892578,
-0.27066662907600403,
0.14321142435073853,
-1.262426495552063,
0.4182852804660797,
0.2664698362350464,
-0.1289200633764267,
-0.5853989124298096,
0.18859721720218658,
-0.054992616176605225,
0.1325392723083496,
-0.6015409231185913,
0.6179915070533752,
-0.30984780192375183,
0.262041836977005,
0.22679606080055237,
0.023162614554166794,
0.0473422147333622,
0.7973541021347046,
-0.16965924203395844,
0.7982259392738342,
0.4591313600540161,
-0.26750731468200684,
0.3678531348705292,
0.40049055218696594,
-0.23074015974998474,
0.37114545702934265,
-0.8878603577613831,
0.11410150676965714,
-0.32812586426734924,
0.3421521484851837,
-0.8518441915512085,
-0.4223739504814148,
0.5707738995552063,
-0.6195952892303467,
0.342894047498703,
-0.15209083259105682,
-0.8374217748641968,
-0.6436513662338257,
-0.4408508539199829,
0.11962676048278809,
0.7016748785972595,
-0.5974851846694946,
0.615251362323761,
0.40583983063697815,
0.024308646097779274,
-0.5471863150596619,
-0.43161603808403015,
-0.07915131747722626,
-0.38231536746025085,
-0.696330189704895,
0.5803884267807007,
-0.1472400575876236,
-0.026062674820423126,
0.04472271725535393,
-0.023414354771375656,
0.02561223693192005,
0.1516110897064209,
0.41697996854782104,
0.423526793718338,
0.011689051054418087,
-0.31485864520072937,
-0.23925083875656128,
-0.14016352593898773,
0.015528082847595215,
0.192421093583107,
0.9300897121429443,
-0.3618791401386261,
-0.2747505009174347,
-0.685482382774353,
0.13089166581630707,
0.6179558038711548,
-0.10668697208166122,
0.6518847346305847,
0.9653158187866211,
-0.45883139967918396,
0.11508727073669434,
-0.44419431686401367,
-0.19060011208057404,
-0.4876331388950348,
0.20514659583568573,
-0.40925732254981995,
-0.8726472854614258,
0.7284265160560608,
0.19118064641952515,
0.234919011592865,
0.8758077025413513,
0.6406970620155334,
0.11422793567180634,
1.2420235872268677,
0.4249996840953827,
-0.21878138184547424,
0.5554441213607788,
-0.7245796322822571,
0.2940746545791626,
-0.5957142114639282,
-0.5503313541412354,
-0.5150316953659058,
-0.4314844012260437,
-0.9987497925758362,
-0.5756006240844727,
0.3645167350769043,
0.24062161147594452,
-0.3727031946182251,
0.7961035370826721,
-0.9388138055801392,
0.37345603108406067,
0.842262327671051,
0.25336143374443054,
-0.03594640642404556,
0.11801254004240036,
-0.08053863793611526,
-0.08621277660131454,
-0.4424125552177429,
-0.49707338213920593,
1.1860942840576172,
0.5786500573158264,
0.446748286485672,
0.12466216087341309,
0.6975258588790894,
0.13069961965084076,
0.2425050288438797,
-0.6473416090011597,
0.6486508846282959,
-0.14341814815998077,
-0.8548851609230042,
-0.1399570107460022,
-0.4166916012763977,
-1.0387754440307617,
-0.1473051756620407,
-0.2566356658935547,
-0.9936568737030029,
0.30366945266723633,
0.001158402068540454,
-0.38728758692741394,
0.4219120144844055,
-0.7197868824005127,
0.7526941895484924,
-0.04721479117870331,
-0.3394005596637726,
0.051855530589818954,
-0.9419322609901428,
0.37222376465797424,
-0.15619543194770813,
-0.03812848776578903,
-0.2378605753183365,
-0.0006338168168440461,
0.7792377471923828,
-0.4477340579032898,
0.8360549807548523,
-0.06236056983470917,
0.019688697531819344,
0.5613740086555481,
-0.37867724895477295,
0.6392658948898315,
0.21528854966163635,
0.015900742262601852,
0.5496736168861389,
-0.13865400850772858,
-0.3346579372882843,
-0.4597620666027069,
0.4576420485973358,
-0.8804466724395752,
-0.29160797595977783,
-0.5527705550193787,
-0.20931454002857208,
0.051234934478998184,
0.29401999711990356,
0.7056669592857361,
0.4246876537799835,
0.10576588660478592,
0.54811692237854,
0.5466098189353943,
-0.5171835422515869,
0.5136852860450745,
-0.0017761803464964032,
-0.07280460000038147,
-0.5467824339866638,
0.9732670187950134,
-0.17688460648059845,
0.10115397721529007,
0.37317609786987305,
0.27840283513069153,
-0.4712879955768585,
-0.45639359951019287,
-0.3879672884941101,
0.42033690214157104,
-0.5318907499313354,
-0.46554243564605713,
-0.7584802508354187,
-0.47957372665405273,
-0.6119258999824524,
-0.13641570508480072,
-0.3565160930156708,
-0.5421953201293945,
-0.5545308589935303,
-0.21024443209171295,
0.746307373046875,
0.7972555756568909,
-0.07848382741212845,
0.29259487986564636,
-0.6499553918838501,
0.48559439182281494,
0.19108204543590546,
0.5711352229118347,
-0.1890488564968109,
-0.24222499132156372,
0.16183781623840332,
-0.040471531450748444,
-0.6049330830574036,
-0.7276099920272827,
0.4659833610057831,
-0.12631571292877197,
0.5099276900291443,
0.45444726943969727,
-0.21191149950027466,
0.7700868248939514,
-0.4052698016166687,
0.9979588985443115,
0.6996496319770813,
-0.787344217300415,
0.3598439395427704,
-0.5687316656112671,
0.046121712774038315,
0.35719969868659973,
0.3759835958480835,
-0.5494387149810791,
-0.45280030369758606,
-0.9872103333473206,
-1.0700926780700684,
0.9089824557304382,
0.5783364176750183,
0.13503892719745636,
-0.0327518954873085,
0.11340644210577011,
0.13531020283699036,
0.15722845494747162,
-0.736623227596283,
-0.8830734491348267,
-0.45214366912841797,
-0.6769342422485352,
0.03411593660712242,
-0.13054822385311127,
-0.13283805549144745,
-0.4715142548084259,
0.6785389184951782,
0.043431296944618225,
0.562520444393158,
0.1502460092306137,
0.1850980818271637,
0.011543945409357548,
0.10461035370826721,
0.7860838174819946,
0.547539234161377,
-0.3728988766670227,
-0.26576411724090576,
-0.055493246763944626,
-0.6929954886436462,
-0.27116096019744873,
0.30556735396385193,
-0.3464367687702179,
0.1937233805656433,
0.26311054825782776,
0.9360073208808899,
0.27432772517204285,
-0.5704780220985413,
0.622215747833252,
-0.12212156504392624,
-0.34633123874664307,
-0.5315023064613342,
0.21257786452770233,
0.10241734236478806,
0.14030203223228455,
0.25495150685310364,
0.15603101253509521,
0.07224332541227341,
-0.4798097610473633,
0.3191646337509155,
0.33300256729125977,
-0.3207947611808777,
-0.5805883407592773,
0.8013371825218201,
0.021989263594150543,
-0.44684264063835144,
0.28588971495628357,
-0.3673504590988159,
-0.5461183786392212,
0.6846159100532532,
0.3556382358074188,
0.8812314867973328,
-0.09920837730169296,
0.298296183347702,
0.6876187920570374,
0.17961978912353516,
0.01219035591930151,
0.20694826543331146,
0.14096449315547943,
-0.4949581027030945,
-0.13554896414279938,
-0.5331166982650757,
-0.3004612624645233,
0.41453951597213745,
-0.4725990295410156,
0.5968202948570251,
-0.7373192310333252,
-0.39714479446411133,
0.08381791412830353,
0.08520608395338058,
-1.0799754858016968,
0.16721370816230774,
0.15016168355941772,
0.7619245052337646,
-0.5895159244537354,
0.5627464652061462,
0.5311978459358215,
-0.48095065355300903,
-0.9106354117393494,
-0.21431946754455566,
0.07587716728448868,
-0.8785598874092102,
0.5213519334793091,
0.091942697763443,
0.2871027886867523,
0.04238100349903107,
-0.8246791362762451,
-0.9754749536514282,
1.2221215963363647,
0.1197907030582428,
-0.4703221023082733,
-0.1571214199066162,
0.32485583424568176,
0.5235071778297424,
-0.215802863240242,
0.5159491896629333,
0.5554825663566589,
0.6965054273605347,
0.2532138228416443,
-0.7565154433250427,
0.11417587101459503,
-0.4704916775226593,
-0.2722308337688446,
0.11610705405473709,
-0.9722305536270142,
0.8442696928977966,
-0.08502665162086487,
-0.11798541992902756,
0.11224300414323807,
0.4727940857410431,
0.6025477051734924,
0.327353835105896,
0.5707489252090454,
0.6838374733924866,
0.44704291224479675,
-0.37697264552116394,
1.0298196077346802,
-0.4374309778213501,
0.4502045810222626,
0.6660616397857666,
0.18278732895851135,
0.4547971487045288,
0.2266715168952942,
-0.21919503808021545,
0.30465781688690186,
0.5486194491386414,
-0.5255200862884521,
0.41918841004371643,
0.1877419799566269,
0.021629972383379936,
0.024500282481312752,
-0.1222706064581871,
-0.3580462336540222,
0.5565280318260193,
0.4577188789844513,
-0.6267267465591431,
0.022873569279909134,
-0.17443083226680756,
0.4222371280193329,
-0.17963267862796783,
-0.044434260576963425,
0.7394052147865295,
-0.1323128640651703,
-0.3940923511981964,
0.4275569021701813,
-0.018416963517665863,
0.9125619530677795,
-0.42313292622566223,
-0.0692850723862648,
-0.14928020536899567,
0.19492755830287933,
-0.25754860043525696,
-0.8447252511978149,
-0.029571985825896263,
0.25766992568969727,
-0.08786951750516891,
-0.46738961338996887,
0.6191208362579346,
0.0752670019865036,
-0.946222722530365,
0.21035350859165192,
0.14379817247390747,
0.1766689270734787,
0.03451713174581528,
-1.0047789812088013,
0.14098912477493286,
0.06784584373235703,
-0.37398606538772583,
0.11046268790960312,
0.4656611680984497,
0.14118190109729767,
0.5866079330444336,
0.5547294616699219,
-0.050933562219142914,
0.24901269376277924,
0.15277665853500366,
0.7885400652885437,
-0.8050868511199951,
-0.244833841919899,
-0.6352081894874573,
0.8259925842285156,
-0.4709935486316681,
-0.5373762249946594,
0.8030952215194702,
0.7618158459663391,
0.8408389687538147,
-0.12048675864934921,
0.6815097332000732,
-0.19990548491477966,
0.5055996775627136,
-0.19020995497703552,
0.960981011390686,
-0.7962249517440796,
-0.012819433584809303,
-0.6220799088478088,
-0.7873334288597107,
-0.3453056514263153,
0.6605672836303711,
0.15168794989585876,
0.24775148928165436,
0.39139625430107117,
0.6558420658111572,
0.01469893753528595,
0.09049870073795319,
0.06812913715839386,
0.11909282952547073,
0.589166522026062,
0.4584279954433441,
0.6140146851539612,
-0.7839462757110596,
0.5152595043182373,
-0.8723238110542297,
-0.11671633273363113,
-0.391355037689209,
-0.8717908263206482,
-1.0659611225128174,
-0.5846509337425232,
-0.4541829824447632,
-0.43116167187690735,
-0.38361111283302307,
0.9519082903862,
0.9187799692153931,
-1.0667576789855957,
0.0483202300965786,
-0.1159028559923172,
0.10544192790985107,
-0.12086007744073868,
-0.2702653706073761,
0.5160875916481018,
0.22540220618247986,
-1.030713677406311,
0.25075241923332214,
0.1698211133480072,
0.35174939036369324,
0.07318885624408722,
-0.07876663655042648,
0.09269573539495468,
-0.10323032736778259,
0.6539602279663086,
0.2950536012649536,
-0.7723308205604553,
-0.5065999627113342,
0.3502417802810669,
-0.03809333220124245,
0.20040355622768402,
0.5783748030662537,
-0.5115670561790466,
0.07533195614814758,
0.7373114228248596,
0.13665784895420074,
0.6444628834724426,
0.15907055139541626,
0.07337327301502228,
-0.8204048275947571,
0.36638087034225464,
0.3459000289440155,
0.4871141314506531,
0.18393152952194214,
-0.14851707220077515,
0.7794046401977539,
0.24308615922927856,
-0.4456130862236023,
-0.9438655376434326,
0.0009662864613346756,
-1.425892949104309,
-0.13965097069740295,
0.9723995327949524,
0.11169331520795822,
-0.37764227390289307,
0.02092176489531994,
-0.17300260066986084,
0.2430746704339981,
-0.4845714867115021,
0.6585773229598999,
0.5407894253730774,
-0.09617850929498672,
-0.15840071439743042,
-0.3557693660259247,
0.43464547395706177,
0.1133785992860794,
-0.9467107653617859,
-0.3074079751968384,
0.22517724335193634,
0.27744731307029724,
0.6512051224708557,
0.3096136748790741,
-0.5504382848739624,
-0.07239074259996414,
-0.1683834195137024,
0.058255329728126526,
-0.043350499123334885,
-0.24005626142024994,
-0.02660078927874565,
-0.031176263466477394,
-0.4597833454608917,
-0.16307432949543
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
rahular/itihasa | rahular | 2022-10-24T18:06:01Z | 373 | 4 | null | [
"task_categories:text2text-generation",
"annotations_creators:expert-generated",
"language_creators:expert-generated",
"multilinguality:translation",
"size_categories:unknown",
"source_datasets:original",
"language:sa",
"language:en",
"license:apache-2.0",
"conditional-text-generation",
"region:us"
] | 2022-10-24T18:06:01Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- expert-generated
language_creators:
- expert-generated
language:
- sa
- en
license:
- apache-2.0
multilinguality:
- translation
size_categories:
- unknown
source_datasets:
- original
task_categories:
- text2text-generation
task_ids: []
pretty_name: Itihasa
metrics:
- bleu
- sacrebleu
- rouge
- ter
- chrF
tags:
- conditional-text-generation
---
# Itihāsa
Itihāsa is a Sanskrit-English translation corpus containing 93,000 Sanskrit shlokas and their English translations extracted from M. N. Dutt's seminal works on The Rāmāyana and The Mahābhārata. The paper which introduced this dataset can be found [here](https://aclanthology.org/2021.wat-1.22/).
This repository contains the randomized train, development, and test sets. The original extracted data can be found [here](https://github.com/rahular/itihasa/tree/gh-pages/res) in JSON format. If you just want to browse the data, you can go [here](http://rahular.com/itihasa/).
## Usage
```
>> from datasets import load_dataset
>> dataset = load_dataset("rahular/itihasa")
>> dataset
DatasetDict({
train: Dataset({
features: ['translation'],
num_rows: 75162
})
validation: Dataset({
features: ['translation'],
num_rows: 6149
})
test: Dataset({
features: ['translation'],
num_rows: 11722
})
})
>> dataset['train'][0]
{'translation': {'en': 'The ascetic Vālmīki asked Nārada, the best of sages and foremost of those conversant with words, ever engaged in austerities and Vedic studies.',
'sn': 'ॐ तपः स्वाध्यायनिरतं तपस्वी वाग्विदां वरम्। नारदं परिपप्रच्छ वाल्मीकिर्मुनिपुङ्गवम्॥'}}
```
## Citation
If you found this dataset to be useful, please consider citing the paper as follows:
```
@inproceedings{aralikatte-etal-2021-itihasa,
title = "Itihasa: A large-scale corpus for {S}anskrit to {E}nglish translation",
author = "Aralikatte, Rahul and
de Lhoneux, Miryam and
Kunchukuttan, Anoop and
S{\o}gaard, Anders",
booktitle = "Proceedings of the 8th Workshop on Asian Translation (WAT2021)",
month = aug,
year = "2021",
address = "Online",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/2021.wat-1.22",
pages = "191--197",
abstract = "This work introduces Itihasa, a large-scale translation dataset containing 93,000 pairs of Sanskrit shlokas and their English translations. The shlokas are extracted from two Indian epics viz., The Ramayana and The Mahabharata. We first describe the motivation behind the curation of such a dataset and follow up with empirical analysis to bring out its nuances. We then benchmark the performance of standard translation models on this corpus and show that even state-of-the-art transformer architectures perform poorly, emphasizing the complexity of the dataset.",
}
``` | [
0.005114816129207611,
-0.2758742868900299,
0.06638211011886597,
0.3396357297897339,
-0.7755311131477356,
-0.1426975280046463,
-0.35382354259490967,
-0.29119500517845154,
0.43666425347328186,
0.23921693861484528,
-0.10895135253667831,
-0.5089145302772522,
-0.6459101438522339,
0.3558565080165863,
-0.5919169783592224,
0.9161920547485352,
-0.37874719500541687,
0.30228832364082336,
-0.06616895645856857,
-0.33243271708488464,
-0.5833740830421448,
-0.29726821184158325,
-0.21302692592144012,
-0.0013025046791881323,
0.25968337059020996,
0.2959495186805725,
0.5910573601722717,
0.7138583064079285,
0.5078762173652649,
0.3243437707424164,
-0.08769131451845169,
0.06180272996425629,
-0.4747231900691986,
0.07301174104213715,
-0.13103343546390533,
-0.46496888995170593,
0.195892333984375,
-0.32164058089256287,
1.0182864665985107,
0.5093044638633728,
-0.03195153549313545,
0.37453874945640564,
-0.019819527864456177,
0.669425904750824,
-0.45468735694885254,
0.26914286613464355,
-0.5539209842681885,
0.06346647441387177,
-0.8683581352233887,
-0.13830186426639557,
-0.398222953081131,
-0.7732458710670471,
-0.20072662830352783,
-0.824915885925293,
-0.30733710527420044,
0.2706177532672882,
1.2350857257843018,
0.4180871248245239,
-0.40280866622924805,
-0.17502589523792267,
-0.6226223707199097,
1.0385226011276245,
-0.5110624432563782,
0.14862152934074402,
0.6954553127288818,
0.597301185131073,
-0.09353099763393402,
-0.40623950958251953,
-0.5912551283836365,
-0.002096482552587986,
-0.2885584235191345,
0.2066996693611145,
-0.1968919336795807,
-0.4704890847206116,
0.08055192232131958,
0.7796782851219177,
-0.597087562084198,
-0.0965975746512413,
-0.8111086487770081,
-0.040718697011470795,
0.47008901834487915,
0.28261974453926086,
0.327945739030838,
-0.8481926918029785,
-0.3015453815460205,
-0.30423495173454285,
-0.578946590423584,
-0.10207624733448029,
0.27926287055015564,
0.23749226331710815,
-0.1161395013332367,
0.9095938205718994,
-0.023370804265141487,
0.6544979810714722,
-0.2860688269138336,
-0.27857229113578796,
0.30799809098243713,
-0.7034333348274231,
-0.07691153883934021,
-0.021604254841804504,
1.1159367561340332,
0.0984266921877861,
0.29971954226493835,
-0.17193208634853363,
0.3382740914821625,
0.18855422735214233,
0.2602531611919403,
-0.8163600564002991,
0.24960045516490936,
0.2639448642730713,
-0.35970398783683777,
-0.23661208152770996,
-0.40263307094573975,
-0.9898219704627991,
-0.2778337895870209,
-0.2677708566188812,
0.3409988582134247,
-0.9296560287475586,
-0.38222065567970276,
-0.22005599737167358,
0.013779262080788612,
0.41045302152633667,
0.018242986872792244,
-0.676324188709259,
-0.08290491998195648,
0.5515943169593811,
0.8722869157791138,
-0.3256232738494873,
-0.6425725221633911,
-0.1196131780743599,
0.2477238029241562,
-0.5597408413887024,
0.8953841924667358,
-0.610302746295929,
-0.44343847036361694,
0.023582391440868378,
-0.04366770014166832,
-0.30039745569229126,
-0.4019359052181244,
1.056129813194275,
-0.4454095959663391,
0.18090298771858215,
-0.5537896752357483,
-0.7937836050987244,
-0.3029743731021881,
0.10743889957666397,
-0.5924375057220459,
1.0087779760360718,
-0.002050623297691345,
-0.7641381621360779,
0.4327766001224518,
-0.3995233476161957,
-0.5573965907096863,
0.10176842659711838,
-0.28753411769866943,
-0.4173717796802521,
0.11785764992237091,
0.125698059797287,
0.1224234402179718,
-0.771191418170929,
0.5244799852371216,
-0.09791431576013565,
-0.17013207077980042,
0.15689429640769958,
-0.09261830151081085,
1.1829640865325928,
0.591254711151123,
-0.111733078956604,
0.019634971395134926,
-0.9383280873298645,
-0.05207829549908638,
0.1649477481842041,
-0.29306498169898987,
-0.5624997615814209,
-0.25124961137771606,
0.12942850589752197,
-0.027966296300292015,
0.06331305205821991,
-0.6374843120574951,
0.38076022267341614,
-0.051620569080114365,
0.22674719989299774,
0.8344494104385376,
-0.13459989428520203,
0.44372817873954773,
-0.2766887843608856,
0.432041198015213,
0.1257454752922058,
0.16392581164836884,
-0.19883207976818085,
-0.6453128457069397,
-0.44369062781333923,
-0.5599552989006042,
0.560886561870575,
0.22117796540260315,
-0.7017860412597656,
0.4301554560661316,
-0.6526448130607605,
-0.860407292842865,
-1.2397699356079102,
0.02708953246474266,
0.16117843985557556,
0.5035269856452942,
0.40519747138023376,
0.05685793608427048,
-0.7909258604049683,
-0.5947495102882385,
-0.40349066257476807,
-0.1497548669576645,
0.2042570561170578,
-0.20394690334796906,
0.654731035232544,
-0.27948707342147827,
0.7101108431816101,
-0.21536383032798767,
-0.828514575958252,
0.03972282260656357,
-0.041322920471429825,
0.15500350296497345,
0.5128766894340515,
0.4533352255821228,
-0.722515881061554,
-0.6348376870155334,
0.23788700997829437,
-1.1620458364486694,
0.0037007213104516268,
-0.03167636692523956,
-0.5749473571777344,
0.15784262120723724,
0.0734582170844078,
-0.661764919757843,
0.5108301639556885,
0.4290320575237274,
-0.31537649035453796,
0.3575449585914612,
-0.013301555067300797,
0.538827121257782,
-1.8083809614181519,
0.6290538311004639,
-0.3556298315525055,
-0.02505575120449066,
-0.4105769395828247,
0.24606744945049286,
0.14467847347259521,
0.01116760540753603,
-0.09955450147390366,
0.5791894793510437,
-0.2701897621154785,
-0.3948901295661926,
-0.0835738554596901,
0.07873249053955078,
-0.029596403241157532,
0.5357845425605774,
-0.07598327845335007,
0.9184322953224182,
0.3474007844924927,
-0.4674205183982849,
0.10171391814947128,
1.011490821838379,
-0.6111622452735901,
0.7750416398048401,
-0.555602490901947,
-0.2263849377632141,
-0.031178373843431473,
0.18678274750709534,
-0.9328277707099915,
-0.2508193254470825,
0.12729717791080475,
-0.550050675868988,
-0.02792719379067421,
-0.12958313524723053,
-0.8572865128517151,
-0.09503211826086044,
-0.28361666202545166,
0.45003777742385864,
0.6094492673873901,
-0.49690476059913635,
0.6351708173751831,
0.4919121563434601,
0.02800299972295761,
-0.6713045239448547,
-0.5741909742355347,
0.3167567849159241,
-0.3483881950378418,
-0.4487307667732239,
0.17276643216609955,
-0.3508659303188324,
-0.31099385023117065,
0.09898319095373154,
0.037713050842285156,
-0.23720286786556244,
-0.1393478810787201,
0.2052081674337387,
0.2643178701400757,
-0.015696682035923004,
0.08764946460723877,
0.08816540241241455,
-0.19846101105213165,
-0.3154611885547638,
-0.056135959923267365,
0.49255818128585815,
-0.004377178847789764,
-0.14807122945785522,
-0.7483117580413818,
0.48465678095817566,
0.6385588645935059,
0.0644860491156578,
0.6215978860855103,
0.6654863357543945,
-0.35917168855667114,
0.5605898499488831,
-0.2625596821308136,
0.22553323209285736,
-0.36130669713020325,
0.11480827629566193,
-0.575374960899353,
-0.28420162200927734,
0.5868209004402161,
0.13523957133293152,
0.28150084614753723,
0.8667614459991455,
0.5642899870872498,
-0.05686322599649429,
0.8169335126876831,
0.31805071234703064,
-0.5276443958282471,
0.3908640742301941,
-0.3860662877559662,
0.02035718970000744,
-0.8755834102630615,
-0.2407049536705017,
-0.9563164114952087,
-0.15677960216999054,
-0.6947505474090576,
-0.3963170349597931,
0.18464599549770355,
-0.03376265615224838,
-0.04795238375663757,
0.7079810500144958,
-0.34783056378364563,
0.2694412171840668,
0.25631552934646606,
-0.2898994982242584,
0.8363788723945618,
0.2149907797574997,
-0.09397245943546295,
-0.550452470779419,
-0.4149782955646515,
-0.3539440333843231,
1.2067934274673462,
0.08888823539018631,
0.6475136876106262,
0.5228146910667419,
0.3511944115161896,
0.05691361054778099,
0.2052755057811737,
-0.7414773106575012,
0.4220668077468872,
-0.24156150221824646,
-0.759314239025116,
0.02567918412387371,
-0.4087556004524231,
-1.1713840961456299,
0.35276681184768677,
0.15893901884555817,
-0.47774049639701843,
0.2247351109981537,
-0.24528102576732635,
-0.02805517055094242,
0.17217709124088287,
-0.5348275303840637,
0.5820974707603455,
-0.13691753149032593,
-0.22741782665252686,
-0.34516265988349915,
-0.3731304109096527,
0.35522693395614624,
-0.20009107887744904,
0.2439979463815689,
0.05069679766893387,
-0.022189754992723465,
0.945698082447052,
-0.6253711581230164,
0.6089685559272766,
0.03516356274485588,
-0.2534649670124054,
0.13087014853954315,
-0.004860429558902979,
0.47443145513534546,
-0.026769163087010384,
-0.3098388910293579,
0.4727258086204529,
0.016420288011431694,
-0.7597675919532776,
-0.22356116771697998,
0.6979519724845886,
-0.9814857840538025,
-0.10039722919464111,
-0.6256331205368042,
-0.6391474604606628,
0.04739963263273239,
0.49669209122657776,
0.6820108294487,
0.3095380365848541,
0.09728367626667023,
0.36523157358169556,
0.35800784826278687,
0.061161670833826065,
0.21442730724811554,
0.36227330565452576,
-0.38104820251464844,
-0.6076411008834839,
0.7654933929443359,
0.44380804896354675,
-0.01130842138081789,
0.4226479232311249,
0.2829962372779846,
-0.29048436880111694,
-0.4686185419559479,
-0.9331921339035034,
0.2987815737724304,
-0.8404005765914917,
-0.25602614879608154,
-0.6826448440551758,
0.016331259161233902,
-0.24943982064723969,
0.09681790322065353,
-0.5341372489929199,
-0.5072453618049622,
-0.3194159269332886,
-0.13529464602470398,
0.8974941968917847,
0.7501252889633179,
0.09908927977085114,
0.3005910813808441,
-0.6396054625511169,
0.17546804249286652,
0.003253736300393939,
0.17201074957847595,
-0.1546461135149002,
-0.9209691286087036,
-0.23870983719825745,
-0.09213078022003174,
0.007743982132524252,
-0.8565138578414917,
0.5778635144233704,
0.1757517009973526,
0.4942084848880768,
0.22142212092876434,
-0.028797179460525513,
1.2527716159820557,
-0.4533752501010895,
0.8085020184516907,
-0.11800888180732727,
-0.6275689601898193,
0.48108911514282227,
-0.3652759790420532,
0.34910064935684204,
0.9966513514518738,
0.7512646317481995,
-0.3632047474384308,
-0.256258100271225,
-0.4906582832336426,
-0.9558625221252441,
0.3470896780490875,
0.5248498320579529,
-0.037474457174539566,
0.3110174536705017,
0.21039476990699768,
0.4270542860031128,
0.409801721572876,
-0.44600000977516174,
-0.4592260420322418,
-0.24677440524101257,
-0.3427123725414276,
0.028614453971385956,
-0.004996480420231819,
-0.17879348993301392,
-0.48508474230766296,
0.7393956780433655,
-0.04808807373046875,
0.38577237725257874,
-0.03778117895126343,
-0.5613754987716675,
-0.1516101360321045,
0.028771309182047844,
0.6244754791259766,
0.6186664700508118,
0.007699381094425917,
-0.09233670681715012,
0.013995426706969738,
-0.6758835911750793,
-0.029040273278951645,
0.20900845527648926,
-0.43557077646255493,
0.38350433111190796,
0.2112998068332672,
0.9789416790008545,
0.3629419803619385,
-0.563834011554718,
0.19722694158554077,
-0.1899452805519104,
0.1773657202720642,
-0.736228883266449,
-0.46614930033683777,
-0.03850589692592621,
-0.025106269866228104,
0.6741884350776672,
-0.03424413874745369,
0.06354987621307373,
-0.4148564636707306,
0.0572623573243618,
0.01915845461189747,
-0.1661335974931717,
-0.5048208236694336,
0.5905014276504517,
-0.07623764872550964,
-0.03875373303890228,
0.3634956479072571,
-0.24996624886989594,
-0.38484081625938416,
0.2146294265985489,
0.363675981760025,
0.9381428956985474,
-0.33237889409065247,
0.1896064430475235,
0.9533471465110779,
0.3121258318424225,
-0.09263462573289871,
0.35920092463493347,
-0.2386726438999176,
-0.20617210865020752,
-0.5007296204566956,
-0.8183139562606812,
-0.33394384384155273,
0.12273374944925308,
-0.6819026470184326,
0.22801925241947174,
-0.08767084032297134,
0.15408271551132202,
0.010214767418801785,
0.019623801112174988,
-0.5457351207733154,
-0.2657271921634674,
-0.49883875250816345,
0.8352625966072083,
-0.7296816110610962,
0.8663105964660645,
0.6400859355926514,
-0.9500612020492554,
-0.5973601937294006,
-0.01406063325703144,
-0.18634934723377228,
-0.9756399989128113,
0.45381808280944824,
-0.12408225983381271,
0.3859747350215912,
0.09331859648227692,
-0.3630203902721405,
-0.9694642424583435,
1.0685399770736694,
0.3305659890174866,
-0.3576992154121399,
0.07009921222925186,
0.2851846516132355,
0.7103455662727356,
0.015901464968919754,
0.22317658364772797,
0.6621511578559875,
0.6567069888114929,
0.13624455034732819,
-0.9271384477615356,
0.07764238864183426,
-0.7053137421607971,
0.13656120002269745,
0.008915279991924763,
-0.6593369841575623,
0.7512542605400085,
-0.04814104363322258,
-0.15044106543064117,
0.44410058856010437,
0.7545946836471558,
0.31341907382011414,
-0.08552993834018707,
0.11821169406175613,
0.7507155537605286,
0.7915584444999695,
-0.12982037663459778,
1.070081353187561,
-0.05834342539310455,
0.24884071946144104,
0.9807166457176208,
-0.07425612211227417,
1.092081904411316,
0.7433562278747559,
-0.3821164667606354,
0.5548117160797119,
0.7056103944778442,
0.05105214565992355,
0.5761831998825073,
-0.054864175617694855,
0.0084834024310112,
0.13825052976608276,
-0.3649689257144928,
-0.513060986995697,
0.4462273418903351,
0.21448151767253876,
-0.2088804692029953,
-0.32241445779800415,
0.3022795617580414,
0.4552950859069824,
0.11740821599960327,
-0.12946370244026184,
0.9181674718856812,
0.0709647685289383,
-0.7846950888633728,
0.9709605574607849,
-0.4181324243545532,
0.6533997654914856,
-0.7226027250289917,
0.12169352173805237,
-0.4546153247356415,
0.21378275752067566,
-0.14125896990299225,
-0.6593818664550781,
0.5542871952056885,
0.36669671535491943,
0.07560869306325912,
0.0015561949694529176,
0.4586912989616394,
-0.4498758614063263,
-0.5234234929084778,
0.1275709718465805,
0.10453075915575027,
0.3873458802700043,
0.22687704861164093,
-0.41874584555625916,
0.3741283416748047,
0.1582719385623932,
-0.23541969060897827,
0.4979071617126465,
0.3506346046924591,
-0.13221760094165802,
0.48681512475013733,
0.5319836139678955,
0.1714533120393753,
0.16530101001262665,
-0.15968522429466248,
0.6402773261070251,
-0.8796469569206238,
-0.5859305262565613,
-0.5772548317909241,
0.5871729254722595,
-0.38993188738822937,
-0.5512537956237793,
1.0201163291931152,
0.560903787612915,
0.6539895534515381,
0.03833366557955742,
0.89618319272995,
-0.22078998386859894,
0.4857868254184723,
-0.21318471431732178,
0.5779732465744019,
-0.6280835866928101,
0.023051319643855095,
-0.19937001168727875,
-0.6707456111907959,
-0.010243162512779236,
0.5554696917533875,
-0.10022997856140137,
-0.18421801924705505,
0.8525243401527405,
0.3599756360054016,
0.13080093264579773,
0.21579167246818542,
0.1805422306060791,
0.4150594472885132,
0.31325775384902954,
0.4567030072212219,
0.5125110745429993,
-1.1188093423843384,
0.9170112013816833,
-0.24719524383544922,
-0.015292234718799591,
-0.312867134809494,
-0.707408607006073,
-0.5745334625244141,
-1.170341968536377,
-0.22720402479171753,
-0.4324803352355957,
-0.25337687134742737,
0.7826622724533081,
0.12440160661935806,
-0.9138122797012329,
-0.3418530523777008,
-0.056893348693847656,
0.03219446912407875,
-0.25863856077194214,
-0.18805371224880219,
0.5571925044059753,
-0.30133575201034546,
-1.002937912940979,
0.30470356345176697,
-0.025770826265215874,
-0.08529426157474518,
-0.3038500249385834,
0.10327547788619995,
-0.4380122423171997,
-0.19150863587856293,
0.4984399378299713,
0.38464653491973877,
-0.4643779397010803,
0.03209369257092476,
0.06516418606042862,
-0.2703869044780731,
0.13471810519695282,
0.4049628973007202,
-0.47844618558883667,
0.553647518157959,
0.7111329436302185,
1.0317411422729492,
0.5925706624984741,
-0.2910274565219879,
0.49935483932495117,
-0.6178312301635742,
0.20302657783031464,
-0.047943126410245895,
0.42223745584487915,
0.5926177501678467,
-0.17646341025829315,
0.8414227962493896,
0.2628052234649658,
-0.5415148138999939,
-1.0865216255187988,
-0.15128417313098907,
-0.9018526673316956,
-0.04700908064842224,
1.5003873109817505,
-0.04891866445541382,
-0.5979731678962708,
-0.1851709485054016,
-0.39101091027259827,
0.43914368748664856,
-0.39985448122024536,
0.9794031977653503,
0.6641796231269836,
0.4607555866241455,
0.25342562794685364,
-0.7144520878791809,
0.59376460313797,
0.6350964903831482,
-1.0275449752807617,
0.0941784605383873,
0.2987178564071655,
0.08021663874387741,
0.5996096134185791,
0.7303836941719055,
-0.3573012948036194,
0.29440242052078247,
-0.1346394419670105,
0.0690530389547348,
0.2826659083366394,
0.01869630068540573,
-0.46170222759246826,
-0.08817870169878006,
-0.018219413235783577,
-0.47947973012924194
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
DataProvenanceInitiative/flan2021_submix_original | DataProvenanceInitiative | 2023-10-16T17:30:45Z | 373 | 0 | null | [
"region:us"
] | 2023-10-16T17:30:45Z | 2023-10-16T17:28:22.000Z | 2023-10-16T17:28:22 | ---
dataset_info:
features:
- name: inputs
dtype: string
- name: targets
dtype: string
- name: task_source
dtype: string
- name: task_name
dtype: string
- name: template_type
dtype: string
splits:
- name: train
num_bytes: 8988026240
num_examples: 5362361
download_size: 5486287486
dataset_size: 8988026240
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
---
# Dataset Card for "flan2021_submix_original"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.8093397617340088,
-0.2003016620874405,
-0.08049443364143372,
0.20222538709640503,
-0.30951541662216187,
-0.08047724515199661,
0.34690967202186584,
-0.048681970685720444,
1.1547154188156128,
0.6907422542572021,
-1.1364318132400513,
-0.4017723500728607,
-0.5034852623939514,
-0.16375231742858887,
-0.3371985852718353,
1.3569107055664062,
-0.03321238234639168,
0.03622784838080406,
-0.6176652312278748,
-0.24308329820632935,
-0.02837870456278324,
-0.43213388323783875,
-0.7319000959396362,
-0.5323762893676758,
1.0331308841705322,
0.8021559715270996,
0.5641021132469177,
0.5105657577514648,
0.8186222910881042,
0.1579141616821289,
0.23803597688674927,
-0.10747742652893066,
-0.5085748434066772,
-0.3222010135650635,
-0.3205513060092926,
-0.3372020423412323,
-1.0863054990768433,
-0.013314802199602127,
0.6396607160568237,
0.6616592407226562,
-0.036735303699970245,
0.8533076047897339,
-0.2391722947359085,
0.7040281891822815,
-0.46315497159957886,
0.4329366683959961,
-0.24082741141319275,
0.1893979161977768,
-0.5816770195960999,
-0.3160231411457062,
0.3524543046951294,
-0.34581315517425537,
-0.15767937898635864,
-1.1729873418807983,
0.3869042694568634,
-0.012952368706464767,
0.8442391753196716,
0.07382045686244965,
-0.05255066975951195,
-0.12333283573389053,
-0.780580461025238,
0.17088423669338226,
-0.43165406584739685,
0.2708488702774048,
0.4967193603515625,
0.33631500601768494,
-0.2690078616142273,
-0.7390872240066528,
-0.33223849534988403,
0.3072069585323334,
-0.08140970021486282,
0.23419909179210663,
0.027632396668195724,
-0.21838632225990295,
0.37526118755340576,
0.9415063261985779,
-0.6475495100021362,
-0.2971632778644562,
-0.6527310609817505,
-0.25497591495513916,
0.9348433017730713,
0.15223146975040436,
0.2696598172187805,
0.07299934327602386,
-0.42140448093414307,
-0.042564235627651215,
-0.4840885102748871,
-0.14787650108337402,
0.4166492521762848,
0.3551235795021057,
-0.9736068248748779,
0.5741699934005737,
-0.17263035476207733,
0.13367226719856262,
-0.008001663722097874,
0.3581467568874359,
0.6319060921669006,
-0.44679325819015503,
-0.24983039498329163,
0.045730385929346085,
0.4383948743343353,
0.22318921983242035,
0.5346144437789917,
0.41147345304489136,
-0.1900056004524231,
-0.2465445101261139,
-0.1321738362312317,
-0.8497104644775391,
-0.8758249878883362,
0.263089120388031,
-0.6404529213905334,
-0.17801935970783234,
0.754828155040741,
-1.2098796367645264,
-0.7237064242362976,
-0.525576114654541,
0.1045408546924591,
0.16897377371788025,
-0.9968466758728027,
-0.22211112082004547,
-0.37760868668556213,
0.32629433274269104,
0.2666217088699341,
-0.7461692690849304,
0.5393493175506592,
0.8398416042327881,
0.5693574547767639,
0.201822429895401,
-0.4023161232471466,
-0.7679776549339294,
0.06667332351207733,
-0.13159985840320587,
0.8875897526741028,
-0.4334332048892975,
-0.5990278720855713,
-0.018451020121574402,
0.44003987312316895,
-0.15053650736808777,
-0.38394832611083984,
0.6893696188926697,
-0.3877048194408417,
-0.12563881278038025,
-0.7311161756515503,
-0.6542789936065674,
0.14470018446445465,
-0.14757458865642548,
-1.103286623954773,
0.9153481721878052,
0.4844309091567993,
-0.8865858912467957,
0.5223152041435242,
-1.206258773803711,
-0.41406455636024475,
0.6535080671310425,
0.017056679353117943,
-0.42120030522346497,
0.306369423866272,
-0.026869112625718117,
0.06392235308885574,
-0.009015900082886219,
0.15047013759613037,
-0.5470409989356995,
-0.2693368196487427,
-0.05689317733049393,
0.04259592667222023,
0.8986532688140869,
0.48903805017471313,
0.34597358107566833,
0.3188810348510742,
-0.8728823661804199,
-0.4690724313259125,
0.4739508032798767,
-0.09801655262708664,
-0.411234974861145,
-0.5863663554191589,
0.1680736094713211,
-0.18715451657772064,
0.5023567080497742,
-0.6510335206985474,
0.3948409855365753,
0.033788811415433884,
-0.35538265109062195,
0.597733199596405,
0.31298306584358215,
0.34860581159591675,
-0.5729063749313354,
0.7746069431304932,
0.19287048280239105,
0.6199289560317993,
-0.04029954969882965,
-0.5513534545898438,
-1.0215108394622803,
-0.1263856738805771,
0.7524970769882202,
0.7447850108146667,
-0.5684306621551514,
0.4589899480342865,
-0.3433232307434082,
-0.7034986019134521,
-0.2197730541229248,
0.4358217418193817,
-0.011592298746109009,
0.032237958163022995,
0.29058924317359924,
-0.39921727776527405,
-1.1899913549423218,
-0.949867844581604,
0.2137225717306137,
0.16639162600040436,
0.017467161640524864,
0.20182085037231445,
1.0058908462524414,
-0.5661100745201111,
0.8198212385177612,
-0.7026069760322571,
-0.5550348162651062,
-0.23788361251354218,
-0.0014499337412416935,
0.1842121183872223,
0.974502682685852,
1.0323365926742554,
-0.8044554591178894,
-0.35587623715400696,
-0.38977059721946716,
-0.4894278347492218,
-0.16448596119880676,
0.05491073802113533,
-0.6847280263900757,
0.0632350817322731,
0.1256975382566452,
-0.3315589725971222,
0.865585207939148,
0.7221629619598389,
-0.4801695644855499,
0.018885018303990364,
-0.06585424393415451,
0.30564579367637634,
-1.3207505941390991,
0.3967834711074829,
-0.12270215898752213,
-0.2037658542394638,
-0.3709014356136322,
0.12537357211112976,
-0.09079675376415253,
-0.11558958142995834,
-0.18031029403209686,
0.6362116932868958,
-0.37291383743286133,
-0.12323517352342606,
-0.20281532406806946,
-0.2308271825313568,
-0.21157068014144897,
0.2754340171813965,
0.22717808187007904,
0.3767663240432739,
0.8166354894638062,
-0.2957642674446106,
0.9115525484085083,
0.46013715863227844,
-0.019561532884836197,
0.7479901313781738,
-0.6021489500999451,
0.13617128133773804,
-0.2528345584869385,
0.49430108070373535,
-0.6397427320480347,
-0.5828486084938049,
0.4780258536338806,
-0.22450321912765503,
0.22910140454769135,
-0.5006111264228821,
-0.3574766516685486,
-0.7251436114311218,
-0.32781535387039185,
0.6494446992874146,
0.5517615675926208,
-0.7069839835166931,
0.6767702698707581,
0.5125604867935181,
-0.1675562709569931,
0.04947726055979729,
-1.1369996070861816,
-0.07155844569206238,
-0.11168693006038666,
-0.209768608212471,
0.20618221163749695,
-0.3108174800872803,
-0.02682502195239067,
-0.140970379114151,
0.1515609174966812,
-0.05259476602077484,
-0.41609957814216614,
0.43840572237968445,
0.030881213024258614,
-0.4833736717700958,
-0.07068683952093124,
0.017541429027915,
-0.6852881908416748,
-0.10571205615997314,
-0.03952312842011452,
0.4133235812187195,
-0.0009402321302331984,
-0.04551200196146965,
-0.4137445390224457,
0.8512353301048279,
0.3997436463832855,
-0.3773769438266754,
0.7158533930778503,
0.9973412156105042,
-0.8244660496711731,
-0.09823600947856903,
-0.4559219777584076,
-0.14395084977149963,
-0.4544280469417572,
-0.16994179785251617,
-0.40655848383903503,
-0.46350523829460144,
0.7776932120323181,
0.0751442089676857,
0.051240768283605576,
0.6699774265289307,
0.3669551908969879,
0.008561414666473866,
0.5350765585899353,
0.6685773730278015,
-0.13497702777385712,
0.6511343717575073,
-0.40198859572410583,
-0.22149424254894257,
-0.5401350855827332,
-0.35882773995399475,
-0.2578014135360718,
-0.4304795265197754,
-0.4710395634174347,
-0.39448171854019165,
-0.13979026675224304,
-0.0443357452750206,
-0.2088346630334854,
0.6718875169754028,
-0.21981845796108246,
0.21603868901729584,
0.947982907295227,
0.10602574050426483,
0.08549799770116806,
0.1056869775056839,
0.15799160301685333,
0.06794010102748871,
-0.8260322213172913,
-0.1004706397652626,
0.9395883083343506,
0.5032541751861572,
0.9977784752845764,
0.22983181476593018,
1.0493733882904053,
0.48406368494033813,
0.5928668975830078,
-0.19812539219856262,
0.43188226222991943,
-0.281083881855011,
-0.6042906045913696,
0.1142188087105751,
-0.4089585244655609,
-0.9094592332839966,
-0.36690935492515564,
-0.40702658891677856,
-0.2952193021774292,
0.6451863646507263,
0.4525291621685028,
-0.13757498562335968,
0.5135888457298279,
-0.5964788794517517,
1.1230618953704834,
-0.04415861517190933,
-0.054993513971567154,
0.07912635803222656,
-0.49639892578125,
0.40823230147361755,
-0.024529628455638885,
0.249873086810112,
-0.1851901262998581,
-0.09014087170362473,
0.9565696120262146,
-0.8296554684638977,
1.0062437057495117,
-0.6976675391197205,
-0.1609194576740265,
0.3792528212070465,
-0.01427688729017973,
0.11057861894369125,
0.4951036870479584,
-0.013628602027893066,
0.06218468397855759,
0.5266345143318176,
-0.6004688739776611,
-0.3851054310798645,
1.1132721900939941,
-0.6317577362060547,
0.06333108991384506,
-0.5062358975410461,
-0.41187912225723267,
0.005101675633341074,
0.2815203368663788,
0.31339696049690247,
0.8039098978042603,
-0.3252553343772888,
0.14001905918121338,
0.5697635412216187,
0.22688905894756317,
0.2557356655597687,
0.38303089141845703,
-0.669693112373352,
-0.6366336345672607,
1.1370989084243774,
0.15225274860858917,
-0.3398052752017975,
0.49980640411376953,
0.6375460624694824,
-0.19497168064117432,
-0.2469063401222229,
-0.6073628664016724,
0.22027826309204102,
-0.43445467948913574,
-0.47597089409828186,
-0.35402894020080566,
-0.4433157444000244,
-0.610682487487793,
-0.19183261692523956,
-0.5350066423416138,
-0.4828603267669678,
-0.5926595330238342,
-0.46962782740592957,
0.9836819767951965,
0.7289705276489258,
-0.8485928177833557,
0.34194377064704895,
-0.9990090727806091,
0.5618427991867065,
0.15767504274845123,
0.8200748562812805,
-0.3273622393608093,
-0.5521755218505859,
-0.2192978709936142,
0.36101827025413513,
0.39860954880714417,
-0.466072142124176,
-0.13663342595100403,
0.4186835289001465,
0.9314116835594177,
0.2616299092769623,
0.19690541923046112,
0.601364016532898,
0.16109776496887207,
0.7029334902763367,
0.06872562319040298,
-0.7583553194999695,
0.8846220374107361,
-0.37964770197868347,
0.5724614858627319,
1.0190669298171997,
0.5635530948638916,
-0.2374192178249359,
0.21121403574943542,
-0.9895516037940979,
-0.6730843782424927,
0.366194486618042,
0.14894288778305054,
0.16729818284511566,
0.4141843318939209,
0.4909161329269409,
0.347371906042099,
0.260844886302948,
-0.7393084168434143,
-0.7061009407043457,
-0.3421820402145386,
-0.5824975371360779,
0.056935083121061325,
-0.5126402974128723,
-0.2785056531429291,
-0.7703742980957031,
0.7333645224571228,
-0.06612499058246613,
0.34999263286590576,
0.2674538195133209,
0.26111558079719543,
-0.3878990709781647,
-0.2488832026720047,
0.9426004886627197,
0.4951625168323517,
-0.5683695077896118,
0.04381536319851875,
-0.07620326429605484,
-0.599361002445221,
-0.4077460467815399,
0.4376027286052704,
-0.07339361310005188,
-0.19627924263477325,
0.7993656992912292,
0.7665364742279053,
-0.07901140302419662,
-0.19990451633930206,
0.44498488306999207,
-0.15875540673732758,
-0.4561733901500702,
-0.7350979447364807,
0.14089062809944153,
0.01455354318022728,
-0.033732179552316666,
0.2192704826593399,
0.15083381533622742,
0.027987586334347725,
-0.4772889018058777,
0.6658383011817932,
-0.046312540769577026,
-0.6341924667358398,
-0.34801003336906433,
0.5499026775360107,
0.5710845589637756,
-0.5461093187332153,
0.5815359950065613,
-0.1359652727842331,
-0.4110105633735657,
0.6092851758003235,
0.19696997106075287,
0.7597387433052063,
-0.48826268315315247,
0.3605166971683502,
0.6405153274536133,
0.32980602979660034,
0.476549357175827,
0.9309229254722595,
-0.3246299922466278,
-0.5920025706291199,
0.22860798239707947,
-0.6101322770118713,
-0.18452678620815277,
-0.03869015350937843,
-0.9561784863471985,
0.1862742155790329,
-0.8928425312042236,
-0.05221595987677574,
-0.20679636299610138,
0.18794988095760345,
-0.7707138061523438,
0.3089912235736847,
0.4085308909416199,
1.624751329421997,
-0.9454420804977417,
0.9160292744636536,
0.8267871737480164,
-0.6012134552001953,
-0.5894503593444824,
-0.20673207938671112,
0.22917838394641876,
-0.6084678769111633,
-0.11713681370019913,
-0.16122061014175415,
0.10849953442811966,
-0.3043093979358673,
-0.6197541356086731,
-0.8649306893348694,
1.0651054382324219,
0.12913182377815247,
-0.701309084892273,
0.5789758563041687,
0.23243705928325653,
0.5424984693527222,
-0.7603693604469299,
0.022616297006607056,
0.6104423999786377,
0.9508544206619263,
0.4032731354236603,
-0.6899408102035522,
-0.0455327033996582,
-0.5871177911758423,
-0.20363342761993408,
0.22047264873981476,
-0.7061640620231628,
0.27144405245780945,
-0.015481210313737392,
0.06477998197078705,
0.30821889638900757,
0.9043077826499939,
0.010990418493747711,
0.5030972361564636,
0.7346071600914001,
0.45302897691726685,
0.5367683172225952,
-0.326864093542099,
0.8805480003356934,
0.1888696700334549,
0.5569792985916138,
1.2980389595031738,
-0.2282373160123825,
0.46671387553215027,
0.5594952702522278,
-0.04964955151081085,
0.4800705313682556,
0.7686945199966431,
-0.4448784291744232,
0.42136701941490173,
0.3484938144683838,
-0.0846950113773346,
-0.34184813499450684,
-0.11636566370725632,
-0.677013099193573,
0.28300294280052185,
0.38595274090766907,
-0.5473573803901672,
-0.02908426895737648,
0.1286429464817047,
0.08016777038574219,
-0.12391670048236847,
-0.5275477170944214,
0.7736324071884155,
0.02512684091925621,
-0.32189372181892395,
-0.0995766818523407,
-0.2530636787414551,
0.5557433366775513,
-1.0000855922698975,
-0.17369180917739868,
-0.5883955359458923,
0.3204141855239868,
-0.6695302128791809,
-0.8778324723243713,
0.8256330490112305,
-0.4830937683582306,
-0.21484562754631042,
-0.01881658472120762,
0.6085403561592102,
-0.5890923738479614,
-1.2074432373046875,
0.33447232842445374,
0.19055292010307312,
0.03291010856628418,
0.3414762020111084,
-1.2296693325042725,
0.47466620802879333,
0.06558338552713394,
-0.22198811173439026,
0.04604402184486389,
-0.09192152321338654,
0.14276887476444244,
0.539117157459259,
0.5612499117851257,
-0.0920204445719719,
-0.20952340960502625,
0.5331375002861023,
0.6491250395774841,
-0.4204241633415222,
-0.47322043776512146,
-0.25395217537879944,
0.5764224529266357,
-0.368651419878006,
-0.7693407535552979,
0.6395501494407654,
1.1451282501220703,
0.9100610613822937,
-0.4864824712276459,
0.7105762958526611,
-0.3794417381286621,
0.605226993560791,
-0.2964684069156647,
0.5915131568908691,
-0.7961246967315674,
-0.17895430326461792,
-0.42200836539268494,
-0.7569210529327393,
-0.5946841835975647,
0.5746507048606873,
0.12689581513404846,
0.2846250832080841,
0.3186858594417572,
1.1097261905670166,
-0.5247880220413208,
0.44337543845176697,
0.12588128447532654,
-0.042692381888628006,
0.1532384306192398,
0.3973967730998993,
0.5436017513275146,
-0.6277273297309875,
0.1425272673368454,
-0.595088005065918,
-0.5807644724845886,
-0.14918747544288635,
-1.123565435409546,
-0.7375496029853821,
-0.824977457523346,
-0.9657905697822571,
-0.2234550416469574,
-0.2207564115524292,
0.9894877076148987,
1.0585829019546509,
-1.439205288887024,
-0.13818219304084778,
-0.23485122621059418,
0.12323926389217377,
-0.13340549170970917,
-0.24205301702022552,
0.4402582049369812,
0.7654825448989868,
-0.637189507484436,
0.028269106522202492,
-0.03163818269968033,
0.5219612121582031,
-0.35074710845947266,
0.026865147054195404,
-0.38618332147598267,
0.20689332485198975,
0.1349211484193802,
0.6419379711151123,
-0.16951876878738403,
-0.33755970001220703,
-0.7145813703536987,
0.17391987144947052,
-0.10643547773361206,
1.4270154237747192,
-0.23972952365875244,
0.011287568137049675,
0.8631632924079895,
0.24026088416576385,
0.5104740262031555,
0.21233606338500977,
0.7413262128829956,
-0.630560576915741,
0.2632468640804291,
-0.23197486996650696,
0.7019813656806946,
0.2162175178527832,
-0.5071091055870056,
0.9117082953453064,
0.6510021686553955,
-0.32026001811027527,
-0.4902837872505188,
0.09923432767391205,
-1.5006392002105713,
0.2985072731971741,
0.9438860416412354,
-0.012039410881698132,
-0.3362825810909271,
-0.11933473497629166,
-0.5240970253944397,
0.05237942188978195,
-0.5601173043251038,
-0.30287301540374756,
0.20571883022785187,
0.0237148255109787,
-0.5704007744789124,
-0.019713962450623512,
0.5846182703971863,
-0.2099422663450241,
-0.9595941305160522,
0.11110401153564453,
0.23603366315364838,
0.3527371287345886,
0.14146913588047028,
0.6900695562362671,
-0.12745213508605957,
0.13834384083747864,
0.6501900553703308,
0.20633719861507416,
-0.4870870113372803,
-0.586369514465332,
-0.11248938739299774,
-0.005012779962271452,
-0.37917041778564453,
-0.4183337390422821
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
sentence-transformers/reddit-title-body | sentence-transformers | 2021-10-19T09:20:35Z | 372 | 8 | null | [
"region:us"
] | 2021-10-19T09:20:35Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | # Reddit (Title, Body)-Pairs
This dataset contains jsonl-Files about (title, body) pairs from Reddit. Each line is a JSON object of the following format:
```
{'title': 'The title of a thread', 'body': 'The longer body of the thread', 'subreddit': 'subreddit_name'}
```
The 2021 file contains submissions up until including 2021-06. Entries in the respective files are shuffled on a monthly basis.
The data has been filtered for:
- Remove threads with an upvote_ratio < 0.5
- Only include threads with a title more than 25 characters and bodies with `len(title)+25 < len(body) < 4096`
- Only keep threads with at least 3 comments or at least 3 upvotes.
## Overview
| File | Lines |
| --- | :---: |
| reddit_title_text_2010.jsonl.gz | 431,782
| reddit_title_text_2011.jsonl.gz | 1,673,264
| reddit_title_text_2012.jsonl.gz | 3,727,526
| reddit_title_text_2013.jsonl.gz | 5,713,956
| reddit_title_text_2014.jsonl.gz | 8,538,976
| reddit_title_text_2015.jsonl.gz | 11,064,453
| reddit_title_text_2016.jsonl.gz | 12,224,789
| reddit_title_text_2017.jsonl.gz | 13,558,139
| reddit_title_text_2018.jsonl.gz | 15,552,110
| reddit_title_text_2019.jsonl.gz | 19,224,970
| reddit_title_text_2020.jsonl.gz | 23,030,988
| reddit_title_text_2021.jsonl.gz | 12,704,958
Note: The data comes from [Pushshift](https://files.pushshift.io/reddit/). Please have a look at the respective license of Reddit and Pushshift before using the data.
Be aware that this dataset is not filtered for biases, hate-speech, spam, racial slurm etc. It depicts the content as it is posted on Reddit. | [
-0.5093899965286255,
-0.7627379298210144,
0.5287752151489258,
0.22799591720104218,
-0.5162399411201477,
0.3185868561267853,
-0.25930431485176086,
-0.23366300761699677,
0.5739923119544983,
0.8329935669898987,
-0.7794909477233887,
-0.8037247657775879,
-0.7368667125701904,
0.5282397866249084,
-0.5560512542724609,
1.319779634475708,
-0.12208680063486099,
-0.40547341108322144,
-0.2847588360309601,
-0.13361072540283203,
-0.30348482728004456,
-0.4333011209964752,
-0.3636190891265869,
-0.20596835017204285,
0.7518544793128967,
0.35208359360694885,
0.6858129501342773,
0.7440186738967896,
0.8424651622772217,
0.22952061891555786,
0.09155745804309845,
0.20275412499904633,
-0.527132511138916,
-0.07464860379695892,
-0.05546011030673981,
-0.16091583669185638,
-0.6354616284370422,
0.019239449873566628,
0.43867629766464233,
0.5698078274726868,
0.11499492079019547,
0.684650182723999,
-0.07449869811534882,
1.224612832069397,
-0.5940583944320679,
0.13762301206588745,
-0.3918566107749939,
-0.004721350502222776,
-0.3146807551383972,
-0.29423198103904724,
0.1807183176279068,
-0.5468959212303162,
-0.2400461882352829,
-0.5566418766975403,
0.21108725666999817,
0.29338058829307556,
1.100746512413025,
-0.03215155377984047,
-0.25144198536872864,
-0.2021303027868271,
-0.369692862033844,
0.9197092056274414,
-0.8056792616844177,
0.5726662278175354,
0.5657318234443665,
-0.008308821357786655,
0.02488241158425808,
-0.4485896825790405,
-0.5757246017456055,
0.3375481963157654,
-0.5972450971603394,
0.04523811489343643,
-0.13726159930229187,
-0.37328222393989563,
0.18154913187026978,
0.4777258038520813,
-1.0363901853561401,
-0.633630096912384,
-0.9218299984931946,
0.04706192389130592,
1.0374778509140015,
0.266200453042984,
0.4215998649597168,
-0.3879201114177704,
-0.14304962754249573,
-0.14897726476192474,
-0.6930921673774719,
0.018915070220828056,
0.7087485194206238,
0.6537169814109802,
-0.7854916453361511,
0.8526940941810608,
-0.27591970562934875,
0.841522216796875,
0.2841356098651886,
-0.09876023977994919,
0.44476139545440674,
-0.9157230854034424,
-0.07257799059152603,
-0.38849419355392456,
1.1424192190170288,
1.111221194267273,
0.3751371502876282,
-0.12980464100837708,
0.3509385883808136,
-0.25300347805023193,
0.20920203626155853,
-0.6609137654304504,
-0.3335844576358795,
0.4152100086212158,
-0.8434228897094727,
-0.3790326714515686,
0.5456278920173645,
-0.9222981929779053,
-0.6506267189979553,
-0.33237385749816895,
-0.2625869810581207,
0.10085035860538483,
-0.6322385668754578,
0.15771429240703583,
-0.34668585658073425,
0.09176834672689438,
-0.041209589689970016,
-0.7421030402183533,
0.4026169180870056,
0.7192633152008057,
0.7500070929527283,
-0.17810118198394775,
-0.35102415084838867,
0.3409585654735565,
-0.15618234872817993,
-0.09215851873159409,
0.9179908037185669,
-0.48433607816696167,
-0.31688162684440613,
-0.07367304712533951,
0.7039670348167419,
0.07146373391151428,
-0.5656564831733704,
0.6463285684585571,
-0.7137601375579834,
-0.03979271650314331,
-0.5330502986907959,
-0.4096532464027405,
-0.07204650342464447,
0.2689999043941498,
-0.7691647410392761,
0.6134201288223267,
0.19600500166416168,
-1.1351522207260132,
0.46066224575042725,
-0.6552324295043945,
-0.49558374285697937,
-0.15714962780475616,
0.10856794565916061,
-0.44435736536979675,
-0.27815207839012146,
0.1788308322429657,
0.5032987594604492,
-0.2975962460041046,
-0.05133569613099098,
-0.42339178919792175,
-0.41816067695617676,
0.3461669385433197,
0.30048054456710815,
0.7626966834068298,
0.15475016832351685,
0.31831249594688416,
0.09272517263889313,
-0.7729122638702393,
-0.12273307889699936,
0.2612602412700653,
-0.3501957058906555,
-0.39397746324539185,
-0.043773625046014786,
0.09380989521741867,
0.017684806138277054,
0.34988996386528015,
-0.7609165906906128,
0.2705814838409424,
-0.1753290742635727,
0.5535670518875122,
0.4859914779663086,
0.37494367361068726,
0.4701589345932007,
-0.45574238896369934,
0.5695090889930725,
0.2146579474210739,
0.28061285614967346,
0.16417647898197174,
-0.4867018759250641,
-0.570260763168335,
0.17823371291160583,
-0.048310402780771255,
0.5657364726066589,
-0.3025258183479309,
0.7743885517120361,
-0.24651122093200684,
-0.5410395860671997,
-0.7644345164299011,
0.2592935562133789,
0.21963129937648773,
0.5139452815055847,
0.3807182312011719,
-0.02058769017457962,
-1.088880181312561,
-1.080902099609375,
-0.6261692643165588,
-0.18106861412525177,
0.173688143491745,
0.39285027980804443,
0.6281798481941223,
-0.22107239067554474,
0.8744025230407715,
-0.7324823141098022,
-0.20996929705142975,
0.015435511246323586,
0.26751720905303955,
0.7041206359863281,
0.29025352001190186,
0.5568833947181702,
-0.9162710309028625,
-0.882407546043396,
-0.09277517348527908,
-0.8734273314476013,
-0.25559601187705994,
-0.03174605965614319,
-0.36962246894836426,
-0.018269971013069153,
0.3321615159511566,
-0.5005689263343811,
0.23486721515655518,
0.690767765045166,
-0.8030160069465637,
0.42469415068626404,
0.1446007937192917,
0.7452936172485352,
-1.0996649265289307,
0.18813885748386383,
0.16698703169822693,
-0.39113447070121765,
-0.23789554834365845,
-0.17733807861804962,
0.13767577707767487,
0.12136002629995346,
-0.4386116862297058,
0.5516239404678345,
-0.46048974990844727,
0.02577739767730236,
-0.185728058218956,
0.11026205122470856,
0.15387554466724396,
0.3882553279399872,
-0.1751376837491989,
0.7892554998397827,
0.408788800239563,
-0.17795121669769287,
0.6329145431518555,
0.1227288469672203,
-0.2804863154888153,
0.4443255364894867,
-0.6550877094268799,
0.08380857855081558,
-0.08981586247682571,
0.06674852967262268,
-0.886718213558197,
-0.2843918204307556,
0.4750654399394989,
-0.6428838968276978,
-0.1986783742904663,
-0.3994324803352356,
-0.47860416769981384,
-0.5919761061668396,
-0.7464359402656555,
0.4586023688316345,
0.44931453466415405,
0.07097424566745758,
0.11664862185716629,
0.6857178807258606,
-0.1492067277431488,
-0.5714305639266968,
-0.7281281352043152,
-0.11377613991498947,
-0.1530410647392273,
-0.40112295746803284,
0.09404421597719193,
-0.15473631024360657,
-0.3285132050514221,
0.6372211575508118,
0.34812939167022705,
-0.27827703952789307,
-0.21870383620262146,
0.5667453408241272,
0.05485372617840767,
0.176216721534729,
-0.3090425133705139,
-0.22257816791534424,
-0.0302848219871521,
0.12120454758405685,
0.15799881517887115,
0.8616339564323425,
-0.11937934160232544,
-0.27952587604522705,
-0.5018465518951416,
0.4824671745300293,
0.7722606062889099,
0.10850128531455994,
0.8310829401016235,
0.5453425049781799,
-0.09628840535879135,
0.13972674310207367,
-0.08012973517179489,
-0.28611186146736145,
-0.40559595823287964,
0.24097949266433716,
0.07661113142967224,
-0.9061135649681091,
0.7037600874900818,
0.6365567445755005,
0.4657967686653137,
0.8675379157066345,
0.4545666575431824,
-0.5010743141174316,
0.9718305468559265,
0.18914923071861267,
-0.1553034484386444,
0.3519117534160614,
-0.15178290009498596,
0.2631668746471405,
-0.8411114811897278,
-0.1730082780122757,
-0.1580485999584198,
-0.6274185180664062,
-0.6846767067909241,
-0.28330501914024353,
0.13146767020225525,
0.017295004799962044,
-0.3591077923774719,
0.5936494469642639,
-0.7272988557815552,
0.743694007396698,
0.49741414189338684,
0.1599249541759491,
0.38472995162010193,
-0.1720687747001648,
0.530486524105072,
-0.28884297609329224,
-0.11030546575784683,
-0.18627062439918518,
1.6608736515045166,
0.08910820633172989,
1.0578619241714478,
0.17447397112846375,
0.44181209802627563,
0.8217912912368774,
0.032431092113256454,
-0.478500097990036,
0.5100470781326294,
-0.22945229709148407,
-0.7507059574127197,
0.11612829566001892,
-0.46962323784828186,
-0.8002853393554688,
-0.21649549901485443,
-0.32683858275413513,
-0.3146672546863556,
-0.21459396183490753,
0.022714106366038322,
-0.2840029001235962,
0.5603113770484924,
-0.5316992998123169,
0.5728262662887573,
0.06970518827438354,
-0.13899174332618713,
-0.07302886992692947,
-0.7471396923065186,
0.5778904557228088,
-0.06609795987606049,
0.21293805539608002,
-0.29872649908065796,
0.173456072807312,
1.088175654411316,
-0.4364567995071411,
0.856468141078949,
0.00048776844050735235,
0.18129940330982208,
0.42334771156311035,
-0.36736905574798584,
0.3677653968334198,
0.16704875230789185,
0.17206896841526031,
0.3472670018672943,
0.016362419351935387,
-0.21457652747631073,
-0.4108331799507141,
0.9404940605163574,
-0.978686511516571,
-0.2099689394235611,
-0.2767341732978821,
-0.3510296940803528,
0.15426920354366302,
0.2748015224933624,
0.3281531035900116,
0.24411875009536743,
0.3165942132472992,
0.6377270221710205,
0.32482200860977173,
-0.09048955887556076,
0.2321830689907074,
0.42720985412597656,
-0.6417127847671509,
-0.5729417204856873,
0.607340931892395,
0.15658517181873322,
-0.25344565510749817,
0.2024933397769928,
0.07840584218502045,
-0.6648969650268555,
-0.4535143971443176,
-0.3183944523334503,
0.6040703654289246,
-0.41173475980758667,
-0.4138762056827545,
-0.7680637836456299,
-0.43773937225341797,
-0.7548555731773376,
-0.14214719831943512,
-0.4558970630168915,
-0.37609878182411194,
-0.447473406791687,
-0.1633041799068451,
1.002195954322815,
0.6963803768157959,
-0.15401631593704224,
0.09898233413696289,
-0.9297838807106018,
0.4470864236354828,
0.2791922986507416,
0.5666869878768921,
-0.22617021203041077,
-0.5303599834442139,
-0.3428938090801239,
0.06536327302455902,
-0.1265830248594284,
-0.8119305372238159,
0.4387768805027008,
-0.002819801215082407,
0.33036306500434875,
0.2095593959093094,
0.35225939750671387,
0.8638057112693787,
-0.21580086648464203,
0.9921838641166687,
0.10602171719074249,
-0.39172646403312683,
0.6178213953971863,
-0.5937092304229736,
0.3609117269515991,
0.7712129950523376,
0.2797342538833618,
-0.8331654071807861,
-0.7951910495758057,
-0.7336591482162476,
-0.9289792776107788,
0.5878881812095642,
0.25234976410865784,
0.047563403844833374,
0.044036656618118286,
0.5047471523284912,
0.12828832864761353,
0.3428635597229004,
-0.7210965156555176,
-0.7224646806716919,
-0.10537321865558624,
-0.33192193508148193,
0.393344908952713,
-0.23138776421546936,
-0.563845694065094,
-0.5322239995002747,
0.697381317615509,
0.20890866219997406,
0.38613760471343994,
0.1788790225982666,
-0.04345628619194031,
-0.3307133913040161,
0.10399039834737778,
0.8058410882949829,
0.8464030027389526,
-0.5200616121292114,
0.15915615856647491,
-0.2841797471046448,
-0.5298488140106201,
-0.24850255250930786,
-0.007510424591600895,
-0.0126692745834589,
-0.14851079881191254,
0.6690871119499207,
0.5892055630683899,
-0.03167377784848213,
-0.7425690293312073,
0.44722476601600647,
-0.4112365245819092,
-0.09890668094158173,
-0.37954550981521606,
-0.054702360183000565,
0.16648684442043304,
0.5082470178604126,
0.3892870545387268,
0.07184652984142303,
0.02724902704358101,
-0.3869746923446655,
0.40313324332237244,
0.18855397403240204,
-0.1303275227546692,
-0.7541248798370361,
0.5234193205833435,
0.13116027414798737,
-0.25197139382362366,
0.3392166495323181,
-0.3189680278301239,
-0.38840293884277344,
0.6587669253349304,
0.21167629957199097,
0.8122255802154541,
0.497976154088974,
-0.017224496230483055,
0.8533316254615784,
0.1354045569896698,
0.17420119047164917,
0.77740478515625,
0.1228569969534874,
-0.8784638047218323,
-0.18464240431785583,
-0.9111260771751404,
-0.22348158061504364,
0.5015164613723755,
-0.6309357285499573,
0.215530663728714,
-0.5064886212348938,
-0.3905556797981262,
-0.08742278814315796,
0.28977563977241516,
-0.4855945110321045,
-0.06844763457775116,
-0.06253387778997421,
0.5781083106994629,
-1.306014060974121,
0.4167787432670593,
1.089047908782959,
-0.2730216979980469,
-0.6536604166030884,
-0.31451985239982605,
0.22139422595500946,
-0.7266526818275452,
0.4759913384914398,
-0.3244498372077942,
0.07372021675109863,
-0.21986883878707886,
-0.7064887881278992,
-0.8710629940032959,
0.9220859408378601,
-0.12209183722734451,
-0.3987182080745697,
0.2706696391105652,
0.13735784590244293,
0.43686196208000183,
-0.20178061723709106,
0.030615748837590218,
0.35746118426322937,
0.7286144495010376,
-0.12941186130046844,
-0.7577124834060669,
0.07121080160140991,
-0.5142109394073486,
-0.49219420552253723,
0.4020642638206482,
-0.8822168111801147,
1.2003768682479858,
0.049625467509031296,
-0.24598528444766998,
-0.1415558159351349,
0.40880241990089417,
0.5981619358062744,
0.08328694105148315,
0.6248162984848022,
0.726959228515625,
0.36626002192497253,
-0.2934167683124542,
0.8135616183280945,
-0.5369689464569092,
1.1460366249084473,
0.8760337233543396,
-0.051992498338222504,
0.6150043606758118,
0.776695728302002,
-0.5511548519134521,
0.5838935971260071,
0.7585815191268921,
-0.2562014162540436,
0.6138013601303101,
-0.4224836528301239,
0.08137322217226028,
-0.1221269816160202,
-0.019892025738954544,
-0.5723892450332642,
0.43259623646736145,
-0.12419010698795319,
-0.79095458984375,
-0.3193935751914978,
-0.3379068374633789,
0.5053888559341431,
0.09392964839935303,
-0.2371797263622284,
0.7101529240608215,
-0.21186242997646332,
-0.42092812061309814,
0.43079090118408203,
-0.27300068736076355,
0.8565497398376465,
-0.38402387499809265,
0.028209131211042404,
-0.33851975202560425,
0.1854097694158554,
-0.44536107778549194,
-1.4698768854141235,
0.7894396185874939,
0.33403444290161133,
-0.6456042528152466,
-0.3920389413833618,
0.9796320199966431,
-0.43321821093559265,
-0.776721179485321,
0.22343267500400543,
0.4780372977256775,
0.1161070317029953,
0.00004883439760305919,
-0.8336970806121826,
0.24633336067199707,
0.0003287796280346811,
-0.5110501646995544,
0.23700015246868134,
-0.02464338019490242,
0.32649049162864685,
0.46980050206184387,
0.8849695920944214,
0.3417810797691345,
0.019211774691939354,
-0.3053235411643982,
0.915447473526001,
-1.074367642402649,
-0.48072370886802673,
-1.0201691389083862,
0.5677187442779541,
-0.4556395411491394,
-0.45331743359565735,
0.838916003704071,
0.8429579138755798,
0.552838146686554,
-0.16178971529006958,
0.8019548058509827,
-0.5544682145118713,
1.0377823114395142,
-0.4196005165576935,
1.2596840858459473,
-1.0252574682235718,
-0.18771658837795258,
-0.08183885365724564,
-0.47374802827835083,
-0.4198078215122223,
0.37896963953971863,
-0.0038808262906968594,
-0.2058742493391037,
0.4841303825378418,
0.8386796712875366,
0.039076775312423706,
0.08389358222484589,
0.08529475331306458,
0.11717897653579712,
0.12407807260751724,
0.3644166588783264,
0.7732966542243958,
-0.5222886204719543,
0.228281170129776,
-0.5730312466621399,
0.09045443683862686,
-0.33740660548210144,
-0.7949634790420532,
-0.9012608528137207,
-0.691240668296814,
-0.3140206038951874,
-0.42551419138908386,
-0.17509599030017853,
0.7982180714607239,
0.9647572040557861,
-1.0272958278656006,
-0.2341635674238205,
0.06071033328771591,
0.3683423101902008,
-0.07598475366830826,
-0.4141828715801239,
0.3158031702041626,
0.31135672330856323,
-0.695200502872467,
0.24368152022361755,
0.07683248817920685,
-0.1690761297941208,
-0.09030206501483917,
-0.1143006980419159,
-0.3947552740573883,
-0.2096632719039917,
0.5458824038505554,
0.5200948119163513,
-0.4967958629131317,
-0.3774828016757965,
-0.01322070974856615,
-0.053938232362270355,
0.34348490834236145,
0.6256886124610901,
-0.5700562596321106,
0.06038282439112663,
0.9641280174255371,
0.07968506217002869,
0.21935440599918365,
0.5123641490936279,
0.17243635654449463,
-1.016335129737854,
0.3440566956996918,
-0.002463549841195345,
0.38265734910964966,
0.29825568199157715,
-0.34056150913238525,
0.5146955251693726,
0.6130377054214478,
-0.8762965202331543,
-0.7676841616630554,
-0.04355241358280182,
-1.2987494468688965,
-0.2502058744430542,
1.3387278318405151,
0.01102911401540041,
-0.18017235398292542,
-0.20647598803043365,
-0.15123246610164642,
0.22067639231681824,
-0.8503743410110474,
0.6273506879806519,
0.7035521268844604,
-0.5155723094940186,
-0.538361132144928,
-0.3825150728225708,
0.42342609167099,
-0.3342679440975189,
-0.9509276151657104,
0.35484617948532104,
0.19919629395008087,
0.33816778659820557,
0.22057326138019562,
0.7100672125816345,
-0.2625187039375305,
-0.14773592352867126,
-0.35041573643684387,
-0.02168782614171505,
-0.027382371947169304,
-0.14864076673984528,
0.007294734939932823,
0.36679747700691223,
-0.4422663450241089,
-0.29050692915916443
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
lmqg/qag_zhquad | lmqg | 2023-11-07T19:15:25Z | 372 | 0 | null | [
"task_categories:text-generation",
"task_ids:language-modeling",
"multilinguality:monolingual",
"size_categories:10k<n<100K",
"source_datasets:lmqg/qag_zhquad",
"language:ja",
"license:cc-by-sa-4.0",
"question-generation",
"arxiv:2210.03992",
"region:us"
] | 2023-11-07T19:15:25Z | 2023-11-07T11:24:53.000Z | 2023-11-07T11:24:53 | ---
license: cc-by-sa-4.0
pretty_name: Chinese SQuAD for question generation
language: ja
multilinguality: monolingual
size_categories: 10k<n<100K
source_datasets: lmqg/qag_zhquad
task_categories:
- text-generation
task_ids:
- language-modeling
tags:
- question-generation
---
# Dataset Card for "lmqg/qag_zhquad"
## Dataset Description
- **Repository:** [https://github.com/asahi417/lm-question-generation](https://github.com/asahi417/lm-question-generation)
- **Paper:** [https://arxiv.org/abs/2210.03992](https://arxiv.org/abs/2210.03992)
- **Point of Contact:** [Asahi Ushio](http://asahiushio.com/)
### Dataset Summary
This is the question & answer generation dataset based on the [Chinese SQuAD](https://github.com/junzeng-pluto/ChineseSquad).
Please see the original repository ([https://github.com/junzeng-pluto/ChineseSquad](https://github.com/junzeng-pluto/ChineseSquad)) for more details.
### Supported Tasks and Leaderboards
* `question-answer-generation`: The dataset is assumed to be used to train a model for question & answer generation.
Success on this task is typically measured by achieving a high BLEU4/METEOR/ROUGE-L/BERTScore/MoverScore (see our paper for more in detail).
### Languages
Japanese (ja)
## Dataset Structure
An example of 'train' looks as follows.
```
```
The data fields are the same among all splits.
- `questions`: a `list` of `string` features.
- `answers`: a `list` of `string` features.
- `paragraph`: a `string` feature.
- `questions_answers`: a `string` feature.
## Data Splits
| train | validation | test |
|--------:|-----------:|-----:|
| 19097 | 2475 | 6664 |
## Citation Information
```
@inproceedings{ushio-etal-2022-generative,
title = "{G}enerative {L}anguage {M}odels for {P}aragraph-{L}evel {Q}uestion {G}eneration",
author = "Ushio, Asahi and
Alva-Manchego, Fernando and
Camacho-Collados, Jose",
booktitle = "Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing",
month = dec,
year = "2022",
address = "Abu Dhabi, U.A.E.",
publisher = "Association for Computational Linguistics",
}
``` | [
-0.46871763467788696,
-0.9793252348899841,
0.24544963240623474,
-0.016655495390295982,
-0.3054239749908447,
-0.12361166626214981,
-0.24344715476036072,
-0.11910652369260788,
0.021806757897138596,
0.38868898153305054,
-0.8060131669044495,
-0.6634958982467651,
-0.10307015478610992,
0.09954431653022766,
-0.10964110493659973,
1.1880300045013428,
-0.18552111089229584,
0.13579672574996948,
-0.4720548689365387,
-0.24085257947444916,
-0.23248422145843506,
-0.584689736366272,
-0.7009602785110474,
-0.3542197048664093,
0.33831340074539185,
0.5206775069236755,
0.6088699102401733,
0.4937463104724884,
0.3182830214500427,
0.23668062686920166,
-0.1078692227602005,
0.24955157935619354,
-0.27207785844802856,
0.1291637271642685,
0.1982688009738922,
-0.5650472044944763,
-0.5149494409561157,
-0.07838619500398636,
0.9025449752807617,
0.5871434807777405,
-0.20286208391189575,
0.4555789530277252,
0.09935251623392105,
0.4496036171913147,
-0.27285292744636536,
0.2642490565776825,
-0.446300208568573,
0.04161907359957695,
-0.2902446985244751,
-0.1049375832080841,
-0.11164073646068573,
-0.5283362865447998,
-0.3166445195674896,
-0.6530507206916809,
0.45822492241859436,
0.20361362397670746,
1.2541537284851074,
-0.0527079738676548,
-0.18446378409862518,
-0.2408139705657959,
-0.438494473695755,
0.7911177277565002,
-0.9437331557273865,
0.012170284055173397,
0.4601947069168091,
0.3452434837818146,
-0.15668854117393494,
-0.6100313067436218,
-0.8615617752075195,
0.08052016794681549,
-0.10407104343175888,
0.3363873064517975,
0.27759793400764465,
-0.051970310509204865,
0.5908713936805725,
0.5273954272270203,
-1.0752451419830322,
-0.054511405527591705,
-0.48258405923843384,
-0.1882196068763733,
1.0013699531555176,
0.4192841649055481,
0.2757982611656189,
-0.5418464541435242,
-0.2844447195529938,
-0.3756062388420105,
-0.5871425271034241,
0.3590376675128937,
0.41235995292663574,
0.31875482201576233,
-0.23159469664096832,
0.5454173684120178,
-0.4996442496776581,
0.5802271366119385,
-0.030225075781345367,
-0.021496396511793137,
0.5612044334411621,
-0.6971341371536255,
-0.11345351487398148,
-0.1638471633195877,
1.2052992582321167,
0.2612801790237427,
0.14550594985485077,
0.059058379381895065,
0.11477674543857574,
-0.3452690541744232,
-0.10209055244922638,
-0.9396424293518066,
-0.10567811131477356,
0.6794556379318237,
-0.21217884123325348,
-0.1414117068052292,
0.229410320520401,
-0.8382481336593628,
-0.003093551844358444,
0.08090840280056,
0.3983843922615051,
-0.37584254145622253,
-0.31381914019584656,
0.14274361729621887,
-0.11372770369052887,
0.7266001105308533,
-0.07029858231544495,
-0.7027392387390137,
-0.020500153303146362,
0.47609421610832214,
0.4667544960975647,
0.05006953701376915,
-0.4551759660243988,
-0.22535085678100586,
-0.08651963621377945,
-0.3297031819820404,
0.7183901071548462,
-0.11927125602960587,
-0.298478364944458,
-0.0008878993685357273,
0.12143184244632721,
-0.3670194745063782,
-0.5491039156913757,
0.8554802536964417,
-0.6325187683105469,
0.746353805065155,
-0.45731937885284424,
-0.692327618598938,
-0.25437673926353455,
0.37666425108909607,
-0.48974356055259705,
1.3172746896743774,
0.1937239170074463,
-0.9580722451210022,
0.21761876344680786,
-0.642119824886322,
-0.16802652180194855,
0.3169991672039032,
-0.26799601316452026,
-0.7611141204833984,
-0.4575941264629364,
0.3117179870605469,
0.4274412989616394,
-0.5662358403205872,
0.3549887239933014,
-0.2740379571914673,
-0.3116688132286072,
0.3244018852710724,
-0.11392837017774582,
1.1866294145584106,
0.30686160922050476,
-0.07485588639974594,
0.05863247811794281,
-0.9375901818275452,
0.546463131904602,
0.3676532506942749,
-0.5165517926216125,
-0.08306682109832764,
-0.020002497360110283,
-0.052035629749298096,
0.1204310804605484,
0.4130499064922333,
-0.5332629680633545,
0.10635946691036224,
-0.2578098773956299,
0.2166447788476944,
0.47046202421188354,
0.2944454252719879,
0.11878512799739838,
-0.4058924913406372,
0.8135244250297546,
0.16437941789627075,
0.1384029984474182,
-0.08316721767187119,
-0.5626004934310913,
-0.9576503038406372,
0.1500154435634613,
0.42799052596092224,
0.8495704531669617,
-1.1044505834579468,
0.8550260066986084,
-0.26316359639167786,
-0.6799806952476501,
-0.7078533172607422,
-0.03233436867594719,
0.5183215737342834,
0.6657981276512146,
0.48632124066352844,
0.04200507700443268,
-0.479550302028656,
-0.9508764147758484,
-0.05204743891954422,
-0.4849003851413727,
-0.021302931010723114,
0.31411027908325195,
0.4880811274051666,
0.094990573823452,
0.758801281452179,
-0.7132359147071838,
0.11622793972492218,
-0.41368553042411804,
0.21589846909046173,
0.39346152544021606,
0.6948466897010803,
0.36758002638816833,
-0.8457726836204529,
-0.4700341522693634,
-0.2794440984725952,
-0.9587306380271912,
-0.1596733182668686,
-0.15957847237586975,
-0.541732668876648,
0.01979002170264721,
0.36134254932403564,
-0.6855247616767883,
0.1433705985546112,
0.1110512986779213,
-0.5058085322380066,
0.5967271327972412,
0.07611901313066483,
0.3843671977519989,
-1.5172795057296753,
0.23021763563156128,
-0.2150922566652298,
0.09930922091007233,
-0.777028501033783,
0.33479827642440796,
-0.050848159939050674,
0.11324765533208847,
-0.34678396582603455,
0.3260921239852905,
-0.33830422163009644,
0.09620070457458496,
0.06907541304826736,
0.18378452956676483,
0.07459747046232224,
0.7840337157249451,
-0.1704971343278885,
0.7860953211784363,
0.5391837954521179,
-0.6789869070053101,
0.6024126410484314,
0.6225624084472656,
-0.4716697931289673,
0.4702005684375763,
-0.837823748588562,
0.1950111985206604,
-0.21025367081165314,
-0.031133681535720825,
-1.093902826309204,
-0.20722416043281555,
0.5961069464683533,
-0.729671061038971,
0.20202995836734772,
0.12363778054714203,
-0.7545011043548584,
-0.4560284912586212,
-0.3808848559856415,
0.5670099854469299,
0.6094591021537781,
-0.20822104811668396,
0.15304173529148102,
0.1514570415019989,
-0.20325040817260742,
-0.4477832019329071,
-0.6211166381835938,
-0.3088926672935486,
-0.3012194037437439,
-0.6891258358955383,
0.09452761709690094,
-0.5567406415939331,
0.011134174652397633,
0.016480794176459312,
0.2655901610851288,
-0.07683093100786209,
-0.019198711961507797,
-0.14384281635284424,
0.34263479709625244,
-0.40939971804618835,
0.261466920375824,
0.05877368152141571,
0.050518665462732315,
0.16164365410804749,
0.019040429964661598,
0.711668074131012,
-0.0335083082318306,
-0.35042914748191833,
-0.16484464704990387,
0.45501694083213806,
0.11641383171081543,
-0.3733181953430176,
0.7120370268821716,
0.5755893588066101,
-0.2290036678314209,
-0.19868938624858856,
-0.2006029188632965,
0.008274208754301071,
-0.4649514853954315,
0.6093138456344604,
-0.3804030120372772,
-0.7669146060943604,
0.7820698022842407,
0.41064855456352234,
0.22061176598072052,
0.8441530466079712,
0.5373362898826599,
-0.13947267830371857,
1.126982569694519,
0.15089678764343262,
0.013533052988350391,
0.2468840628862381,
-0.5160288214683533,
-0.14702659845352173,
-1.0021226406097412,
-0.30673232674598694,
-0.7098695635795593,
-0.18172217905521393,
-0.8108830451965332,
-0.3631354868412018,
0.3327016532421112,
0.35850751399993896,
-0.5370566844940186,
0.2077588587999344,
-0.40081989765167236,
0.2750396132469177,
0.6005284190177917,
0.01370893232524395,
0.10065720230340958,
0.002626403933390975,
-0.10141949355602264,
0.06611180305480957,
-1.13335382938385,
-0.3420925736427307,
1.1489639282226562,
0.16138586401939392,
0.42484769225120544,
-0.03591640293598175,
0.8531258702278137,
-0.07890260219573975,
0.1403125375509262,
-0.5815477967262268,
0.8218035101890564,
0.039761435240507126,
-0.7280855774879456,
-0.46585631370544434,
-0.7309658527374268,
-1.2094937562942505,
0.38486549258232117,
-0.08604983240365982,
-0.4489426910877228,
0.07183961570262909,
-0.09254108369350433,
-0.39022865891456604,
0.22307443618774414,
-0.34326815605163574,
0.8637915253639221,
-0.1991628110408783,
-0.206043541431427,
0.1652839481830597,
-0.5807175636291504,
0.4660210609436035,
0.10051506012678146,
0.19241970777511597,
-0.049306683242321014,
0.19960924983024597,
1.067201018333435,
-0.35491588711738586,
0.5705039501190186,
-0.2741880416870117,
-0.023642471060156822,
0.7096105217933655,
-0.3713858723640442,
0.22357963025569916,
0.14011786878108978,
-0.1785610318183899,
0.0007497037877328694,
0.10797695815563202,
-0.5507235527038574,
-0.5540099143981934,
0.48428818583488464,
-0.8502091765403748,
-0.5712994337081909,
-0.4684576094150543,
-0.7005745768547058,
-0.16958652436733246,
0.2253716140985489,
0.5517096519470215,
0.4657256007194519,
-0.0842105895280838,
0.13575662672519684,
0.7867558002471924,
-0.44882312417030334,
0.2639014422893524,
0.4892096519470215,
-0.35588765144348145,
-0.6287765502929688,
0.7787705063819885,
0.2860133647918701,
0.3366994261741638,
0.3395211398601532,
0.06571736186742783,
-0.40671178698539734,
-0.5207083821296692,
-0.7529301047325134,
0.3107907772064209,
-0.6657668948173523,
-0.2697821259498596,
-0.32464414834976196,
-0.7705234289169312,
-0.33207064867019653,
0.5288600921630859,
0.053354281932115555,
-0.5389971137046814,
-0.35568541288375854,
-0.21548093855381012,
0.4022703766822815,
0.23484763503074646,
0.1737016886472702,
0.16333357989788055,
-0.7343088984489441,
0.3600711524486542,
0.37001046538352966,
0.2663472890853882,
-0.07852180302143097,
-0.7756165266036987,
-0.5617954730987549,
0.3813547194004059,
-0.44634079933166504,
-0.8664851188659668,
0.15028323233127594,
0.23600973188877106,
0.7828112244606018,
0.2179930955171585,
0.23716624081134796,
0.5908937454223633,
-0.1710931956768036,
1.093530535697937,
-0.13951511681079865,
-0.5335932374000549,
0.6200610995292664,
-0.3969683349132538,
0.46077778935432434,
0.6923363208770752,
0.48255130648612976,
-0.6688361167907715,
-0.4809272885322571,
-0.966302752494812,
-0.862130880355835,
0.7288199663162231,
0.25615182518959045,
0.1269364207983017,
-0.09261610358953476,
0.5067476034164429,
-0.08357863128185272,
0.36433443427085876,
-0.7751088738441467,
-0.5436726212501526,
-0.12418365478515625,
-0.3293015658855438,
-0.07001146674156189,
-0.214493528008461,
-0.12405262142419815,
-0.304546594619751,
0.9205763339996338,
-0.22064504027366638,
0.3434208333492279,
0.23293069005012512,
0.19068299233913422,
-0.12585753202438354,
0.40304505825042725,
0.5066990256309509,
0.4085688591003418,
-0.25755593180656433,
-0.1471112221479416,
0.1599615216255188,
-0.4483445882797241,
-0.018130643293261528,
0.2398674190044403,
-0.6809675693511963,
-0.07733558863401413,
0.5398269891738892,
0.8531655073165894,
-0.25486433506011963,
-0.5098280906677246,
0.24184778332710266,
0.056714389473199844,
-0.5569870471954346,
-0.33678197860717773,
0.35911262035369873,
0.012607138603925705,
0.12245967984199524,
0.30933934450149536,
-0.4460161626338959,
0.0881793200969696,
-0.4751089811325073,
0.1329282969236374,
0.3551560640335083,
-0.19638928771018982,
-0.22695249319076538,
0.6353664994239807,
-0.1530195027589798,
-0.1957041621208191,
0.7648947834968567,
-0.6174910068511963,
-0.7041774392127991,
0.8340951800346375,
0.32429561018943787,
0.9276107549667358,
-0.18310774862766266,
0.3130520284175873,
0.8637862205505371,
0.16884610056877136,
0.02199193648993969,
0.9752060770988464,
-0.08653578907251358,
-1.0196008682250977,
-0.1658525913953781,
-0.6107741594314575,
-0.1706111878156662,
0.3909382224082947,
-0.9079861044883728,
0.08441319316625595,
-0.3645274043083191,
-0.06517963111400604,
-0.269177109003067,
0.3191942572593689,
-0.4794900417327881,
0.3384072482585907,
-0.004043241962790489,
0.7815766930580139,
-0.7250045537948608,
0.649676501750946,
0.8678346872329712,
-0.747294008731842,
-0.9566529393196106,
-0.009720110334455967,
-0.5059267282485962,
-0.7059635519981384,
0.3863866925239563,
-0.1470150202512741,
0.4686605930328369,
0.020375121384859085,
-0.816635251045227,
-0.7470549941062927,
1.4245127439498901,
-0.011719398200511932,
-0.3211248219013214,
0.218606635928154,
0.5403822660446167,
0.701116144657135,
-0.24702855944633484,
0.3197167217731476,
0.4812110662460327,
0.5070083141326904,
0.21567252278327942,
-0.7356706857681274,
0.08840502053499222,
-0.624430239200592,
-0.13549895584583282,
0.22013665735721588,
-1.1452112197875977,
1.1202659606933594,
-0.04616750031709671,
-0.26819244027137756,
0.21887701749801636,
0.8084547519683838,
0.7635871171951294,
0.3118426501750946,
0.3882039189338684,
0.6443824768066406,
0.826207160949707,
-0.27311351895332336,
0.8745388388633728,
-0.1620883047580719,
0.46771618723869324,
0.9842590093612671,
-0.08076940476894379,
0.8623759746551514,
0.25001680850982666,
-0.49806445837020874,
0.6453708410263062,
0.7328982353210449,
-0.28371527791023254,
0.4700391888618469,
0.4418025016784668,
0.004849467892199755,
-0.29626381397247314,
0.10489022731781006,
-0.5899381041526794,
0.40246379375457764,
0.11591389775276184,
-0.1223011314868927,
-0.22891463339328766,
-0.35699695348739624,
0.21796073019504547,
0.08247661590576172,
-0.28007742762565613,
0.7571344971656799,
-0.11295841634273529,
-0.8545939326286316,
1.0055989027023315,
0.0883115828037262,
0.4977022111415863,
-0.7865151166915894,
-0.09851253777742386,
-0.468506395816803,
-0.09286268800497055,
-0.23229046165943146,
-0.8720453381538391,
0.14737093448638916,
-0.011344277299940586,
-0.2505955994129181,
0.0328604057431221,
0.40671929717063904,
-0.8220294117927551,
-0.8096043467521667,
-0.17434285581111908,
0.609736442565918,
0.25958698987960815,
0.3384528160095215,
-0.9595152735710144,
-0.3839550018310547,
0.3188038170337677,
-0.43247759342193604,
0.3141581118106842,
0.5057260394096375,
-0.0012608516262844205,
0.5766184329986572,
0.4970114529132843,
0.11886987835168839,
0.1379082351922989,
0.08043238520622253,
0.811507523059845,
-0.7082651257514954,
-0.5518185496330261,
-0.6529716849327087,
0.6203226447105408,
-0.21645498275756836,
-0.6646528244018555,
0.8638861775398254,
0.883163571357727,
0.8053942322731018,
0.06642840057611465,
0.9790236949920654,
-0.29450586438179016,
0.7419919967651367,
-0.6917226910591125,
0.8005155324935913,
-0.5790018439292908,
0.29796168208122253,
-0.10751108825206757,
-0.7371929883956909,
-0.050863198935985565,
0.4776630699634552,
-0.16500869393348694,
0.34312009811401367,
0.6103112697601318,
0.932299017906189,
0.29478392004966736,
0.1106148362159729,
0.03542744740843773,
0.20881006121635437,
0.348766028881073,
0.9429530501365662,
0.8947470784187317,
-0.9792019128799438,
0.5414286255836487,
-0.28912240266799927,
-0.09893018007278442,
0.1763170212507248,
-0.5081143379211426,
-0.8961364030838013,
-0.7454632520675659,
-0.4791306257247925,
-0.4239582419395447,
-0.2159581035375595,
0.7797280550003052,
0.23810800909996033,
-0.9945780634880066,
-0.40413719415664673,
0.03279773145914078,
0.14784152805805206,
-0.28548896312713623,
-0.31300002336502075,
0.7326490879058838,
-0.23523689806461334,
-0.6312516331672668,
-0.048206184059381485,
-0.4114869236946106,
0.03990189731121063,
-0.22598300874233246,
-0.19319148361682892,
-0.35979416966438293,
0.005607967730611563,
0.2059905081987381,
0.32578644156455994,
-0.376474529504776,
-0.13381832838058472,
0.12753959000110626,
-0.161749467253685,
0.1536596268415451,
0.30885666608810425,
-0.5381320714950562,
0.17624814808368683,
0.8045341372489929,
0.37120774388313293,
0.45504605770111084,
0.24438105523586273,
0.3740653097629547,
-0.7835221290588379,
-0.0014944648137316108,
0.21585938334465027,
0.18557457625865936,
0.3943149745464325,
-0.24692334234714508,
0.4877491295337677,
0.3070296049118042,
-0.6108769774436951,
-0.7658974528312683,
0.12499963492155075,
-0.8179951906204224,
-0.10585099458694458,
1.334939956665039,
-0.11572031676769257,
-0.18713746964931488,
0.006377213168889284,
-0.26745009422302246,
0.4095585346221924,
-0.14370761811733246,
0.6824734210968018,
0.8821516633033752,
-0.11379962414503098,
-0.20016343891620636,
-0.6017561554908752,
0.6600051522254944,
0.39801350235939026,
-1.0679851770401,
0.05796439200639725,
0.2616795003414154,
0.1260070502758026,
0.15193380415439606,
0.6212860345840454,
-0.19285522401332855,
0.28026795387268066,
-0.07695820182561874,
0.3528013229370117,
-0.14734084904193878,
0.13893422484397888,
-0.30401113629341125,
0.10570015013217926,
0.0907023474574089,
-0.36883988976478577
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
OxAISH-AL-LLM/wiki_toxic | OxAISH-AL-LLM | 2022-09-19T15:53:19Z | 371 | 13 | null | [
"task_categories:text-classification",
"task_ids:hate-speech-detection",
"annotations_creators:crowdsourced",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:100K<n<1M",
"source_datasets:extended|other",
"language:en",
"license:cc0-1.0",
"wikipedia",
"toxicity",
"toxic comments",
"region:us"
] | 2022-09-19T15:53:19Z | 2022-08-25T12:59:12.000Z | 2022-08-25T12:59:12 | ---
annotations_creators:
- crowdsourced
language:
- en
language_creators:
- found
license:
- cc0-1.0
multilinguality:
- monolingual
pretty_name: Toxic Wikipedia Comments
size_categories:
- 100K<n<1M
source_datasets:
- extended|other
tags:
- wikipedia
- toxicity
- toxic comments
task_categories:
- text-classification
task_ids:
- hate-speech-detection
---
# Dataset Card for Wiki Toxic
## Table of Contents
- [Table of Contents](#table-of-contents)
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:**
- **Repository:**
- **Paper:**
- **Leaderboard:**
- **Point of Contact:**
### Dataset Summary
The Wiki Toxic dataset is a modified, cleaned version of the dataset used in the [Kaggle Toxic Comment Classification challenge](https://www.kaggle.com/competitions/jigsaw-toxic-comment-classification-challenge/overview) from 2017/18. The dataset contains comments collected from Wikipedia forums and classifies them into two categories, `toxic` and `non-toxic`.
The Kaggle dataset was cleaned using the included `clean.py` file.
### Supported Tasks and Leaderboards
- Text Classification: the dataset can be used for training a model to recognise toxicity in sentences and classify them accordingly.
### Languages
The sole language used in the dataset is English.
## Dataset Structure
### Data Instances
For each data point, there is an id, the comment_text itself, and a label (0 for non-toxic, 1 for toxic).
```
{'id': 'a123a58f610cffbc',
'comment_text': '"This article SUCKS. It may be poorly written, poorly formatted, or full of pointless crap that no one cares about, and probably all of the above. If it can be rewritten into something less horrible, please, for the love of God, do so, before the vacuum caused by its utter lack of quality drags the rest of Wikipedia down into a bottomless pit of mediocrity."',
'label': 1}
```
### Data Fields
- `id`: A unique identifier string for each comment
- `comment_text`: A string containing the text of the comment
- `label`: An integer, either 0 if the comment is non-toxic, or 1 if the comment is toxic
### Data Splits
The Wiki Toxic dataset has three splits: *train*, *validation*, and *test*. The statistics for each split are below:
| Dataset Split | Number of data points in split |
| ----------- | ----------- |
| Train | 127,656 |
| Validation | 31,915 |
| Test | 63,978 |
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
[More Information Needed]
### Contributions
Thanks to [@github-username](https://github.com/<github-username>) for adding this dataset. | [
-0.3401641547679901,
-0.5784764289855957,
0.24455735087394714,
0.04219391196966171,
-0.2408744990825653,
-0.07124189287424088,
-0.2738867700099945,
-0.3148418366909027,
0.4855377674102783,
0.5037581920623779,
-0.7752329111099243,
-0.8873351216316223,
-0.5630849599838257,
0.3700365424156189,
-0.336040735244751,
1.6379001140594482,
0.12903828918933868,
-0.0807855874300003,
-0.19767911732196808,
-0.07305920869112015,
-0.06968078762292862,
-0.4093300700187683,
-0.39861923456192017,
-0.22299212217330933,
1.0588948726654053,
0.7596726417541504,
0.6673109531402588,
0.6104937791824341,
0.34625765681266785,
0.3142593204975128,
-0.14030715823173523,
0.02714790590107441,
-0.7779120206832886,
-0.20462527871131897,
-0.3302707076072693,
-0.34913840889930725,
-0.4699464738368988,
0.28319570422172546,
0.12484510242938995,
0.48572444915771484,
-0.06050385907292366,
0.4738162159919739,
-0.0037700932007282972,
0.5830879807472229,
-0.7277350425720215,
0.5195578336715698,
-0.4197534918785095,
0.0924486368894577,
-0.21271680295467377,
-0.1587386280298233,
-0.40061965584754944,
-0.37023136019706726,
-0.22505222260951996,
-1.0353124141693115,
0.009081611409783363,
-0.23248594999313354,
0.8541099429130554,
0.08162334561347961,
-0.5938949584960938,
-0.25751474499702454,
-0.43808773159980774,
0.5095971822738647,
-0.9711391925811768,
-0.06509195268154144,
0.5678366422653198,
0.12858538329601288,
-0.16276288032531738,
-0.8819611668586731,
-0.7583979368209839,
-0.06636148691177368,
-0.23894339799880981,
0.31135204434394836,
0.07177785038948059,
-0.27533626556396484,
0.5233595967292786,
0.41934651136398315,
-0.412137895822525,
-0.16845904290676117,
-0.754847526550293,
-0.37004533410072327,
1.0700323581695557,
0.3335447311401367,
0.44948095083236694,
-0.48417067527770996,
0.032449472695589066,
-0.0599939189851284,
-0.378825306892395,
-0.19692081212997437,
0.5189831852912903,
0.3239845037460327,
-0.4362393319606781,
0.6859400272369385,
-0.3817645013332367,
0.2481663078069687,
-0.14416120946407318,
-0.2806899845600128,
0.7793066501617432,
-0.38725435733795166,
0.12195935100317001,
-0.10852646827697754,
1.0697838068008423,
0.7856413125991821,
0.29633453488349915,
-0.1587129682302475,
0.16428618133068085,
0.026665562763810158,
0.2786847949028015,
-0.705984890460968,
-0.7957339882850647,
0.2879297733306885,
-0.6439657807350159,
-0.8578687310218811,
-0.04594079405069351,
-1.0040171146392822,
-0.40444692969322205,
-0.10974948853254318,
0.361465722322464,
-0.09744445234537125,
-0.4781803488731384,
-0.30329805612564087,
-0.31148290634155273,
-0.1101752370595932,
0.1553952544927597,
-0.7161034345626831,
0.2838861048221588,
0.36888930201530457,
0.5913057923316956,
0.03457340598106384,
-0.28961026668548584,
0.011111647821962833,
0.3558180034160614,
-0.21013230085372925,
0.7210875749588013,
-0.31328657269477844,
-0.2753555476665497,
0.02445642091333866,
0.3946545422077179,
0.2457304447889328,
-0.3525995910167694,
0.7760851383209229,
-0.2801138162612915,
0.5243396759033203,
-0.6145055294036865,
-0.32316339015960693,
-0.30947422981262207,
0.29366248846054077,
-0.9183819890022278,
1.1568502187728882,
0.2454649806022644,
-1.2528406381607056,
0.4324154853820801,
-0.7885379195213318,
-0.500788152217865,
-0.04753616452217102,
0.2613731920719147,
-0.3873736560344696,
-0.2857615351676941,
-0.29034796357154846,
0.28169047832489014,
-0.1385171115398407,
0.07100163400173187,
-0.6690270304679871,
-0.3046533763408661,
0.2622859477996826,
-0.15384060144424438,
1.24656343460083,
0.35426703095436096,
-0.25632449984550476,
-0.03476041927933693,
-1.0496671199798584,
0.11282498389482498,
0.1695428490638733,
-0.5775480270385742,
-0.20925652980804443,
0.17035385966300964,
0.47824394702911377,
0.49844256043434143,
0.27878308296203613,
-0.4807705283164978,
0.043458834290504456,
-0.26315146684646606,
0.5072088241577148,
0.6388328671455383,
0.2527044117450714,
0.19908562302589417,
-0.35549506545066833,
0.09926546365022659,
0.16540713608264923,
0.6387019157409668,
0.32995307445526123,
-0.5951530337333679,
-0.8571387529373169,
0.07218199968338013,
0.1712033897638321,
0.6764400005340576,
-0.6763558387756348,
0.705026388168335,
-0.4307452142238617,
-0.8593400716781616,
-0.2010764181613922,
0.22722578048706055,
0.3032333254814148,
0.6853148937225342,
0.4398849308490753,
-0.30036860704421997,
-0.4341513514518738,
-0.9240671396255493,
0.004146151710301638,
-0.395142525434494,
0.08780133724212646,
0.4100486934185028,
0.8736622929573059,
-0.10029985010623932,
0.4506691098213196,
-0.7732576131820679,
-0.25986090302467346,
0.03391553834080696,
-0.11854224652051926,
0.23676232993602753,
0.35894975066185,
0.3129238486289978,
-0.8168448805809021,
-0.8999446630477905,
-0.14808052778244019,
-0.7998518347740173,
-0.259161114692688,
0.30045637488365173,
-0.4762794077396393,
0.01721004769206047,
0.3665674328804016,
-0.47330427169799805,
0.32915323972702026,
0.2864498794078827,
-0.3315340280532837,
0.5014737844467163,
-0.013332409784197807,
0.22832848131656647,
-1.1119534969329834,
0.3808407485485077,
-0.07173945754766464,
0.3119974136352539,
-0.7745418548583984,
-0.12789969146251678,
0.09611300379037857,
-0.010642730630934238,
-0.44701579213142395,
0.27457842230796814,
-0.16967281699180603,
0.5886175632476807,
0.027638930827379227,
0.17154350876808167,
0.06331972032785416,
0.6651533246040344,
-0.2085968554019928,
0.5040246248245239,
0.3538986146450043,
-0.5328602194786072,
0.559062123298645,
0.38591688871383667,
-0.008277161978185177,
0.5930425524711609,
-0.5233736634254456,
0.010284362360835075,
-0.2812754511833191,
0.39537081122398376,
-0.8185359835624695,
-0.6030524969100952,
0.7016566395759583,
-0.6095743179321289,
0.13797208666801453,
-0.08751893788576126,
-0.7364713549613953,
-0.3990609645843506,
-0.6105258464813232,
-0.05421148240566254,
0.309984028339386,
-0.08029507845640182,
0.27583998441696167,
0.8315973281860352,
-0.005296459421515465,
-0.6820579767227173,
-0.76529461145401,
0.08432114124298096,
-0.33579474687576294,
-0.5418665409088135,
0.2325301617383957,
-0.37869083881378174,
-0.12069021165370941,
0.269988089799881,
0.05134101212024689,
-0.4196445643901825,
-0.017513781785964966,
0.24365785717964172,
0.12899799644947052,
0.10873470455408096,
0.1991599202156067,
-0.19018703699111938,
-0.03438567370176315,
0.33821120858192444,
0.31630703806877136,
0.22740498185157776,
0.3141923248767853,
0.1836855113506317,
-0.2509898841381073,
0.43754103779792786,
0.5072978138923645,
0.006091345101594925,
0.7205093502998352,
0.6958057880401611,
-0.3908936083316803,
-0.10355193167924881,
-0.24370650947093964,
0.07974222302436829,
-0.46179160475730896,
0.43650710582733154,
0.044668737798929214,
-0.42444565892219543,
0.6963850855827332,
0.3257846236228943,
0.17972072958946228,
0.8957754969596863,
0.5703679323196411,
-0.28198614716529846,
1.0197958946228027,
0.37949854135513306,
-0.3280406892299652,
0.4451219439506531,
-0.36626553535461426,
0.10670024156570435,
-0.5222060084342957,
-0.6768822073936462,
-0.5788520574569702,
-0.36206597089767456,
-0.9086379408836365,
-0.11349089443683624,
0.18934237957000732,
-0.2749381959438324,
-0.5512865781784058,
0.28760507702827454,
-0.6580972075462341,
0.5520636439323425,
0.5249775052070618,
0.5126621127128601,
0.15192997455596924,
-0.025915449485182762,
0.08156246691942215,
-0.0425100177526474,
-0.6715570688247681,
-0.6158780455589294,
1.1280510425567627,
0.22264911234378815,
0.652324378490448,
0.10423243045806885,
0.6667321920394897,
0.28147685527801514,
0.7047513127326965,
-0.4997597634792328,
0.640891969203949,
-0.37408334016799927,
-1.1804912090301514,
-0.32978472113609314,
-0.440395712852478,
-0.6865010261535645,
-0.1004200354218483,
-0.4203018546104431,
-0.6189809441566467,
0.19360503554344177,
0.11034984141588211,
0.042731985449790955,
0.33503615856170654,
-1.0013178586959839,
0.8728781342506409,
0.012791112996637821,
-0.39099353551864624,
-0.11871287971735,
-0.8380930423736572,
0.32963085174560547,
-0.03241202235221863,
0.512560248374939,
-0.29699501395225525,
-0.14521212875843048,
1.0829848051071167,
-0.8015854954719543,
1.067081093788147,
-0.26809802651405334,
-0.07519640773534775,
0.415166437625885,
-0.3177478313446045,
0.2744944989681244,
-0.004524813964962959,
-0.05508958175778389,
0.12913259863853455,
0.022551413625478745,
-0.27386802434921265,
-0.3108576238155365,
0.8721584677696228,
-0.9418267011642456,
-0.207540363073349,
-0.33398717641830444,
-0.45917972922325134,
-0.14936375617980957,
0.5023833513259888,
0.44454675912857056,
0.1030716523528099,
0.02738005854189396,
0.21079672873020172,
0.5493173003196716,
-0.37366437911987305,
0.045826878398656845,
0.4628427028656006,
0.1684350222349167,
-0.6252215504646301,
0.9251345992088318,
0.5659909844398499,
0.08422795683145523,
0.2891349792480469,
0.16466334462165833,
-0.21014589071273804,
-0.14215196669101715,
-0.015147031284868717,
0.22649353742599487,
-1.0782527923583984,
-0.3422154486179352,
-0.6264321208000183,
-0.4503319263458252,
-0.4122641682624817,
0.21341700851917267,
-0.01097564771771431,
-0.3769412338733673,
-0.44737738370895386,
-0.315589040517807,
0.6913491487503052,
0.8406742811203003,
-0.486600786447525,
0.10808293521404266,
-0.6400761008262634,
0.30949878692626953,
0.1646651029586792,
0.8178200721740723,
0.13994856178760529,
-0.24337849020957947,
-0.3665325343608856,
0.22201064229011536,
-0.37189218401908875,
-1.17729914188385,
0.18213513493537903,
0.09228760004043579,
0.651020884513855,
0.2282724380493164,
0.32318395376205444,
0.4328862726688385,
-0.3735145926475525,
0.9544236063957214,
0.10398383438587189,
-0.36266395449638367,
0.5600051283836365,
-0.5092173218727112,
-0.07543560117483139,
0.9112882614135742,
0.6467739939689636,
-0.6615994572639465,
-0.46378952264785767,
-0.7911208271980286,
-0.9859156012535095,
0.7751103639602661,
0.2238127887248993,
0.4575618803501129,
-0.32003048062324524,
0.2138853222131729,
-0.04141523689031601,
-0.07672511041164398,
-1.0451393127441406,
-0.8663175106048584,
-0.29152408242225647,
-0.32740432024002075,
-0.0352431982755661,
-0.37477442622184753,
-0.3587658107280731,
-0.49082455039024353,
0.9796881675720215,
0.2823990285396576,
0.05574098229408264,
-0.0038371612317860126,
-0.025510255247354507,
-0.16539326310157776,
0.19237364828586578,
0.11009581387042999,
0.38521650433540344,
-0.23231054842472076,
0.10731200128793716,
0.25924476981163025,
-0.8236473202705383,
0.07397109270095825,
-0.0399806872010231,
-0.3831444978713989,
-0.025606798008084297,
0.3430333733558655,
0.3184821605682373,
0.3037216365337372,
-0.3193962872028351,
0.5277159214019775,
0.012676739133894444,
-0.3565305769443512,
-0.4906896650791168,
0.44200798869132996,
0.22330380976200104,
-0.01714511774480343,
0.2297625094652176,
-0.19849184155464172,
0.40374642610549927,
-0.5114634037017822,
0.3626973628997803,
-0.009490231983363628,
-0.17695190012454987,
-0.12624642252922058,
0.7094740271568298,
0.3227120637893677,
-0.2821551263332367,
0.5346668362617493,
-0.036448799073696136,
-0.2822129428386688,
0.5554059147834778,
0.17292894423007965,
0.6183463931083679,
0.0007862393977120519,
0.5241253972053528,
0.7963583469390869,
0.3594379425048828,
0.3094272315502167,
0.5399043560028076,
-0.0776004046201706,
-0.4836585521697998,
-0.2306603044271469,
-0.3076082766056061,
-0.14539723098278046,
0.5382776260375977,
-0.6398923397064209,
0.3061800003051758,
-0.6128402352333069,
-0.27353349328041077,
0.3991096317768097,
0.3232341408729553,
-0.5116215348243713,
0.41516390442848206,
-0.04775739833712578,
1.1580613851547241,
-1.1946687698364258,
0.4846112132072449,
0.5373006463050842,
-0.957939088344574,
-0.8891012072563171,
-0.048171959817409515,
0.11362332850694656,
-0.32770976424217224,
0.3775518536567688,
-0.00005771750147687271,
0.4577806890010834,
-0.14255459606647491,
-1.0280786752700806,
-0.8722758293151855,
1.0169415473937988,
0.13687177002429962,
0.015287201851606369,
0.03314283862709999,
0.18138422071933746,
0.7647045254707336,
0.08315951377153397,
0.2379397749900818,
0.40221601724624634,
0.6509824395179749,
-0.059839390218257904,
-0.6416354775428772,
0.2001306414604187,
-0.8729327321052551,
-0.2278536707162857,
-0.16741299629211426,
-0.8434788584709167,
0.5619256496429443,
-0.012741792015731335,
-0.16979913413524628,
-0.21980690956115723,
0.31168854236602783,
0.08898617327213287,
0.25645604729652405,
0.579020082950592,
0.6193342208862305,
0.6079538464546204,
-0.15089821815490723,
0.8730317950248718,
-0.29985252022743225,
0.4560216963291168,
1.0484647750854492,
0.09535837918519974,
0.7871237397193909,
0.37158679962158203,
-0.37037718296051025,
0.7531201243400574,
0.7190979719161987,
-0.2573428452014923,
0.6795744895935059,
0.18568983674049377,
-0.2525992691516876,
0.04842384532094002,
-0.18338951468467712,
-0.4724135398864746,
0.24721117317676544,
0.2665456235408783,
-0.5687149167060852,
-0.25807490944862366,
-0.3271484673023224,
0.4740573763847351,
-0.1635599583387375,
-0.2366417795419693,
0.9638209342956543,
-0.15825967490673065,
-0.567642867565155,
0.31642407178878784,
-0.08422479033470154,
0.5595530867576599,
-0.5004292130470276,
-0.12943404912948608,
-0.15969862043857574,
-0.014468570239841938,
-0.7345564961433411,
-1.1787720918655396,
0.44530925154685974,
0.06390633434057236,
-0.42811891436576843,
0.06775501370429993,
0.810498833656311,
-0.4371851980686188,
-0.534027636051178,
0.15282855927944183,
0.08970290422439575,
0.2242031991481781,
0.2804352641105652,
-0.889652669429779,
0.022589106112718582,
-0.011555728502571583,
-0.4582587778568268,
0.23254014551639557,
0.5772316455841064,
0.03451874852180481,
0.49201449751853943,
0.7833788990974426,
0.10378432273864746,
-0.031905949115753174,
0.15023384988307953,
1.1552602052688599,
-0.5552819967269897,
-0.4140516519546509,
-0.5321444272994995,
0.9030474424362183,
-0.5504956841468811,
-0.4627908170223236,
0.8091553449630737,
0.7293572425842285,
0.9918276071548462,
-0.0967332199215889,
0.9146706461906433,
-0.5146461129188538,
0.5590121150016785,
-0.07978720217943192,
1.2686314582824707,
-0.5644173622131348,
-0.21403388679027557,
-0.5385479927062988,
-0.5288876891136169,
-0.3444270193576813,
0.7866334915161133,
-0.169800266623497,
0.20274053514003754,
0.5124991536140442,
0.9892154932022095,
0.01553906500339508,
-0.04415915161371231,
-0.021884139627218246,
0.5789599418640137,
0.17114771902561188,
0.4730801284313202,
0.4796239137649536,
-0.529239296913147,
0.934660792350769,
-0.8281754851341248,
-0.20715995132923126,
0.017572248354554176,
-0.8823436498641968,
-0.7834148406982422,
-0.8703837990760803,
-0.562923789024353,
-0.7731480002403259,
-0.09177210181951523,
0.46327388286590576,
0.5294634103775024,
-0.9116026163101196,
-0.04151748865842819,
0.226810023188591,
0.18681573867797852,
0.15595752000808716,
-0.3371261954307556,
0.2622745633125305,
-0.05594535171985626,
-0.45110881328582764,
-0.33132514357566833,
0.006550906226038933,
-0.34492379426956177,
-0.18338674306869507,
-0.19338247179985046,
-0.33452922105789185,
-0.09572503715753555,
0.6751401424407959,
0.2844894230365753,
-0.4377848505973816,
-0.42753300070762634,
-0.10341181606054306,
-0.33998581767082214,
-0.12502925097942352,
0.14762988686561584,
-0.25557512044906616,
0.3952828049659729,
0.7132814526557922,
-0.0720445066690445,
0.43231844902038574,
-0.3408477306365967,
0.066789910197258,
-0.567479133605957,
-0.05529216676950455,
0.09271780401468277,
0.19615155458450317,
0.2368158996105194,
-0.5793063640594482,
0.7296673655509949,
0.3500131070613861,
-0.475667268037796,
-0.7658693790435791,
-0.1809910237789154,
-0.9730718731880188,
-0.19095700979232788,
1.2979481220245361,
-0.06579102575778961,
-0.348067969083786,
-0.3439548909664154,
-0.2741943597793579,
0.5592413544654846,
-0.3951166570186615,
0.927295446395874,
1.043351650238037,
0.11545928567647934,
-0.024499710649251938,
-0.6355140209197998,
0.5969004034996033,
-0.4567555785179138,
-1.1363263130187988,
0.15480422973632812,
0.7481062412261963,
0.8729984164237976,
0.23748449981212616,
0.9180770516395569,
-0.4898952841758728,
0.3086768686771393,
0.13524755835533142,
0.09736914932727814,
0.055104322731494904,
-0.07644753903150558,
0.22561177611351013,
-0.007632539141923189,
-0.274118572473526,
0.022965941578149796
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
philschmid/emotion | philschmid | 2023-01-20T14:56:20Z | 371 | 1 | emotion | [
"task_categories:text-classification",
"task_ids:multi-class-classification",
"annotations_creators:machine-generated",
"language_creators:machine-generated",
"multilinguality:monolingual",
"size_categories:10K<n<100K",
"source_datasets:original",
"language:en",
"license:other",
"emotion-classification",
"region:us"
] | 2023-01-20T14:56:20Z | 2023-01-20T14:56:20.000Z | 2023-01-20T14:56:20 | ---
pretty_name: Emotion
annotations_creators:
- machine-generated
language_creators:
- machine-generated
language:
- en
license:
- other
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
source_datasets:
- original
task_categories:
- text-classification
task_ids:
- multi-class-classification
paperswithcode_id: emotion
train-eval-index:
- config: default
task: text-classification
task_id: multi_class_classification
splits:
train_split: train
eval_split: test
col_mapping:
text: text
label: target
metrics:
- type: accuracy
name: Accuracy
- type: f1
name: F1 macro
args:
average: macro
- type: f1
name: F1 micro
args:
average: micro
- type: f1
name: F1 weighted
args:
average: weighted
- type: precision
name: Precision macro
args:
average: macro
- type: precision
name: Precision micro
args:
average: micro
- type: precision
name: Precision weighted
args:
average: weighted
- type: recall
name: Recall macro
args:
average: macro
- type: recall
name: Recall micro
args:
average: micro
- type: recall
name: Recall weighted
args:
average: weighted
tags:
- emotion-classification
dataset_info:
- config_name: split
features:
- name: text
dtype: string
- name: label
dtype:
class_label:
names:
'0': sadness
'1': joy
'2': love
'3': anger
'4': fear
'5': surprise
splits:
- name: train
num_bytes: 1741597
num_examples: 16000
- name: validation
num_bytes: 214703
num_examples: 2000
- name: test
num_bytes: 217181
num_examples: 2000
download_size: 740883
dataset_size: 2173481
- config_name: unsplit
features:
- name: text
dtype: string
- name: label
dtype:
class_label:
names:
'0': sadness
'1': joy
'2': love
'3': anger
'4': fear
'5': surprise
splits:
- name: train
num_bytes: 45445685
num_examples: 416809
download_size: 15388281
dataset_size: 45445685
duplicated_from: emotion
---
# Dataset Card for "emotion"
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [https://github.com/dair-ai/emotion_dataset](https://github.com/dair-ai/emotion_dataset)
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Size of downloaded dataset files:** 3.95 MB
- **Size of the generated dataset:** 4.16 MB
- **Total amount of disk used:** 8.11 MB
### Dataset Summary
Emotion is a dataset of English Twitter messages with six basic emotions: anger, fear, joy, love, sadness, and surprise. For more detailed information please refer to the paper.
### Supported Tasks and Leaderboards
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Languages
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Dataset Structure
### Data Instances
An example looks as follows.
```
{
"text": "im feeling quite sad and sorry for myself but ill snap out of it soon",
"label": 0
}
```
### Data Fields
The data fields are:
- `text`: a `string` feature.
- `label`: a classification label, with possible values including `sadness` (0), `joy` (1), `love` (2), `anger` (3), `fear` (4), `surprise` (5).
### Data Splits
The dataset has 2 configurations:
- split: with a total of 20_000 examples split into train, validation and split
- unsplit: with a total of 416_809 examples in a single train split
| name | train | validation | test |
|---------|-------:|-----------:|-----:|
| split | 16000 | 2000 | 2000 |
| unsplit | 416809 | n/a | n/a |
## Dataset Creation
### Curation Rationale
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the source language producers?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Annotations
#### Annotation process
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the annotators?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Personal and Sensitive Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Discussion of Biases
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Other Known Limitations
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Additional Information
### Dataset Curators
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Licensing Information
The dataset should be used for educational and research purposes only.
### Citation Information
If you use this dataset, please cite:
```
@inproceedings{saravia-etal-2018-carer,
title = "{CARER}: Contextualized Affect Representations for Emotion Recognition",
author = "Saravia, Elvis and
Liu, Hsien-Chi Toby and
Huang, Yen-Hao and
Wu, Junlin and
Chen, Yi-Shin",
booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing",
month = oct # "-" # nov,
year = "2018",
address = "Brussels, Belgium",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D18-1404",
doi = "10.18653/v1/D18-1404",
pages = "3687--3697",
abstract = "Emotions are expressed in nuanced ways, which varies by collective or individual experiences, knowledge, and beliefs. Therefore, to understand emotion, as conveyed through text, a robust mechanism capable of capturing and modeling different linguistic nuances and phenomena is needed. We propose a semi-supervised, graph-based algorithm to produce rich structural descriptors which serve as the building blocks for constructing contextualized affect representations from text. The pattern-based representations are further enriched with word embeddings and evaluated through several emotion recognition tasks. Our experimental results demonstrate that the proposed method outperforms state-of-the-art techniques on emotion recognition tasks.",
}
```
### Contributions
Thanks to [@lhoestq](https://github.com/lhoestq), [@thomwolf](https://github.com/thomwolf), [@lewtun](https://github.com/lewtun) for adding this dataset.
| [
-0.514315664768219,
-0.6683326959609985,
0.19384153187274933,
0.3048883378505707,
-0.3537184000015259,
-0.04518823325634003,
-0.3937292993068695,
-0.4827026128768921,
0.678640604019165,
0.19213294982910156,
-0.7545807361602783,
-1.012303113937378,
-0.6792312860488892,
0.21123728156089783,
-0.1277686059474945,
1.1446787118911743,
-0.3811076581478119,
-0.27324146032333374,
-0.30491548776626587,
-0.322795033454895,
-0.15375231206417084,
-0.5001305341720581,
-0.4556059241294861,
-0.2889306843280792,
0.44044479727745056,
0.4375060200691223,
0.42791929841041565,
0.6828317046165466,
0.49120020866394043,
0.32136356830596924,
-0.15397991240024567,
-0.0964316800236702,
-0.44184115529060364,
-0.06911732256412506,
0.23703907430171967,
-0.32927730679512024,
-0.6254989504814148,
0.07850412279367447,
0.4187297523021698,
0.34478259086608887,
-0.14985115826129913,
0.2555249035358429,
0.037381477653980255,
0.8756685853004456,
-0.38363510370254517,
0.6150017380714417,
-0.018934249877929688,
0.08337068557739258,
-0.3423226773738861,
0.10519041866064072,
-0.003456308040767908,
-0.4550548195838928,
0.002670812653377652,
-0.5343080759048462,
-0.006438368000090122,
-0.009615075774490833,
0.8590602278709412,
0.18803052604198456,
-0.22677969932556152,
-0.2877674698829651,
-0.10609480738639832,
0.45633623003959656,
-0.7099524736404419,
0.013939891941845417,
0.5123643279075623,
0.09040180593729019,
0.023478006944060326,
-0.4825553894042969,
-0.6188021302223206,
0.23029524087905884,
-0.1642170548439026,
0.37456226348876953,
-0.32544243335723877,
-0.11264621466398239,
0.4841405153274536,
0.5926833152770996,
-0.4896756112575531,
-0.22238244116306305,
-0.2511438727378845,
-0.12358638644218445,
1.0788836479187012,
0.17685867846012115,
0.4849587380886078,
-0.48644593358039856,
0.07048942148685455,
-0.46564817428588867,
-0.138506218791008,
0.27109384536743164,
0.4096231162548065,
0.4760974943637848,
-1.0864484310150146,
0.5878830552101135,
-0.12497729063034058,
0.38769060373306274,
-0.03690244257450104,
0.1636616736650467,
0.7808592915534973,
-0.13103440403938293,
-0.2314140796661377,
-0.0516180545091629,
1.0540211200714111,
0.6763789057731628,
0.15915721654891968,
0.15355823934078217,
-0.023301580920815468,
0.21558620035648346,
-0.12709099054336548,
-0.8082795739173889,
-0.38589727878570557,
0.6610512137413025,
-0.5595703125,
-0.48010948300361633,
0.0023750821128487587,
-1.30594801902771,
-0.3877111077308655,
-0.3377835750579834,
0.09752246737480164,
-0.29567694664001465,
-0.5280911922454834,
0.08675868809223175,
-0.23927518725395203,
0.07870680093765259,
0.15806904435157776,
-0.5612601041793823,
0.21481069922447205,
0.40396848320961,
0.8102526664733887,
-0.005143750924617052,
-0.1966821700334549,
-0.11304120719432831,
-0.31409403681755066,
-0.08779598772525787,
0.5867372751235962,
-0.39878037571907043,
-0.4335179924964905,
0.0630345419049263,
0.3059021234512329,
0.019041264429688454,
-0.24473674595355988,
0.8555687665939331,
0.007281594444066286,
0.32765331864356995,
-0.661112368106842,
-0.43307435512542725,
-0.08493499457836151,
0.229272723197937,
-0.7985423803329468,
1.2608872652053833,
0.3087952435016632,
-1.014208197593689,
0.09567885845899582,
-0.978626012802124,
-0.5693532228469849,
-0.13758553564548492,
0.11389433592557907,
-0.5581609010696411,
0.019228484481573105,
0.12349942326545715,
0.7677688598632812,
-0.354664146900177,
0.16667455434799194,
-0.5394130349159241,
-0.07336433976888657,
0.15067367255687714,
0.2363303154706955,
1.0235700607299805,
0.03871980682015419,
-0.35532644391059875,
0.056794892996549606,
-0.8443543314933777,
-0.20768646895885468,
0.4398438036441803,
-0.026006877422332764,
-0.26440563797950745,
-0.27527210116386414,
0.4022654891014099,
0.43267884850502014,
0.11258906126022339,
-0.465836763381958,
0.261091023683548,
-0.18386352062225342,
0.37850338220596313,
0.731961727142334,
-0.06622544676065445,
0.3988647758960724,
-0.24705030024051666,
0.408218115568161,
0.2710220515727997,
0.18577975034713745,
-0.023689622059464455,
-0.3826541602611542,
-0.6556141376495361,
-0.25781428813934326,
0.18809446692466736,
0.48525553941726685,
-0.5509248971939087,
0.7957000136375427,
-0.18920274078845978,
-0.6542905569076538,
-0.648551881313324,
-0.012433934956789017,
0.33047032356262207,
0.5662156939506531,
0.4834052622318268,
-0.40046146512031555,
-0.6427595019340515,
-0.6534140706062317,
0.09389926493167877,
-0.2306307852268219,
0.18148520588874817,
0.6264927983283997,
0.7449098229408264,
-0.3119361996650696,
0.7603582739830017,
-0.6663270592689514,
-0.21565431356430054,
-0.23412787914276123,
0.16936945915222168,
0.1115632951259613,
0.5436205267906189,
0.5289434194564819,
-0.9064835906028748,
-0.42048099637031555,
-0.23253290355205536,
-0.9674280881881714,
-0.1889929622411728,
0.07422114163637161,
-0.3488865792751312,
0.3202936351299286,
0.1392936259508133,
-0.636381208896637,
0.4955219030380249,
0.5332895517349243,
-0.5782415866851807,
0.23228399455547333,
0.14391347765922546,
0.12687642872333527,
-1.3535302877426147,
0.20580418407917023,
0.42318791151046753,
0.08639924228191376,
-0.5830172896385193,
-0.4240518808364868,
-0.14504891633987427,
0.045809853821992874,
-0.206539586186409,
0.7539732456207275,
-0.3526686728000641,
0.21988213062286377,
0.16720694303512573,
0.14542517066001892,
-0.030983207747340202,
0.6194869875907898,
0.06658904254436493,
0.16939197480678558,
0.8843911290168762,
-0.3448638916015625,
0.4354480803012848,
0.6088892817497253,
-0.09688520431518555,
0.8155044913291931,
-0.6234866976737976,
0.07263078540563583,
-0.40508541464805603,
0.3951064944267273,
-0.7261172533035278,
-0.5779048204421997,
0.6318953633308411,
-0.5425159335136414,
0.49522387981414795,
-0.159107968211174,
-0.5499271154403687,
-0.5820558071136475,
-0.5333739519119263,
0.15598978102207184,
0.5238686203956604,
-0.2706893980503082,
0.6967672109603882,
0.6927134394645691,
-0.05974394455552101,
-0.25152692198753357,
-0.8958703875541687,
-0.016081932932138443,
-0.3779078722000122,
-0.6585867404937744,
0.3233521282672882,
-0.248988077044487,
-0.04078522324562073,
0.14800651371479034,
0.17173363268375397,
0.15746597945690155,
0.018568648025393486,
0.43815895915031433,
0.19247473776340485,
0.15875446796417236,
0.18041758239269257,
0.04139203205704689,
-0.11366701126098633,
0.2043359875679016,
0.15299910306930542,
0.30090397596359253,
-0.24172048270702362,
-0.12646494805812836,
-0.4435800015926361,
0.36947205662727356,
0.41146114468574524,
-0.1758895367383957,
0.5527694225311279,
0.9715443253517151,
-0.4953477680683136,
0.007111726328730583,
-0.349821001291275,
-0.11295457929372787,
-0.36376044154167175,
0.24375809729099274,
-0.15875495970249176,
-0.8955732583999634,
0.9292213320732117,
-0.015884052962064743,
-0.024903522804379463,
0.711092472076416,
0.6678014993667603,
-0.14631244540214539,
0.8089568614959717,
0.5391514897346497,
-0.40012484788894653,
0.4789876341819763,
-0.4126785397529602,
-0.0037716322112828493,
-0.8495960831642151,
-0.3656918406486511,
-0.45185354351997375,
-0.5726930499076843,
-0.9583259224891663,
-0.3349979519844055,
0.061844389885663986,
-0.024552125483751297,
-0.3038594424724579,
0.23720471560955048,
-0.7333330512046814,
0.1315067559480667,
0.3623568117618561,
0.28419893980026245,
-0.2415715456008911,
-0.09067635983228683,
0.06947891414165497,
0.001132905832491815,
-0.5085843205451965,
-0.35241881012916565,
0.9037620425224304,
0.5038588047027588,
0.4017426073551178,
-0.02089260332286358,
0.8302060961723328,
0.3012027442455292,
0.3424678444862366,
-0.5269062519073486,
0.5398193001747131,
-0.11762700229883194,
-0.3984743654727936,
-0.23754994571208954,
-0.5124970078468323,
-0.7775945663452148,
-0.2686448097229004,
-0.282523512840271,
-0.9160353541374207,
0.5102365016937256,
0.14457246661186218,
-0.029560988768935204,
0.2656925320625305,
-0.767021119594574,
1.0954008102416992,
-0.23658837378025055,
-0.3542516231536865,
0.2855572998523712,
-1.0593256950378418,
0.13934661448001862,
0.14569252729415894,
0.3250982463359833,
-0.4061601758003235,
0.1554698646068573,
0.9789333343505859,
-0.5399165153503418,
1.103327989578247,
-0.5020976662635803,
0.18339800834655762,
0.42547038197517395,
-0.16673043370246887,
0.4923788607120514,
-0.08367544412612915,
-0.23490238189697266,
0.39665061235427856,
-0.05923273786902428,
-0.3454607427120209,
-0.4640030264854431,
0.4786597490310669,
-0.7392433285713196,
0.08170430362224579,
-0.34933698177337646,
-0.42789503931999207,
-0.11225088685750961,
0.1512788087129593,
0.2105424702167511,
0.297223836183548,
-0.12717735767364502,
0.06368041038513184,
0.4882837235927582,
-0.32012939453125,
0.26151394844055176,
0.06576789915561676,
-0.035908862948417664,
-0.5444879531860352,
0.8928307294845581,
0.0015319642843678594,
-0.21966199576854706,
0.2081010490655899,
0.29373446106910706,
-0.3081972599029541,
-0.0008730593253858387,
-0.350081205368042,
0.31752827763557434,
-0.6227918863296509,
-0.3584293723106384,
-0.7106271982192993,
0.028620753437280655,
-0.48767387866973877,
-0.13299816846847534,
-0.23879151046276093,
-0.2574883699417114,
-0.4625515937805176,
-0.438068151473999,
0.960881233215332,
0.4833534359931946,
-0.4561295509338379,
0.13409803807735443,
-0.5711595416069031,
0.22899413108825684,
-0.10315544903278351,
0.5900949239730835,
-0.048648178577423096,
-0.23991093039512634,
-0.32364752888679504,
0.140152245759964,
-0.036437470465898514,
-0.7730479836463928,
0.4524725377559662,
0.04098900035023689,
0.21669265627861023,
0.10225643962621689,
0.2931155562400818,
0.5657737851142883,
-0.10517945885658264,
0.8280587196350098,
0.13948732614517212,
-0.9208081960678101,
0.6479408144950867,
-0.41213259100914,
0.21979711949825287,
0.7394014000892639,
0.5265324115753174,
-0.6553976535797119,
-0.1504761427640915,
-0.8325244188308716,
-1.0641860961914062,
0.8844963908195496,
0.37650930881500244,
0.1508312076330185,
0.0059858583845198154,
0.43280601501464844,
-0.3192978799343109,
0.3157626688480377,
-0.6485766172409058,
-0.7665975689888,
-0.318376362323761,
-0.6585952043533325,
-0.02162032760679722,
-0.30484873056411743,
-0.22059571743011475,
-0.4427516758441925,
0.671868622303009,
-0.11960330605506897,
0.5407645106315613,
0.31042781472206116,
0.1609126180410385,
-0.24678094685077667,
0.04959683492779732,
0.23831506073474884,
-0.0009131231927312911,
-0.3836109936237335,
-0.07407190650701523,
0.0016955927712842822,
-0.4020806849002838,
-0.15427568554878235,
0.5265103578567505,
-0.04663895443081856,
-0.06213334575295448,
0.3694911599159241,
0.9647656679153442,
0.18518507480621338,
-0.3696771264076233,
0.5247765183448792,
-0.19029924273490906,
-0.29848042130470276,
-0.2218763530254364,
-0.19593404233455658,
0.11658975481987,
0.33503058552742004,
0.006958359386771917,
-0.22271451354026794,
0.18266203999519348,
-0.4206751883029938,
0.2954026758670807,
0.06377767026424408,
-0.4665125012397766,
-0.5379310846328735,
0.42213571071624756,
0.18303443491458893,
-0.11595217883586884,
0.4998747706413269,
-0.19812822341918945,
-0.7037203907966614,
0.6584256887435913,
0.12406056374311447,
1.03764808177948,
-0.15254302322864532,
0.3198438882827759,
0.6479862928390503,
0.15302453935146332,
-0.1078624427318573,
0.6474564075469971,
-0.14584755897521973,
-0.744408905506134,
0.018053650856018066,
-0.6005539894104004,
-0.348273903131485,
-0.09059233218431473,
-0.844590425491333,
0.341849684715271,
-0.29591068625450134,
-0.21670974791049957,
-0.06987656652927399,
0.2114884853363037,
-0.8385888338088989,
0.3761014938354492,
0.11986473202705383,
0.9587005376815796,
-1.1505118608474731,
0.3905886113643646,
0.797033965587616,
-0.6647849082946777,
-0.980199933052063,
-0.15274696052074432,
0.4206893742084503,
-0.4592765271663666,
0.17201517522335052,
0.22040347754955292,
0.444642037153244,
-0.1502530872821808,
-0.7893844842910767,
-0.4804663062095642,
1.1639273166656494,
0.1721288561820984,
-0.29871225357055664,
0.2677927315235138,
0.1541440784931183,
0.8046480417251587,
-0.33789756894111633,
0.40682411193847656,
0.5924926996231079,
0.6696085333824158,
0.2718867063522339,
-0.4816959798336029,
0.28653669357299805,
-0.7746585607528687,
-0.22069399058818817,
0.16000418365001678,
-0.906345784664154,
0.4585632085800171,
-0.009930145926773548,
-0.15404866635799408,
-0.41900739073753357,
0.5547389388084412,
0.28846275806427,
0.5059818029403687,
0.3957805335521698,
0.8472248911857605,
0.9168789982795715,
-0.39888909459114075,
1.2998161315917969,
-0.32528552412986755,
0.5507499575614929,
0.9772192239761353,
-0.15611794590950012,
0.6497786641120911,
0.19552966952323914,
-0.363691121339798,
0.4504346549510956,
0.9219582080841064,
-0.14307110011577606,
0.21878400444984436,
0.29562559723854065,
-0.03434352949261665,
-0.03757112845778465,
-0.3088802397251129,
-0.41750654578208923,
0.2548641860485077,
0.2753582000732422,
-0.3541806638240814,
0.00039399860543198884,
-0.023718934506177902,
0.43991976976394653,
-0.22685958445072174,
-0.1195748895406723,
0.782674252986908,
0.1946553885936737,
-0.161496102809906,
0.2687101662158966,
-0.22348849475383759,
0.6037421226501465,
-0.5164191126823425,
0.05652550980448723,
-0.3626270294189453,
-0.0971146821975708,
-0.5628967881202698,
-0.982121467590332,
0.4156135022640228,
0.1398574858903885,
-0.20437131822109222,
-0.3747151494026184,
0.7269647717475891,
-0.5608559250831604,
-0.68828284740448,
0.46639928221702576,
0.28404390811920166,
0.2983226776123047,
0.05036280304193497,
-1.1218665838241577,
0.549375057220459,
0.02914285473525524,
-0.6553605198860168,
0.23826470971107483,
0.7831268906593323,
0.04204622656106949,
0.41144317388534546,
0.43318817019462585,
0.006789396516978741,
-0.4240489602088928,
0.3085477650165558,
1.0428118705749512,
-0.7160951495170593,
-0.378481388092041,
-0.7561042308807373,
1.0683051347732544,
-0.2734842598438263,
-0.3689030706882477,
0.582064151763916,
0.575848400592804,
0.7938043475151062,
0.13573728501796722,
0.87310791015625,
-0.5782155990600586,
0.4486096501350403,
-0.2025202363729477,
0.6626680493354797,
-0.8175060749053955,
-0.10661455988883972,
-0.8757566213607788,
-0.547090470790863,
-0.5723456740379333,
0.5782128572463989,
-0.23248352110385895,
0.2772056460380554,
0.33520829677581787,
0.7607668042182922,
0.13618622720241547,
0.1292804777622223,
-0.14159958064556122,
0.5360497236251831,
0.22322271764278412,
0.5761712789535522,
0.25519347190856934,
-0.6729628443717957,
0.1804105043411255,
-0.5617853403091431,
-0.3055758476257324,
-0.10455779731273651,
-1.0882952213287354,
-0.7893855571746826,
-1.0293453931808472,
-0.7273021340370178,
-0.6237015128135681,
-0.15315046906471252,
1.0720832347869873,
0.44105473160743713,
-0.8258323073387146,
-0.20746497809886932,
-0.01752389222383499,
0.18478694558143616,
0.11466914415359497,
-0.29200389981269836,
0.6822158694267273,
0.21101701259613037,
-0.620441734790802,
-0.21982572972774506,
0.24930447340011597,
0.15548230707645416,
0.12773005664348602,
-0.14332665503025055,
-0.2116098254919052,
-0.22535906732082367,
0.5900284647941589,
0.38095393776893616,
-0.29193800687789917,
-0.06306232511997223,
-0.16490180790424347,
-0.03028268553316593,
0.1746581643819809,
0.39806127548217773,
-0.28636953234672546,
0.4005815386772156,
0.5003952383995056,
0.47151678800582886,
0.5947886109352112,
0.07701199501752853,
0.1950172781944275,
-0.5856741070747375,
0.04378766193985939,
0.11235857009887695,
0.5158610939979553,
0.5320758819580078,
-0.5231103301048279,
0.8389465808868408,
0.3454151749610901,
-0.43618860840797424,
-0.7931718230247498,
-0.18774285912513733,
-1.366946816444397,
0.1376795917749405,
1.1989823579788208,
-0.08872835338115692,
-0.4777641296386719,
0.19744667410850525,
-0.23260490596294403,
0.43352174758911133,
-0.7324015498161316,
0.5928391218185425,
0.8025586009025574,
-0.12258291244506836,
-0.28190895915031433,
-0.31880050897598267,
0.6420038342475891,
-0.004403361584991217,
-1.1685999631881714,
0.31329819560050964,
0.5733442306518555,
0.06422916799783707,
0.1384548544883728,
0.8010818958282471,
-0.23934917151927948,
-0.08266718685626984,
-0.19174960255622864,
0.5670637488365173,
-0.0039099883288145065,
0.06505385786294937,
-0.49350565671920776,
-0.15011964738368988,
-0.46740373969078064,
-0.010445279069244862
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
cdt | null | 2023-01-25T14:27:46Z | 370 | 0 | null | [
"task_categories:text-classification",
"task_ids:sentiment-classification",
"annotations_creators:expert-generated",
"language_creators:other",
"multilinguality:monolingual",
"size_categories:10K<n<100K",
"source_datasets:original",
"language:pl",
"license:bsd-3-clause",
"region:us"
] | 2023-01-25T14:27:46Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- expert-generated
language_creators:
- other
language:
- pl
license:
- bsd-3-clause
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
source_datasets:
- original
task_categories:
- text-classification
task_ids:
- sentiment-classification
pretty_name: cdt
dataset_info:
features:
- name: sentence
dtype: string
- name: target
dtype:
class_label:
names:
'0': '0'
'1': '1'
splits:
- name: train
num_bytes: 1104322
num_examples: 10041
- name: test
num_bytes: 109681
num_examples: 1000
download_size: 375476
dataset_size: 1214003
---
# Dataset Card for [Dataset Name]
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:**
http://2019.poleval.pl/index.php/tasks/
- **Repository:**
https://github.com/ptaszynski/cyberbullying-Polish
- **Paper:**
- **Leaderboard:**
https://klejbenchmark.com/leaderboard/
- **Point of Contact:**
### Dataset Summary
The Cyberbullying Detection task was part of 2019 edition of PolEval competition. The goal is to predict if a given Twitter message contains a cyberbullying (harmful) content.
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
Polish
## Dataset Structure
### Data Instances
[More Information Needed]
### Data Fields
- sentence: an anonymized tweet in polish
- target: 1 if tweet is described as bullying, 0 otherwise. The test set doesn't have labels so -1 is used instead.
### Data Splits
[More Information Needed]
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
BSD 3-Clause
### Citation Information
[More Information Needed]
### Contributions
Thanks to [@abecadel](https://github.com/abecadel) for adding this dataset. | [
-0.4359819293022156,
-0.9018093943595886,
0.12877511978149414,
0.4601685106754303,
-0.2763988673686981,
0.36932000517845154,
-0.20888793468475342,
-0.3795419931411743,
0.5492820739746094,
0.4373607039451599,
-0.873173713684082,
-1.141824722290039,
-0.8133158683776855,
0.04199712350964546,
-0.30314528942108154,
1.083396315574646,
-0.04746060073375702,
-0.07767634093761444,
-0.11150254309177399,
0.05456286296248436,
-0.6438013911247253,
-0.5862202644348145,
-0.4890469014644623,
-0.2264467179775238,
0.20483314990997314,
0.8179774880409241,
0.3990563452243805,
0.6264378428459167,
0.577290415763855,
0.3095884919166565,
-0.08791293948888779,
0.12760068476200104,
-0.7294645309448242,
-0.006690629292279482,
-0.30989524722099304,
-0.0719703659415245,
-0.7882881760597229,
0.05957413092255592,
0.5326277613639832,
0.4822322726249695,
0.010204283520579338,
0.5905847549438477,
0.2173996865749359,
0.334383487701416,
-0.537708580493927,
0.5944294929504395,
-0.42373910546302795,
0.10893572866916656,
-0.4611463248729706,
-0.2061460018157959,
-0.14857326447963715,
-0.4368894398212433,
-0.3310471475124359,
-0.5747378468513489,
0.16062968969345093,
0.0329977311193943,
0.9042791128158569,
-0.18318986892700195,
-0.1849917322397232,
-0.12628990411758423,
-0.5270134210586548,
0.726591169834137,
-0.6553794145584106,
-0.026761284098029137,
0.8978654146194458,
0.31672218441963196,
0.18256086111068726,
-0.7514956593513489,
-0.3161308169364929,
0.4087217152118683,
-0.07667296379804611,
0.18825507164001465,
-0.3061942160129547,
-0.19871555268764496,
0.42873236536979675,
0.23006264865398407,
-0.5263077616691589,
-0.14387337863445282,
-0.7789841890335083,
-0.40817558765411377,
1.006775975227356,
0.3870174288749695,
0.18644797801971436,
-0.3259083032608032,
-0.2037949115037918,
-0.12898367643356323,
-0.4150756299495697,
-0.04358149692416191,
0.3349837064743042,
0.6832482218742371,
-0.7009375691413879,
0.6300608515739441,
-0.2612355947494507,
0.43379878997802734,
0.05599750205874443,
-0.14940597116947174,
0.8300336599349976,
-0.7563601136207581,
0.11386752873659134,
0.18816718459129333,
0.9694788455963135,
0.6462761163711548,
0.24416880309581757,
0.12614399194717407,
-0.09230892360210419,
-0.00034364027669653296,
0.16377174854278564,
-0.919167160987854,
-0.2665019631385803,
0.46240946650505066,
-0.6014901995658875,
-0.542614758014679,
0.24135376513004303,
-1.0833711624145508,
-0.20881278812885284,
-0.2525029182434082,
0.2960391938686371,
-0.23166252672672272,
-0.38071537017822266,
-0.09319407492876053,
-0.23370514810085297,
0.10138990730047226,
0.11027456074953079,
-0.6030299067497253,
0.5407419204711914,
0.6348859071731567,
0.769470751285553,
-0.0950864851474762,
-0.15600986778736115,
-0.35565540194511414,
0.02317987196147442,
-0.23679229617118835,
0.6473655700683594,
-0.319566547870636,
-0.4373663663864136,
0.20904210209846497,
0.25497129559516907,
0.020663291215896606,
-0.346167653799057,
0.8294556736946106,
-0.11981961876153946,
0.36834558844566345,
-0.5639800429344177,
-0.4516477882862091,
-0.0758170634508133,
0.30579039454460144,
-0.5703211426734924,
1.3077189922332764,
0.1481357365846634,
-0.9846687912940979,
0.3769245445728302,
-0.829685628414154,
-0.5468543171882629,
0.30641260743141174,
0.015326538123190403,
-0.6062233448028564,
-0.3528359830379486,
0.041384898126125336,
0.7037261128425598,
-0.3058968782424927,
0.33570700883865356,
-0.5581459999084473,
-0.14838820695877075,
0.015288328751921654,
0.015987537801265717,
1.3753223419189453,
0.14231106638908386,
-0.4429420828819275,
0.1871805489063263,
-0.8468897938728333,
-0.03955550119280815,
0.33643823862075806,
-0.04551667347550392,
-0.14740468561649323,
-0.12963224947452545,
0.4904744029045105,
0.3941919505596161,
0.30649760365486145,
-0.6980863213539124,
-0.07308044284582138,
0.07445847243070602,
0.5004085898399353,
0.6663443446159363,
0.24148306250572205,
0.10953718423843384,
-0.3198683559894562,
0.5436804294586182,
-0.020629586651921272,
0.5046195983886719,
0.2686111629009247,
-0.7831994295120239,
-0.3470688462257385,
-0.1869412064552307,
0.2621176838874817,
0.7970352172851562,
-0.6816281676292419,
0.8292195796966553,
-0.46653252840042114,
-0.5870984196662903,
-0.42825838923454285,
0.18025770783424377,
0.46240106225013733,
0.5555315017700195,
0.3984697461128235,
-0.32697993516921997,
-0.9153158664703369,
-0.8220523595809937,
0.24321208894252777,
-0.22661450505256653,
0.25165408849716187,
0.4826515018939972,
0.906411349773407,
0.14891628921031952,
0.8335537314414978,
-0.5171424150466919,
-0.21279309689998627,
-0.5436971187591553,
0.15420979261398315,
0.21618393063545227,
0.36925065517425537,
0.5739458799362183,
-1.0395913124084473,
-0.6902985572814941,
-0.4129430055618286,
-0.8508816361427307,
-0.48734575510025024,
0.1904996782541275,
-0.20249243080615997,
-0.08911047875881195,
0.31569114327430725,
-0.24952703714370728,
0.6142961978912354,
0.4894219934940338,
-0.7694138884544373,
0.6185822486877441,
0.29600727558135986,
0.2333841323852539,
-1.2109577655792236,
0.16245511174201965,
0.1060616597533226,
-0.15927837789058685,
-0.8665593862533569,
-0.3254753351211548,
0.024104854092001915,
0.08076801151037216,
-0.5254405736923218,
0.6520235538482666,
-0.037653643637895584,
0.1412467360496521,
-0.06178857758641243,
0.34183305501937866,
-0.026863573119044304,
0.23837825655937195,
-0.014464308507740498,
0.6105309724807739,
0.7184983491897583,
-0.5883843898773193,
0.45988062024116516,
0.5941693186759949,
-0.2222800999879837,
0.8639952540397644,
-0.8348191976547241,
-0.11894997954368591,
-0.14735539257526398,
0.14378103613853455,
-0.9874714016914368,
-0.47747698426246643,
0.6556703448295593,
-0.8894015550613403,
0.10666841268539429,
-0.026485498994588852,
-0.7947700619697571,
-0.6370517611503601,
-0.6425264477729797,
0.16155041754245758,
0.2646562159061432,
-0.28530335426330566,
0.1983787715435028,
0.8544409275054932,
-0.09001287072896957,
-0.5161172151565552,
-0.8437268733978271,
0.1763584166765213,
-0.33023256063461304,
-0.7075324654579163,
0.6236290335655212,
-0.25674745440483093,
-0.21443288028240204,
0.06285911798477173,
0.339671790599823,
-0.1368359625339508,
0.14709076285362244,
0.2794998586177826,
0.31504759192466736,
0.10536003112792969,
0.006761269178241491,
-0.2135428488254547,
0.08827478438615799,
0.11048299074172974,
0.18486520648002625,
0.6456741690635681,
0.01526821218430996,
-0.03159065917134285,
-0.30389684438705444,
0.3992161154747009,
0.00869004800915718,
-0.1367163360118866,
0.7582420706748962,
1.064038872718811,
-0.5475752353668213,
-0.11792262643575668,
-0.41880354285240173,
-0.28961580991744995,
-0.43039482831954956,
0.27111783623695374,
-0.17099055647850037,
-0.7001144886016846,
0.8750419020652771,
0.33606770634651184,
0.0021524732001125813,
0.5859789252281189,
0.7071581482887268,
0.05990275368094444,
0.8564710021018982,
0.40846896171569824,
-0.2800653874874115,
0.5568513870239258,
-0.4405077397823334,
0.13531728088855743,
-0.6655459403991699,
-0.43772345781326294,
-0.5844045877456665,
-0.3785402476787567,
-0.8572256565093994,
-0.20722417533397675,
0.019375286996364594,
0.031299229711294174,
-0.44972503185272217,
0.7521975040435791,
-0.497849702835083,
0.20365320146083832,
0.749059796333313,
0.1619509905576706,
-0.08470691740512848,
-0.06105797365307808,
0.04176773503422737,
-0.03408478945493698,
-0.7726457118988037,
-0.4316166043281555,
1.0956695079803467,
0.36040815711021423,
0.29176923632621765,
0.019329912960529327,
0.9589688777923584,
0.3377828598022461,
0.15313678979873657,
-0.4655417799949646,
0.7650694847106934,
-0.17554619908332825,
-1.013042688369751,
-0.33048877120018005,
-0.2981185019016266,
-1.051401138305664,
-0.08731400221586227,
-0.4324210286140442,
-1.006262183189392,
0.40168124437332153,
0.11748183518648148,
-0.17309355735778809,
0.3444508910179138,
-0.48369261622428894,
0.9737507700920105,
-0.022404814139008522,
-0.5420048236846924,
-0.02072581835091114,
-0.8593026399612427,
0.2689659595489502,
-0.11085639894008636,
0.6361625790596008,
-0.2550744116306305,
0.03142841160297394,
1.057129979133606,
-0.44947460293769836,
1.2614692449569702,
-0.22945088148117065,
0.3551248610019684,
0.5902105569839478,
-0.37816011905670166,
0.37617939710617065,
-0.11179456114768982,
-0.013572298921644688,
0.2393931746482849,
-0.18696334958076477,
-0.3256683349609375,
-0.17698562145233154,
0.5456694960594177,
-0.6018258333206177,
-0.1657877266407013,
-0.34537363052368164,
-0.3322227895259857,
-0.02222491055727005,
0.37018510699272156,
0.31934475898742676,
0.2249918282032013,
-0.2728409171104431,
0.4351373314857483,
0.5683640241622925,
-0.21154581010341644,
0.30209189653396606,
0.30437764525413513,
-0.16666890680789948,
-0.723785936832428,
0.8307775855064392,
0.32802173495292664,
-0.007683561183512211,
0.2897374629974365,
0.20252034068107605,
-0.36669954657554626,
-0.3458850085735321,
-0.10244431346654892,
0.22206012904644012,
-0.6613669991493225,
-0.36445191502571106,
-0.4418953061103821,
-0.3940577507019043,
-0.7793422341346741,
-0.002737306524068117,
-0.13858813047409058,
-0.6020334959030151,
-0.3109022080898285,
-0.5354315042495728,
0.6439687609672546,
0.6001296639442444,
-0.658244252204895,
0.26868072152137756,
-0.6257081031799316,
0.36872702836990356,
-0.03890799358487129,
0.4704609513282776,
-0.17551517486572266,
-0.5167850852012634,
-0.38933590054512024,
0.03952682390809059,
-0.5129618644714355,
-0.9844428896903992,
0.48742586374282837,
0.06619766354560852,
0.7136359810829163,
0.2167990356683731,
0.19143451750278473,
0.4260367155075073,
-0.17307618260383606,
1.027224063873291,
0.0292044784873724,
-0.6674129962921143,
0.81735759973526,
-0.6199142932891846,
0.1350160539150238,
0.7355893850326538,
0.5507364273071289,
-0.5986548662185669,
-0.15681789815425873,
-1.0417991876602173,
-1.1181155443191528,
0.7734082341194153,
0.31725674867630005,
0.23900651931762695,
-0.24651485681533813,
-0.030524080619215965,
-0.21661673486232758,
0.3519171476364136,
-0.9405685663223267,
-0.8671751022338867,
-0.25494837760925293,
-0.2023349404335022,
-0.027158621698617935,
-0.367603600025177,
-0.2858424186706543,
-0.417076975107193,
0.8983912467956543,
0.3416042625904083,
0.322258859872818,
-0.19572409987449646,
0.17305031418800354,
-0.10876910388469696,
0.13912886381149292,
0.39866143465042114,
0.5723229646682739,
-0.42054831981658936,
-0.10742411017417908,
0.020934393629431725,
-0.7109866738319397,
-0.15974606573581696,
0.1530626118183136,
-0.35795024037361145,
0.07799014449119568,
0.5000964999198914,
0.9404668807983398,
0.24385355412960052,
-0.38140085339546204,
0.7362363934516907,
0.178756445646286,
-0.6009263396263123,
-0.49426379799842834,
-0.2041008174419403,
-0.06999321281909943,
0.20569263398647308,
0.3183342516422272,
-0.44223088026046753,
0.15228940546512604,
-0.5232324600219727,
0.47609931230545044,
0.09654896706342697,
-0.25715401768684387,
-0.4219205677509308,
0.6885091662406921,
0.1346110999584198,
-0.5274759531021118,
0.3636876940727234,
-0.3703468441963196,
-0.5735219120979309,
0.6107610464096069,
0.41434749960899353,
0.9055951833724976,
-0.37822452187538147,
0.6159660816192627,
0.8293520212173462,
0.3344402015209198,
-0.036840520799160004,
0.8623254895210266,
0.08506646752357483,
-0.8222463130950928,
-0.2672170102596283,
-0.4040643870830536,
-0.14882853627204895,
0.294179767370224,
-0.8015594482421875,
0.5751883387565613,
-0.6082080006599426,
-0.5006182789802551,
0.16641820967197418,
0.16882799565792084,
-0.8412741422653198,
0.28603607416152954,
0.1334807574748993,
0.8430528044700623,
-1.2710614204406738,
0.5999545454978943,
0.6766195893287659,
-0.6092052459716797,
-0.6605451107025146,
-0.46389392018318176,
0.420138418674469,
-0.693799614906311,
0.6154143810272217,
-0.02747039869427681,
0.4560200870037079,
-0.2683635652065277,
-0.7888308763504028,
-0.8888411521911621,
1.190929651260376,
-0.01470062043517828,
-0.17854347825050354,
0.30547621846199036,
0.4143316149711609,
0.6935446858406067,
-0.49498888850212097,
0.12839750945568085,
0.5309012532234192,
0.7304008603096008,
0.17894896864891052,
-0.8564736247062683,
0.15379822254180908,
-0.5017811059951782,
-0.15044298768043518,
0.02744925767183304,
-0.5875462293624878,
0.7486329674720764,
0.11710870265960693,
-0.159714013338089,
-0.4873034656047821,
0.35848987102508545,
0.4264875054359436,
0.44602519273757935,
0.3047478199005127,
0.5891047716140747,
0.5674226880073547,
-0.1851472705602646,
1.014265537261963,
-0.43547293543815613,
0.3595947325229645,
1.263660192489624,
0.20452579855918884,
0.848694920539856,
0.13551177084445953,
-0.3419650197029114,
0.36526718735694885,
0.8132520914077759,
-0.3390926420688629,
0.5260707139968872,
0.14986592531204224,
0.041318874806165695,
-0.20736125111579895,
-0.36774733662605286,
-0.3075576722621918,
0.488786518573761,
0.5208061933517456,
-0.4870099425315857,
-0.24774181842803955,
-0.02672637067735195,
0.3830576241016388,
0.05040856823325157,
-0.5068455338478088,
0.732835590839386,
-0.08702265471220016,
-0.27438169717788696,
0.350484162569046,
-0.02473810873925686,
0.5812510251998901,
-0.394759863615036,
-0.05966190993785858,
-0.03265231102705002,
-0.05822350084781647,
-0.4551752209663391,
-1.173174500465393,
0.4541703164577484,
0.025305071845650673,
-0.275529682636261,
-0.3739894926548004,
0.8830609917640686,
-0.4616142213344574,
-0.7345885634422302,
0.3377913534641266,
0.4049924612045288,
0.2763849198818207,
0.1477571576833725,
-1.083848237991333,
0.273572713136673,
-0.015698356553912163,
-0.21533174812793732,
0.267820805311203,
0.45419836044311523,
-0.2114369422197342,
0.49200284481048584,
0.3515656888484955,
0.28130969405174255,
-0.054196618497371674,
0.30043748021125793,
0.8817288875579834,
-0.4800272285938263,
-0.3856430649757385,
-0.6189414858818054,
0.763396143913269,
-0.6335400938987732,
-0.37045368552207947,
0.9729793667793274,
0.765900731086731,
1.0290766954421997,
0.1789359748363495,
0.9664793014526367,
-0.5639310479164124,
0.9288004040718079,
-0.0681101605296135,
0.6162676811218262,
-0.36120548844337463,
-0.025217579677700996,
-0.5945000052452087,
-0.7705275416374207,
-0.37822410464286804,
0.7191412448883057,
-0.5839322805404663,
0.13723379373550415,
0.42983487248420715,
0.784241795539856,
-0.027089186012744904,
0.049595560878515244,
0.12071069329977036,
0.4864383637905121,
0.13177978992462158,
0.15362700819969177,
0.2015603631734848,
-0.6681607365608215,
0.5570704340934753,
-0.7124189734458923,
-0.228827565908432,
-0.20718078315258026,
-0.9572598934173584,
-1.0368623733520508,
-0.8681312203407288,
-0.6810880899429321,
-0.6312795877456665,
0.1462271809577942,
0.9534228444099426,
0.6457810401916504,
-1.170885682106018,
-0.4443407356739044,
0.1898503452539444,
0.1706664264202118,
-0.18934403359889984,
-0.304140567779541,
0.3982012867927551,
0.019084956496953964,
-0.5497090816497803,
-0.045419689267873764,
-0.12210407108068466,
-0.12440210580825806,
0.062496013939380646,
0.03303882107138634,
-0.39862775802612305,
-0.12176820635795593,
0.7349612712860107,
0.34405168890953064,
-0.35954445600509644,
-0.3955140709877014,
-0.010331270284950733,
0.031935617327690125,
0.09393328428268433,
0.30932626128196716,
-0.20012813806533813,
0.3812672197818756,
0.7715522646903992,
0.1438724249601364,
0.7107378244400024,
0.13072380423545837,
0.27463266253471375,
-0.8385566473007202,
-0.07324150204658508,
0.18413086235523224,
0.27285727858543396,
0.38531020283699036,
-0.325571745634079,
0.7656601667404175,
0.3922897279262543,
-0.40964436531066895,
-0.8129929900169373,
-0.22641097009181976,
-1.0308260917663574,
-0.15943962335586548,
1.4171429872512817,
0.010392074473202229,
-0.2479226291179657,
-0.4209323227405548,
-0.09451194107532501,
0.23915866017341614,
-0.7276005744934082,
0.7785680890083313,
1.0253937244415283,
0.11243285983800888,
-0.09369722008705139,
-0.7322924733161926,
0.567034900188446,
-0.4206814169883728,
-0.9781091809272766,
0.12799830734729767,
0.44082531332969666,
0.2786020338535309,
0.21457533538341522,
0.7891190052032471,
-0.3208756744861603,
0.18146657943725586,
0.05079031363129616,
0.2559409439563751,
-0.051067106425762177,
-0.2573486268520355,
-0.02374175190925598,
0.07607992738485336,
-0.39822614192962646,
-0.19828592240810394
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
few_rel | null | 2023-06-01T14:59:47Z | 370 | 2 | fewrel | [
"task_categories:other",
"annotations_creators:crowdsourced",
"annotations_creators:machine-generated",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:10K<n<100K",
"size_categories:n<1K",
"source_datasets:original",
"language:en",
"license:mit",
"relation-extraction",
"arxiv:1810.10147",
"arxiv:1910.07124",
"region:us"
] | 2023-06-01T14:59:47Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- crowdsourced
- machine-generated
language_creators:
- found
language:
- en
license:
- mit
multilinguality:
- monolingual
size_categories:
- 10K<n<100K
- n<1K
source_datasets:
- original
task_categories:
- other
task_ids: []
paperswithcode_id: fewrel
pretty_name: Few-Shot Relation Classification Dataset
tags:
- relation-extraction
dataset_info:
- config_name: default
features:
- name: relation
dtype: string
- name: tokens
sequence: string
- name: head
struct:
- name: text
dtype: string
- name: type
dtype: string
- name: indices
sequence:
sequence: int64
- name: tail
struct:
- name: text
dtype: string
- name: type
dtype: string
- name: indices
sequence:
sequence: int64
- name: names
sequence: string
splits:
- name: train_wiki
num_bytes: 19923155
num_examples: 44800
- name: val_nyt
num_bytes: 1385642
num_examples: 2500
- name: val_pubmed
num_bytes: 488502
num_examples: 1000
- name: val_semeval
num_bytes: 2646249
num_examples: 8851
- name: val_wiki
num_bytes: 5147348
num_examples: 11200
- name: pubmed_unsupervised
num_bytes: 1117703
num_examples: 2500
download_size: 22674323
dataset_size: 30708599
- config_name: pid2name
features:
- name: relation
dtype: string
- name: names
sequence: string
splits:
- name: pid2name
num_bytes: 81607
num_examples: 744
download_size: 22674323
dataset_size: 81607
config_names:
- default
- pid2name
---
# Dataset Card for few_rel
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [GitHub Page](https://thunlp.github.io/)
- **Repository:** [GitHub](https://github.com/thunlp/FewRel)
- **Paper:** [FewRel](https://arxiv.org/abs/1810.10147), [FewRel 2.0](https://arxiv.org/abs/1910.07124)
- **Leaderboard:** [GitHub Leaderboard](https://thunlp.github.io/fewrel.html)
- **Point of Contact:** [Needs More Information]
### Dataset Summary
FewRel is a large-scale few-shot relation extraction dataset, which contains more than one hundred relations and tens of thousands of annotated instances cross different domains.
### Supported Tasks and Leaderboards
[Needs More Information]
### Languages
The dataset contaings English text, as used by writers on Wikipedia, and crowdsourced English annotations.
## Dataset Structure
### Data Instances
An instance from `train_wiki` split:
```
{'head': {'indices': [[16]], 'text': 'tjq', 'type': 'Q1331049'}, 'names': ['place served by transport hub', 'territorial entity or entities served by this transport hub (airport, train station, etc.)'], 'relation': 'P931', 'tail': {'indices': [[13, 14]], 'text': 'tanjung pandan', 'type': 'Q3056359'}, 'tokens': ['Merpati', 'flight', '106', 'departed', 'Jakarta', '(', 'CGK', ')', 'on', 'a', 'domestic', 'flight', 'to', 'Tanjung', 'Pandan', '(', 'TJQ', ')', '.']}
```
### Data Fields
For `default`:
- `relation`: a `string` feature containing PID of the relation.
- `tokens`: a `list` of `string` features containing tokens for the text.
- `head`: a dictionary containing:
- `text`: a `string` feature representing the head entity.
- `type`: a `string` feature representing the type of the head entity.
- `indices`: a `list` containing `list` of token indices.
- `tail`: a dictionary containing:
- `text`: a `string` feature representing the tail entity.
- `type`: a `string` feature representing the type of the tail entity.
- `indices`: a `list` containing `list` of token indices.
- `names`: a `list` of `string` features containing relation names. For `pubmed_unsupervised` split, this is set to a `list` with an empty `string`. For `val_semeval` and `val_pubmed` split, this is set to a `list` with the `string` from the `relation` field.
### Data Splits
`train_wiki`: 44800
`val_nyt`: 2500
`val_pubmed`: 1000
`val_semeval`: 8851
`val_wiki`: 11200
`pubmed_unsupervised`: 2500
## Dataset Creation
### Curation Rationale
[Needs More Information]
### Source Data
#### Initial Data Collection and Normalization
[Needs More Information]
#### Who are the source language producers?
[Needs More Information]
### Annotations
#### Annotation process
[Needs More Information]
#### Who are the annotators?
[Needs More Information]
### Personal and Sensitive Information
[Needs More Information]
## Considerations for Using the Data
### Social Impact of Dataset
[Needs More Information]
### Discussion of Biases
[Needs More Information]
### Other Known Limitations
[Needs More Information]
## Additional Information
### Dataset Curators
For FewRel:
Han, Xu and Zhu, Hao and Yu, Pengfei and Wang, Ziyun and Yao, Yuan and Liu, Zhiyuan and Sun, Maosong
For FewRel 2.0:
Gao, Tianyu and Han, Xu and Zhu, Hao and Liu, Zhiyuan and Li, Peng and Sun, Maosong and Zhou, Jie
### Licensing Information
```
MIT License
Copyright (c) 2018 THUNLP
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
```
### Citation Information
```
@inproceedings{han-etal-2018-fewrel,
title = "{F}ew{R}el: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation",
author = "Han, Xu and Zhu, Hao and Yu, Pengfei and Wang, Ziyun and Yao, Yuan and Liu, Zhiyuan and Sun, Maosong",
booktitle = "Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing",
month = oct # "-" # nov,
year = "2018",
address = "Brussels, Belgium",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D18-1514",
doi = "10.18653/v1/D18-1514",
pages = "4803--4809"
}
```
```
@inproceedings{gao-etal-2019-fewrel,
title = "{F}ew{R}el 2.0: Towards More Challenging Few-Shot Relation Classification",
author = "Gao, Tianyu and Han, Xu and Zhu, Hao and Liu, Zhiyuan and Li, Peng and Sun, Maosong and Zhou, Jie",
booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)",
month = nov,
year = "2019",
address = "Hong Kong, China",
publisher = "Association for Computational Linguistics",
url = "https://www.aclweb.org/anthology/D19-1649",
doi = "10.18653/v1/D19-1649",
pages = "6251--6256"
}
```
### Contributions
Thanks to [@gchhablani](https://github.com/gchhablani) for adding this dataset. | [
-0.5954100489616394,
-0.5328788161277771,
0.4188917875289917,
0.13286863267421722,
-0.2407945841550827,
-0.44945403933525085,
-0.25699928402900696,
-0.4327999949455261,
0.2847457826137543,
0.48682528734207153,
-0.8026845455169678,
-0.8774992227554321,
-0.5050418972969055,
0.31798961758613586,
0.04415339604020119,
1.2123589515686035,
0.07956566661596298,
-0.037643447518348694,
-0.07577025145292282,
-0.3949755132198334,
-0.023165417835116386,
-0.5081700086593628,
-0.3522745966911316,
-0.3906762897968292,
0.4662814140319824,
0.5646964311599731,
0.43242618441581726,
0.6843267679214478,
0.7855077981948853,
0.2503920793533325,
-0.13911746442317963,
0.18949149549007416,
-0.7111565470695496,
-0.19905710220336914,
0.07246146351099014,
-0.44043266773223877,
-0.6896929740905762,
-0.12434864789247513,
0.7285927534103394,
0.6644087433815002,
0.14049915969371796,
0.45448365807533264,
0.11722387373447418,
0.6341676712036133,
-0.4841817617416382,
0.5381987690925598,
-0.42325183749198914,
-0.09081435948610306,
-0.6667460203170776,
0.010727938264608383,
-0.20009222626686096,
-0.3377840220928192,
0.04906370863318443,
-0.8847241997718811,
0.017557941377162933,
0.15327663719654083,
1.2929054498672485,
0.09637340158224106,
-0.2484031319618225,
0.05300304293632507,
-0.3598082661628723,
0.8181062340736389,
-0.9192802309989929,
0.3203456401824951,
0.6847399473190308,
0.213867649435997,
-0.31448161602020264,
-0.8735123872756958,
-0.5963335633277893,
0.18665847182273865,
-0.5159628391265869,
0.08868018537759781,
-0.21064543724060059,
-0.03807494044303894,
0.49767717719078064,
0.30438828468322754,
-0.5659692287445068,
-0.058757536113262177,
-0.3556516468524933,
0.015086894854903221,
0.8029739856719971,
0.4734647870063782,
0.12328069657087326,
-0.7578302025794983,
-0.2565538287162781,
-0.06315593421459198,
-0.5790405869483948,
0.0599084347486496,
0.19953703880310059,
0.5413961410522461,
-0.7157931327819824,
0.614096462726593,
-0.299792617559433,
0.501822292804718,
-0.20682528614997864,
-0.39813941717147827,
0.6589654088020325,
-0.721125066280365,
-0.21664106845855713,
-0.14150778949260712,
1.342991590499878,
0.4683575928211212,
0.12682940065860748,
0.21333760023117065,
0.01232154481112957,
-0.07204573601484299,
-0.2250586301088333,
-0.8996915817260742,
-0.32591482996940613,
0.37061816453933716,
-0.7169083952903748,
-0.2370154857635498,
-0.057935141026973724,
-1.1808569431304932,
-0.19277387857437134,
0.09254928678274155,
0.12053246796131134,
-0.463334321975708,
-0.3051888644695282,
-0.35270607471466064,
-0.1757199764251709,
0.34089040756225586,
0.014188596978783607,
-0.802950382232666,
0.3719562888145447,
0.5997852087020874,
0.882652223110199,
-0.0658579170703888,
-0.4865686595439911,
-0.40480536222457886,
0.11151604354381561,
-0.1663135439157486,
0.8475435972213745,
-0.31261828541755676,
-0.48552072048187256,
0.0751737505197525,
0.15141472220420837,
-0.07381347566843033,
-0.23650988936424255,
0.8462681174278259,
-0.34104153513908386,
0.2369176745414734,
-0.40295547246932983,
-0.5948962569236755,
-0.10124523192644119,
0.5453729629516602,
-0.6539519429206848,
1.1065729856491089,
0.2858426570892334,
-1.2211456298828125,
0.34025314450263977,
-0.6571933031082153,
-0.338623583316803,
0.06089549511671066,
-0.26302313804626465,
-0.7591114640235901,
-0.500390350818634,
0.2607807517051697,
0.624196469783783,
-0.4741469621658325,
-0.09604030847549438,
-0.5826730728149414,
-0.1298309862613678,
0.015714937821030617,
-0.02955600433051586,
1.2660260200500488,
0.18756404519081116,
-0.00017800144269131124,
0.10899433493614197,
-1.0656085014343262,
-0.028279537335038185,
0.34617435932159424,
-0.22556278109550476,
-0.48069941997528076,
-0.2300720363855362,
0.29907530546188354,
0.2685832381248474,
0.18281492590904236,
-0.37728890776634216,
0.48331883549690247,
-0.6728087067604065,
0.22426700592041016,
0.4637967646121979,
0.5709476470947266,
0.5695279836654663,
-0.3738730549812317,
0.3730713427066803,
0.21532636880874634,
0.3025749921798706,
-0.03869340196251869,
-0.7325952649116516,
-0.6462211608886719,
-0.31391552090644836,
0.31334662437438965,
0.5464914441108704,
-0.641869068145752,
0.5398731231689453,
-0.763884961605072,
-0.6607676148414612,
-0.5960215330123901,
0.38040995597839355,
0.36878594756126404,
0.5416319966316223,
0.49994978308677673,
-0.17600791156291962,
-0.7350542545318604,
-0.8394424319267273,
0.14837105572223663,
-0.22948217391967773,
0.25106281042099,
0.49810224771499634,
0.7976728677749634,
-0.34898731112480164,
1.0740848779678345,
-0.8484002947807312,
-0.8178961277008057,
-0.4106460213661194,
0.11055202037096024,
0.5189504623413086,
0.5314528942108154,
0.7945758104324341,
-0.6385998129844666,
-0.603019118309021,
-0.17826566100120544,
-0.9747316241264343,
0.09995784610509872,
-0.11138538271188736,
-0.32684507966041565,
0.008189206942915916,
0.06110304966568947,
-0.7486664652824402,
0.3704493045806885,
0.2637665271759033,
-0.222403883934021,
0.3723284602165222,
0.03012174554169178,
0.03777620941400528,
-1.1755554676055908,
0.045964714139699936,
0.09480804204940796,
-0.07757532596588135,
-0.6469643712043762,
-0.23285672068595886,
-0.12067891657352448,
0.29582080245018005,
-0.6105985641479492,
0.6538024544715881,
-0.34097471833229065,
0.06327374279499054,
0.1421901434659958,
0.26377829909324646,
-0.07989515364170074,
0.5517534017562866,
-0.1841859519481659,
0.45369115471839905,
0.6300250887870789,
-0.6507647037506104,
0.19944144785404205,
0.79837965965271,
-0.234700545668602,
0.5256487131118774,
-0.4333741366863251,
0.023672373965382576,
-0.12207058072090149,
0.2729702889919281,
-0.8791671991348267,
-0.3103008270263672,
0.55520099401474,
-0.5809026956558228,
0.31225982308387756,
-0.5512064695358276,
-0.6409031748771667,
-0.25995615124702454,
-0.6652175784111023,
0.12277684360742569,
0.3517403304576874,
-0.38421380519866943,
0.4676762521266937,
0.35637539625167847,
0.17099390923976898,
-0.4299542009830475,
-0.9730900526046753,
-0.24472543597221375,
-0.2289016991853714,
-0.7028934359550476,
0.39564305543899536,
0.076179638504982,
-0.24680419266223907,
0.38454678654670715,
0.19472429156303406,
-0.15622684359550476,
-0.13387221097946167,
0.3199935853481293,
0.39500465989112854,
-0.19407771527767181,
0.005934654735028744,
-0.09924353659152985,
-0.27876588702201843,
-0.10979565978050232,
-0.034336261451244354,
0.4688199460506439,
0.07146357744932175,
0.01905028708279133,
-0.32766738533973694,
0.19540093839168549,
0.2857094407081604,
-0.14754131436347961,
0.8705646991729736,
0.9614421725273132,
-0.5169132351875305,
0.0037166818510740995,
-0.3386636972427368,
-0.2160189151763916,
-0.39217591285705566,
0.28487280011177063,
-0.5720722675323486,
-0.5908653736114502,
0.7753240466117859,
0.16009359061717987,
0.2272164672613144,
0.9881059527397156,
0.4939921200275421,
-0.10192573070526123,
0.6998131275177002,
0.5483407974243164,
-0.24578596651554108,
0.3887392580509186,
-0.851599931716919,
-0.07512001693248749,
-0.9621756076812744,
-0.1976984441280365,
-0.7078874707221985,
-0.21501214802265167,
-1.1115591526031494,
-0.137384831905365,
0.3763371407985687,
0.16747960448265076,
-0.35576915740966797,
0.5526869893074036,
-0.428428053855896,
0.19378863275051117,
0.600467324256897,
0.07091561704874039,
0.3116859197616577,
-0.17212657630443573,
-0.14917294681072235,
-0.2613001763820648,
-0.8255758881568909,
-0.510747492313385,
1.2029350996017456,
0.34291499853134155,
0.665544867515564,
0.13137748837471008,
1.1856889724731445,
-0.0667428970336914,
0.29471346735954285,
-0.7401586771011353,
0.5599260926246643,
-0.21843253076076508,
-0.9546587467193604,
-0.36492034792900085,
-0.5956238508224487,
-1.0555758476257324,
0.13078129291534424,
-0.4694683849811554,
-0.9373475313186646,
0.5517526268959045,
-0.027541955932974815,
-0.46926742792129517,
0.21843069791793823,
-0.6251797676086426,
0.8962410688400269,
-0.18176352977752686,
-0.5886701941490173,
0.0016479304758831859,
-0.9448970556259155,
0.5132890343666077,
0.12032989412546158,
0.25788986682891846,
-0.1795284003019333,
-0.007182216737419367,
1.2321770191192627,
-0.49002137780189514,
0.820341944694519,
-0.21182577311992645,
0.35544902086257935,
0.41483038663864136,
-0.18326455354690552,
0.6317311525344849,
0.10326118767261505,
-0.09274842590093613,
0.5066397786140442,
0.2410801649093628,
-0.2232026606798172,
-0.5446028709411621,
0.8051450252532959,
-0.908585786819458,
-0.11885186284780502,
-0.5221641063690186,
-0.19459569454193115,
-0.07081029564142227,
0.5806306004524231,
0.5156278610229492,
0.09017578512430191,
0.027448488399386406,
0.1439002901315689,
0.36407697200775146,
-0.17480257153511047,
0.45847606658935547,
0.11532599478960037,
-0.19839152693748474,
-0.7646715641021729,
0.7671911120414734,
0.32192209362983704,
-0.021613115444779396,
0.4304175078868866,
0.19970294833183289,
-0.37137216329574585,
-0.34750497341156006,
-0.35233455896377563,
0.46255823969841003,
-0.8196246027946472,
-0.4154996871948242,
-0.6755014061927795,
-0.2463107854127884,
-0.5726513266563416,
0.1710757166147232,
-0.4940618574619293,
-0.44062307476997375,
-0.6560086011886597,
-0.03158579021692276,
0.6697595715522766,
0.4458552896976471,
-0.11769519001245499,
0.42800062894821167,
-1.0009764432907104,
0.5240907073020935,
0.13517889380455017,
0.43252167105674744,
-0.09180019050836563,
-0.5198838114738464,
-0.3535826504230499,
-0.1548541635274887,
-0.41264012455940247,
-0.9844720363616943,
0.5116788744926453,
0.12584416568279266,
0.6334059834480286,
0.5336304306983948,
0.20673884451389313,
0.879677951335907,
-0.36924633383750916,
1.020267367362976,
0.25527021288871765,
-0.4919303357601166,
0.5469794869422913,
-0.3399862051010132,
0.019845010712742805,
0.918273389339447,
0.596189022064209,
-0.2972434163093567,
0.07822103798389435,
-1.0466885566711426,
-0.8785271644592285,
0.9889731407165527,
0.48668694496154785,
-0.13991279900074005,
0.14839677512645721,
0.23521719872951508,
-0.26698189973831177,
0.07113303989171982,
-0.8755921721458435,
-0.956517219543457,
-0.17890353500843048,
-0.32481691241264343,
0.11817682534456253,
-0.30110880732536316,
-0.3271994888782501,
-0.3240076005458832,
0.9008008241653442,
0.08184574544429779,
0.4105249345302582,
0.3190935254096985,
0.04379506781697273,
-0.14570252597332,
0.5108135938644409,
0.4418722093105316,
0.4794192314147949,
-0.5355658531188965,
0.05672378093004227,
0.29653507471084595,
-0.3955520689487457,
-0.028244156390428543,
0.37718963623046875,
-0.26949453353881836,
0.14933481812477112,
0.6814455389976501,
0.7989800572395325,
0.10343710333108902,
-0.1265919804573059,
0.5972267985343933,
0.15046089887619019,
-0.29989367723464966,
-0.3256876468658447,
-0.04045959562063217,
0.04735879227519035,
0.25530874729156494,
0.34870994091033936,
-0.1754758059978485,
0.12935760617256165,
-0.4038304388523102,
0.24582375586032867,
0.2029394954442978,
-0.18167303502559662,
-0.18401853740215302,
0.657788097858429,
0.013231871649622917,
-0.1030186340212822,
0.6207782030105591,
-0.6496043801307678,
-0.423643559217453,
0.3457818329334259,
0.2972582280635834,
0.9561156630516052,
0.28385433554649353,
-0.18099185824394226,
0.7575495839118958,
0.464525431394577,
-0.0594811737537384,
0.2634989619255066,
0.04790252447128296,
-0.8993282914161682,
-0.22077952325344086,
-0.5487576127052307,
-0.14093008637428284,
0.3189343810081482,
-0.5187028646469116,
0.5830219984054565,
-0.5029013156890869,
-0.47622692584991455,
0.24050182104110718,
0.34246715903282166,
-0.8204631805419922,
-0.009022952988743782,
0.03993664309382439,
0.721116304397583,
-0.95619136095047,
0.9027469158172607,
0.8297205567359924,
-1.0399833917617798,
-0.9141098856925964,
-0.06341036409139633,
0.2556404173374176,
-0.3752959370613098,
0.6856878995895386,
-0.14633138477802277,
0.29006946086883545,
-0.06405334919691086,
-0.6987544298171997,
-0.7210864424705505,
1.1465977430343628,
0.0939483493566513,
-0.594793975353241,
-0.07162270694971085,
0.04261385649442673,
0.5323715209960938,
-0.26236486434936523,
0.44670647382736206,
0.7897650599479675,
0.6616238355636597,
0.014868474565446377,
-0.8144426941871643,
0.03287077695131302,
-0.2134818732738495,
-0.08517241477966309,
0.10266827791929245,
-0.8311423659324646,
0.6217571496963501,
-0.10949480533599854,
-0.06703083962202072,
-0.22879992425441742,
0.6403118968009949,
0.5137255787849426,
0.46751028299331665,
0.39950788021087646,
0.7426509857177734,
0.5320250391960144,
-0.2863609492778778,
1.0024276971817017,
-0.13048739731311798,
0.6791249513626099,
1.277376413345337,
-0.04147985950112343,
0.8641488552093506,
0.5373690128326416,
-0.6714743971824646,
0.48480167984962463,
0.6675260663032532,
-0.2659803628921509,
0.5801857709884644,
-0.19494539499282837,
0.1281701624393463,
-0.16691891849040985,
-0.08983273059129715,
-0.43954962491989136,
0.3814089894294739,
0.3072253465652466,
-0.3674919307231903,
-0.19787192344665527,
-0.2056482583284378,
0.09711039811372757,
-0.12934468686580658,
-0.16158507764339447,
0.8749475479125977,
0.36757102608680725,
-0.20664262771606445,
0.7407278418540955,
0.005965452175587416,
0.8123945593833923,
-0.625307023525238,
-0.13936251401901245,
-0.25167179107666016,
0.020943542942404747,
-0.794451117515564,
-0.8577828407287598,
0.20494449138641357,
0.037149034440517426,
-0.36288756132125854,
0.14322051405906677,
0.6988588571548462,
-0.26855337619781494,
-0.5527459979057312,
0.2279493808746338,
0.3948979377746582,
0.28335967659950256,
0.33574971556663513,
-0.8307693600654602,
0.05055592209100723,
0.09516456723213196,
-0.5263965129852295,
0.24135544896125793,
0.4248485267162323,
-0.011319166980683804,
0.6151560544967651,
0.6225811243057251,
0.3554348647594452,
0.06358043104410172,
0.21953175961971283,
0.9457986354827881,
-0.8011724948883057,
-0.4774913489818573,
-0.8991180658340454,
0.6521438956260681,
-0.2044999748468399,
-0.5348074436187744,
0.8927483558654785,
0.8156759738922119,
0.832150399684906,
0.019773369655013084,
0.7566573023796082,
-0.3785915970802307,
0.6162583231925964,
-0.2873045802116394,
0.6837051510810852,
-0.6954834461212158,
0.26961785554885864,
-0.6579595804214478,
-0.8027780652046204,
-0.5294001698493958,
0.6860109567642212,
-0.42583024501800537,
-0.0006837230757810175,
0.7569663524627686,
0.8718739748001099,
-0.136955127120018,
-0.22949013113975525,
0.05785849317908287,
0.3839682936668396,
0.26345980167388916,
0.5212799310684204,
0.4290444552898407,
-0.8636795282363892,
0.7667308449745178,
-0.7226843237876892,
-0.0574522465467453,
-0.14398081600666046,
-0.6974725127220154,
-0.9210261106491089,
-0.6130403280258179,
-0.4791232645511627,
-0.4934280514717102,
-0.22548355162143707,
1.3255653381347656,
0.6951441764831543,
-0.8956149220466614,
-0.22922098636627197,
0.026729296892881393,
0.2858167886734009,
-0.202861487865448,
-0.30434125661849976,
0.6823364496231079,
-0.15471792221069336,
-0.6261091232299805,
0.03759252652525902,
0.0763692855834961,
0.04667346552014351,
-0.0325639434158802,
-0.2754605710506439,
-0.57407546043396,
-0.5533860325813293,
0.5726878046989441,
0.30723387002944946,
-0.4993419945240021,
0.12836995720863342,
-0.11286001652479172,
-0.23574016988277435,
0.30997610092163086,
0.3010999858379364,
-0.44609159231185913,
0.3104802370071411,
0.8365878462791443,
0.46034038066864014,
0.8888936638832092,
0.08900962024927139,
-0.09585779160261154,
-0.8851230144500732,
0.2571825087070465,
0.13268907368183136,
0.4044831395149231,
0.30707883834838867,
-0.42868489027023315,
0.8156290650367737,
0.4195293188095093,
-0.4587092697620392,
-0.8821372985839844,
-0.28729408979415894,
-1.2962948083877563,
0.06626753509044647,
1.4099488258361816,
-0.1890914887189865,
-0.2949274778366089,
-0.04286704212427139,
-0.0797680914402008,
0.4866201877593994,
-0.688778281211853,
0.27173343300819397,
0.6066700220108032,
-0.34332436323165894,
-0.30787965655326843,
-0.4847939908504486,
0.6207554936408997,
-0.03772918879985809,
-0.9842604994773865,
-0.15819936990737915,
0.404344379901886,
0.30121713876724243,
0.34725579619407654,
0.8696750998497009,
-0.21787726879119873,
0.032288458198308945,
0.008492810651659966,
0.1251768320798874,
0.07321063429117203,
-0.007838631980121136,
-0.34442970156669617,
0.017818033695220947,
0.1432126760482788,
-0.3068634569644928
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
bazyl/GTSRB | bazyl | 2022-10-25T10:39:19Z | 370 | 0 | null | [
"task_categories:image-classification",
"task_ids:multi-label-image-classification",
"annotations_creators:crowdsourced",
"language_creators:found",
"size_categories:10K<n<100K",
"source_datasets:original",
"license:gpl-3.0",
"region:us"
] | 2022-10-25T10:39:19Z | 2022-06-25T00:30:19.000Z | 2022-06-25T00:30:19 | ---
annotations_creators:
- crowdsourced
language_creators:
- found
language: []
license:
- gpl-3.0
multilinguality: []
size_categories:
- 10K<n<100K
source_datasets:
- original
task_categories:
- image-classification
task_ids:
- multi-label-image-classification
pretty_name: GTSRB
---
# Dataset Card for GTSRB
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-instances)
- [Data Splits](#data-instances)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
## Dataset Description
- **Homepage:** http://www.sciencedirect.com/science/article/pii/S0893608012000457
- **Repository:** https://github.com/bazylhorsey/gtsrb/
- **Paper:** Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition
- **Leaderboard:** https://benchmark.ini.rub.de/gtsrb_results.html
- **Point of Contact:** bhorsey16@gmail.com
### Dataset Summary
The German Traffic Sign Benchmark is a multi-class, single-image classification challenge held at the International Joint Conference on Neural Networks (IJCNN) 2011. We cordially invite researchers from relevant fields to participate: The competition is designed to allow for participation without special domain knowledge. Our benchmark has the following properties:
- Single-image, multi-class classification problem
- More than 40 classes
- More than 50,000 images in total
- Large, lifelike database
### Supported Tasks and Leaderboards
[Kaggle](https://www.kaggle.com/datasets/meowmeowmeowmeowmeow/gtsrb-german-traffic-sign) \
[Original](https://benchmark.ini.rub.de/gtsrb_results.html)
## Dataset Structure
### Data Instances
```
{
"Width": 31,
"Height": 31,
"Roi.X1": 6,
"Roi.Y1": 6,
"Roi.X2": 26,
"Roi.Y2": 26,
"ClassId": 20,
"Path": "Train/20/00020_00004_00002.png",
}
```
### Data Fields
- Width: width of image
- Height: Height of image
- Roi.X1: Upper left X coordinate
- Roi.Y1: Upper left Y coordinate
- Roi.X2: Lower right t X coordinate
- Roi.Y2: Lower right Y coordinate
- ClassId: Class of image
- Path: Path of image
### Data Splits
Categories: 42
Train: 39209
Test: 12630
## Dataset Creation
### Curation Rationale
Recognition of traffic signs is a challenging real-world problem of high industrial relevance. Although commercial systems have reached the market and several studies on this topic have been published, systematic unbiased comparisons of different approaches are missing and comprehensive benchmark datasets are not freely available.
Traffic sign recognition is a multi-class classification problem with unbalanced class frequencies. Traffic signs can provide a wide range of variations between classes in terms of color, shape, and the presence of pictograms or text. However, there exist subsets of classes (e. g., speed limit signs) that are very similar to each other.
The classifier has to cope with large variations in visual appearances due to illumination changes, partial occlusions, rotations, weather conditions, etc.
Humans are capable of recognizing the large variety of existing road signs with close to 100% correctness. This does not only apply to real-world driving, which provides both context and multiple views of a single traffic sign, but also to the recognition from single images.
<!-- ### Source Data
#### Initial Data Collection and Normalization
[Needs More Information]
#### Who are the source language producers?
[Needs More Information]
### Annotations
#### Annotation process
[Needs More Information]
#### Who are the annotators?
[Needs More Information]
### Personal and Sensitive Information
[Needs More Information]
## Considerations for Using the Data
### Social Impact of Dataset
[Needs More Information]
### Discussion of Biases
[Needs More Information]
### Other Known Limitations
[Needs More Information]
## Additional Information
### Dataset Curators
[Needs More Information]
### Licensing Information
[Needs More Information]
### Citation Information
[Needs More Information] -->
| [
-0.5047851204872131,
-0.2526255249977112,
0.2023114114999771,
0.11013791710138321,
-0.5644157528877258,
0.17329682409763336,
-0.16018633544445038,
-0.7834270000457764,
0.1305302530527115,
0.15944144129753113,
-0.37860575318336487,
-0.8195198178291321,
-0.8271715641021729,
0.17801521718502045,
-0.27082589268684387,
0.6772388815879822,
-0.09402305632829666,
0.2043735831975937,
-0.137443408370018,
-0.42746880650520325,
-0.20790068805217743,
-0.44356095790863037,
-0.776301920413971,
-0.20071779191493988,
0.4130117893218994,
0.24878180027008057,
0.6427058577537537,
0.685499370098114,
0.6777001023292542,
0.378085732460022,
0.03026766888797283,
0.10173679888248444,
-0.13317136466503143,
-0.22733421623706818,
0.14208216965198517,
0.28156325221061707,
-0.2629709541797638,
0.16045041382312775,
0.7152097821235657,
0.6322348117828369,
0.01630667969584465,
0.34895697236061096,
-0.12127304077148438,
0.46331658959388733,
-0.45014557242393494,
0.6709150671958923,
-0.5248526930809021,
0.008210926316678524,
-0.6137357354164124,
-0.152896448969841,
-0.21330076456069946,
-0.5080950260162354,
0.009436598978936672,
-0.4310111403465271,
0.4942384362220764,
0.23333461582660675,
1.1991708278656006,
0.0062081594951450825,
-0.5311664938926697,
-0.15128003060817719,
-0.3706674873828888,
0.6862353086471558,
-0.6880014538764954,
0.35430872440338135,
0.013756760396063328,
0.44061094522476196,
-0.1429193764925003,
-0.7488576769828796,
-0.6671603322029114,
0.08477234095335007,
-0.12479137629270554,
0.20705601572990417,
-0.03117206320166588,
-0.031664200127124786,
0.5645363330841064,
0.2745259404182434,
-0.6257138252258301,
0.017053984105587006,
-0.8501154184341431,
-0.4248538911342621,
0.7952971458435059,
0.35053345561027527,
0.025646651163697243,
-0.15593938529491425,
-0.5153175592422485,
-0.6043270230293274,
-0.3539654314517975,
0.21132375299930573,
0.3420875370502472,
0.6678315997123718,
-0.4044579267501831,
0.040893036872148514,
-0.18267089128494263,
0.9201658368110657,
-0.3018491268157959,
-0.04205093905329704,
0.7776751518249512,
-0.29369524121284485,
-0.086639903485775,
-0.08104951679706573,
1.1084107160568237,
0.3055903911590576,
0.3271595239639282,
-0.006823835428804159,
-0.10455170273780823,
0.20043803751468658,
-0.20512650907039642,
-0.7221437692642212,
-0.3122960329055786,
0.06559786945581436,
-0.4524100720882416,
-0.1507318913936615,
0.49876609444618225,
-0.9531266093254089,
-0.2790844142436981,
-0.611339807510376,
0.19167760014533997,
-0.13080047070980072,
-0.32326540350914,
0.19042038917541504,
-0.3370714783668518,
0.6058430671691895,
0.41345277428627014,
-0.5472792983055115,
0.07801058143377304,
0.4636426866054535,
0.8483697175979614,
-0.2096647471189499,
-0.17821024358272552,
-0.008403575979173183,
0.09806317090988159,
0.14832328259944916,
0.6822651028633118,
-0.440437376499176,
-0.31516119837760925,
-0.24979986250400543,
0.16569676995277405,
-0.11020071059465408,
-0.3508010804653168,
0.7491496801376343,
-0.5199415683746338,
0.1902626007795334,
-0.13943438231945038,
-0.4730461537837982,
-0.30309560894966125,
0.14414386451244354,
-0.7466943860054016,
1.0834590196609497,
0.06949994713068008,
-0.5537950396537781,
0.5503745079040527,
-0.7818063497543335,
-0.8319216370582581,
0.3024749755859375,
-0.4150047302246094,
-0.9542783498764038,
-0.10281524062156677,
-0.06285123527050018,
0.7221089005470276,
-0.3261744976043701,
0.1777283102273941,
-0.3187865912914276,
-0.22322626411914825,
0.20983721315860748,
-0.30091315507888794,
1.154128074645996,
0.3088475465774536,
-0.383056640625,
0.07341890782117844,
-1.0201036930084229,
0.21003621816635132,
0.253934770822525,
-0.408745676279068,
-0.11738981306552887,
-0.4078797996044159,
0.5479021072387695,
0.5463827252388,
0.07037238031625748,
-0.5319852828979492,
-0.162770614027977,
0.39001405239105225,
0.4248804748058319,
1.0241637229919434,
-0.08457949757575989,
-0.14850741624832153,
-0.0759502723813057,
0.36329758167266846,
0.2695602476596832,
0.488433301448822,
0.487518846988678,
-0.9888418912887573,
-0.7585147619247437,
-0.2597673535346985,
0.35402974486351013,
0.4613838195800781,
-0.42483827471733093,
0.6581655740737915,
-0.4315968453884125,
-0.65754234790802,
-0.3707793056964874,
-0.0941828042268753,
0.4805566370487213,
0.5862522125244141,
0.4814915657043457,
-0.6478689312934875,
-0.5752599835395813,
-0.5968747138977051,
0.20654326677322388,
-0.1918000429868698,
0.3309546113014221,
0.22682131826877594,
0.6032550930976868,
0.049032844603061676,
0.5727095007896423,
-0.651767909526825,
-0.38709551095962524,
-0.12454584240913391,
0.07072719931602478,
0.20275753736495972,
0.5760633945465088,
0.4799341559410095,
-1.0185517072677612,
-0.6365389227867126,
-0.2527291774749756,
-0.8093528747558594,
0.12834197282791138,
-0.18779709935188293,
-0.15707865357398987,
-0.052767522633075714,
0.49632298946380615,
-0.25083127617836,
0.5211963653564453,
0.513176441192627,
-0.6518737077713013,
0.5322632193565369,
0.016983330249786377,
0.20004962384700775,
-0.8308348059654236,
0.033305369317531586,
0.35237687826156616,
-0.172545924782753,
-0.7484075427055359,
-0.06010904535651207,
0.07372661679983139,
-0.0812661200761795,
-0.5188184380531311,
0.3402576446533203,
-0.4987187087535858,
-0.20135587453842163,
0.03028746135532856,
0.024267617613077164,
-0.21624904870986938,
0.6490928530693054,
0.1080375462770462,
0.705042839050293,
0.7897834181785583,
-0.9019072651863098,
0.3614676296710968,
0.3792727589607239,
-0.7594082951545715,
0.5982577204704285,
-0.4855901300907135,
0.188045471906662,
-0.3809461295604706,
-0.0006112420815043151,
-1.143899917602539,
-0.3300088942050934,
0.5178072452545166,
-0.41839686036109924,
0.2968810200691223,
0.04639057442545891,
-0.5192815065383911,
-0.6092621684074402,
-0.04669255390763283,
0.4560982882976532,
0.6508323550224304,
-0.48096102476119995,
0.5624960064888,
0.5436728000640869,
0.39291372895240784,
-0.2749316990375519,
-0.7691473960876465,
0.03911297395825386,
-0.2166295051574707,
-0.5555680990219116,
0.15870481729507446,
-0.05420012027025223,
0.12345229089260101,
-0.17281140387058258,
0.22277407348155975,
-0.11612848937511444,
0.09667737782001495,
0.3937572240829468,
0.37788277864456177,
0.06204330921173096,
0.03988877683877945,
-0.46395549178123474,
-0.3705850839614868,
0.1375662237405777,
0.07452484965324402,
0.389074444770813,
-0.24563023447990417,
-0.4253578782081604,
-0.736579418182373,
0.006917775142937899,
0.5339769721031189,
-0.05798274651169777,
0.4675567150115967,
0.8004003167152405,
-0.13629785180091858,
0.2389732301235199,
-0.22475378215312958,
-0.06401775777339935,
-0.5164549350738525,
0.34149476885795593,
-0.36360791325569153,
-0.6196942925453186,
0.4074918329715729,
-0.043187763541936874,
0.0748167634010315,
0.6446340084075928,
0.39426353573799133,
0.014065971598029137,
0.9270857572555542,
0.1358439028263092,
-0.16856999695301056,
0.6462693810462952,
-0.27015596628189087,
0.1238345131278038,
-0.6517438888549805,
-0.6925486922264099,
-0.771990180015564,
-0.5914620757102966,
-0.648594081401825,
-0.2333894819021225,
0.38413992524147034,
-0.29206985235214233,
-0.29016852378845215,
0.5984548926353455,
-0.7744184732437134,
0.3086761236190796,
0.7703201770782471,
0.4418751895427704,
0.24304398894309998,
0.19278506934642792,
0.11836420744657516,
-0.05564514547586441,
-0.6260316967964172,
-0.39706966280937195,
1.0272668600082397,
0.1856158971786499,
0.4652255177497864,
0.21401916444301605,
0.5290567874908447,
0.2254619300365448,
0.5136087536811829,
-0.5638768672943115,
1.0341020822525024,
-0.31240978837013245,
-0.8097773194313049,
-0.29598018527030945,
-0.6385709643363953,
-1.039273738861084,
0.22074998915195465,
-0.34555208683013916,
-0.46649113297462463,
0.27648812532424927,
0.38342833518981934,
-0.008387381210923195,
0.5512237548828125,
-0.6583030819892883,
1.0676251649856567,
-0.41265812516212463,
-0.1449626386165619,
0.026307303458452225,
-0.929578423500061,
0.2183346301317215,
0.1483621746301651,
0.307715505361557,
-0.39584481716156006,
0.2792222201824188,
0.9419658780097961,
-0.29610374569892883,
0.8902875185012817,
-0.5070931911468506,
0.3091561198234558,
0.34351271390914917,
-0.66957026720047,
0.5569503307342529,
-0.36629265546798706,
-0.04666472226381302,
0.42299684882164,
-0.31989097595214844,
-0.45993971824645996,
-0.273953378200531,
0.2892460823059082,
-0.7118425369262695,
-0.2792325019836426,
-0.6357604265213013,
-0.11298175156116486,
-0.13147181272506714,
0.28072389960289,
0.35179969668388367,
0.49637308716773987,
0.03323559835553169,
0.024791663512587547,
0.5049929618835449,
-0.030482616275548935,
0.31180286407470703,
0.2752718925476074,
0.041053932160139084,
-0.5670944452285767,
1.0081619024276733,
-0.0726982057094574,
0.2700459659099579,
0.13002318143844604,
0.19531777501106262,
-0.6104955673217773,
-0.6162946224212646,
-0.4155348539352417,
0.1417083442211151,
-1.0182949304580688,
-0.2459779977798462,
-0.2920304238796234,
-0.266336053609848,
-0.46612241864204407,
0.16075608134269714,
0.10059575736522675,
-0.4677440822124481,
-0.4494187831878662,
-0.19048361480236053,
0.5880565643310547,
0.3796810507774353,
-0.3693752586841583,
0.36751893162727356,
-0.4044939875602722,
0.25775837898254395,
0.3290517330169678,
0.47053492069244385,
0.28040748834609985,
-0.35815244913101196,
-0.12291181087493896,
-0.24580678343772888,
-0.33419957756996155,
-0.4829995334148407,
-0.1305541843175888,
0.269369900226593,
0.5797151923179626,
0.6742995977401733,
0.010032611899077892,
0.7502868175506592,
-0.12056615203619003,
0.6478268504142761,
0.7015459537506104,
-0.605574369430542,
0.23683571815490723,
0.0193636454641819,
0.2850126028060913,
0.8914564847946167,
0.5407377481460571,
-0.6365023255348206,
-0.3083842396736145,
-0.6894216537475586,
-0.9473466873168945,
0.5310559868812561,
0.3465951085090637,
0.05386112257838249,
-0.0024257241748273373,
0.2143838256597519,
-0.11022772639989853,
0.19101651012897491,
-1.1310222148895264,
-0.6566469669342041,
-0.3685842454433441,
-0.4543370008468628,
0.11428488790988922,
0.2488642781972885,
0.029867682605981827,
-0.7078757882118225,
0.8406529426574707,
0.06898868083953857,
0.33276045322418213,
-0.11346467584371567,
0.160915806889534,
0.0805118978023529,
0.25073686242103577,
0.6202825307846069,
0.5132639408111572,
-0.15990839898586273,
0.28169167041778564,
0.16267620027065277,
-0.8903837203979492,
0.11503072828054428,
0.05867863819003105,
-0.5227945446968079,
0.04279014840722084,
0.41415271162986755,
0.8463504314422607,
-0.12330174446105957,
-0.38222265243530273,
0.5247774124145508,
-0.10552383959293365,
-0.3883652091026306,
-0.3993149995803833,
0.15720556676387787,
-0.5401385426521301,
0.08397387713193893,
0.3932100236415863,
0.17981375753879547,
0.05238613486289978,
-0.3526666462421417,
0.1721488982439041,
0.4716077446937561,
-0.5199984312057495,
-0.2747379243373871,
0.815613329410553,
0.11296992003917694,
-0.1440659910440445,
0.6115854382514954,
-0.5085230469703674,
-0.5970337986946106,
0.8287252187728882,
0.23640261590480804,
0.9344131350517273,
0.040775902569293976,
0.2246246486902237,
0.7744380831718445,
0.19897089898586273,
-0.15514913201332092,
0.761619508266449,
0.025151224806904793,
-0.7347854375839233,
-0.09205325692892075,
-0.40216460824012756,
-0.38196808099746704,
0.32407256960868835,
-0.5607373118400574,
0.4018881618976593,
-0.8223308324813843,
-0.5959526896476746,
0.1096169650554657,
-0.13860218226909637,
-0.9788184762001038,
0.4677901268005371,
0.08759438991546631,
0.8404251933097839,
-1.0053116083145142,
0.5796294212341309,
0.6726845502853394,
-0.5845533013343811,
-0.7616417407989502,
-0.30260270833969116,
-0.004193647298961878,
-0.7505019903182983,
0.5377002954483032,
0.3312290906906128,
0.04548558592796326,
0.008675197139382362,
-0.801304817199707,
-0.692374587059021,
1.1887942552566528,
-0.21120597422122955,
-0.48747342824935913,
0.24638332426548004,
0.5406701564788818,
0.46540364623069763,
-0.12649551033973694,
-0.00045420159585773945,
0.38080090284347534,
0.8857954144477844,
0.31863725185394287,
-0.49259912967681885,
0.46245288848876953,
0.05913212522864342,
-0.021767238155007362,
0.31404757499694824,
-0.9546299576759338,
0.6288125514984131,
-0.08018384873867035,
-0.46070191264152527,
-0.00113511027302593,
0.6379637122154236,
0.40582898259162903,
0.4128454327583313,
0.6565672755241394,
0.6516044735908508,
0.6836831569671631,
-0.5869339108467102,
0.5661060214042664,
-0.19102543592453003,
0.39729103446006775,
1.0067850351333618,
0.036292318254709244,
0.5318813323974609,
0.4258714020252228,
-0.613595187664032,
0.470400869846344,
0.5661827921867371,
-0.5178378224372864,
0.7219212651252747,
0.2835240066051483,
-0.1635904312133789,
-0.481845498085022,
0.13328047096729279,
-0.4030096232891083,
0.4206254482269287,
0.19879060983657837,
-0.39922916889190674,
-0.2122025042772293,
-0.1288461685180664,
-0.08630021661520004,
-0.21048438549041748,
-0.37608733773231506,
0.5908118486404419,
-0.06937353312969208,
-0.26194509863853455,
0.41111674904823303,
-0.021400535479187965,
0.5713741183280945,
-0.6288870573043823,
0.16401134431362152,
0.09773685038089752,
0.19542425870895386,
-0.42701613903045654,
-0.9745346903800964,
0.12968260049819946,
-0.3676297068595886,
-0.008108695968985558,
-0.24772506952285767,
0.6049389243125916,
-0.20225933194160461,
-0.5787802338600159,
0.16402719914913177,
-0.01885288953781128,
0.4463216960430145,
0.3041195571422577,
-0.9451335668563843,
0.2757943868637085,
0.0188229251652956,
0.06011089310050011,
0.11288473755121231,
0.5355154275894165,
-0.0625755712389946,
0.407360702753067,
0.6136890649795532,
0.007333551067858934,
0.2918763756752014,
0.36675116419792175,
0.8071180582046509,
-0.8627035617828369,
-0.46034619212150574,
-0.5079089999198914,
0.6721373200416565,
-0.48519614338874817,
-0.6972991824150085,
0.8348802328109741,
0.847744882106781,
1.0316849946975708,
-0.19921304285526276,
0.8607444763183594,
-0.34583863615989685,
0.35202208161354065,
-0.47113221883773804,
0.31565332412719727,
-0.5102068781852722,
-0.018690573051571846,
-0.5904278755187988,
-0.5091762542724609,
-0.6795822381973267,
0.5910597443580627,
-0.2455788105726242,
0.27488216757774353,
0.2573011815547943,
0.814408004283905,
-0.23894311487674713,
0.14147862792015076,
0.04895375296473503,
-0.24061386287212372,
0.2940886318683624,
0.7310648560523987,
0.736701488494873,
-0.8172639012336731,
0.8806387782096863,
-0.127836212515831,
-0.2928389608860016,
-0.22248074412345886,
-0.9346969127655029,
-0.940120279788971,
-0.7979002594947815,
-0.8386884927749634,
-0.49973171949386597,
-0.2520945966243744,
0.7864800691604614,
0.8176066875457764,
-1.279718279838562,
-0.40877750515937805,
-0.07430107146501541,
0.06271567940711975,
-0.45068952441215515,
-0.30469173192977905,
0.5756132006645203,
0.1203891858458519,
-0.4763685464859009,
-0.21981140971183777,
0.10359711945056915,
0.6841791868209839,
-0.11943661421537399,
-0.3116135895252228,
-0.24870337545871735,
-0.31886520981788635,
0.36106210947036743,
0.5827670097351074,
-0.38589009642601013,
-0.31160566210746765,
-0.5027666687965393,
-0.17113769054412842,
0.2964867055416107,
0.7761337757110596,
-0.4084412455558777,
0.24782289564609528,
0.489918977022171,
0.2851713299751282,
0.6747366786003113,
-0.07080812752246857,
-0.19219544529914856,
-0.8534767031669617,
0.14884881675243378,
-0.006676892749965191,
0.44604721665382385,
0.5259758234024048,
-0.09581685066223145,
0.7503544688224792,
0.6401510238647461,
-0.328464150428772,
-0.4077015221118927,
0.28515198826789856,
-1.2457454204559326,
-0.16278626024723053,
1.0617190599441528,
0.13717646896839142,
-0.1421942561864853,
-0.5474201440811157,
0.227794349193573,
0.16884087026119232,
-0.581402599811554,
0.7045550346374512,
0.554016649723053,
-0.2749301791191101,
-0.15100447833538055,
-0.2711668312549591,
0.5508750081062317,
-0.2442474514245987,
-1.0188597440719604,
-0.10140830278396606,
0.630681574344635,
0.19149570167064667,
0.37568363547325134,
0.6785663366317749,
-0.23184242844581604,
0.23938202857971191,
-0.2772781550884247,
0.06682125478982925,
-0.18316417932510376,
-0.21061615645885468,
-0.16892491281032562,
0.31661009788513184,
-0.09888925403356552,
-0.38629150390625
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
HuggingFaceH4/test-dataset-all-splits | HuggingFaceH4 | 2023-04-25T22:09:49Z | 370 | 0 | null | [
"region:us"
] | 2023-04-25T22:09:49Z | 2023-04-25T22:09:40.000Z | 2023-04-25T22:09:40 | ---
dataset_info:
features:
- name: chosen
list:
- name: content
dtype: string
- name: role
dtype: string
- name: rejected
list:
- name: content
dtype: string
- name: role
dtype: string
- name: prompt
dtype: string
- name: messages
list:
- name: content
dtype: string
- name: role
dtype: string
splits:
- name: train_ift
num_bytes: 230850
num_examples: 100
- name: train_rl
num_bytes: 369068
num_examples: 100
- name: train_rm
num_bytes: 369068
num_examples: 100
- name: test_rm
num_bytes: 312141
num_examples: 100
- name: test_rl
num_bytes: 312141
num_examples: 100
- name: test_ift
num_bytes: 218856
num_examples: 100
download_size: 1071322
dataset_size: 1812124
---
# Dataset Card for "test-dataset-all-splits"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.8005293607711792,
-0.5214752554893494,
0.22515760362148285,
0.26307570934295654,
-0.28725871443748474,
0.23057450354099274,
0.3173421323299408,
-0.07820399105548859,
0.9477877020835876,
0.3369724452495575,
-0.9310915470123291,
-0.5678457617759705,
-0.5719035267829895,
-0.1742180734872818,
-0.4705633819103241,
1.3832074403762817,
-0.15234410762786865,
0.24470746517181396,
-0.47066909074783325,
-0.22454051673412323,
-0.4454515278339386,
-0.2576810121536255,
-0.32952025532722473,
-0.424028605222702,
0.9528511762619019,
0.9834446907043457,
0.36997857689857483,
0.7420249581336975,
0.8761101365089417,
0.1663539856672287,
0.12436451762914658,
-0.06500346958637238,
-0.18979735672473907,
0.1749449223279953,
-0.014264033176004887,
-0.6306360960006714,
-0.8439204096794128,
0.30780914425849915,
0.8122304677963257,
0.5730400681495667,
-0.3406062126159668,
0.7633941769599915,
-0.4236665666103363,
0.5306668877601624,
-0.589221715927124,
0.060951899737119675,
0.10530838370323181,
-0.15249772369861603,
-0.7434850931167603,
0.015203479677438736,
0.1223236545920372,
-0.5844343900680542,
-0.2848134934902191,
-0.7102383971214294,
0.27995505928993225,
0.12272153794765472,
0.9986135363578796,
0.22818195819854736,
-0.2563229501247406,
0.13822585344314575,
-0.39343056082725525,
0.09778732806444168,
-0.12709708511829376,
0.33360061049461365,
0.43326932191848755,
0.5923793911933899,
0.22153346240520477,
-0.48193591833114624,
-0.4887268543243408,
0.2592719495296478,
0.11323738843202591,
0.18687570095062256,
0.30262041091918945,
-0.05538240447640419,
0.4377356171607971,
0.7665289044380188,
-0.6418904066085815,
-0.09843548387289047,
-0.8470928072929382,
-0.11836815625429153,
0.9285678267478943,
0.025968078523874283,
0.36646321415901184,
-0.03964054584503174,
-0.11181723326444626,
-0.3751959502696991,
-0.32929787039756775,
-0.2766254246234894,
0.45777276158332825,
0.3177168667316437,
-0.849065363407135,
0.8476489186286926,
0.12189729511737823,
0.4323905408382416,
0.04060772433876991,
0.30858665704727173,
0.7784634828567505,
-0.4064389765262604,
-0.435110479593277,
0.05154687911272049,
0.41656461358070374,
0.3013651371002197,
0.09732624143362045,
0.1093471422791481,
0.02225881814956665,
0.3440142571926117,
-0.0812220349907875,
-1.1825659275054932,
-0.7342352271080017,
0.3606780767440796,
-0.6066607236862183,
-0.35973426699638367,
0.23258505761623383,
-1.1244416236877441,
-0.6605321764945984,
-0.30391326546669006,
0.1426609456539154,
-0.084804005920887,
-0.9081412553787231,
-0.0971950963139534,
-0.728256106376648,
0.5080828070640564,
0.09593424946069717,
-0.4899459183216095,
0.5048307776451111,
0.6860294342041016,
0.6531685590744019,
-0.14675183594226837,
-0.3975312411785126,
-0.9638762474060059,
-0.22713249921798706,
0.09301416575908661,
1.0452760457992554,
-0.37808772921562195,
-0.3953140676021576,
0.0016281531425192952,
0.3967359960079193,
-0.3344132602214813,
-0.3416880965232849,
0.74549800157547,
-0.17202477157115936,
0.06669910252094269,
-0.5323666930198669,
-0.7420317530632019,
0.06616494059562683,
0.5505841970443726,
-1.0025891065597534,
1.0568060874938965,
0.13792160153388977,
-0.600993812084198,
0.2708645462989807,
-1.3052566051483154,
-0.5837433934211731,
0.3752797245979309,
-0.0020467317663133144,
-0.6272385716438293,
0.039217155426740646,
-0.11750439554452896,
0.19556723535060883,
-0.4039018452167511,
-0.007079638075083494,
-0.9500117301940918,
0.020274780690670013,
0.06732480227947235,
0.13209274411201477,
0.8697651624679565,
0.2274303436279297,
-0.002809949917718768,
0.27411386370658875,
-0.9751108288764954,
0.07642898708581924,
0.3039728105068207,
0.19580842554569244,
-0.1564401537179947,
-0.3300701677799225,
0.6124773025512695,
-0.14095720648765564,
0.06981813907623291,
-0.6400817632675171,
0.5871009826660156,
0.2145056575536728,
-0.2757336497306824,
0.71331787109375,
0.026751315221190453,
0.45309147238731384,
-0.3321970999240875,
0.821442186832428,
0.06489558517932892,
0.696226179599762,
0.07774852961301804,
-0.4071018397808075,
-0.8965364098548889,
-0.22161822021007538,
0.8626503944396973,
0.6581386923789978,
-0.27560412883758545,
0.7179556488990784,
0.24064944684505463,
-0.6805062890052795,
-0.46526145935058594,
-0.007736675441265106,
0.11981258541345596,
0.04565328359603882,
0.2791222929954529,
-0.5090743899345398,
-0.5375446081161499,
-0.778153121471405,
0.3517264127731323,
-0.053123313933610916,
0.061395514756441116,
0.11430991441011429,
0.9964514970779419,
-0.4311870336532593,
0.7013350129127502,
-1.1101675033569336,
-0.2587868273258209,
-0.026248058304190636,
-0.2591470181941986,
0.05031958967447281,
0.7894335389137268,
0.7297839522361755,
-0.8349866271018982,
-0.3096829354763031,
-0.6235487461090088,
-0.16136865317821503,
-0.0756644755601883,
0.31387653946876526,
-0.7803977131843567,
-0.2493545264005661,
-0.06701090186834335,
-0.564003586769104,
0.701219916343689,
0.8676365613937378,
-0.6532010436058044,
0.3208722472190857,
0.2358870804309845,
0.11599477380514145,
-1.4582442045211792,
0.20215727388858795,
-0.01795167475938797,
-0.12379101663827896,
-0.3594117760658264,
0.1840059757232666,
0.09424576163291931,
0.1265079230070114,
-0.041841477155685425,
0.29955217242240906,
-0.46221262216567993,
-0.2923506498336792,
0.03351454436779022,
-0.08116896450519562,
-0.04812733456492424,
0.060238130390644073,
-0.22342322766780853,
0.41001901030540466,
1.0550963878631592,
-0.26552140712738037,
0.8928979635238647,
0.6292394399642944,
0.1290235072374344,
1.062746286392212,
-0.6396968364715576,
0.15862597525119781,
-0.04703230410814285,
0.5392939448356628,
-1.0883711576461792,
-0.7304393649101257,
0.5957154035568237,
-0.27169737219810486,
0.3727020025253296,
-0.43967342376708984,
-0.7235403060913086,
-0.3880174458026886,
-0.4788118898868561,
0.9256014227867126,
0.5173687934875488,
-0.8735135793685913,
0.400883287191391,
0.716710090637207,
0.3348974883556366,
0.004424632526934147,
-0.7966595888137817,
-0.11923916637897491,
-0.282863974571228,
-0.3552086353302002,
0.08936259895563126,
-0.6514664888381958,
-0.09239623695611954,
-0.17500995099544525,
0.22795481979846954,
-0.522956371307373,
-0.1273970603942871,
0.5786128044128418,
0.4019826352596283,
-0.13755452632904053,
0.31014183163642883,
0.0068151941522955894,
-0.42108970880508423,
0.008479271084070206,
-0.21096108853816986,
0.3952109217643738,
0.14936967194080353,
-0.3365528881549835,
-0.013756322674453259,
0.4198897182941437,
0.38214418292045593,
-0.5477850437164307,
0.5008883476257324,
0.7356288433074951,
-0.5738842487335205,
-0.38101911544799805,
-0.5801955461502075,
0.02065354585647583,
-0.3969419598579407,
-0.1932387501001358,
-0.2223387211561203,
-0.704522430896759,
0.46352046728134155,
-0.20705527067184448,
0.07051949203014374,
0.5546892881393433,
0.5713545680046082,
-0.10632342100143433,
0.6359087824821472,
0.49934762716293335,
-0.16363750398159027,
0.36281538009643555,
-0.3621002733707428,
-0.10925668478012085,
-0.6565014123916626,
-0.20681457221508026,
-0.6423394680023193,
-0.5454985499382019,
-0.7290006279945374,
-0.5254500508308411,
-0.18964669108390808,
0.03824501112103462,
-0.14855708181858063,
0.2787644565105438,
-0.743181586265564,
0.7002482414245605,
0.6275598406791687,
0.10889887064695358,
-0.07605195045471191,
-0.1878855973482132,
0.14083842933177948,
0.5245355367660522,
-0.345289021730423,
0.1808110475540161,
1.139914631843567,
0.384965181350708,
0.7537029385566711,
0.06135713309049606,
1.0754082202911377,
0.13950425386428833,
0.5655310750007629,
-0.6962783932685852,
0.32142025232315063,
0.1579151749610901,
-0.8913681507110596,
-0.3364332616329193,
-0.25185322761535645,
-0.7995623350143433,
-0.18016956746578217,
0.025871099904179573,
-0.11197135597467422,
0.28644484281539917,
-0.055428825318813324,
-0.08195710927248001,
0.3371289372444153,
-0.8032546043395996,
1.1067250967025757,
-0.15710216760635376,
0.043646425008773804,
0.08252904564142227,
-0.625179648399353,
0.4818800985813141,
0.11620913445949554,
0.1385260671377182,
-0.3258063793182373,
0.1016252338886261,
1.0308305025100708,
-0.7588284015655518,
0.8818449974060059,
-0.6600779294967651,
0.09046189486980438,
0.1655934602022171,
-0.20713333785533905,
0.04923354834318161,
0.37834632396698,
0.23325027525424957,
-0.021476805210113525,
0.22959987819194794,
-0.644744873046875,
-0.2704571783542633,
0.536561906337738,
-0.7839037179946899,
0.33532604575157166,
-0.6091238260269165,
-0.6022043228149414,
-0.09638876467943192,
0.3722955882549286,
0.20499199628829956,
0.41693630814552307,
-0.3810926377773285,
-0.19476473331451416,
0.5872899293899536,
0.3634350001811981,
0.20427727699279785,
0.28947576880455017,
-0.3471215069293976,
-0.6556906700134277,
0.6773725748062134,
0.17435134947299957,
-0.29314345121383667,
0.11570201069116592,
0.28467944264411926,
-0.49119940400123596,
-0.4624393880367279,
-0.6256279349327087,
0.4045833349227905,
-0.3967207670211792,
-0.4155432879924774,
-0.08198200166225433,
-0.17333108186721802,
-0.47173061966896057,
-0.02236333303153515,
-0.4949924647808075,
-0.7330681681632996,
-0.4047495722770691,
-0.9473967552185059,
0.9778825044631958,
0.5169506669044495,
-0.7242744565010071,
0.5224918127059937,
-0.9732726216316223,
0.49144017696380615,
0.0632665604352951,
0.9293391108512878,
-0.41123533248901367,
-0.16838636994361877,
-0.3679788410663605,
-0.1900022029876709,
-0.07423330098390579,
-0.7768266797065735,
-0.03028128296136856,
0.056434232741594315,
0.3487266004085541,
0.2744080722332001,
0.10857405513525009,
0.797907292842865,
-0.2725590169429779,
0.6690293550491333,
0.3580315113067627,
-0.7212656736373901,
0.6224923729896545,
-0.3682717978954315,
0.23811668157577515,
1.0878183841705322,
0.3508332669734955,
-0.47433146834373474,
0.11864010244607925,
-1.015004277229309,
-0.7109233736991882,
0.52726811170578,
0.03155314922332764,
-0.27630531787872314,
0.3478202819824219,
0.3739261329174042,
0.08642525225877762,
0.11055541038513184,
-0.5857252478599548,
-0.9701451659202576,
0.07406243681907654,
-0.2550440728664398,
-0.028025301173329353,
-0.3843570649623871,
-0.78867107629776,
-0.7040204405784607,
0.5184535980224609,
-0.09920167177915573,
0.06026916578412056,
-0.013825507834553719,
0.1596965789794922,
-0.29730188846588135,
0.050328563898801804,
0.40806037187576294,
0.6728502511978149,
-0.41385966539382935,
0.061086252331733704,
-0.17421583831310272,
-0.5120335817337036,
0.18548424541950226,
0.764546275138855,
-0.022815192118287086,
-0.06448621302843094,
0.40131863951683044,
0.6588921546936035,
-0.32093265652656555,
0.015554248355329037,
0.5001477599143982,
-0.26401761174201965,
-0.6027904748916626,
-0.39262548089027405,
0.1510608047246933,
0.2881966233253479,
0.11586230993270874,
-0.16582909226417542,
0.0239444300532341,
0.10462526977062225,
-0.2789044976234436,
0.7107847929000854,
-0.3085586726665497,
-0.4123390316963196,
-0.4224907457828522,
0.4010859429836273,
0.6614781618118286,
-0.4038892984390259,
0.9519048929214478,
-0.26392868161201477,
-0.5946102738380432,
0.763222873210907,
0.12014194577932358,
1.0432400703430176,
-0.4999314546585083,
0.681970477104187,
0.29499220848083496,
0.1481655091047287,
-0.04998137801885605,
0.6955915093421936,
-0.5839270353317261,
-0.7106248736381531,
-0.285409539937973,
-0.38076651096343994,
-0.5523784160614014,
-0.39394620060920715,
-1.206636667251587,
0.2765951156616211,
-0.48090434074401855,
-0.08808377385139465,
-0.059081729501485825,
0.10424044728279114,
-0.8583484292030334,
0.36538317799568176,
0.32081833481788635,
1.3561159372329712,
-0.953381359577179,
0.9307913184165955,
0.8228862881660461,
-0.5449765920639038,
-0.69269198179245,
0.03502699360251427,
0.12193549424409866,
-0.584692120552063,
0.22228273749351501,
0.31158438324928284,
0.6514507532119751,
-0.45852556824684143,
-0.7254390716552734,
-0.7215747833251953,
1.1146881580352783,
0.08558141440153122,
-0.7491605281829834,
0.30584806203842163,
0.22621941566467285,
0.2734762728214264,
-0.12804050743579865,
0.538941502571106,
0.953812837600708,
1.0174473524093628,
0.3303956985473633,
-0.8823413848876953,
0.0998508632183075,
-0.5512124300003052,
-0.4833449125289917,
0.6365208625793457,
-0.9017164707183838,
0.37987226247787476,
0.10226617753505707,
0.03391173481941223,
-0.15102045238018036,
0.4905306398868561,
0.4516736567020416,
0.557256817817688,
1.031105875968933,
0.7870205044746399,
0.9631657600402832,
-0.3660513758659363,
0.8643419146537781,
0.14062324166297913,
0.5047957301139832,
1.1813408136367798,
-0.45892879366874695,
0.3449266254901886,
0.5158583521842957,
-0.178140789270401,
0.2420600950717926,
0.8175870776176453,
-0.5865040421485901,
0.41592687368392944,
0.6119858026504517,
0.05345094949007034,
-0.42158839106559753,
-0.2021203488111496,
-0.695018470287323,
0.29830169677734375,
0.006009446457028389,
-0.3142179846763611,
-0.07789485901594162,
-0.10655733197927475,
0.07199734449386597,
-0.6137328147888184,
-0.12464848905801773,
0.41562023758888245,
-0.07455377280712128,
-0.4046681523323059,
-0.04434264823794365,
-0.3261532187461853,
0.5062547326087952,
-0.8128016591072083,
-0.2159094363451004,
-0.08370886743068695,
0.3761032819747925,
-0.5559495091438293,
-1.1047698259353638,
0.6191234588623047,
-0.13426923751831055,
-0.268000066280365,
-0.017280761152505875,
0.6648565530776978,
-0.35812467336654663,
-0.8857480883598328,
0.5395923852920532,
0.3865458071231842,
0.16263243556022644,
-0.11376076936721802,
-1.079892635345459,
0.3098844289779663,
0.007168839685618877,
-0.28682979941368103,
0.2646567225456238,
0.13910548388957977,
0.3298053443431854,
0.254098504781723,
0.6756443977355957,
0.07330432534217834,
-0.139195054769516,
0.49155816435813904,
0.8621311187744141,
-0.6796133518218994,
-0.442393958568573,
-0.6031085848808289,
0.955325186252594,
-0.448915034532547,
-0.7655179500579834,
0.7204309105873108,
1.1653188467025757,
0.9339354634284973,
0.20327018201351166,
0.8243277668952942,
-0.31362593173980713,
0.4686994254589081,
0.08324229717254639,
0.5790464878082275,
-0.6620473265647888,
-0.4018028676509857,
-0.13752177357673645,
-0.7330054640769958,
-0.72613126039505,
0.29068800806999207,
0.2552751898765564,
-0.1965871900320053,
0.7296257615089417,
0.6445214152336121,
-0.22826145589351654,
0.4166063070297241,
-0.08950745314359665,
0.15449941158294678,
0.5421675443649292,
0.12180287390947342,
0.608947217464447,
-0.6327924132347107,
0.31102418899536133,
-0.354733407497406,
-0.7176856398582458,
0.25789040327072144,
-0.5887241363525391,
-0.9483849406242371,
-0.4951360821723938,
-0.7258987426757812,
-0.5315194725990295,
-0.1864617019891739,
0.8452240228652954,
1.1127569675445557,
-0.9509593844413757,
-0.508666455745697,
-0.10583588480949402,
0.33369800448417664,
0.06164630874991417,
-0.14195868372917175,
0.674992024898529,
0.2690482437610626,
-0.6127035021781921,
-0.05468987673521042,
-0.049765367060899734,
0.030586253851652145,
-0.31350377202033997,
0.06261157989501953,
-0.13728520274162292,
-0.18525557219982147,
0.2737634479999542,
0.3168611526489258,
0.11787465959787369,
0.010490324348211288,
-0.39742526412010193,
0.26674774289131165,
0.15723638236522675,
0.8893947005271912,
-0.037728201597929,
0.11601679772138596,
0.8117725849151611,
0.44798770546913147,
0.8180574774742126,
-0.05830001458525658,
0.6592227816581726,
-0.5526451468467712,
0.04624614119529724,
0.0033570087980479,
0.5280312299728394,
0.10865329205989838,
-0.34578055143356323,
1.1413012742996216,
0.4346715211868286,
-0.5491399168968201,
-0.9586009383201599,
0.0836295485496521,
-1.4120635986328125,
0.19350770115852356,
1.155651330947876,
0.3056749999523163,
-0.5525647401809692,
0.1798558086156845,
-0.31754666566848755,
0.3895615339279175,
-0.6254339218139648,
0.17908230423927307,
0.5930392742156982,
-0.17427091300487518,
-0.27829739451408386,
-0.15439660847187042,
0.4191831350326538,
-0.09422463923692703,
-1.4978910684585571,
0.10711430758237839,
0.534256100654602,
0.2994260787963867,
0.2162507176399231,
0.6014631986618042,
-0.1415339559316635,
0.10038374364376068,
0.20601430535316467,
0.5729537606239319,
-0.22219790518283844,
-0.4462448060512543,
-0.24772614240646362,
0.07065699994564056,
-0.31303226947784424,
-1.0519272089004517
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
THUDM/ImageRewardDB | THUDM | 2023-06-21T06:36:29Z | 370 | 21 | null | [
"task_categories:text-to-image",
"size_categories:100K<n<1M",
"language:en",
"license:apache-2.0",
"arxiv:2304.05977",
"region:us"
] | 2023-06-21T06:36:29Z | 2023-05-21T15:39:22.000Z | 2023-05-21T15:39:22 | ---
license: apache-2.0
task_categories:
- text-to-image
language:
- en
pretty_name: ImageReward Dataset
size_categories:
- 100K<n<1M
---
# ImageRewardDB
## Dataset Description
- **Homepage: https://huggingface.co/datasets/wuyuchen/ImageRewardDB**
- **Repository: https://github.com/THUDM/ImageReward**
- **Paper: https://arxiv.org/abs/2304.05977**
### Dataset Summary
ImageRewardDB is a comprehensive text-to-image comparison dataset, focusing on text-to-image human preference.
It consists of 137k pairs of expert comparisons, based on text prompts and corresponding model outputs from DiffusionDB.
To build the ImageRewadDB, we design a pipeline tailored for it, establishing criteria for quantitative assessment and
annotator training, optimizing labeling experience, and ensuring quality validation. And ImageRewardDB is now publicly available at
[🤗 Hugging Face Dataset](https://huggingface.co/datasets/wuyuchen/ImageRewardDB).
Notice: All images in ImageRewardDB are collected from DiffusionDB, and in addition, we gathered together images corresponding to the same prompt.
### Languages
The text in the dataset is all in English.
### Four Subsets
Considering that the ImageRewardDB contains a large number of images, we provide four subsets in different scales to support different needs.
For all subsets, the validation and test splits remain the same. The validation split(1.10GB) contains 412 prompts and 2.6K images(7.32K pairs) and
the test(1.16GB) split contains 466 prompts and 2.7K images(7.23K pairs). The information on the train split in different scales is as follows:
|Subset|Num of Pairs|Num of Images|Num of Prompts|Size|
|:--|--:|--:|--:|--:|
|ImageRewardDB 1K|17.6K|6.2K|1K|2.7GB|
|ImageRewardDB 2K|35.5K|12.5K|2K|5.5GB|
|ImageRewardDB 4K|71.0K|25.1K|4K|10.8GB|
|ImageRewardDB 8K|141.1K|49.9K|8K|20.9GB|
## Dataset Structure
All the data in this repository is stored in a well-organized way. The 62.6K images in ImageRewardDB are split into several folders,
stored in corresponding directories under "./images" according to its split. Each folder contains around 500 prompts, their corresponding
images, and a JSON file. The JSON file links the image with its corresponding prompt and annotation.
The file structure is as follows:
```
# ImageRewardDB
./
├── images
│ ├── train
│ │ ├── train_1
│ │ │ ├── 0a1ed3a5-04f6-4a1b-aee6-d584e7c8ed9c.webp
│ │ │ ├── 0a58cfa8-ff61-4d31-9757-27322aec3aaf.webp
│ │ │ ├── [...]
│ │ │ └── train_1.json
│ │ ├── train_2
│ │ ├── train_3
│ │ ├── [...]
│ │ └── train_32
│ ├── validation
│ │ └── [...]
│ └── test
│ └── [...]
├── metadata-train.parquet
├── metadata-validation.parquet
└── metadata-test.parquet
```
The sub-folders have the name of {split_name}_{part_id}, and the JSON file has the same name as the sub-folder.
Each image is a lossless WebP file and has a unique name generated by [UUID](https://en.wikipedia.org/wiki/Universally_unique_identifier).
### Data Instances
For instance, below is the image of `1b4b2d61-89c2-4091-a1c0-f547ad5065cb.webp` and its information in train_1.json.
```json
{
"image_path": "images/train/train_1/0280642d-f69f-41d1-8598-5a44e296aa8b.webp",
"prompt_id": "000864-0061",
"prompt": "painting of a holy woman, decorated, intricate, elegant, highly detailed, digital painting, artstation, concept art, smooth, sharp focus, illustration, art by artgerm and greg rutkowski and alphonse mucha, 8 k ",
"classification": "People",
"image_amount_in_total": 9,
"rank": 5,
"overall_rating": 4,
"image_text_alignment_rating": 3,
"fidelity_rating": 4
}
```
### Data Fields
* image: The image object
* prompt_id: The id of the corresponding prompt
* prompt: The text of the corresponding prompt
* classification: The classification of the corresponding prompt
* image_amount_in_total: Total amount of images related to the prompt
* rank: The relative rank of the image in all related images
* overall_rating: The overall score of this image
* image_text_alignment_rating: The score of how well the generated image matches the given text
* fidelity_rating: The score of whether the output image is true to the shape and characteristics that the object should have
### Data Splits
As we mentioned above, all scales of the subsets we provided have three splits of "train", "validation", and "test".
And all the subsets share the same validation and test splits.
### Dataset Metadata
We also include three metadata tables `metadata-train.parquet`, `metadata-validation.parquet`, and `metadata-test.parquet` to
help you access and comprehend ImageRewardDB without downloading the Zip files.
All the tables share the same schema, and each row refers to an image. The schema is shown below,
and actually, the JSON files we mentioned above share the same schema:
|Column|Type|Description|
|:---|:---|:---|
|`image_path`|`string`|The relative path of the image in the repository.|
|`prompt_id`|`string`|The id of the corresponding prompt.|
|`prompt`|`string`|The text of the corresponding prompt.|
|`classification`|`string`| The classification of the corresponding prompt.|
|`image_amount_in_total`|`int`| Total amount of images related to the prompt.|
|`rank`|`int`| The relative rank of the image in all related images.|
|`overall_rating`|`int`| The overall score of this image.
|`image_text_alignment_rating`|`int`|The score of how well the generated image matches the given text.|
|`fidelity_rating`|`int`|The score of whether the output image is true to the shape and characteristics that the object should have.|
Below is an example row from metadata-train.parquet.
|image_path|prompt_id|prompt|classification|image_amount_in_total|rank|overall_rating|image_text_alignment_rating|fidelity_rating|
|:---|:---|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---|:---|:---|:---|:---|:---|
|images/train/train_1/1b4b2d61-89c2-4091-a1c0-f547ad5065cb.webp|001324-0093|a magical forest that separates the good world from the dark world, ...|Outdoor Scenes|8|3|6|6|6|
## Loading ImageRewardDB
You can use the Hugging Face [Datasets](https://huggingface.co/docs/datasets/quickstart) library to easily load the ImageRewardDB.
As we mentioned before, we provide four subsets in the scales of 1k, 2k, 4k, and 8k. You can load them using as following:
```python
from datasets import load_dataset
# Load the 1K-scale dataset
dataset = load_dataset("THUDM/ImageRewardDB", "1k")
# Load the 2K-scale dataset
dataset = load_dataset("THUDM/ImageRewardDB", "2k")
# Load the 4K-scale dataset
dataset = load_dataset("THUDM/ImageRewardDB", "4K")
# Load the 8K-scale dataset
dataset = load_dataset("THUDM/ImageRewardDB", "8k")
```
## Additional Information
### Licensing Information
The ImageRewardDB dataset is available under the [Apache license 2.0](https://www.apache.org/licenses/LICENSE-2.0.html).
The Python code in this repository is available under the [MIT License](https://github.com/poloclub/diffusiondb/blob/main/LICENSE).
### Citation Information
```
@misc{xu2023imagereward,
title={ImageReward: Learning and Evaluating Human Preferences for Text-to-Image Generation},
author={Jiazheng Xu and Xiao Liu and Yuchen Wu and Yuxuan Tong and Qinkai Li and Ming Ding and Jie Tang and Yuxiao Dong},
year={2023},
eprint={2304.05977},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
``` | [
-0.6913138031959534,
-0.5187528133392334,
0.26627424359321594,
0.4604187607765198,
-0.27383294701576233,
-0.38049012422561646,
0.04785313457250595,
-0.40717869997024536,
0.1904403269290924,
0.5728162527084351,
-0.6221809387207031,
-0.5987968444824219,
-0.513012170791626,
0.21839722990989685,
-0.034472331404685974,
0.8124619126319885,
-0.005494056735187769,
-0.03419327363371849,
-0.5887545347213745,
-0.34267839789390564,
-0.43972617387771606,
-0.26290735602378845,
-0.4330006241798401,
-0.26815932989120483,
0.22609180212020874,
0.29441264271736145,
0.6633701324462891,
0.901528537273407,
0.6803162693977356,
0.3296469748020172,
-0.03986333683133125,
0.02565665915608406,
-0.29053792357444763,
-0.08638366311788559,
-0.0922166183590889,
-0.3523028492927551,
-0.3987419009208679,
0.06767663359642029,
0.40909454226493835,
0.40181946754455566,
0.0355086550116539,
0.23488007485866547,
0.11682384461164474,
1.0403436422348022,
-0.3373394310474396,
0.37842077016830444,
-0.3825773000717163,
0.0346393845975399,
-0.2078971415758133,
-0.2795012891292572,
-0.1436305195093155,
-0.4383382797241211,
0.08117962628602982,
-1.0662097930908203,
0.31308889389038086,
0.2942519187927246,
1.6452301740646362,
0.13567900657653809,
-0.23676687479019165,
-0.1954229772090912,
-0.11385641247034073,
0.783149242401123,
-0.49734944105148315,
0.030459091067314148,
0.5954403877258301,
0.31159907579421997,
-0.09960003942251205,
-0.6201374530792236,
-0.5690768957138062,
0.23848147690296173,
-0.4397876560688019,
0.1482018232345581,
-0.175994411110878,
-0.20697343349456787,
0.3609970211982727,
0.45055580139160156,
-0.5754202008247375,
-0.14651310443878174,
-0.3628106415271759,
-0.326529860496521,
0.7533760070800781,
0.27322497963905334,
0.4399730861186981,
-0.7389202117919922,
-0.6424850821495056,
-0.5268452763557434,
-0.39051806926727295,
0.5442556738853455,
0.2657126486301422,
0.19439692795276642,
-0.3583437502384186,
0.3336558938026428,
-0.3695563077926636,
0.5974835753440857,
0.1275111883878708,
-0.20063503086566925,
0.7025008201599121,
-0.3938320577144623,
-0.15411747992038727,
-0.20438197255134583,
1.3244644403457642,
0.9432536959648132,
0.06987558305263519,
0.1205957680940628,
-0.07207232713699341,
0.008716460317373276,
-0.026855532079935074,
-1.0841346979141235,
-0.4981189966201782,
0.5703883767127991,
-0.7389819025993347,
-0.42543721199035645,
-0.08797261863946915,
-1.075372338294983,
-0.5315291881561279,
-0.04236501082777977,
0.16356423497200012,
-0.7127343416213989,
-0.2690528333187103,
-0.05611022189259529,
-0.40460509061813354,
0.41549935936927795,
0.494799941778183,
-0.7372098565101624,
0.0369739830493927,
0.39243829250335693,
0.8672015070915222,
0.03846144303679466,
-0.4831032454967499,
-0.04964655265212059,
0.07899066805839539,
-0.32794347405433655,
1.0402621030807495,
-0.11451937258243561,
-0.38109609484672546,
-0.08091937005519867,
0.45243021845817566,
0.11225743591785431,
-0.5995541214942932,
0.7202005982398987,
-0.23481227457523346,
0.24566227197647095,
-0.7862643003463745,
-0.2950291335582733,
-0.36729562282562256,
0.5444298386573792,
-0.7347940802574158,
1.1977109909057617,
0.31365343928337097,
-1.1083564758300781,
0.5410454273223877,
-0.570136547088623,
-0.3867945075035095,
0.03447655960917473,
-0.10439086705446243,
-0.7335143685340881,
-0.24976186454296112,
0.6906421780586243,
0.696489691734314,
-0.6124038100242615,
0.17143802344799042,
-0.38234570622444153,
-0.30466678738594055,
0.10552933812141418,
0.0299819502979517,
1.2208112478256226,
0.050798751413822174,
-0.22618822753429413,
-0.0850081667304039,
-0.8754863739013672,
0.022717706859111786,
0.601611316204071,
-0.1506417691707611,
-0.4931727647781372,
-0.21215176582336426,
0.1658039391040802,
0.3697069585323334,
0.2938207983970642,
-0.5439838767051697,
0.3988034427165985,
-0.02102939411997795,
0.2639804482460022,
0.7883670926094055,
0.24227698147296906,
0.46337494254112244,
-0.5598379969596863,
0.30281198024749756,
0.3044453263282776,
0.364567369222641,
-0.41929200291633606,
-0.5687344670295715,
-0.8410506248474121,
-0.5019667744636536,
0.14091619849205017,
0.619523286819458,
-0.6639994382858276,
0.6674922704696655,
-0.35253942012786865,
-0.6329752206802368,
-0.8166794180870056,
-0.0938972607254982,
0.40814465284347534,
0.7361649870872498,
0.5782210826873779,
-0.34699591994285583,
-0.4978111982345581,
-1.2343014478683472,
0.06649048626422882,
-0.12508085370063782,
0.02991049736738205,
0.6450875997543335,
0.650715172290802,
-0.07328888773918152,
0.9220091104507446,
-0.5051029324531555,
-0.6176449656486511,
0.11578477174043655,
-0.04369184374809265,
0.4438595175743103,
0.6157593131065369,
0.8634775280952454,
-0.5683156251907349,
-0.581923246383667,
-0.07632695138454437,
-1.2093141078948975,
-0.014407889917492867,
-0.33393144607543945,
-0.34513503313064575,
0.21322199702262878,
0.09296918660402298,
-0.6556896567344666,
0.4911860227584839,
0.2958797812461853,
-0.39920270442962646,
0.5736749768257141,
-0.06910113990306854,
0.5777239799499512,
-1.0026413202285767,
0.15884001553058624,
0.09184655547142029,
-0.0796617791056633,
-0.2002142369747162,
-0.10780072212219238,
0.15171238780021667,
-0.009569795802235603,
-0.42377713322639465,
0.5621124505996704,
-0.6865123510360718,
-0.052680641412734985,
0.17691507935523987,
0.035705968737602234,
0.31692013144493103,
0.6562734842300415,
0.10830488055944443,
0.4145030379295349,
1.0712190866470337,
-0.434045672416687,
0.3136923015117645,
0.5458934903144836,
-0.5696369409561157,
0.9907902479171753,
-0.7189050316810608,
-0.02734333649277687,
-0.20892709493637085,
0.31550732254981995,
-1.117272138595581,
-0.28318628668785095,
0.3236876130104065,
-0.4607330858707428,
0.24638545513153076,
-0.4172665774822235,
-0.5158412456512451,
-0.5703469514846802,
-0.36514854431152344,
-0.10133077949285507,
0.5789090394973755,
-0.5794138312339783,
0.5354734063148499,
0.20379918813705444,
0.18649347126483917,
-0.5330576300621033,
-0.7525403499603271,
-0.139820396900177,
-0.16367186605930328,
-0.9608029723167419,
0.20509059727191925,
0.07218561321496964,
0.1264607459306717,
0.2426287829875946,
0.23276999592781067,
-0.05590331181883812,
-0.23240213096141815,
0.6404370069503784,
0.4408990144729614,
0.03713322430849075,
-0.28651463985443115,
-0.002563564572483301,
-0.1968584507703781,
0.05474638193845749,
0.05276201665401459,
0.639812171459198,
-0.25777989625930786,
-0.2235828936100006,
-0.7053424119949341,
0.23264048993587494,
0.5489189624786377,
-0.1064501479268074,
0.7780188918113708,
0.795997142791748,
-0.12384352087974548,
0.06577940285205841,
-0.3373531103134155,
-0.02416050247848034,
-0.5213202834129333,
0.25377926230430603,
-0.4993517994880676,
-0.423421174287796,
0.8195915818214417,
0.040519483387470245,
0.16269800066947937,
0.6810908913612366,
0.31263673305511475,
-0.5748060941696167,
0.7908372282981873,
0.0806562528014183,
0.2679291367530823,
0.23707829415798187,
-0.882588267326355,
-0.3077314794063568,
-0.9899506568908691,
-0.6020597219467163,
-0.5104418992996216,
-0.5236701965332031,
-0.4755779206752777,
-0.4318217933177948,
0.38742274045944214,
0.31010350584983826,
-0.44306087493896484,
0.3607213497161865,
-1.050855278968811,
0.46577101945877075,
0.6153753399848938,
0.280322402715683,
0.12556691467761993,
0.18429310619831085,
-0.10674702376127243,
-0.1670541614294052,
-0.4941289722919464,
-0.4175702631473541,
0.9707911610603333,
0.22165529429912567,
0.5864527821540833,
-0.0955745205283165,
0.7327168583869934,
-0.03488524630665779,
0.2615615725517273,
-0.5462431311607361,
0.7503297328948975,
0.0285646952688694,
-0.7480794191360474,
-0.0885261818766594,
-0.33907070755958557,
-1.0933774709701538,
0.3872832953929901,
-0.3570363223552704,
-0.5793230533599854,
0.416662335395813,
0.31223800778388977,
0.06896738708019257,
0.4779668152332306,
-0.7529654502868652,
1.0098024606704712,
-0.34452611207962036,
-0.45971283316612244,
0.2786753177642822,
-0.8734865784645081,
0.4275020956993103,
0.29821357131004333,
0.3456551730632782,
-0.2332363724708557,
-0.05144226923584938,
0.8675003051757812,
-0.6359903216362,
0.7483558654785156,
-0.525155782699585,
0.35615983605384827,
0.4533006548881531,
0.0924668088555336,
0.6589704155921936,
-0.021744249388575554,
-0.06937697529792786,
0.5627139806747437,
0.09826117008924484,
-0.5674523115158081,
-0.5573050379753113,
0.7695333361625671,
-1.1413394212722778,
-0.3926137089729309,
-0.6708269119262695,
-0.49354124069213867,
-0.05736347287893295,
0.33327335119247437,
0.6836082339286804,
0.23587344586849213,
0.056987859308719635,
0.36919400095939636,
0.625829815864563,
-0.5459713339805603,
0.537470817565918,
0.29426437616348267,
-0.30485671758651733,
-0.7513109445571899,
0.8245252966880798,
0.11044266819953918,
0.07419407367706299,
0.28940603137016296,
0.3633047938346863,
-0.45105671882629395,
-0.5041370391845703,
-0.5979670286178589,
0.2866241931915283,
-0.6844568848609924,
-0.48676854372024536,
-0.8279393315315247,
0.04757723957300186,
-0.43326154351234436,
-0.2909312844276428,
-0.3559734523296356,
-0.2771129012107849,
-0.5703129768371582,
0.09251955151557922,
0.8153836727142334,
0.3732006251811981,
-0.011162510141730309,
0.33756670355796814,
-0.8318213820457458,
0.15837332606315613,
0.19218486547470093,
0.4928297996520996,
0.10849573463201523,
-0.5004162192344666,
0.01854398287832737,
-0.0901273861527443,
-0.49654752016067505,
-0.6749311089515686,
0.5018880367279053,
0.16294105350971222,
0.45300164818763733,
0.2944265604019165,
0.06296252459287643,
0.8877737522125244,
-0.44843026995658875,
0.9527788758277893,
0.5404849052429199,
-0.6994237303733826,
0.7391930222511292,
-0.6294384002685547,
0.06283631175756454,
0.7309377789497375,
0.6068555116653442,
-0.4638456404209137,
0.17635585367679596,
-0.8375530242919922,
-1.0442774295806885,
0.8515846133232117,
0.16210046410560608,
-0.218220055103302,
0.32188883423805237,
0.2205207496881485,
-0.00033441244158893824,
0.16303850710391998,
-0.801086962223053,
-0.502119779586792,
-0.5687451362609863,
-0.048475462943315506,
0.23415502905845642,
0.18593770265579224,
-0.28693899512290955,
-0.5377196073532104,
0.6989024877548218,
0.08897243440151215,
0.4138164222240448,
0.3072790205478668,
-0.021871348842978477,
-0.07799110561609268,
-0.04394679516553879,
0.14973877370357513,
0.2925962209701538,
-0.4596489369869232,
-0.1440814882516861,
-0.12397775053977966,
-0.521445631980896,
0.1546095609664917,
0.00776018388569355,
-0.31915998458862305,
-0.1194421648979187,
0.5849729180335999,
1.0211987495422363,
-0.19896821677684784,
-0.3818018436431885,
0.6214194297790527,
-0.11015936732292175,
-0.3735942244529724,
-0.22418387234210968,
-0.04543916508555412,
0.16500018537044525,
0.17660599946975708,
0.33972880244255066,
0.3082883954048157,
0.003667123382911086,
-0.41791167855262756,
0.2830040156841278,
0.3358098864555359,
-0.18928757309913635,
-0.19082649052143097,
0.571569561958313,
0.10998649150133133,
-0.11956041306257248,
0.851137101650238,
-0.42106589674949646,
-0.4068233370780945,
0.7754254341125488,
0.4334985613822937,
0.7062190175056458,
-0.0328279584646225,
0.16762469708919525,
0.802902102470398,
0.4945746958255768,
-0.010581147857010365,
0.4294288456439972,
0.1402953565120697,
-0.5999033451080322,
-0.04146714508533478,
-0.785229504108429,
-0.1281065046787262,
0.12920020520687103,
-0.7570597529411316,
0.38686180114746094,
-0.62791508436203,
-0.21348725259304047,
-0.028669515624642372,
0.09634658694267273,
-0.8464069962501526,
0.21719534695148468,
-0.2527931034564972,
0.861517608165741,
-1.0443472862243652,
0.6091273427009583,
0.7109960317611694,
-0.7427825927734375,
-1.1470146179199219,
-0.38303619623184204,
0.04009474813938141,
-0.8475512862205505,
0.556328535079956,
0.2624906003475189,
0.5763797163963318,
-0.22248807549476624,
-0.7048771381378174,
-0.7994104623794556,
1.4365204572677612,
0.22656388580799103,
-0.5306302309036255,
0.27692657709121704,
0.10940767824649811,
0.5132624506950378,
-0.18623773753643036,
0.4714212715625763,
0.4381397068500519,
0.6332764029502869,
0.42020007967948914,
-0.5851736664772034,
0.29215916991233826,
-0.6237996816635132,
0.145040825009346,
0.2014220952987671,
-0.8908608555793762,
0.9626765251159668,
-0.2558596730232239,
-0.11341342329978943,
-0.12678615748882294,
0.5749794840812683,
0.5827489495277405,
0.2005482167005539,
0.6138729453086853,
1.027294397354126,
0.6741527915000916,
-0.5440031290054321,
1.3796683549880981,
-0.04588912054896355,
0.6028633713722229,
0.9074470400810242,
0.0010587634751573205,
0.5876756906509399,
0.4649544954299927,
-0.5407048463821411,
0.5966763496398926,
1.0643919706344604,
-0.4061849117279053,
0.650366485118866,
-0.06827991455793381,
0.2132960557937622,
-0.1207675188779831,
-0.12985308468341827,
-0.5604929327964783,
0.15016654133796692,
0.23224125802516937,
-0.48141613602638245,
-0.05165036767721176,
-0.00022251861810218543,
0.1207231655716896,
-0.21365685760974884,
-0.1897226721048355,
0.559405505657196,
-0.252620667219162,
-0.47133564949035645,
0.9774940609931946,
-0.4036419987678528,
0.8656903505325317,
-0.42461615800857544,
-0.014548256993293762,
-0.25395870208740234,
0.06321676075458527,
-0.523769199848175,
-1.2243976593017578,
0.15114769339561462,
-0.2638847231864929,
-0.24561186134815216,
-0.18421150743961334,
0.6050925850868225,
-0.33024147152900696,
-0.5091994404792786,
0.07010015100240707,
0.05294118449091911,
0.29603564739227295,
0.08506521582603455,
-1.1820276975631714,
0.29985901713371277,
0.22816792130470276,
-0.5641976594924927,
0.42766448855400085,
0.628180980682373,
0.09830059111118317,
0.6305052638053894,
0.8388859629631042,
0.029230091720819473,
-0.0021038760896772146,
-0.2258065640926361,
0.9162707328796387,
-0.6369660496711731,
-0.5257571339607239,
-0.5462390780448914,
0.8303526639938354,
-0.47540441155433655,
-0.605764627456665,
0.7976840138435364,
0.6992679238319397,
0.6042641401290894,
-0.23316837847232819,
0.7905834913253784,
-0.5493301153182983,
0.35722845792770386,
-0.2704697549343109,
0.760012686252594,
-0.7825250029563904,
0.02193521149456501,
-0.6616936326026917,
-0.7536926865577698,
-0.19022372364997864,
0.8824699521064758,
-0.19668440520763397,
-0.03845319151878357,
0.7174816727638245,
0.9846515655517578,
0.019893594086170197,
0.032510459423065186,
-0.08750853687524796,
0.144452303647995,
0.34780383110046387,
0.6957283020019531,
0.6403107047080994,
-0.9330018162727356,
0.580919086933136,
-0.8053039312362671,
-0.3574579060077667,
-0.007694999687373638,
-1.036926031112671,
-0.9764748811721802,
-0.9131034016609192,
-0.4892441928386688,
-0.6992269158363342,
-0.3566882908344269,
0.6800817251205444,
0.8564425706863403,
-0.7701818346977234,
-0.12146752327680588,
0.04161938652396202,
-0.016105424612760544,
-0.3406085669994354,
-0.3203869163990021,
0.8609015345573425,
0.08473671972751617,
-0.7884125709533691,
-0.21562406420707703,
0.23009636998176575,
0.1628107875585556,
-0.06714127957820892,
-0.12179616093635559,
-0.3033367991447449,
-0.21375763416290283,
0.3865072429180145,
0.2692981958389282,
-0.46635130047798157,
-0.008028765209019184,
-0.0586741678416729,
-0.20935000479221344,
0.44089117646217346,
0.390378475189209,
-0.591693639755249,
0.49413004517555237,
0.7941294312477112,
0.3424059748649597,
0.6485585570335388,
0.048457156866788864,
-0.15181864798069,
-0.6721748113632202,
0.4192275106906891,
0.09855806082487106,
0.5076038241386414,
0.5867302417755127,
-0.5139526724815369,
0.7488211989402771,
0.5633519887924194,
-0.6472705602645874,
-0.8601633906364441,
-0.35233670473098755,
-1.3893141746520996,
-0.2631973624229431,
1.0692179203033447,
-0.2144678235054016,
-0.5877345204353333,
0.06621992588043213,
-0.23689717054367065,
0.060573071241378784,
-0.737038791179657,
0.5146737694740295,
0.6552079916000366,
-0.34238794445991516,
-0.39229291677474976,
-0.31869742274284363,
0.520630419254303,
0.08289800584316254,
-1.0922549962997437,
-0.09639699757099152,
0.5211658477783203,
0.46021217107772827,
0.4800044894218445,
0.6253683567047119,
-0.320073664188385,
0.097392238676548,
0.08544754236936569,
0.5056397914886475,
-0.2677244246006012,
-0.032072048634290695,
-0.08525536209344864,
0.17900022864341736,
-0.44201958179473877,
-0.38377416133880615
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
mia-project/child_handpicked_sentences | mia-project | 2023-11-14T05:17:36Z | 370 | 0 | null | [
"license:unknown",
"region:us"
] | 2023-11-14T05:17:36Z | 2023-11-14T00:20:46.000Z | 2023-11-14T00:20:46 | ---
license: unknown
dataset_info:
features:
- name: audio_quality
dtype: string
- name: age
dtype: int64
- name: sentence_transcription
dtype: string
- name: audio
dtype: audio
- name: sentence_number
dtype: string
- name: language_collection
dtype: string
- name: kid_name
dtype: string
- name: url_origin
dtype: string
splits:
- name: train
num_bytes: 2583290.0
num_examples: 189
download_size: 2447605
dataset_size: 2583290.0
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
---
| [
-0.1285335123538971,
-0.1861683875322342,
0.6529128551483154,
0.49436232447624207,
-0.19319400191307068,
0.23607441782951355,
0.36072009801864624,
0.05056373029947281,
0.5793656706809998,
0.7400146722793579,
-0.650810182094574,
-0.23784008622169495,
-0.7102247476577759,
-0.04782553389668465,
-0.38947567343711853,
0.8470754623413086,
-0.09598255157470703,
0.024005301296710968,
0.04711989313364029,
-0.1431780606508255,
-0.6121035814285278,
-0.04771772027015686,
-1.052453637123108,
-0.06787454336881638,
0.30022722482681274,
0.5120980143547058,
0.827591061592102,
0.396028608083725,
0.5030559301376343,
1.7515556812286377,
-0.08836911618709564,
-0.22754397988319397,
-0.45892009139060974,
0.42230671644210815,
-0.3327728509902954,
-0.4213376045227051,
-0.2624169588088989,
-0.07449327409267426,
0.32380378246307373,
0.7903715968132019,
-0.3810409903526306,
0.19328100979328156,
-0.22438451647758484,
1.0082244873046875,
-0.8202077150344849,
0.2263088971376419,
-0.1669832170009613,
0.14053183794021606,
0.042308785021305084,
-0.1459192931652069,
-0.132632315158844,
-0.6440047025680542,
0.06469497084617615,
-0.8995957374572754,
0.10274903476238251,
-0.044610701501369476,
0.8789557218551636,
0.21909034252166748,
-0.5102370381355286,
-0.0459778755903244,
-0.6883591413497925,
1.0972505807876587,
-0.17556053400039673,
0.7615716457366943,
0.45078057050704956,
0.4528845548629761,
-0.5849325656890869,
-1.178217887878418,
-0.444186270236969,
-0.13578970730304718,
0.14722752571105957,
0.3055606484413147,
-0.34530261158943176,
-0.022343739867210388,
0.10801080614328384,
0.5610312819480896,
-0.5003757476806641,
-0.3119601309299469,
-0.957992672920227,
-0.18164905905723572,
0.6820485591888428,
0.3193078637123108,
0.8340443968772888,
0.18731552362442017,
-0.7347202301025391,
0.12866359949111938,
-1.3239705562591553,
0.07650737464427948,
0.6465021371841431,
0.2394677698612213,
-0.5545985102653503,
0.8594784736633301,
-0.285879909992218,
0.6262495517730713,
0.27284637093544006,
-0.11645288020372391,
0.27842551469802856,
-0.23030714690685272,
-0.27350643277168274,
0.03308771923184395,
0.3459731340408325,
0.8204494714736938,
0.1624859869480133,
-0.019984528422355652,
-0.22124026715755463,
0.002071946859359741,
0.26844531297683716,
-0.7935100793838501,
-0.4712666869163513,
0.1926693618297577,
-0.5589529871940613,
-0.09108539670705795,
0.43270164728164673,
-1.097684383392334,
-0.4812983572483063,
-0.18798448145389557,
0.05468184873461723,
-0.5451682209968567,
-0.36979442834854126,
0.07273299992084503,
-0.7925408482551575,
-0.12434210628271103,
0.5709508657455444,
-0.6230251789093018,
0.43974602222442627,
0.5336250066757202,
0.786163330078125,
0.23303917050361633,
-0.2361360788345337,
-0.6695016622543335,
0.48848265409469604,
-0.8661869764328003,
0.36860689520835876,
-0.30737850069999695,
-0.8298647403717041,
-0.09631016105413437,
0.5393157005310059,
0.2066487818956375,
-0.665324866771698,
0.7074040770530701,
-0.549697995185852,
-0.07806510478258133,
-0.4308289587497711,
-0.24321980774402618,
0.17460422217845917,
0.11115413904190063,
-0.6238906979560852,
0.9402236342430115,
0.5551110506057739,
-0.5841096639633179,
0.3170124292373657,
-0.4869508147239685,
-0.6865580081939697,
0.2674822211265564,
-0.008751265704631805,
-0.04715294390916824,
0.32795268297195435,
-0.15983977913856506,
-0.0020515620708465576,
0.10505715012550354,
0.008300501853227615,
-0.21891629695892334,
-0.47863084077835083,
0.06349922716617584,
0.15165063738822937,
1.2536829710006714,
0.40836217999458313,
-0.37718790769577026,
-0.13140133023262024,
-1.0526151657104492,
0.02543264627456665,
0.05050137639045715,
-0.42306792736053467,
-0.2504563331604004,
-0.14882251620292664,
-0.20381605625152588,
0.4307262599468231,
0.21184733510017395,
-0.8131154775619507,
0.22643575072288513,
-0.20640233159065247,
0.3644976019859314,
0.8222091197967529,
0.2703099548816681,
0.39760541915893555,
-0.6625280380249023,
0.6563136577606201,
0.2076185643672943,
0.49590179324150085,
0.3540418744087219,
-0.3845820426940918,
-0.9641578197479248,
-0.4421607553958893,
-0.10117406398057938,
0.2975529730319977,
-0.7744959592819214,
0.584731936454773,
0.012979187071323395,
-0.5836696028709412,
-0.4465281069278717,
-0.15488091111183167,
0.2755323648452759,
-0.06606610864400864,
0.033349379897117615,
-0.4049781262874603,
-0.7394410371780396,
-1.0127897262573242,
-0.13788102567195892,
-0.5021383762359619,
-0.2189284861087799,
0.3160586953163147,
0.26177433133125305,
-0.3429007828235626,
0.761074960231781,
-0.605928361415863,
-0.7040645480155945,
-0.13973550498485565,
-0.09959849715232849,
0.618772029876709,
0.9297672510147095,
0.7491389513015747,
-0.7224891781806946,
-0.8973815441131592,
-0.05623132735490799,
-0.5420036911964417,
-0.020043618977069855,
0.03815015032887459,
-0.18260695040225983,
-0.10514965653419495,
0.22352561354637146,
-0.6100800037384033,
0.8851075172424316,
0.43224942684173584,
-0.6815470457077026,
0.521058976650238,
-0.4444415867328644,
0.607380211353302,
-0.8642836213111877,
-0.2911486029624939,
-0.1682354062795639,
-0.1976117193698883,
-0.7090163826942444,
0.1941153109073639,
-0.30022329092025757,
-0.3302987813949585,
-0.7474029064178467,
0.5274896025657654,
-0.9497008919715881,
-0.1878155767917633,
-0.33672797679901123,
-0.03423091769218445,
0.258078396320343,
0.19490550458431244,
-0.2356022596359253,
0.8900527954101562,
0.9160481691360474,
-0.7121304869651794,
0.5487284064292908,
0.3930913209915161,
-0.1920015811920166,
0.713123619556427,
-0.3887737989425659,
0.05162034556269646,
-0.12344932556152344,
0.14374586939811707,
-1.1263889074325562,
-0.5611576437950134,
0.13677352666854858,
-0.7127033472061157,
0.1768694370985031,
-0.16556863486766815,
-0.09428544342517853,
-0.6608470678329468,
-0.33806464076042175,
0.25910061597824097,
0.48612281680107117,
-0.4796994924545288,
0.6188153028488159,
0.5728035569190979,
0.026518523693084717,
-0.5307413935661316,
-0.7206829786300659,
0.20418179035186768,
0.03964628279209137,
-0.5569695234298706,
0.3011685907840729,
0.006543658673763275,
-0.6622449159622192,
-0.37112465500831604,
-0.26354193687438965,
-0.6043857336044312,
-0.22679749131202698,
0.7826980352401733,
0.11994287371635437,
-0.09012241661548615,
-0.20310327410697937,
-0.3199535310268402,
-0.061674781143665314,
0.3048747181892395,
-0.07575264573097229,
0.7232831716537476,
-0.3362368941307068,
-0.17849993705749512,
-0.8877336382865906,
0.6527547836303711,
0.9970458745956421,
0.09446781873703003,
0.8066442012786865,
0.463242769241333,
-0.356474369764328,
-0.13046561181545258,
-0.3535457253456116,
-0.15120631456375122,
-0.6857743859291077,
-0.1806795597076416,
-0.5322473645210266,
-0.5411435961723328,
0.40530624985694885,
0.10101401060819626,
-0.0021039992570877075,
0.5167040824890137,
0.25336092710494995,
-0.28806865215301514,
0.7550323605537415,
1.0343408584594727,
0.13917939364910126,
0.36029139161109924,
-0.28547197580337524,
0.6341596841812134,
-0.8329949378967285,
-0.34052106738090515,
-0.4548071026802063,
-0.2563583254814148,
-0.3121439814567566,
-0.1075083538889885,
0.5791015028953552,
0.28182128071784973,
-0.4463469982147217,
0.12506772577762604,
-0.5994209051132202,
0.6587362289428711,
0.6273985505104065,
0.5719729661941528,
0.1997300386428833,
-0.46199458837509155,
0.19982901215553284,
0.048167064785957336,
-0.45745572447776794,
-0.4009109139442444,
0.7711146473884583,
0.239962637424469,
0.8364018201828003,
0.20927003026008606,
0.4957771599292755,
0.3337545692920685,
0.25280603766441345,
-0.6318972110748291,
0.20098070800304413,
-0.222828209400177,
-1.2459607124328613,
-0.2064269483089447,
-0.16551266610622406,
-1.0080578327178955,
-0.11792004108428955,
-0.18289004266262054,
-0.8406614661216736,
0.2665729522705078,
-0.19225698709487915,
-0.6640642285346985,
0.520614504814148,
-0.5103870630264282,
0.6934709548950195,
-0.23555895686149597,
-0.2817087173461914,
0.11930041760206223,
-0.6889921426773071,
0.5254610776901245,
0.3667148947715759,
0.29168447852134705,
-0.3796895146369934,
-0.3192877471446991,
0.5068991184234619,
-0.8812236785888672,
0.44081082940101624,
-0.10565068572759628,
0.1942814439535141,
0.5358878374099731,
0.4153590202331543,
0.38239675760269165,
0.2869906723499298,
-0.24593809247016907,
-0.23415403068065643,
0.2250344157218933,
-0.7581348419189453,
-0.2775455117225647,
0.9095457792282104,
-0.7519429922103882,
-0.8586916923522949,
-0.6954255104064941,
-0.30645009875297546,
0.2886526584625244,
0.02781439572572708,
0.7154765129089355,
0.6456883549690247,
-0.18821007013320923,
0.23777063190937042,
0.720821738243103,
-0.014694413170218468,
0.723556399345398,
0.29411089420318604,
-0.4056652784347534,
-0.6169788241386414,
0.718232274055481,
0.26270464062690735,
0.05162703990936279,
0.028327442705631256,
0.3058736324310303,
-0.17546680569648743,
-0.1507863998413086,
-0.6318317651748657,
-0.0639532208442688,
-0.7465732097625732,
-0.09279482066631317,
-0.7541394829750061,
-0.2507745921611786,
-0.7114589214324951,
-0.8068138360977173,
-0.708016037940979,
-0.45604345202445984,
-0.4301196336746216,
-0.2335222214460373,
0.5163102746009827,
1.1627084016799927,
-0.26131507754325867,
0.8011049628257751,
-0.8900954723358154,
0.41936272382736206,
0.4969545006752014,
0.7519727945327759,
-0.11060971021652222,
-0.6746928691864014,
-0.07836240530014038,
-0.5338752269744873,
-0.29485076665878296,
-1.01569664478302,
0.31774672865867615,
-0.036885976791381836,
0.4053717255592346,
0.4293888807296753,
0.2519032955169678,
0.4939274191856384,
-0.3007313311100006,
1.1130690574645996,
0.7274303436279297,
-0.8033815026283264,
0.5195285677909851,
-0.7634995579719543,
0.16122232377529144,
0.9363659024238586,
0.544775128364563,
-0.4417074918746948,
-0.15113961696624756,
-1.0259764194488525,
-0.8431367874145508,
0.5963038206100464,
0.15439960360527039,
0.01684429496526718,
0.018214639276266098,
0.03168323636054993,
0.29466331005096436,
0.3591306209564209,
-0.784728467464447,
-0.824022650718689,
-0.13851124048233032,
0.25803354382514954,
0.3145602345466614,
-0.16485458612442017,
-0.3003879189491272,
-0.6116158366203308,
0.8711379766464233,
0.1828640252351761,
0.3546237349510193,
0.12073374539613724,
0.04369324818253517,
-0.35506951808929443,
0.14787019789218903,
0.5523004531860352,
1.2529062032699585,
-0.4098334312438965,
0.3673911392688751,
0.1751268208026886,
-0.6540066599845886,
0.6494988203048706,
-0.30363473296165466,
-0.021784666925668716,
0.6203134655952454,
0.17760910093784332,
0.2852843105792999,
0.3155992031097412,
-0.36214208602905273,
0.6047801971435547,
-0.029422320425510406,
-0.17758524417877197,
-0.7005689144134521,
0.15866941213607788,
0.029349908232688904,
0.27508044242858887,
0.43920302391052246,
0.2444339096546173,
0.08246828615665436,
-1.0602877140045166,
0.571104884147644,
0.24493856728076935,
-0.8676615953445435,
-0.30110111832618713,
0.7047960758209229,
0.40753939747810364,
-0.47599589824676514,
0.38749027252197266,
0.012702763080596924,
-0.671023964881897,
0.5987740755081177,
0.551040768623352,
0.7569668292999268,
-0.4702425003051758,
0.30880242586135864,
0.624560534954071,
0.06711313128471375,
0.20550544559955597,
0.6923208236694336,
0.03149370476603508,
-0.44738680124282837,
0.23022504150867462,
-0.5986737012863159,
-0.1468992531299591,
0.13735288381576538,
-0.804742693901062,
0.3515333831310272,
-0.9312610030174255,
-0.24089904129505157,
0.08751519024372101,
0.11761170625686646,
-0.6130950450897217,
0.6674697995185852,
-0.00852571427822113,
0.9280482530593872,
-0.8549090623855591,
0.962628960609436,
0.8559577465057373,
-0.31830841302871704,
-0.7709447145462036,
-0.3355675935745239,
0.0201396644115448,
-0.6660529375076294,
0.7108281850814819,
-0.18973003327846527,
-0.41207355260849,
-0.0932389348745346,
-0.6229831576347351,
-1.0003738403320312,
0.03062039613723755,
0.017416149377822876,
-0.46250253915786743,
0.44547978043556213,
-0.5157256722450256,
0.32896745204925537,
-0.19169752299785614,
0.30509495735168457,
0.771946907043457,
0.7958443760871887,
0.22960850596427917,
-0.6354780197143555,
-0.44666823744773865,
-0.010275822132825851,
-0.1668277382850647,
0.45458102226257324,
-1.071097493171692,
0.9677367210388184,
-0.46525776386260986,
-0.34733179211616516,
0.2706637978553772,
0.7977622747421265,
0.253851056098938,
0.3524123430252075,
0.621953547000885,
0.9016802310943604,
0.36450058221817017,
-0.311782568693161,
0.7276740670204163,
0.2426334023475647,
0.41525477170944214,
0.736419677734375,
-0.22712194919586182,
0.5403842329978943,
0.890641450881958,
-0.7861624360084534,
0.5381764769554138,
0.7879026532173157,
0.16047346591949463,
0.7758153676986694,
0.5944147706031799,
-0.6119515895843506,
-0.11859343945980072,
-0.14641447365283966,
-0.617155909538269,
0.1979750394821167,
0.052926838397979736,
-0.11974767595529556,
-0.28460121154785156,
-0.13567432761192322,
0.12295038253068924,
0.2836456894874573,
-0.5959329605102539,
0.606866180896759,
0.34341561794281006,
-0.6328276991844177,
0.21025121212005615,
-0.2577953636646271,
0.6709502935409546,
-0.5978153944015503,
0.027336426079273224,
-0.2269938588142395,
0.41810357570648193,
-0.4618743360042572,
-1.007582426071167,
0.47138315439224243,
-0.29202455282211304,
-0.4055127203464508,
-0.26942431926727295,
0.8072373867034912,
-0.2213389277458191,
-0.5572863221168518,
0.37486088275909424,
0.13466545939445496,
0.4147361218929291,
0.4014603793621063,
-0.5487300157546997,
0.04779018461704254,
0.13760170340538025,
-0.200618177652359,
0.3601188361644745,
0.29737287759780884,
0.25488775968551636,
0.7100129127502441,
0.5052477121353149,
0.22198741137981415,
0.2569434344768524,
-0.18668603897094727,
0.8387457728385925,
-0.9102790355682373,
-0.8167629241943359,
-0.9497329592704773,
0.38498955965042114,
0.025727245956659317,
-0.8801437616348267,
0.7920297384262085,
0.7652614116668701,
0.5113964080810547,
-0.48778945207595825,
0.4755285680294037,
-0.32647913694381714,
0.5047132968902588,
-0.13870932161808014,
1.0010888576507568,
-0.7607624530792236,
-0.2958727478981018,
-0.030553333461284637,
-0.9216437935829163,
-0.2533755898475647,
0.5375738143920898,
0.15408295392990112,
-0.1460803896188736,
0.4385911226272583,
0.44216352701187134,
0.02217365987598896,
0.2522309720516205,
0.32861030101776123,
0.06042800843715668,
0.14508432149887085,
0.5510439872741699,
1.0931134223937988,
-0.4339442849159241,
0.18694785237312317,
-0.49234768748283386,
-0.45362502336502075,
-0.4153490960597992,
-0.9548052549362183,
-0.664030909538269,
-0.48185425996780396,
-0.2973938286304474,
-0.5915577411651611,
0.11726413667201996,
0.9300881028175354,
0.9018136262893677,
-0.625672459602356,
-0.41243696212768555,
0.2571353614330292,
0.3029336929321289,
-0.22954161465168,
-0.14626723527908325,
0.273649662733078,
-0.00640781968832016,
-0.7211176156997681,
0.39309418201446533,
0.8079767227172852,
0.3887123465538025,
0.08443966507911682,
-0.07217182219028473,
-0.4407084584236145,
0.02610129863023758,
0.5373559594154358,
0.5729556083679199,
-0.6281191110610962,
-0.4099642038345337,
-0.5328325629234314,
-0.21386754512786865,
0.15529415011405945,
0.4807758927345276,
-0.5166380405426025,
0.32661089301109314,
0.8128958940505981,
0.1701769381761551,
0.7187885642051697,
-0.00224892795085907,
0.667864203453064,
-0.897024929523468,
0.44462692737579346,
0.3953385651111603,
0.5681867599487305,
0.0899801105260849,
-0.7339168787002563,
0.9820244908332825,
0.4967435598373413,
-0.6334061026573181,
-1.003425121307373,
0.030799120664596558,
-1.1931143999099731,
-0.37881767749786377,
0.9890837669372559,
-0.09595773369073868,
-0.9597456455230713,
-0.36448919773101807,
-0.3677719235420227,
0.07989602535963058,
-0.33809781074523926,
0.35498178005218506,
0.8268190026283264,
-0.2538067698478699,
-0.2204189896583557,
-0.9505574703216553,
0.47529521584510803,
0.31025224924087524,
-0.5886626839637756,
-0.05114410072565079,
0.32939082384109497,
0.4523683488368988,
0.3009698987007141,
0.5239561200141907,
0.104281947016716,
0.8970535397529602,
0.25200384855270386,
0.30491432547569275,
-0.045266687870025635,
-0.5900777578353882,
-0.016066333279013634,
0.26214760541915894,
0.04487806558609009,
-0.6869444251060486
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
turkish_product_reviews | null | 2023-01-25T14:54:42Z | 369 | 3 | null | [
"task_categories:text-classification",
"task_ids:sentiment-classification",
"annotations_creators:found",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:100K<n<1M",
"source_datasets:original",
"language:tr",
"license:unknown",
"region:us"
] | 2023-01-25T14:54:42Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- found
language_creators:
- found
language:
- tr
license:
- unknown
multilinguality:
- monolingual
size_categories:
- 100K<n<1M
source_datasets:
- original
task_categories:
- text-classification
task_ids:
- sentiment-classification
pretty_name: Turkish Product Reviews
dataset_info:
features:
- name: sentence
dtype: string
- name: sentiment
dtype:
class_label:
names:
'0': negative
'1': positive
splits:
- name: train
num_bytes: 43369710
num_examples: 235165
download_size: 13184332
dataset_size: 43369710
---
# Dataset Card for Turkish Product Reviews
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Repository:** [turkish-text-data](https://github.com/fthbrmnby/turkish-text-data)
- **Point of Contact:** [Fatih Barmanbay](https://github.com/fthbrmnby)
### Dataset Summary
This Turkish Product Reviews Dataset contains 235.165 product reviews collected online. There are 220.284 positive, 14881 negative reviews.
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
The dataset is based on Turkish.
## Dataset Structure
### Data Instances
**Example 1:**
**sentence:** beklentimin altında bir ürün kaliteli değil
**sentiment:** 0 (negative)
**Example 2:**
**sentence:** fiyat ve performans olarak gayet iyi
**sentiment:** 1 (positive)
### Data Fields
- **sentence**(string) : Contatins turkish product review
- **sentiment**(int) : 0 (negative) or 1 (positive)
### Data Splits
It is not divided into Train set and Test set.
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
[More Information Needed]
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
The dataset does not contain any additional annotations.
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
The dataset was created by [Fatih Barmanbay](https://github.com/fthbrmnby).
### Licensing Information
The data is under the [CC-BY-SA-4.0 License](https://github.com/fthbrmnby/turkish-text-data/blob/master/LICENCE)
### Citation Information
No citation available for this dataset.
### Contributions
Thanks to [@basakbuluz](https://github.com/basakbuluz) for adding this dataset. | [
-0.7117506861686707,
-0.7669062614440918,
-0.04719185084104538,
0.42155516147613525,
-0.5744630098342896,
-0.1503693014383316,
-0.29920604825019836,
-0.3891299068927765,
0.47155851125717163,
0.5415642261505127,
-0.7915671467781067,
-1.130056619644165,
-0.6879187226295471,
0.24450185894966125,
-0.040679704397916794,
1.5108394622802734,
-0.21519815921783447,
0.160543754696846,
0.15476559102535248,
-0.39652785658836365,
-0.24164238572120667,
-0.497711718082428,
-0.33899885416030884,
-0.06996975839138031,
0.49936917424201965,
0.6459428071975708,
0.48207569122314453,
0.3330743908882141,
0.5388714671134949,
0.2245483547449112,
-0.023589851334691048,
0.016650637611746788,
-0.3880279064178467,
0.08603885769844055,
-0.07229199260473251,
-0.29083773493766785,
-0.6014431715011597,
0.11976759135723114,
0.633956789970398,
0.42546346783638,
0.016149936243891716,
0.9784957766532898,
0.3252379596233368,
0.973661482334137,
-0.5368922352790833,
0.6072863340377808,
-0.1210351288318634,
0.09460005164146423,
-0.3527337312698364,
0.10160334408283234,
0.09122160077095032,
-0.7108303904533386,
-0.23598584532737732,
-0.6344578266143799,
0.16382759809494019,
0.043188951909542084,
0.9647201895713806,
-0.18222542107105255,
-0.35403895378112793,
-0.3273770809173584,
-0.7778767943382263,
0.7198322415351868,
-0.8173997402191162,
0.1152351051568985,
0.5845812559127808,
0.4557447135448456,
-0.18045330047607422,
-0.5269668698310852,
-0.9255048632621765,
0.1866980344057083,
-0.11060729622840881,
0.33726903796195984,
-0.12895110249519348,
-0.33860576152801514,
0.4567910134792328,
0.7631495594978333,
-0.4627458453178406,
-0.5578044652938843,
-0.794165849685669,
0.043196167796850204,
0.9623586535453796,
0.4051406681537628,
-0.04107247292995453,
-0.3744231164455414,
-0.08673455566167831,
-0.34538304805755615,
-0.39125657081604004,
0.36022958159446716,
0.7507714033126831,
0.41057088971138,
-0.4408763349056244,
1.144993543624878,
-0.6176583170890808,
0.5247601270675659,
0.08243223279714584,
-0.146797314286232,
0.7423209547996521,
-0.7080939412117004,
-0.37454870343208313,
0.10737024992704391,
0.8750648498535156,
0.6453708410263062,
-0.05519375205039978,
0.48680880665779114,
-0.1295996606349945,
0.050754208117723465,
-0.01049004029482603,
-0.7766513824462891,
-0.11717107892036438,
0.5167493224143982,
-0.857854425907135,
-0.4949387311935425,
0.48798251152038574,
-0.9678686857223511,
-0.4048275947570801,
-0.14336085319519043,
0.2766658365726471,
0.10884349793195724,
-0.5052508115768433,
0.16209380328655243,
-0.11414342373609543,
0.4772380590438843,
-0.06364494562149048,
-0.6586335301399231,
0.4954543113708496,
0.5600079298019409,
0.6838324666023254,
0.046717893332242966,
0.002687486121430993,
0.03433476388454437,
0.09517337381839752,
-0.3146074414253235,
0.7841421961784363,
-0.24061457812786102,
-0.5551009774208069,
0.22315718233585358,
0.5152462720870972,
0.20622618496418,
-0.4111751914024353,
1.2817893028259277,
-0.228584423661232,
0.525810956954956,
-0.7988855242729187,
-0.3955835700035095,
-0.4947627782821655,
0.5070772767066956,
-1.0705604553222656,
1.1884641647338867,
0.13400898873806,
-1.2535947561264038,
0.6967637538909912,
-0.8420883417129517,
-0.47091174125671387,
-0.021073978394269943,
-0.12997090816497803,
-0.9229111075401306,
-0.12064649909734726,
0.25137290358543396,
0.5749748349189758,
-0.3232858180999756,
0.06682967394590378,
-0.3731202185153961,
-0.3630297780036926,
0.125632181763649,
-0.022158043459057808,
1.2278714179992676,
0.5706583857536316,
-0.39293938875198364,
0.15893983840942383,
-0.791430652141571,
-0.39325594902038574,
0.2184811681509018,
-0.5785543322563171,
-0.05092734098434448,
-0.2204153686761856,
0.5935941934585571,
0.3748131990432739,
0.16365304589271545,
-0.7183427810668945,
0.20956729352474213,
-0.17224234342575073,
-0.04364322870969772,
0.5372139811515808,
0.410945326089859,
0.14277231693267822,
-0.6722266674041748,
0.683902382850647,
0.20414572954177856,
0.39183366298675537,
0.2225164920091629,
-0.6676760315895081,
-0.9568315744400024,
-0.2063172310590744,
0.18739090859889984,
0.5546074509620667,
-0.5107181072235107,
0.828037440776825,
-0.3784481883049011,
-0.7258078455924988,
-0.560666024684906,
0.19120819866657257,
0.14770473539829254,
0.5245179533958435,
0.18791721761226654,
-0.3596954047679901,
-0.7311269044876099,
-0.8858957886695862,
-0.058519940823316574,
-0.32089242339134216,
0.07612049579620361,
0.6483045220375061,
0.6996743679046631,
-0.11931149661540985,
0.6217690706253052,
-0.3649052083492279,
-0.7271101474761963,
-0.6076874136924744,
0.007445845287293196,
0.8515198230743408,
0.3970623016357422,
0.40911200642585754,
-0.6542177200317383,
-0.6588253378868103,
-0.19463279843330383,
-0.693599283695221,
-0.08178066462278366,
0.05402335524559021,
-0.09498481452465057,
0.5616768002510071,
0.015691541135311127,
-0.609869658946991,
0.6157150864601135,
0.5129242539405823,
-0.7130905985832214,
0.8409106731414795,
0.08193995803594589,
0.5015998482704163,
-1.461612343788147,
0.3792164921760559,
0.15562449395656586,
0.29324495792388916,
-0.42196089029312134,
-0.36927512288093567,
-0.3358873724937439,
0.11966904997825623,
-0.4699303209781647,
0.6098431348800659,
-0.247442826628685,
0.15630315244197845,
0.10724825412034988,
-0.41614073514938354,
0.16266298294067383,
0.5486565232276917,
-0.027667630463838577,
0.6439107060432434,
0.5123350620269775,
-0.5001148581504822,
0.4303946793079376,
0.5689425468444824,
-0.8959892392158508,
0.6049652695655823,
-0.7742456793785095,
-0.2867847979068756,
-0.0701255202293396,
0.3892193138599396,
-0.9389644265174866,
-0.2721603512763977,
0.9588682055473328,
-0.6598297953605652,
0.008617717772722244,
-0.10992436856031418,
-0.8153161406517029,
-0.3881378173828125,
-0.7052910327911377,
0.15562552213668823,
0.41879257559776306,
-0.20705300569534302,
0.4446500837802887,
0.5388713479042053,
-0.22519123554229736,
-0.635342538356781,
-0.8018971085548401,
-0.15051841735839844,
-0.42244571447372437,
-0.5795798897743225,
0.11884263157844543,
0.01340632513165474,
-0.2587551772594452,
0.1256115585565567,
0.05295609310269356,
0.13778787851333618,
-0.29899004101753235,
0.28729644417762756,
0.2490316480398178,
-0.1823030263185501,
0.12266747653484344,
-0.11137736588716507,
0.02406046725809574,
0.13874678313732147,
-0.0336967334151268,
0.35760512948036194,
-0.23150312900543213,
-0.07589523494243622,
-0.6027182340621948,
0.36699432134628296,
0.2623103857040405,
-0.06679928302764893,
0.9224067330360413,
1.0049769878387451,
-0.28664445877075195,
0.21905064582824707,
-0.6603817343711853,
-0.08398739248514175,
-0.3829348385334015,
0.3469465970993042,
-0.3276062309741974,
-0.51760333776474,
0.7799248695373535,
0.27755609154701233,
0.16809208691120148,
0.8451980352401733,
0.8005988597869873,
-0.1665077656507492,
0.9139468669891357,
0.4902385473251343,
-0.38303250074386597,
0.4836990237236023,
-0.5259910821914673,
0.164890319108963,
-0.619605541229248,
-0.6445595622062683,
-0.7960489392280579,
-0.4016772210597992,
-0.9453349709510803,
-0.1262074112892151,
0.01690189726650715,
0.013378380797803402,
-0.46917474269866943,
0.1550462692975998,
-0.5816699862480164,
0.21683843433856964,
0.7635636329650879,
0.16697673499584198,
0.16666413843631744,
0.4990468919277191,
-0.09636365622282028,
0.07589524239301682,
-0.5361993312835693,
-0.6696251630783081,
1.2589784860610962,
0.45428624749183655,
0.6804343461990356,
0.07808178663253784,
0.5978506207466125,
0.5719099640846252,
0.14719471335411072,
-0.5439340472221375,
0.48653537034988403,
-0.07908442616462708,
-0.8858460187911987,
-0.219371497631073,
-0.1980012208223343,
-1.025132179260254,
-0.251811146736145,
-0.6231686472892761,
-0.557187020778656,
0.47550836205482483,
0.023026956245303154,
-0.29683446884155273,
0.346739798784256,
-0.5184881091117859,
1.0058200359344482,
0.028774330392479897,
-0.5694506168365479,
-0.21228888630867004,
-0.6422630548477173,
0.27366331219673157,
0.3593854606151581,
0.3624659776687622,
-0.2736035883426666,
0.14807595312595367,
1.270133137702942,
-0.4386903643608093,
0.7551943063735962,
-0.41634199023246765,
0.26743942499160767,
0.5786519646644592,
-0.1984669417142868,
0.3275114893913269,
0.06570067256689072,
-0.02481234259903431,
0.4270614683628082,
0.14135922491550446,
-0.5958965420722961,
-0.4392136335372925,
0.7049946188926697,
-0.9277549386024475,
-0.3838842511177063,
-0.7871968746185303,
-0.2505854666233063,
-0.007928385399281979,
0.21975331008434296,
0.06860969960689545,
0.09903000295162201,
-0.2436649352312088,
0.31955957412719727,
0.3316497504711151,
-0.25521448254585266,
0.13637588918209076,
0.2860270142555237,
-0.22034041583538055,
-0.9089710712432861,
0.8139533996582031,
0.15462495386600494,
-0.3144679069519043,
-0.019954483956098557,
0.13739517331123352,
-0.5015457272529602,
-0.3054923117160797,
-0.4584936797618866,
0.36907824873924255,
-0.671320378780365,
-0.08522757142782211,
-0.5690574049949646,
-0.2703501880168915,
-0.6150978803634644,
0.20409810543060303,
0.026066092774271965,
-0.6346269845962524,
-0.20002146065235138,
-0.49337509274482727,
0.49759891629219055,
0.8462797999382019,
-0.3287633955478668,
0.25105759501457214,
-0.5716834664344788,
0.17821285128593445,
0.09691117703914642,
0.5541251301765442,
-0.11370068043470383,
-0.3119901418685913,
-0.5850136280059814,
0.016480855643749237,
-0.4325336515903473,
-0.9037278294563293,
0.4752543270587921,
-0.007269794587045908,
0.5683087706565857,
0.5120145082473755,
0.10276518762111664,
0.38426080346107483,
0.1345321536064148,
1.18526291847229,
-0.01170314010232687,
-0.4780021607875824,
0.44425198435783386,
-0.5391083359718323,
0.4596792161464691,
0.9150208234786987,
0.4814177453517914,
-0.6896326541900635,
-0.07451389729976654,
-0.7106272578239441,
-0.9640715718269348,
0.8479588627815247,
0.45984476804733276,
0.21885725855827332,
0.1030784323811531,
0.0992148295044899,
0.2191745787858963,
0.3646255433559418,
-0.8706458806991577,
-0.6803402304649353,
-0.38591718673706055,
-0.363582044839859,
-0.12053746730089188,
-0.5690488815307617,
-0.18535353243350983,
-0.5765199661254883,
1.1406168937683105,
0.3656701147556305,
0.35671213269233704,
0.1690463125705719,
0.202914297580719,
-0.14200997352600098,
0.26924067735671997,
0.54496830701828,
0.4234056770801544,
-0.5543566346168518,
-0.026365306228399277,
-0.05086332932114601,
-0.8817356824874878,
-0.06427465379238129,
0.22693359851837158,
-0.3039988875389099,
0.020373214036226273,
0.2452177107334137,
0.7220253944396973,
-0.44607189297676086,
-0.28349769115448,
0.5081785321235657,
-0.3051627576351166,
-0.435876727104187,
-0.7538185119628906,
-0.29958513379096985,
-0.07565206289291382,
0.270276814699173,
0.48963478207588196,
-0.13702169060707092,
0.3357897698879242,
-0.40718793869018555,
0.3568545877933502,
0.116545669734478,
-0.5208369493484497,
-0.3295142948627472,
0.37209591269493103,
0.17826998233795166,
-0.2236422598361969,
0.6502443552017212,
-0.05094463750720024,
-0.2579074203968048,
0.5754547715187073,
0.1720331311225891,
1.0138472318649292,
-0.06423351913690567,
0.5340896248817444,
0.933748185634613,
0.4350161552429199,
0.11049847304821014,
0.7852902412414551,
-0.2527298629283905,
-0.7392213344573975,
-0.15359199047088623,
-0.759718656539917,
-0.1872459203004837,
0.4840299189090729,
-0.8393979668617249,
0.6267548203468323,
-0.48164525628089905,
-0.3624489903450012,
-0.15994571149349213,
0.7018067836761475,
-0.7676395773887634,
0.3270263671875,
0.05179547518491745,
0.9750390648841858,
-1.2151435613632202,
0.6892917156219482,
0.8089687824249268,
-0.798706591129303,
-0.7245358824729919,
-0.2931436598300934,
0.07303118705749512,
-0.3537379503250122,
0.41461578011512756,
0.3285006284713745,
0.2948557734489441,
-0.5084174871444702,
-0.5585986375808716,
-0.5933418273925781,
1.0726444721221924,
-0.08578670024871826,
-0.18053661286830902,
0.5572300553321838,
0.4908258020877838,
0.6205579042434692,
-0.5629606246948242,
0.21735426783561707,
0.6613821387290955,
0.7011353969573975,
0.20856432616710663,
-0.4896455705165863,
0.16400547325611115,
-0.8181060552597046,
-0.4241025149822235,
-0.2799287736415863,
-0.5452409982681274,
0.6619280576705933,
0.14862056076526642,
-0.14420658349990845,
-0.21090759336948395,
0.5759669542312622,
0.48102280497550964,
0.47246307134628296,
0.43773552775382996,
0.7100428342819214,
0.30919066071510315,
0.04429357126355171,
1.0329656600952148,
-0.3307549059391022,
0.35818779468536377,
1.0785263776779175,
0.10467629879713058,
0.7539598345756531,
0.5458186864852905,
-0.3889775276184082,
0.6130506992340088,
0.9264179468154907,
-0.37332701683044434,
0.581652820110321,
0.01899169757962227,
-0.24596327543258667,
0.07444456219673157,
-0.3886074125766754,
-0.5133442282676697,
0.28561705350875854,
0.4163408875465393,
-0.6948356032371521,
-0.04690755903720856,
-0.40090620517730713,
0.3109062612056732,
-0.2429642230272293,
-0.3410035967826843,
0.8824566602706909,
-0.12410905957221985,
-0.3801436722278595,
0.38872236013412476,
-0.016948072239756584,
0.4499135911464691,
-0.5112813115119934,
-0.24840083718299866,
-0.2698060870170593,
0.1739020198583603,
-0.514559805393219,
-0.9413584470748901,
0.5592009425163269,
-0.08945508301258087,
-0.26563987135887146,
0.05734321475028992,
0.6423894166946411,
-0.3793366551399231,
-1.274357557296753,
-0.05908949300646782,
0.368289977312088,
0.24779006838798523,
0.1570839136838913,
-1.0003178119659424,
0.20446695387363434,
0.11028289794921875,
-0.6463581919670105,
-0.03060588613152504,
0.1746932864189148,
-0.18048278987407684,
0.23751334846019745,
0.6101406216621399,
0.36467215418815613,
-0.06671366840600967,
0.0803736001253128,
0.9074081778526306,
-0.7132801413536072,
-0.584367036819458,
-0.6729448437690735,
0.6957680583000183,
-0.435043066740036,
-0.41646724939346313,
1.0921577215194702,
0.9772703051567078,
1.071367621421814,
-0.2186136245727539,
1.0641289949417114,
-0.3285598158836365,
0.6747767925262451,
-0.16781722009181976,
1.0765187740325928,
-0.4603763222694397,
0.0037469095550477505,
-0.4577709436416626,
-1.1723712682724,
-0.5295711159706116,
0.7460450530052185,
-0.42589062452316284,
0.13719752430915833,
0.395859956741333,
0.9613720178604126,
0.047417595982551575,
0.1573178470134735,
0.055718835443258286,
0.4578188359737396,
0.09986963123083115,
0.20439137518405914,
0.5271881222724915,
-0.6709927916526794,
0.5209345817565918,
-0.5026924014091492,
-0.19621674716472626,
-0.1152975931763649,
-0.7606205344200134,
-1.0445830821990967,
-0.8107050061225891,
-0.36262640357017517,
-0.6861698627471924,
-0.0396888293325901,
1.0444761514663696,
0.5255081057548523,
-1.3438136577606201,
-0.6205873489379883,
0.19633246958255768,
0.11274024099111557,
-0.3418453335762024,
-0.22703084349632263,
0.7507672309875488,
0.14889173209667206,
-0.48349952697753906,
-0.44720035791397095,
-0.12602642178535461,
-0.02438647300004959,
-0.27099671959877014,
-0.2401387244462967,
-0.2231416404247284,
0.10368812084197998,
0.4254452884197235,
0.301560640335083,
-0.6198882460594177,
0.0887271985411644,
0.0106388870626688,
0.02700893022119999,
0.15286311507225037,
0.5600841045379639,
-0.43461525440216064,
0.46000537276268005,
0.8855490684509277,
0.1955234259366989,
0.8169429302215576,
0.038136519491672516,
0.24058623611927032,
-0.3952042758464813,
0.11649800091981888,
-0.00813669990748167,
0.38091331720352173,
0.4113737940788269,
-0.43124645948410034,
0.5092141628265381,
0.18997395038604736,
-0.47754359245300293,
-0.5896536707878113,
-0.12186870723962784,
-1.2383778095245361,
0.12324206531047821,
1.4074032306671143,
-0.13946761190891266,
-0.45281991362571716,
-0.4052268862724304,
-0.5403464436531067,
0.3519580662250519,
-0.7183231711387634,
1.1506123542785645,
0.9120888113975525,
0.03787771612405777,
-0.1270945966243744,
-0.42608582973480225,
0.6727440357208252,
0.020664561539888382,
-0.7929450273513794,
-0.09239664673805237,
0.487575501203537,
0.3094216287136078,
-0.06636098027229309,
0.7125240564346313,
-0.4486437737941742,
0.17741507291793823,
-0.0400913767516613,
0.3822494447231293,
-0.25132858753204346,
-0.06753499805927277,
-0.44474518299102783,
0.06643373519182205,
0.001161631545983255,
-0.4379768371582031
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
rubrix/gutenberg_spacy-ner | rubrix | 2022-02-24T21:48:13Z | 369 | 0 | null | [
"region:us"
] | 2022-02-24T21:48:13Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
clickbait_news_bg | null | 2023-01-25T14:28:03Z | 368 | 0 | null | [
"task_categories:text-classification",
"task_ids:fact-checking",
"annotations_creators:expert-generated",
"language_creators:expert-generated",
"multilinguality:monolingual",
"size_categories:1K<n<10K",
"source_datasets:original",
"language:bg",
"license:unknown",
"region:us"
] | 2023-01-25T14:28:03Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- expert-generated
language_creators:
- expert-generated
language:
- bg
license:
- unknown
multilinguality:
- monolingual
size_categories:
- 1K<n<10K
source_datasets:
- original
task_categories:
- text-classification
task_ids:
- fact-checking
pretty_name: Clickbait/Fake News in Bulgarian
dataset_info:
features:
- name: fake_news_score
dtype:
class_label:
names:
'0': legitimate
'1': fake
- name: click_bait_score
dtype:
class_label:
names:
'0': normal
'1': clickbait
- name: content_title
dtype: string
- name: content_url
dtype: string
- name: content_published_time
dtype: string
- name: content
dtype: string
splits:
- name: train
num_bytes: 24480402
num_examples: 2815
- name: validation
num_bytes: 6752242
num_examples: 761
download_size: 8569575
dataset_size: 31232644
---
# Dataset Card for Clickbait/Fake News in Bulgarian
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [Data Science Society / Case Fake News](https://gitlab.com/datasciencesociety/case_fake_news)
- **Repository:** [Data Science Society / Case Fake News / Data](https://gitlab.com/datasciencesociety/case_fake_news/-/tree/master/data)
- **Paper:** [This paper uses the dataset.](https://www.acl-bg.org/proceedings/2017/RANLP%202017/pdf/RANLP045.pdf)
- **Leaderboard:**
- **Point of Contact:**
### Dataset Summary
This is a corpus of Bulgarian news over a fixed period of time, whose factuality had been questioned.
The news come from 377 different sources from various domains, including politics, interesting facts and tips&tricks.
The dataset was prepared for the Hack the
Fake News hackathon. It was provided by the
[Bulgarian Association of PR Agencies](http://www.bapra.bg/) and is
available in [Gitlab](https://gitlab.com/datasciencesociety/).
The corpus was automatically collected, and then annotated by students of journalism.
The training dataset contains 2,815 examples, where 1,940 (i.e., 69%) are fake news
and 1,968 (i.e., 70%) are click-baits; There are 761 testing examples.
There is 98% correlation between fake news and clickbaits.
One important aspect about the training dataset is that it contains many repetitions.
This should not be surprising as it attempts to represent a natural distribution of factual
vs. fake news on-line over a period of time. As publishers of fake news often have a group of
websites that feature the same deceiving content, we should expect some repetition.
In particular, the training dataset contains
434 unique articles with duplicates. These articles have three reposts each on average, with
the most reposted article appearing 45 times.
If we take into account the labels of the reposted articles, we can see that if an article
is reposted, it is more likely to be fake news.
The number of fake news that have a duplicate in the training dataset are 1018 whereas,
the number of articles with genuine content
that have a duplicate article in the training set is 322.
(The dataset description is from the following [paper](https://www.acl-bg.org/proceedings/2017/RANLP%202017/pdf/RANLP045.pdf).)
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
Bulgarian
## Dataset Structure
### Data Instances
[More Information Needed]
### Data Fields
Each entry in the dataset consists of the following elements:
* `fake_news_score` - a label indicating whether the article is fake or not
* `click_bait_score` - another label indicating whether it is a click-bait
* `content_title` - article heading
* `content_url` - URL of the original article
* `content_published_time` - date of publication
* `content` - article content
### Data Splits
The **training dataset** contains 2,815 examples, where 1,940 (i.e., 69%) are fake news
and 1,968 (i.e., 70%) are click-baits;
The **validation dataset** contains 761 testing examples.
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed]
#### Who are the source language producers?
[More Information Needed]
### Annotations
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
[More Information Needed]
### Contributions
Thanks to [@tsvm](https://github.com/tsvm), [@lhoestq](https://github.com/lhoestq) for adding this dataset. | [
-0.3069249391555786,
-0.7572274804115295,
0.1779109388589859,
0.359437495470047,
-0.4762345850467682,
0.1533510535955429,
-0.15231259167194366,
-0.17545132339000702,
0.5197555422782898,
0.34736359119415283,
-0.49804896116256714,
-0.8497827053070068,
-0.5556318759918213,
0.10411505401134491,
-0.4914284944534302,
1.2007631063461304,
-0.06808798760175705,
0.3187680244445801,
-0.04683523252606392,
-0.15861321985721588,
-0.23306113481521606,
-0.47709766030311584,
-0.2801629900932312,
-0.08329033106565475,
0.4701272249221802,
0.2961447238922119,
0.4624950885772705,
0.6638292670249939,
0.2968568801879883,
0.17453205585479736,
0.07844602316617966,
0.22051511704921722,
-0.5672560930252075,
-0.5208545923233032,
-0.34458741545677185,
-0.4449442923069,
-0.3663561940193176,
0.5453934669494629,
0.5995877981185913,
0.4292992949485779,
-0.04742337763309479,
0.5464539527893066,
-0.00901736319065094,
0.8023332357406616,
-0.3256000876426697,
-0.05512348189949989,
-0.573061466217041,
0.03494296222925186,
-0.253133088350296,
-0.30953747034072876,
-0.40567323565483093,
-0.5711626410484314,
-0.22658564150333405,
-0.5778785943984985,
0.37003669142723083,
0.265992671251297,
1.0263735055923462,
-0.08877862989902496,
-0.5661702752113342,
-0.33938318490982056,
-0.40714123845100403,
0.6824997663497925,
-0.6603415608406067,
0.20694664120674133,
0.40280309319496155,
0.05406754091382027,
-0.12851446866989136,
-0.5898036360740662,
-0.6364127397537231,
0.0862707570195198,
-0.11860902607440948,
0.2996872663497925,
-0.2341068536043167,
-0.4616437256336212,
0.4600013196468353,
0.3127399682998657,
-0.7327653765678406,
-0.1766720414161682,
-0.7426703572273254,
-0.32296156883239746,
0.7815802693367004,
0.06725379824638367,
0.1790795922279358,
-0.5998718738555908,
-0.32100656628608704,
-0.08263761550188065,
-0.6224919557571411,
-0.09073556959629059,
0.9619463682174683,
0.36976680159568787,
-0.3945179879665375,
0.6097123622894287,
-0.41891226172447205,
0.8252986073493958,
0.2675207555294037,
-0.305947482585907,
0.7728996872901917,
-0.805618166923523,
-0.17472603917121887,
0.1549004167318344,
0.7689529657363892,
0.288893461227417,
0.16511321067810059,
0.2868300974369049,
0.16492466628551483,
-0.03232268616557121,
0.44100818037986755,
-0.5917920470237732,
-0.23972751200199127,
0.3812212347984314,
-0.6660071611404419,
-0.7234405875205994,
0.28423887491226196,
-0.9048097729682922,
-0.1866699457168579,
-0.3077424466609955,
0.3059995174407959,
-0.38945403695106506,
-0.21360212564468384,
0.061292409896850586,
-0.20455901324748993,
0.22331568598747253,
0.2729276716709137,
-0.170664444565773,
0.1617012768983841,
0.48974844813346863,
0.7401501536369324,
-0.2085009068250656,
-0.33660390973091125,
-0.4544415771961212,
-0.05991005524992943,
-0.3248695731163025,
0.6862708330154419,
-0.3045923411846161,
-0.001958404667675495,
-0.08632485568523407,
0.1002301275730133,
-0.17364829778671265,
-0.3047582507133484,
0.6868340969085693,
-0.567151665687561,
0.6363685131072998,
-0.6026121377944946,
-0.5032534003257751,
-0.20676124095916748,
0.4004565477371216,
-0.9060935378074646,
1.1496617794036865,
0.05519672483205795,
-1.1401218175888062,
0.6714414954185486,
-0.6200206279754639,
-0.5447850227355957,
-0.14956656098365784,
-0.02054036594927311,
-0.5652755498886108,
-0.1464402973651886,
0.2889510691165924,
0.24779218435287476,
0.16760778427124023,
0.41983911395072937,
-0.14120694994926453,
-0.23680759966373444,
0.34556418657302856,
-0.41609394550323486,
1.2143871784210205,
0.24802222847938538,
-0.39790016412734985,
-0.10016685724258423,
-0.9208782911300659,
-0.18472151458263397,
-0.037992097437381744,
-0.8205865621566772,
-0.20472650229930878,
-0.2360936552286148,
0.1495410054922104,
0.4364085793495178,
0.024920498952269554,
-0.5297892689704895,
0.3575723171234131,
-0.15227773785591125,
0.0005614211549982429,
0.5019914507865906,
0.2126295566558838,
0.11885516345500946,
-0.505001962184906,
0.42338553071022034,
0.35851553082466125,
0.23694811761379242,
0.025540202856063843,
-0.4176524877548218,
-0.7783003449440002,
-0.27979549765586853,
0.5552620887756348,
0.7048665881156921,
-0.8418393731117249,
0.5974729657173157,
-0.471232146024704,
-0.5759493112564087,
-0.7593719959259033,
0.2526198923587799,
0.37732699513435364,
0.4827832877635956,
0.2834587097167969,
-0.19825443625450134,
-0.8838198184967041,
-0.8770472407341003,
-0.5518341660499573,
0.07054517418146133,
0.3157781958580017,
0.17718209326267242,
0.8861606121063232,
0.21949613094329834,
1.0017451047897339,
-0.16127438843250275,
-0.2544454038143158,
-0.46353206038475037,
0.23590223491191864,
0.490508109331131,
0.39966583251953125,
0.4490029215812683,
-1.2127506732940674,
-0.6644695997238159,
-0.428221195936203,
-0.7800217866897583,
0.00044699886348098516,
-0.26931139826774597,
0.03957599401473999,
0.5750136375427246,
0.22176189720630646,
-0.6576266288757324,
0.7793622016906738,
0.5785844922065735,
-0.4337691366672516,
0.8199009895324707,
0.10393533855676651,
0.4322547912597656,
-1.3397159576416016,
0.3069402575492859,
0.03244621679186821,
-0.2699451446533203,
-0.5606857538223267,
-0.3689558506011963,
0.04031238332390785,
-0.006062495522201061,
-0.8152263164520264,
0.5183939337730408,
-0.5774388909339905,
-0.049858372658491135,
-0.05866115912795067,
0.055379658937454224,
-0.00312215113081038,
0.32114335894584656,
-0.0030087707564234734,
0.6798323392868042,
0.44501906633377075,
-0.44429346919059753,
0.7711494565010071,
0.31218260526657104,
-0.7286699414253235,
0.7466978430747986,
-0.5153189897537231,
-0.16481715440750122,
-0.07883680611848831,
0.6045762896537781,
-0.684249222278595,
-0.3910738527774811,
0.5220468044281006,
-0.8022302985191345,
0.09022489190101624,
-0.2532576620578766,
-0.9706777930259705,
-0.6122971177101135,
-0.4739249050617218,
0.13719883561134338,
0.32840797305107117,
-0.36201372742652893,
0.4101564288139343,
0.23629240691661835,
0.1950322389602661,
-0.7175240516662598,
-0.7177777290344238,
0.1826525628566742,
-0.24477410316467285,
-0.535365641117096,
0.11481322348117828,
-0.10973081737756729,
-0.1453179270029068,
0.36845237016677856,
0.06272590160369873,
0.16332413256168365,
-0.3260847330093384,
0.12655091285705566,
-0.003523200750350952,
-0.09149952232837677,
0.17072585225105286,
-0.277973473072052,
0.10554589331150055,
-0.20377737283706665,
-0.07179657369852066,
0.5563268065452576,
-0.17109300196170807,
-0.3422900140285492,
-0.6147664785385132,
0.3048275411128998,
0.23716509342193604,
-0.02658163569867611,
1.0919195413589478,
0.8405736088752747,
-0.19261737167835236,
-0.05378750339150429,
-0.7453097701072693,
-0.07955629378557205,
-0.3461197018623352,
0.2361527532339096,
-0.03617183119058609,
-0.262722373008728,
0.4752914309501648,
0.18807996809482574,
-0.09770124405622482,
0.506859540939331,
0.6420192122459412,
-0.10907481610774994,
0.6753156781196594,
0.4378846287727356,
-0.3603135347366333,
0.4418361783027649,
-0.39451029896736145,
0.05612696707248688,
-0.39993196725845337,
-0.3826086223125458,
-0.1378558725118637,
-0.576488733291626,
-0.5004245042800903,
-0.3813139796257019,
0.1300278604030609,
-0.1505628377199173,
-0.021519875153899193,
0.390916109085083,
-0.3490077257156372,
0.30300265550613403,
0.8919516801834106,
0.1591309756040573,
0.31561753153800964,
0.4263397753238678,
0.06709444522857666,
-0.049583468586206436,
-0.8827673196792603,
-0.3539111614227295,
1.2025082111358643,
0.25986334681510925,
0.7315184473991394,
-0.1151217520236969,
0.6580361127853394,
0.5511133074760437,
0.3385554850101471,
-0.4879632890224457,
0.5136022567749023,
0.06865726411342621,
-1.042370319366455,
-0.055630333721637726,
-0.48742443323135376,
-0.9034199714660645,
0.07241330295801163,
-0.31673598289489746,
-0.44718384742736816,
0.3538234233856201,
0.30881160497665405,
-0.17462480068206787,
0.5056678652763367,
-0.5290311574935913,
0.687694787979126,
-0.2850233316421509,
-0.24262522161006927,
-0.27319973707199097,
-0.7395972609519958,
0.31698501110076904,
-0.09799685329198837,
0.49949875473976135,
0.07949081808328629,
-0.016894815489649773,
1.113897681236267,
-0.28477635979652405,
1.1799860000610352,
-0.09301017224788666,
0.3857325613498688,
0.35216593742370605,
-0.2586110532283783,
0.5675784945487976,
-0.07972539216279984,
0.029062950983643532,
0.24756953120231628,
-0.2759518623352051,
-0.47390884160995483,
-0.22670914232730865,
0.7858037352561951,
-0.6587346792221069,
-0.3467797338962555,
-0.7584812045097351,
-0.5071730613708496,
0.09801407903432846,
0.35339847207069397,
0.5218668580055237,
0.4046042859554291,
-0.1727449893951416,
0.4643133580684662,
0.753532350063324,
-0.22150903940200806,
0.22749286890029907,
0.6945344805717468,
-0.05122954025864601,
-0.7682296633720398,
0.805482804775238,
0.5137661695480347,
0.004888266324996948,
0.11109188944101334,
-0.0021883840672671795,
-0.08750057965517044,
-0.4119950234889984,
-0.2933981418609619,
0.5983425378799438,
-0.5620204210281372,
-0.2524212598800659,
-0.6000146865844727,
-0.3435204029083252,
-0.5849422216415405,
-0.054761894047260284,
-0.3594002425670624,
-0.3403775691986084,
-0.515278697013855,
-0.46857911348342896,
0.3814794719219208,
0.5372114777565002,
-0.4669138193130493,
0.33129623532295227,
-0.4567424952983856,
0.3783227503299713,
0.02620002068579197,
0.3936407268047333,
-0.3249416947364807,
-0.5668726563453674,
-0.5612233281135559,
0.25052013993263245,
-0.3379102647304535,
-1.092621922492981,
0.5767269730567932,
-0.07622835040092468,
0.7220913767814636,
0.25969669222831726,
0.1547987014055252,
0.4027617871761322,
-0.15615414083003998,
0.9157119393348694,
0.07388924807310104,
-0.5828767418861389,
0.6593347787857056,
-0.6179810762405396,
0.049610283225774765,
0.6359807252883911,
0.7833067774772644,
-0.4062294065952301,
-0.07715868949890137,
-1.114959478378296,
-0.7550618052482605,
0.7803333401679993,
0.3433404862880707,
0.16460378468036652,
0.06235256418585777,
0.09484457969665527,
0.11186795681715012,
0.5557251572608948,
-1.1783405542373657,
-0.5931283831596375,
-0.26153233647346497,
-0.26266831159591675,
0.104427769780159,
-0.4386759102344513,
-0.38381925225257874,
-0.43557944893836975,
1.0101646184921265,
0.2839873731136322,
0.12625911831855774,
0.15606346726417542,
-0.3088843524456024,
-0.12311328947544098,
0.03869186341762543,
0.6663262248039246,
0.940126895904541,
-0.25469139218330383,
0.08467090129852295,
0.005575557239353657,
-0.7180176377296448,
-0.07846139371395111,
0.00872193556278944,
-0.4182756543159485,
0.38577187061309814,
0.4957471489906311,
0.8669877648353577,
0.17067435383796692,
-0.448086142539978,
0.7543879747390747,
0.2046205699443817,
-0.4609344005584717,
-0.6389217972755432,
-0.2563963234424591,
-0.014325365424156189,
0.08105617016553879,
0.5870642066001892,
-0.1280338168144226,
-0.01571347564458847,
-0.6016312837600708,
0.48373687267303467,
0.20213985443115234,
-0.10917537659406662,
-0.5122878551483154,
0.3608308732509613,
0.3404752016067505,
-0.2903083860874176,
0.5700541734695435,
-0.1444474160671234,
-0.5353090167045593,
0.5445096492767334,
0.33438602089881897,
0.5316567420959473,
-0.10424613952636719,
0.6268103718757629,
0.5765447616577148,
0.643471360206604,
-0.1858336478471756,
0.42326676845550537,
0.2726721465587616,
-0.6820913553237915,
-0.1973818838596344,
-0.6029905676841736,
0.009485864080488682,
0.567520022392273,
-0.6339855790138245,
0.4856061339378357,
-0.26322823762893677,
-0.12025675922632217,
-0.1542550027370453,
0.45187878608703613,
-0.815994143486023,
0.24489174783229828,
0.04212142154574394,
1.2813786268234253,
-1.3689544200897217,
0.7257978916168213,
0.695754885673523,
-0.6251173615455627,
-0.548247218132019,
-0.05340738222002983,
0.28229808807373047,
-0.6844609379768372,
0.6482981443405151,
0.05247063562273979,
0.5602827668190002,
-0.050284452736377716,
-0.8927163481712341,
-0.95947265625,
0.9633206129074097,
0.14029289782047272,
-0.2636702060699463,
0.038195203989744186,
0.27600550651550293,
0.4642565846443176,
-0.5250993371009827,
-0.23369546234607697,
0.4723242521286011,
0.7096555233001709,
0.00970582664012909,
-0.7210357785224915,
0.04031241685152054,
-0.2896784842014313,
-0.3132002055644989,
-0.08365827053785324,
-0.757176399230957,
0.7371625304222107,
-0.08828967064619064,
-0.11334315687417984,
-0.4298592209815979,
0.5040677189826965,
0.20083321630954742,
0.5672705173492432,
0.3168852627277374,
0.8480002284049988,
0.540506899356842,
0.0820564478635788,
1.1344265937805176,
-0.16145852208137512,
0.44050097465515137,
1.1249361038208008,
0.35868754982948303,
0.6898264288902283,
0.4220212996006012,
-0.2370411455631256,
0.6182101964950562,
0.7801485657691956,
-0.4242503345012665,
0.6056188941001892,
-0.030640311539173126,
0.05533237382769585,
-0.1474355012178421,
0.052442122250795364,
-0.3551757037639618,
0.33382734656333923,
0.3450501263141632,
-0.6650980710983276,
-0.2732824683189392,
0.2004094123840332,
0.5688172578811646,
-0.14138269424438477,
-0.2900349199771881,
0.6202317476272583,
-0.06509101390838623,
-0.384886234998703,
0.3976086974143982,
-0.2477729618549347,
0.6019679307937622,
-0.5772107839584351,
0.09153971076011658,
-0.2085931897163391,
-0.09859105199575424,
-0.485247403383255,
-0.7671030759811401,
0.35765397548675537,
-0.012055251747369766,
-0.49414950609207153,
-0.25140878558158875,
0.7675349116325378,
-0.6123840808868408,
-0.8182402849197388,
-0.06786903738975525,
0.5354392528533936,
0.3667331039905548,
0.004982500337064266,
-0.9059137105941772,
0.415351003408432,
0.1644413024187088,
-0.7060796618461609,
0.2232109159231186,
0.20957285165786743,
0.022388258948922157,
0.5238736867904663,
0.8283311128616333,
0.5311884880065918,
0.17024007439613342,
-0.1376737803220749,
0.9327929019927979,
-0.7045134902000427,
-0.5225502252578735,
-0.6873397827148438,
0.5463988184928894,
-0.5694504976272583,
-0.23785749077796936,
1.133095383644104,
0.9146124720573425,
0.8498464226722717,
-0.16355736553668976,
1.00618314743042,
-0.3255321979522705,
0.9068874716758728,
-0.4514167010784149,
0.8681736588478088,
-0.4968956410884857,
-0.007193477358669043,
-0.21991629898548126,
-0.8223427534103394,
-0.1112426295876503,
0.37370720505714417,
-0.5648179054260254,
0.1308365762233734,
0.6097404956817627,
0.7367516756057739,
-0.2733614146709442,
-0.3728626072406769,
0.1320357471704483,
0.5947608947753906,
0.10236993432044983,
0.124285988509655,
0.3916471600532532,
-0.4861615002155304,
0.6943351626396179,
-0.4360258877277374,
-0.20782509446144104,
-0.5402218699455261,
-1.1193482875823975,
-0.9117000699043274,
-0.7219823002815247,
-0.5568979382514954,
-0.5938717126846313,
0.20378372073173523,
0.7150008082389832,
0.7339584827423096,
-0.8245226740837097,
-0.13102082908153534,
0.2879331707954407,
0.1888822466135025,
-0.24271516501903534,
-0.3089827299118042,
0.5481783747673035,
0.1175386905670166,
-0.511641800403595,
0.07357114553451538,
-0.13103538751602173,
-0.07434231042861938,
-0.16276900470256805,
0.17232942581176758,
-0.5741260051727295,
0.22998473048210144,
0.41496506333351135,
0.3974260091781616,
-0.5753363370895386,
-0.2906299829483032,
-0.1761651635169983,
-0.09970445930957794,
-0.030841393396258354,
0.6618230938911438,
-0.990342915058136,
0.2847291827201843,
0.5341843366622925,
0.20328696072101593,
0.5625951886177063,
0.4645698368549347,
0.20852184295654297,
-0.9630762934684753,
0.259663850069046,
-0.00904791709035635,
0.1393829733133316,
0.49524828791618347,
-0.5148702263832092,
0.462740421295166,
0.6958370208740234,
-0.2543538212776184,
-1.0365076065063477,
-0.052689969539642334,
-1.1546930074691772,
-0.15699560940265656,
1.5823348760604858,
0.1523420810699463,
-0.31285935640335083,
-0.32971328496932983,
-0.16758476197719574,
0.2768654525279999,
-0.4885045289993286,
0.7234659790992737,
0.8751710653305054,
0.04489123448729515,
-0.2376428246498108,
-0.6751192808151245,
0.6013204455375671,
-0.29817625880241394,
-0.8307661414146423,
-0.19102057814598083,
0.526688277721405,
0.8249063491821289,
0.10833510756492615,
0.7447498440742493,
-0.03691165894269943,
0.2363806813955307,
0.09543503820896149,
0.11936180293560028,
-0.3884831368923187,
-0.34201860427856445,
-0.19404485821723938,
0.015313985757529736,
-0.6293866038322449,
-0.2886604964733124
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
interpress_news_category_tr_lite | null | 2023-01-25T14:33:07Z | 368 | 10 | null | [
"task_categories:text-classification",
"annotations_creators:found",
"language_creators:found",
"multilinguality:monolingual",
"size_categories:100K<n<1M",
"source_datasets:extended|interpress_news_category_tr",
"language:tr",
"license:unknown",
"news-category-classification",
"region:us"
] | 2023-01-25T14:33:07Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- found
language_creators:
- found
language:
- tr
license:
- unknown
multilinguality:
- monolingual
size_categories:
- 100K<n<1M
source_datasets:
- extended|interpress_news_category_tr
task_categories:
- text-classification
task_ids: []
pretty_name: Interpress Turkish News Category Dataset (270K - Lite Version)
tags:
- news-category-classification
dataset_info:
features:
- name: content
dtype: string
- name: category
dtype:
class_label:
names:
'0': kültürsanat
'1': ekonomi
'2': siyaset
'3': eğitim
'4': dünya
'5': spor
'6': teknoloji
'7': magazin
'8': sağlık
'9': gündem
config_name: 270k_10class
splits:
- name: train
num_bytes: 721110711
num_examples: 218880
- name: test
num_bytes: 179348267
num_examples: 54721
download_size: 342920336
dataset_size: 900458978
---
# Dataset Card for Interpress Turkish News Category Dataset (270K - Lite Version)
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [Interpress](https://www.interpress.com/)
- **Point of Contact:** [Yavuz Komecoglu](mailto:yavuz.komecoglu@kodiks.com)
### Dataset Summary
Turkish News Category Dataset (270K - Lite Version) is a Turkish news data set consisting of 273601 news in 10 categories ("kültürsanat", "ekonomi", "siyaset", "eğitim", "dünya", "spor", "teknoloji", "magazin", "sağlık", "gündem"), compiled from printed media and news websites between 2010 and 2017 by the Interpress (https://www.interpress.com/) media monitoring company. **It has been rearranged as easily separable and with fewer classes.**
### Supported Tasks and Leaderboards
[More Information Needed]
### Languages
The dataset is based on Turkish.
## Dataset Structure
### Data Instances
A text classification dataset with 10 different news category.
Here is an example from the dataset:
```
{
'category': 0,
'content': 'Tarihten Sınıfta Kaldık Bugün tarihe damgasını vuran Osmanlı İmparatorluğu nun kuruluş yıldönümü. Adına dizilerin çekildiği tarihimizi ne kadar biliyoruz? Gerekçeler faklı; ama sonuç aynı çıktı. Tarihten sınıfta kaldık. Sayfa 5r 1 Bugün tarihe damgasını vuran Osmanlı İmparatorluğumun kuruluş yıldönümü. Adına dizilerin çekildiği tarihimizi ne kadar biliyoruz? Gerekçeler faklı; ama sonuç aynı çıktı. Tarihten sınıfta kaldık 7 Ocak 1299... Kıtalara dağılan ücüyle, ülkeler arasında gördüğü aygıyla tarihe damgasını vuran anlı devletin kuruluş tarihi. Peki, anlı tarihimizi ne kadar biliyoruz? on zamanlarda tarihimizi anlatan izilere ilgi nasıl? Bu dizilerde anlatanlar ne kadar sağlıklı? İşte sokaın değerlendirmesi; levlüdiye Karaman (42-Ev lamım): Bir bilgim yok. Tarihle izla ilgilenmiyorum. Eşim daha ilgilidir bu konuda. Evde anlatır, ndan duyduklarımla yetiniyorum esem yalan olmaz. Osmanlı döeminde yaşamak isterdim. Tarih izileri izlerim Muhteşem Yüzyıl izisini çok izledim; hatta hiç kaırmazdım. Ama tarihimiz bu değil. Sunuün bilincindeyim. Muhteşem üzyıl dizisi genelde haremiyle ön landaydı. Onun için tarihi diziden ğrenmeyi de doğru bulmuyorum. )kullarda verilen tarih dersleri yeisiz. Daha çok tanıtabilirler. Görel anlatım yapılsın çocuklarımız aten okumak istemiyor. En azman eğlenceli hale getirip bu şekilde ilgilendirebilirler. erdi Üstün (22-Saatçi): Bu gün Osmanlı Devleti nin kuruluş yıldönümü olduğunu bilmiyordum. O dönemde yaşamak isterdim. Tarih yazılmış neden yaşamak istemeyim ki. Tarihime yeterince hakim olduğumu düşünüyorum. Araştırmalar yapıyorum. Merak ediyorum. Okullarda verilen tarih dersleri yeterli. Tarih dizisi izlemem, televizyondan tarihimi öğrenmek bana mantıklı gelmiyor. Yeterli olabilir; ama hikayeleştiriliyor. Sonuçta olduğu gibi anlatılsa daha iyi olur. Songül Karabacak (40-Ev Hanımı): Kuruluş yıldönümü olduğunu bilmiyordum. Tarih bilgim çok azdır. Zaten biz yaşadığımız dönemde tarih yazıyoruz. Osmanlı Dönemi nde yaşamak istemezdim. Sebebini bilmiyorum; ama hayatımdan memnunum, dönemden de memnunum. Dizileri takip etmiyorum. Ama mutlaka dizilerde tarihimiz doğru yansıtılıyor ki insanlar sürekli takip ediyor. Benim televizyonla pek aram yoktur. Ertuğrul Şahin (47-Çalışmıyor): Kuruluş yıldönümü olduğunu bilmiyordum. Sizden öğrendim. O dönemde yaşamak isterdim. Tarih sonuçta merak ederim. Tarihle ilgili çok bilgim yok. Okumadım, zaten şartlar el vermedi. Okullarda verilen eğitim yeterli değil. Örnek vermek gerekirse; 20 yaşında oğlum var Atatürk ün doğum yılını soruyorum yüzüme bakıyor. Verilen eğitim belli. Konu belirliyorlar onun dışına çıkmıyorlar. Daha fazla bilgi verilebilir. Tabi gençlerimizde de suç var bize baksınlar tarihimizi bilmiyoruz. Onlar araştırma yapsınlar her gün internette geziyorlar faydasız bir şeye bakacaklarına ecdatlarını okusunlar. Tarih dizlerini izlerim. Ama doğru yansıtılıyor mu orasını bilmiyorum sadece izleyiciyim. Ama önceden Süleyman Şah ı duyardım. Büyüklerimiz anlatırdı bunu diziden teyit ettim mesela. Ahmet Efe (22-Muhasebeci): Kuruluş yıldönümü olduğuyla ilgili bir bilgim yok. O dönemde yaşamak isterdim. Aldığımız bilgiler sonucunda illa ki bir özenme oluyor. Tam anlamıyla tarih bilgisine sahip olduğumu düşünmüyorum. Tarihe merakım var aslında; ama çok kısıtlı araştırma yapıyorum. Okullarda verilen tarih dersi yeterli değil. Çünkü şuradan birkaç çocuğu çevirip sorsanız size yeterli bilgi vermez. Veremez onun da bilgisi yok sonuçta. Zaten kısıtlı bilgiler veriliyor. Tarih dizilerini kılıç kalkan kuşanıp izliyorum. Doğru yansıtılıyor bundan dolayı da biraz insanlar tarihini öğrenmeye başladı desek yalan olmaz. Bu ne kadar doğru derseniz de bilgiyi doğru verdikten sonra tabi diziden de tarih öğrenilebilir. Mehmet Ak (28-Satış Danışmanı): Kuruluşunun bugün olduğunu bilmiyordum. O dönemde yaşamak isterdim. Yeterli bilgim yok bence kim tarihi tam anlamıyla öğrenebilir ki zaten. Ama tabi tarih kitapları okuyorum, araştırıyorum. Okullarda verilen tarih derslerini yeterli bulmuyorum; ama daha fazla neler yapılabilir, tarih küçüklere nasıl anlatılır bilmiyorum tek bildiğim yeterli olmadığı. Tarih dizileri gerçeği yüzde 75 yansıtıyor. Bu konuda araştırma yaptım yüzeysel anlatılıyor; fakat yine de bilgi edinilebilecek diziler. En azından rutinleşmiş dizi konularından uzak. Aile ile rahat rahat izleyebilirsin. Hasan Çalık (65-Emekli): Kuruluş yıldönümü olduğunu biliyorum. Araştırma yaparım. O dönemde yaşamak istemezdim Cumhuriyet döneminde yaşamayı daha çok isterdim. Okullarda verilen dersler yeterli. Film ya da dizi okumak yerine kitap okumayı tercih ederim. Bir insan ancak kitap okuyarak aydınlanabilir. Bu şekilde kendini geliştirebilir. Bir ömre ne kadar kitap sığdırırsan o kadar aydın bir insan olursun. Konusu fark etmez ister tarih olsun, ister roman okumak her zaman kazanç sağlar. Bir diziden tarihi ne kadar yeterli öğrenebilirsin ki ya da ne kadar doğru anlatılabilir. Bence diziyi bırakıp kitaplara yönelsinler. Nuray Çelik'
}
```
### Data Fields
- **category** : Indicates to which category the news text belongs.
(Such as "kültürsanat" (0), "ekonomi" (1), "siyaset" (2), "eğitim" (3), "dünya" (4), "spor" (5), "teknoloji" (6), "magazin" (7), "sağlık" (8), "gündem" (9))
- **content** : Contains the text of the news.
### Data Splits
The data is split into a training and testing. The split is organized as the following
| | train | test |
|------------|--------:|-------:|
| data split | 218,880 | 54,721 |
## Dataset Creation
### Curation Rationale
[More Information Needed]
### Source Data
[More Information Needed]
#### Initial Data Collection and Normalization
Downloaded over 270,000 news from the printed media and news websites between 2010 and 2017 by the Interpress (https://www.interpress.com/) media monitoring company. This data collection compiled from print media and internet news is presented in its raw form. For this reason, it is appropriate to use it with careful pre-processing steps regarding various OCR errors and typos.
#### Who are the source language producers?
Turkish printed news sources and online news sites.
### Annotations
The dataset does not contain any additional annotations.
#### Annotation process
[More Information Needed]
#### Who are the annotators?
[More Information Needed]
### Personal and Sensitive Information
[More Information Needed]
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed]
### Discussion of Biases
[More Information Needed]
### Other Known Limitations
[More Information Needed]
## Additional Information
### Dataset Curators
[More Information Needed]
### Licensing Information
[More Information Needed]
### Citation Information
https://www.interpress.com/
### Contributions
Thanks to [@basakbuluz](https://github.com/basakbuluz) & [@yavuzkomecoglu](https://github.com/yavuzkomecoglu) & [@serdarakyol](https://github.com/serdarakyol/) for adding this dataset. | [
-0.7921007871627808,
-0.5656812787055969,
0.17600199580192566,
0.1754322648048401,
-0.6151604652404785,
0.007373336236923933,
-0.029631469398736954,
-0.4109239876270294,
0.5140135288238525,
0.14810875058174133,
-0.2750668227672577,
-0.5868504047393799,
-0.7124168276786804,
0.3249524235725403,
-0.2733498811721802,
1.0029826164245605,
-0.05711805820465088,
0.16199849545955658,
0.4586275815963745,
-0.2944507300853729,
-0.3428446352481842,
-0.3137687146663666,
-0.5785521268844604,
-0.06557989865541458,
0.29943791031837463,
0.5898314714431763,
0.37160006165504456,
0.4479220509529114,
0.4547666013240814,
0.46180954575538635,
-0.0009980788454413414,
0.22768720984458923,
-0.12307625263929367,
-0.04751576855778694,
0.08928866684436798,
-0.46435096859931946,
-0.03488903492689133,
0.01082342118024826,
0.7406593561172485,
0.6001777052879333,
-0.06780000776052475,
0.47978007793426514,
0.08090708404779434,
1.090020775794983,
-0.42627450823783875,
-0.06744226813316345,
-0.19491086900234222,
-0.15101248025894165,
-0.3827681839466095,
-0.27554085850715637,
-0.1425667554140091,
-0.8151546716690063,
-0.3548210561275482,
-0.44758039712905884,
0.2198030948638916,
-0.030764179304242134,
1.2027479410171509,
-0.2676054835319519,
-0.36387255787849426,
-0.3537299335002899,
-0.7380974292755127,
0.8582655787467957,
-0.9086814522743225,
0.23366381227970123,
0.652660071849823,
0.16237962245941162,
-0.32081204652786255,
-0.5429552793502808,
-0.8113268613815308,
0.0802973285317421,
-0.40226995944976807,
0.3662981390953064,
-0.3699580729007721,
-0.5381994843482971,
0.30532461404800415,
0.34677979350090027,
-0.6604607105255127,
-0.17960262298583984,
-0.7219576239585876,
0.2958478629589081,
0.8064383864402771,
0.1558239907026291,
0.29215967655181885,
-0.05894431099295616,
-0.2452082335948944,
-0.11029434949159622,
-0.2940904200077057,
0.40127959847450256,
0.7691653370857239,
-0.2372293919324875,
-0.41999709606170654,
0.6266623139381409,
-0.6086364388465881,
0.6352971792221069,
0.6970304846763611,
-0.2922932207584381,
0.4575105309486389,
-0.4535375237464905,
-0.4102300703525543,
0.1804647147655487,
0.8093494772911072,
0.6304537653923035,
-0.12855447828769684,
0.06516475230455399,
0.27243441343307495,
0.19704045355319977,
0.08583997935056686,
-0.6518625617027283,
0.006781912874430418,
0.27659761905670166,
-0.5857365727424622,
-0.5019922852516174,
0.35974690318107605,
-1.157763123512268,
-0.2215452492237091,
0.19374269247055054,
0.3569592833518982,
-0.47921717166900635,
-0.23304177820682526,
0.5214378833770752,
-0.22834454476833344,
0.38679423928260803,
0.2568967044353485,
-0.9652260541915894,
0.41064658761024475,
0.07332631200551987,
0.4103178083896637,
0.2401949167251587,
-0.20741726458072662,
-0.13439378142356873,
0.28727757930755615,
-0.6051049828529358,
0.7066841125488281,
-0.21023564040660858,
0.05599423125386238,
-0.21591591835021973,
0.496146559715271,
-0.2516917288303375,
-0.33607926964759827,
0.7286207675933838,
-0.3479604423046112,
0.571299135684967,
-0.05074719712138176,
-0.4633628726005554,
-0.5808674097061157,
0.15179412066936493,
-0.43025755882263184,
1.0877405405044556,
0.09809861332178116,
-1.2009141445159912,
0.4302437901496887,
-0.3439069390296936,
-0.4759763181209564,
-0.09458623826503754,
0.11814667284488678,
-0.7362123727798462,
0.015449464321136475,
0.319536417722702,
0.5674179792404175,
-0.149443119764328,
-0.06048878654837608,
-0.12303486466407776,
-0.4419046640396118,
0.37250882387161255,
-0.15365779399871826,
0.874354898929596,
0.5200251936912537,
-0.6386134624481201,
-0.12547330558300018,
-0.8720189332962036,
0.2962155342102051,
0.3999801576137543,
-0.5618117451667786,
-0.21541818976402283,
-0.295026034116745,
-0.2415606677532196,
0.24998587369918823,
-0.00528083136305213,
-0.6111032366752625,
0.15373526513576508,
-0.4160502254962921,
0.282585084438324,
0.7738698720932007,
0.18154186010360718,
0.26417747139930725,
-0.8553341627120972,
0.3412874639034271,
0.05787460878491402,
0.02312590554356575,
0.3155078589916229,
-0.18758134543895721,
-0.904663622379303,
-0.12939654290676117,
0.07293953001499176,
0.4615168571472168,
-0.38578665256500244,
0.6141623854637146,
-0.16646085679531097,
-0.9349048733711243,
-0.3980066478252411,
-0.07349049299955368,
0.14036764204502106,
0.03855752944946289,
0.010109784081578255,
-0.18009129166603088,
-0.6672123074531555,
-0.5895131230354309,
-0.36169910430908203,
-0.1709279865026474,
0.10385556519031525,
0.33437782526016235,
0.5456977486610413,
0.08433576673269272,
0.4229602813720703,
-0.4320727288722992,
-0.4148492217063904,
-0.48075175285339355,
0.04033959284424782,
0.68492591381073,
0.3929130434989929,
0.8071298003196716,
-1.1234349012374878,
-0.8413046002388,
-0.10262129455804825,
-0.81111079454422,
-0.06491655856370926,
-0.17595818638801575,
0.041606802493333817,
0.5899947881698608,
0.3552543520927429,
-0.7086513638496399,
0.6902669072151184,
0.5291919708251953,
-0.7310577630996704,
0.8097732663154602,
-0.46883055567741394,
0.7097267508506775,
-1.0456664562225342,
0.1444014608860016,
-0.07992631942033768,
0.04715719446539879,
-0.5227324366569519,
-0.05577326565980911,
-0.27408531308174133,
0.13270407915115356,
-0.7217543125152588,
0.6115195155143738,
-0.6882646679878235,
0.1645469218492508,
0.08419205993413925,
0.12202375382184982,
0.04570789262652397,
0.5378815531730652,
-0.1024906188249588,
0.7576227188110352,
0.4687857925891876,
-0.6630735397338867,
0.5882880091667175,
0.254855751991272,
-0.7135394215583801,
0.47593531012535095,
-0.5265774130821228,
-0.16167786717414856,
-0.3594729006290436,
0.20607122778892517,
-1.2221283912658691,
-0.26956504583358765,
0.6978356838226318,
-0.8011000752449036,
0.23555248975753784,
0.11859467625617981,
-0.47330141067504883,
-0.6627690196037292,
-0.6753020286560059,
0.05104615166783333,
0.3111335039138794,
-0.28813719749450684,
0.33975210785865784,
0.28088393807411194,
-0.27758798003196716,
-0.645285964012146,
-0.5661844611167908,
0.007243819069117308,
-0.483546644449234,
-0.6668511033058167,
0.15904033184051514,
-0.1792113482952118,
-0.3391028046607971,
0.2603372037410736,
-0.29914790391921997,
-0.22163791954517365,
-0.16807714104652405,
0.37240898609161377,
0.07593528181314468,
-0.2564099431037903,
0.034238629043102264,
-0.21736781299114227,
0.05539965629577637,
-0.22811219096183777,
0.05657004192471504,
0.8398646712303162,
-0.472086101770401,
-0.27697739005088806,
-0.7473019361495972,
0.6892719268798828,
0.6515925526618958,
-0.2623611092567444,
0.8652098774909973,
0.851372480392456,
-0.2117624431848526,
0.3004901111125946,
-0.8330914974212646,
-0.06974978744983673,
-0.41298753023147583,
0.11400211602449417,
-0.3386099338531494,
-0.40031179785728455,
0.30481135845184326,
-0.0007346259080804884,
-0.08340100944042206,
0.8035233020782471,
0.6582285165786743,
-0.5202857255935669,
1.0480002164840698,
0.5343798995018005,
-0.17099429666996002,
0.4093075394630432,
-0.7718906402587891,
0.2229381799697876,
-0.4990559220314026,
-0.5138525366783142,
-0.6044906973838806,
-0.5399467945098877,
-0.49682581424713135,
-0.14730794727802277,
0.2514345645904541,
0.29238125681877136,
-0.28746166825294495,
0.25410667061805725,
-0.6503360867500305,
0.2091066837310791,
0.48616448044776917,
0.03197680786252022,
0.09932219982147217,
0.1733495146036148,
0.056945979595184326,
0.1062656044960022,
-0.6459562182426453,
-0.5771412253379822,
0.9082818627357483,
0.2796921730041504,
1.1073435544967651,
0.2909432649612427,
0.6926110982894897,
0.3595903813838959,
-0.17736655473709106,
-0.5181441307067871,
0.694754958152771,
-0.14581133425235748,
-0.7801786065101624,
-0.5438365936279297,
-0.03710531070828438,
-1.3181378841400146,
0.037174150347709656,
-0.2449347823858261,
-0.853022575378418,
0.48309996724128723,
-0.3536809980869293,
-0.469043493270874,
0.672015905380249,
-0.6008650660514832,
0.7040725946426392,
-0.23015917837619781,
-0.45614349842071533,
-0.28156399726867676,
-0.9085262417793274,
0.24609442055225372,
0.2309126853942871,
0.09390124678611755,
-0.14742425084114075,
0.04090377688407898,
1.10453200340271,
-0.6111428737640381,
0.6079105734825134,
0.1326879858970642,
0.3131955862045288,
0.7467657923698425,
-0.3375313878059387,
0.5244649648666382,
0.012811043299734592,
0.21185268461704254,
0.1398250162601471,
0.30026775598526,
-0.3583826720714569,
-0.21259334683418274,
0.5417837500572205,
-0.9096356630325317,
-0.4082123637199402,
-0.9868130087852478,
0.046249184757471085,
0.2616833448410034,
0.22768782079219818,
0.7142850756645203,
0.5920866131782532,
0.14664407074451447,
0.5558612942695618,
0.4642293155193329,
-0.17445634305477142,
0.6166799664497375,
0.6733479499816895,
0.16207295656204224,
-0.5397788286209106,
0.677130401134491,
0.28570255637168884,
0.0025504501536488533,
0.16751094162464142,
0.1481444090604782,
-0.3759550154209137,
-0.35149917006492615,
-0.4945489466190338,
0.4476085603237152,
-0.6088014245033264,
-0.23092462122440338,
-0.8640607595443726,
-0.39307084679603577,
-0.5862279534339905,
-0.17530104517936707,
-0.10161849111318588,
-0.3876939117908478,
-0.13507598638534546,
-0.11385691910982132,
0.3886124789714813,
0.6769054532051086,
-0.28313905000686646,
0.3413392901420593,
-0.6363016366958618,
0.5461731553077698,
0.3188832402229309,
0.3812601566314697,
-0.23304487764835358,
-0.4631944000720978,
-0.24836760759353638,
0.10653240233659744,
-0.4305778443813324,
-1.1242085695266724,
0.6707507967948914,
-0.11802749335765839,
0.3991353511810303,
0.37907761335372925,
0.19662289321422577,
0.5535972118377686,
-0.13189531862735748,
0.7938131093978882,
0.2802749574184418,
-0.36132821440696716,
0.5104002952575684,
-0.47452008724212646,
0.10594381392002106,
0.5658950805664062,
0.5654096603393555,
-0.7704430818557739,
-0.37982481718063354,
-0.6323467493057251,
-0.5465491414070129,
0.890536367893219,
0.11548297107219696,
-0.026354163885116577,
-0.050578780472278595,
-0.0447905957698822,
0.18474596738815308,
0.18896491825580597,
-0.6001498103141785,
-0.7031590342521667,
-0.07219941169023514,
-0.054446980357170105,
0.028438782319426537,
-0.5640265941619873,
-0.08226202428340912,
-0.6952638030052185,
1.0610547065734863,
0.441321462392807,
0.5218682289123535,
0.4020419418811798,
0.020835978910326958,
-0.20897410809993744,
0.6201484799385071,
0.8316059112548828,
0.7087128162384033,
-0.34977415204048157,
0.3052513897418976,
0.16954874992370605,
-0.8738738894462585,
0.4888964891433716,
0.0045433673076331615,
-0.4255028963088989,
0.36912792921066284,
0.011518297716975212,
0.9811015725135803,
-0.14013807475566864,
-0.39730459451675415,
0.5661160945892334,
-0.285167396068573,
-0.3340316414833069,
-0.6693292260169983,
-0.23648607730865479,
-0.08099956810474396,
0.3056604862213135,
0.4508545994758606,
-0.12298045307397842,
-0.0652061179280281,
-0.6642637252807617,
0.2563711106777191,
0.27517762780189514,
-0.24276845157146454,
0.14942042529582977,
0.626989483833313,
-0.06414391845464706,
-0.017985722050070763,
0.4564932882785797,
-0.3775574266910553,
-0.5258702635765076,
0.831842303276062,
0.6522975564002991,
0.737498939037323,
-0.36921921372413635,
0.4193978011608124,
0.7902865409851074,
0.1644444465637207,
-0.0015675068134441972,
0.4570539891719818,
0.3930651843547821,
-0.5211751461029053,
-0.09306894987821579,
-0.765567421913147,
0.1549202799797058,
0.6334623694419861,
-0.3968081474304199,
0.4222736358642578,
-0.46801167726516724,
-0.3087221682071686,
0.00013720853894483298,
0.6784425973892212,
-0.5133810639381409,
0.4583187699317932,
0.1879197061061859,
0.6978311538696289,
-0.9603431820869446,
0.7316562533378601,
0.9657307267189026,
-0.49646997451782227,
-0.9498492479324341,
-0.04391337186098099,
-0.19189579784870148,
-0.7780275940895081,
0.5322278141975403,
-0.014992212876677513,
0.10951902717351913,
0.003804657841101289,
-0.5242615938186646,
-0.7669381499290466,
0.9379345774650574,
-0.046086400747299194,
-0.32608941197395325,
0.23016482591629028,
0.10484166443347931,
0.28271499276161194,
-0.11822792142629623,
0.2836666405200958,
0.39428234100341797,
0.6384723782539368,
0.15567177534103394,
-0.6272690296173096,
0.1490676999092102,
-0.5734745264053345,
-0.4145556688308716,
0.16632553935050964,
-1.0801440477371216,
0.9566570520401001,
-0.4850632846355438,
-0.3391108214855194,
0.07770401984453201,
0.3915804326534271,
0.03190826252102852,
0.4555538296699524,
0.5020099878311157,
0.7587594985961914,
0.33194634318351746,
-0.02822737768292427,
0.8434721231460571,
-0.10506498068571091,
0.2418447583913803,
0.626701831817627,
0.4725807309150696,
0.4639933407306671,
0.47491326928138733,
-0.5645163655281067,
0.535096287727356,
0.6677165627479553,
-0.32947278022766113,
0.7571532130241394,
0.016297893598675728,
-0.41586369276046753,
-0.05646428093314171,
-0.1961010843515396,
-0.5435900688171387,
0.6938868165016174,
0.07398849725723267,
-0.35324937105178833,
-0.2894529402256012,
0.05703796073794365,
0.26661673188209534,
0.04300672560930252,
-0.14109942317008972,
0.723824143409729,
0.08188321441411972,
-0.4388115406036377,
0.8617969155311584,
0.1525420993566513,
0.4803870618343353,
-0.8668326139450073,
-0.05227108299732208,
-0.2694365382194519,
0.18805080652236938,
-0.21087394654750824,
-1.0020393133163452,
0.31287598609924316,
-0.12838797271251678,
-0.19329863786697388,
0.1504046469926834,
0.8918132185935974,
-0.5022956132888794,
-0.827822208404541,
0.04782751947641373,
0.24027633666992188,
0.6257806420326233,
-0.041694771498441696,
-0.5404395461082458,
-0.00840283464640379,
-0.013016798533499241,
-0.44800466299057007,
0.2134581357240677,
0.287280797958374,
-0.15502887964248657,
0.6452654600143433,
0.5201082229614258,
0.521897554397583,
0.4146088659763336,
-0.47495874762535095,
0.615479052066803,
-0.6461100578308105,
-0.37828078866004944,
-0.8658699989318848,
0.41614899039268494,
-0.2659032940864563,
-0.12857644259929657,
1.046057105064392,
0.7598519325256348,
0.8348332643508911,
-0.3084762394428253,
0.9464697241783142,
-0.5315953493118286,
0.5719709992408752,
-0.33708176016807556,
0.9748467803001404,
-0.7187778353691101,
-0.32650578022003174,
-0.3074841797351837,
-0.831335186958313,
-0.11879949271678925,
0.6778470277786255,
-0.38070449233055115,
-0.10194733738899231,
0.7379040122032166,
0.5633476376533508,
0.05072328820824623,
-0.011392351239919662,
0.2005995661020279,
0.33603498339653015,
-0.11043815314769745,
0.866381824016571,
0.7086337208747864,
-0.7533907890319824,
0.6472646594047546,
-0.7080774903297424,
-0.08995411545038223,
-0.5381410121917725,
-0.4755140244960785,
-0.9949319958686829,
-0.47648167610168457,
-0.2238396257162094,
-0.0631139799952507,
-0.003283741185441613,
0.6310761570930481,
0.4471593499183655,
-0.9208444356918335,
-0.29151099920272827,
0.43030688166618347,
0.20084470510482788,
-0.6702408194541931,
-0.2035944014787674,
0.8225580453872681,
0.10461445897817612,
-0.6682766079902649,
-0.16867217421531677,
0.1265147179365158,
0.27600252628326416,
0.339960515499115,
-0.027363060042262077,
-0.6097314953804016,
0.07170388102531433,
0.40996700525283813,
0.3843679428100586,
-0.6086695790290833,
-0.2570383846759796,
-0.014183632098138332,
-0.6147227883338928,
0.1489654928445816,
0.1517205387353897,
-0.5881286263465881,
0.24026848375797272,
0.7235193848609924,
0.15861426293849945,
0.7865996360778809,
0.19802959263324738,
-0.132539764046669,
-0.35789722204208374,
0.4299851357936859,
0.05320427194237709,
0.22286204993724823,
-0.005375145934522152,
-0.44598060846328735,
0.9458793997764587,
0.4931909143924713,
-0.5673127174377441,
-0.803591787815094,
-0.2246682494878769,
-1.1084134578704834,
-0.30153027176856995,
1.0518897771835327,
0.033328134566545486,
-0.17425431311130524,
-0.10206608474254608,
-0.5090994834899902,
0.5956287980079651,
-0.17285065352916718,
0.7504146099090576,
0.6512883305549622,
0.009737235493957996,
-0.3008049428462982,
-0.9213719367980957,
0.3870928883552551,
0.24426014721393585,
-0.7457112669944763,
-0.2384677231311798,
0.18792559206485748,
0.6046915054321289,
0.018130246549844742,
1.0095223188400269,
-0.14016859233379364,
0.1267452836036682,
0.13027648627758026,
-0.026953430846333504,
0.09605493396520615,
-0.08933023363351822,
0.027154264971613884,
-0.2026006281375885,
-0.3934655785560608,
-0.7369368672370911
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
Zaid/quac_expanded | Zaid | 2021-10-04T19:41:30Z | 368 | 0 | null | [
"region:us"
] | 2021-10-04T19:41:30Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
iohadrubin/wikitext-103-raw-v1 | iohadrubin | 2022-08-14T13:41:10Z | 368 | 2 | null | [
"region:us"
] | 2022-08-14T13:41:10Z | 2022-08-14T13:40:34.000Z | 2022-08-14T13:40:34 | Entry not found | [
-0.3227645754814148,
-0.22568479180335999,
0.8622263669967651,
0.43461522459983826,
-0.52829909324646,
0.7012971639633179,
0.7915719747543335,
0.07618614286184311,
0.774603009223938,
0.2563217282295227,
-0.7852813005447388,
-0.22573819756507874,
-0.9104475975036621,
0.5715674161911011,
-0.3992327153682709,
0.5791246294975281,
-0.14494499564170837,
-0.10751135647296906,
0.28233814239501953,
-0.2768957316875458,
-0.5409227013587952,
-0.3685525059700012,
-1.1902779340744019,
0.061491698026657104,
0.5316582918167114,
0.743514358997345,
0.7584061622619629,
0.3652168810367584,
0.643257737159729,
0.39322906732559204,
-0.231389120221138,
0.48270541429519653,
-0.04171793907880783,
0.0026038705836981535,
-0.3524438440799713,
-0.5516899824142456,
-0.28596577048301697,
0.07584768533706665,
1.096130132675171,
0.9666873812675476,
-0.28466421365737915,
0.05330856889486313,
-0.30636167526245117,
0.3308892846107483,
-0.4973427355289459,
0.3054097294807434,
-0.022506216540932655,
0.16318757832050323,
-0.704151451587677,
-0.5535351634025574,
0.012795033864676952,
-0.7361212968826294,
0.17926514148712158,
-0.6900812387466431,
0.8269097208976746,
0.18583209812641144,
1.1533749103546143,
0.14819422364234924,
-0.4624859392642975,
-0.8161761164665222,
-0.6538985371589661,
0.5711163282394409,
-0.32703715562820435,
0.3968023657798767,
0.7028226256370544,
-0.048573337495326996,
-0.9820331335067749,
-0.6745738983154297,
-0.46466246247291565,
0.2923974096775055,
0.3540281355381012,
-0.3411684036254883,
-0.17522093653678894,
-0.30589917302131653,
0.15791958570480347,
0.1281142681837082,
-0.48419976234436035,
-0.5543919205665588,
-0.547515869140625,
-0.39602571725845337,
0.6206656694412231,
0.34829503297805786,
0.24291737377643585,
-0.18884189426898956,
-0.3228582441806793,
0.0880165845155716,
-0.41608554124832153,
0.3402574062347412,
0.6335517168045044,
0.711402416229248,
-0.5811446309089661,
0.5602157711982727,
-0.049275897443294525,
0.7439709901809692,
0.11445585638284683,
-0.2747812569141388,
0.4146060049533844,
-0.14724673330783844,
0.055171847343444824,
0.42263513803482056,
0.3152443468570709,
0.28413069248199463,
-0.3273696303367615,
0.20322275161743164,
-0.32151490449905396,
-0.3049626648426056,
-0.2233218252658844,
-0.29490745067596436,
-0.35921788215637207,
0.5492295026779175,
-0.3314018249511719,
-0.4285552501678467,
1.1431758403778076,
-0.42007699608802795,
-0.7302228808403015,
0.33156365156173706,
0.40652117133140564,
-0.0994473472237587,
-0.37146514654159546,
-0.052260853350162506,
-0.8458787202835083,
-0.00790744461119175,
0.7491178512573242,
-0.7198969125747681,
0.33717358112335205,
0.47280627489089966,
0.741721510887146,
0.1965060532093048,
-0.14034466445446014,
-0.4294945299625397,
0.2971963882446289,
-0.8659994006156921,
0.6320174336433411,
-0.20135276019573212,
-1.0051976442337036,
0.11150483042001724,
0.8971704244613647,
-0.3789643347263336,
-1.2094870805740356,
1.0605157613754272,
-0.6887932419776917,
0.16017864644527435,
-0.6767609119415283,
-0.14661164581775665,
-0.07118469476699829,
-0.005095955915749073,
-0.6088155508041382,
0.7567099332809448,
0.5872676968574524,
-0.49952778220176697,
0.21429462730884552,
-0.2602984309196472,
-0.3915135860443115,
0.38824939727783203,
-0.0793546810746193,
-0.21858906745910645,
0.7138336896896362,
-0.6647078394889832,
-0.2693284749984741,
0.2942773103713989,
0.23689350485801697,
-0.357060968875885,
-0.793192446231842,
0.08478079736232758,
-0.05786222219467163,
1.5507503747940063,
-0.03868860378861427,
-0.35861143469810486,
-0.6793836951255798,
-1.1506236791610718,
-0.07070811837911606,
0.6886887550354004,
-0.9194992184638977,
-0.27839499711990356,
-0.046410247683525085,
-0.26169371604919434,
0.0899493545293808,
0.7390591502189636,
-1.119404911994934,
0.28327250480651855,
-0.050927065312862396,
-0.22794730961322784,
0.8271061182022095,
0.1538720428943634,
0.24758882820606232,
0.14913466572761536,
0.4295872151851654,
0.5277255773544312,
0.11115183681249619,
0.6835882663726807,
-0.3472035229206085,
-0.9694353938102722,
0.6154633164405823,
0.25266438722610474,
0.8121451139450073,
-0.49945372343063354,
0.2685092091560364,
0.2702546715736389,
-0.3409683108329773,
-0.5682377815246582,
-0.310282826423645,
0.09025713056325912,
0.14930608868598938,
0.11142496764659882,
-0.5721707344055176,
-0.6576128005981445,
-0.9689135551452637,
-0.13590654730796814,
-0.43143755197525024,
-0.35715678334236145,
0.2100687474012375,
0.5792907476425171,
-1.1975533962249756,
0.4128877520561218,
-0.7705622911453247,
-0.703874409198761,
-0.010655621066689491,
-0.1933809369802475,
0.7540653944015503,
0.43240174651145935,
0.5033961534500122,
-0.6397145390510559,
-0.5661987066268921,
-0.22470159828662872,
-1.0333740711212158,
-0.13280484080314636,
0.24819664657115936,
0.3065737783908844,
-0.1342328041791916,
-0.2744964361190796,
-0.48740261793136597,
0.8100383877754211,
0.14789214730262756,
-0.5391897559165955,
0.5220769643783569,
-0.3020317554473877,
0.17224839329719543,
-0.6369158029556274,
-0.0691685602068901,
-0.6616761684417725,
-0.0009067110950127244,
-0.36083078384399414,
-0.5737436413764954,
0.14772333204746246,
0.07017548382282257,
-0.16065415740013123,
0.2880837619304657,
-0.909276008605957,
-0.0010854422580450773,
-0.744221568107605,
0.37907224893569946,
0.0639476627111435,
-0.3145084083080292,
-0.017516743391752243,
1.000038743019104,
0.7784457206726074,
-0.3848040699958801,
0.7217439413070679,
0.4440040588378906,
0.19036099314689636,
0.7630518674850464,
-0.18725158274173737,
0.16478213667869568,
-0.5245421528816223,
-0.12161099910736084,
-0.8887605667114258,
-1.0982943773269653,
0.7320572137832642,
-0.6114250421524048,
0.36542850732803345,
-0.42778605222702026,
0.2589159309864044,
-0.6919258832931519,
-0.038853395730257034,
0.4808599054813385,
-0.05936374515295029,
-0.6863952875137329,
0.5232571363449097,
0.4531749188899994,
-0.2019244134426117,
-0.6609036922454834,
-0.5301570296287537,
0.39365914463996887,
0.6154113411903381,
-0.16390396654605865,
0.06878498196601868,
0.14941087365150452,
-0.5441920757293701,
-0.040802545845508575,
-0.3869187533855438,
-0.4576674997806549,
0.05422405153512955,
0.13053379952907562,
-0.005750161595642567,
-0.40482011437416077,
-0.08680257946252823,
-0.35842010378837585,
-0.4656125009059906,
0.21876463294029236,
0.30119529366493225,
-0.04096344858407974,
-0.42599743604660034,
-0.36198148131370544,
-0.8881808519363403,
0.6719611883163452,
0.5370280146598816,
0.05281474441289902,
0.7555550336837769,
0.16819244623184204,
-0.801498293876648,
-0.13532206416130066,
-0.17607054114341736,
0.2696835994720459,
-0.5588056445121765,
0.13849826157093048,
-0.013484805822372437,
-0.06374907493591309,
0.2629791498184204,
0.25386205315589905,
-0.4300558567047119,
0.927625298500061,
-0.26152747869491577,
-0.3592526614665985,
0.7960182428359985,
0.5974737405776978,
0.4958309531211853,
0.16503198444843292,
-0.044541094452142715,
0.9007097482681274,
-1.196651816368103,
-0.6563171744346619,
-0.7409546375274658,
-0.15945661067962646,
-0.43510857224464417,
-0.0321057066321373,
0.6254417300224304,
0.29009905457496643,
-0.13333925604820251,
0.47563934326171875,
-0.5243490934371948,
0.3556032180786133,
1.0119839906692505,
0.3574867248535156,
0.34357017278671265,
-0.7570232152938843,
-0.25157779455184937,
-0.14024296402931213,
-0.9998159408569336,
-0.2631372809410095,
0.8871029615402222,
0.2275265008211136,
0.8444608449935913,
0.5992542505264282,
0.6784538626670837,
0.136723130941391,
0.2523833215236664,
-0.305902898311615,
0.39202871918678284,
0.43760839104652405,
-1.040114164352417,
-0.42758411169052124,
0.02141888067126274,
-0.9703332185745239,
-0.14227578043937683,
-0.03495054319500923,
-0.42617106437683105,
0.7681738138198853,
0.00016635804786346853,
-0.4076710641384125,
0.7732735872268677,
-0.4555833339691162,
0.7562878727912903,
-0.4473649859428406,
-0.026638653129339218,
0.4699098467826843,
-0.707064151763916,
0.4677433967590332,
0.12878736853599548,
0.6205845475196838,
-0.015571946278214455,
-0.04078621417284012,
0.7104931473731995,
-0.9129164814949036,
0.25438612699508667,
-0.6348398923873901,
0.22421303391456604,
0.24246959388256073,
0.5160625576972961,
0.5969962477684021,
0.4371241629123688,
0.10119915008544922,
-0.23920848965644836,
0.04115789383649826,
-0.8241121172904968,
-0.21050670742988586,
0.6975144147872925,
-0.7186897397041321,
-0.6864195466041565,
-1.2355334758758545,
0.14438661932945251,
0.2734704911708832,
0.3893047273159027,
0.7959297895431519,
0.5714079141616821,
0.12895449995994568,
0.6805254220962524,
0.9888579249382019,
-0.06885591894388199,
0.916691780090332,
0.3224475085735321,
0.09175165742635727,
-0.2194489687681198,
0.703682541847229,
0.2662784457206726,
-0.2470790147781372,
-0.11939744651317596,
0.20913469791412354,
-0.11069414764642715,
-0.5917618870735168,
-0.4999074339866638,
0.3701755702495575,
-0.6731783747673035,
-0.1830393373966217,
-0.6243732571601868,
-0.6043766736984253,
-0.5117589235305786,
0.0692739263176918,
-0.7147684097290039,
0.23979082703590393,
-0.7753568887710571,
-0.10574901103973389,
0.04323358088731766,
0.9792002439498901,
-0.5893120765686035,
0.5805228352546692,
-1.12185800075531,
0.19345775246620178,
-0.07949890196323395,
0.792106032371521,
0.2139579802751541,
-0.7344390153884888,
-0.39754199981689453,
-0.11592598259449005,
-0.37299054861068726,
-1.3576757907867432,
0.21404962241649628,
-0.24541422724723816,
0.2309398353099823,
0.6145407557487488,
0.13977040350437164,
0.5258244276046753,
-0.3432632088661194,
0.7029102444648743,
-0.057016827166080475,
-0.7069293856620789,
0.7934491038322449,
-0.5026893615722656,
0.4963533282279968,
0.9766002893447876,
0.5333840250968933,
-0.7984007596969604,
0.0357406847178936,
-1.041122555732727,
-0.600869357585907,
0.38426393270492554,
0.1192895919084549,
-0.03601125627756119,
-0.665955662727356,
-0.054019927978515625,
-0.16143806278705597,
0.6043741703033447,
-1.0390695333480835,
-0.785835862159729,
0.25766894221305847,
0.5277299284934998,
0.08168502151966095,
-0.5653401613235474,
0.2088075876235962,
-0.5444163084030151,
1.0657776594161987,
0.45109352469444275,
0.32744958996772766,
0.8406059145927429,
0.4649237096309662,
-0.38231605291366577,
0.09252502024173737,
0.7662692070007324,
0.6666228771209717,
-0.5239795446395874,
-0.2908027172088623,
-0.0882752314209938,
-0.9143400192260742,
0.05927503854036331,
0.1116887554526329,
-0.013456095941364765,
0.9082115292549133,
0.579308032989502,
0.253970205783844,
0.4514276385307312,
-0.7264610528945923,
0.8859445452690125,
-0.1495419293642044,
-0.1247284859418869,
-1.0677239894866943,
0.19486205279827118,
-0.23984935879707336,
0.5006400346755981,
1.0061331987380981,
0.525004506111145,
-0.047630541026592255,
-0.814338207244873,
-0.014736384153366089,
0.6939173936843872,
-0.7091119289398193,
-0.17449775338172913,
0.9448539614677429,
0.38471025228500366,
-1.295304536819458,
1.106776475906372,
-0.5381773710250854,
-0.5603317618370056,
0.9121302366256714,
0.5229570269584656,
1.1221849918365479,
-0.44204193353652954,
0.0008675057324580848,
0.2662239074707031,
0.4137844443321228,
0.5423170328140259,
1.0869632959365845,
0.43141356110572815,
-0.7931072115898132,
0.8826581835746765,
-0.24776068329811096,
-0.40361127257347107,
-0.053475700318813324,
-0.42859864234924316,
0.16892209649085999,
-0.4406189024448395,
-0.10712965577840805,
-0.3444185256958008,
0.2854307293891907,
-0.70720374584198,
0.42807644605636597,
-0.08385642617940903,
0.8653066754341125,
-0.8553729057312012,
0.47207602858543396,
0.6354700326919556,
-0.33373481035232544,
-0.8508192300796509,
-0.26198476552963257,
-0.1144845262169838,
-0.6389466524124146,
0.30214792490005493,
-0.45541054010391235,
0.044398874044418335,
0.09623479843139648,
-0.6491509675979614,
-1.1778273582458496,
0.9093631505966187,
-0.6396117210388184,
-0.2784458100795746,
0.20463958382606506,
-0.1151471883058548,
0.28811654448509216,
-0.2524648904800415,
0.010661328211426735,
0.4187661111354828,
0.7489396333694458,
0.28446561098098755,
-0.7727053761482239,
-0.36948859691619873,
0.0015033691888675094,
-0.44474759697914124,
0.7582973837852478,
-0.6002098917961121,
1.1840776205062866,
-0.556353747844696,
-0.05965423583984375,
0.4438447952270508,
0.24690861999988556,
0.21076245605945587,
0.6629217267036438,
0.144208163022995,
0.7282259464263916,
1.0701210498809814,
-0.4083522856235504,
0.881180465221405,
0.26432785391807556,
0.4743083417415619,
0.7238510251045227,
-0.6487718820571899,
0.7513747811317444,
0.3181043267250061,
-0.5682927966117859,
0.9228019714355469,
1.290606141090393,
-0.15699152648448944,
0.80793696641922,
0.051364265382289886,
-1.0815999507904053,
0.32583361864089966,
-0.20724761486053467,
-0.7530062198638916,
0.31502565741539,
0.19055864214897156,
-0.6920987367630005,
-0.5770313739776611,
-0.2404651641845703,
-0.35662829875946045,
-0.11552873998880386,
-0.763173520565033,
0.6720565557479858,
-0.01696927472949028,
-0.5103673934936523,
0.18857470154762268,
0.28775009512901306,
0.17368444800376892,
-0.5235736966133118,
-0.029393965378403664,
-0.22823575139045715,
0.2660652697086334,
-0.5670853853225708,
-0.5234523415565491,
0.5724437236785889,
-0.32430148124694824,
-0.5343252420425415,
0.181474968791008,
0.7635870575904846,
-0.16923785209655762,
-0.4515411853790283,
0.3247268795967102,
0.6959530115127563,
0.16658467054367065,
0.42502790689468384,
-0.23511283099651337,
0.2448059767484665,
-0.08044827729463577,
-0.06651593744754791,
0.27714747190475464,
0.3449171781539917,
0.22435645759105682,
0.44501352310180664,
0.432856947183609,
-0.018087303265929222,
-0.10736559331417084,
-0.38282057642936707,
0.41249361634254456,
-0.9542784690856934,
-0.5713290572166443,
-0.630710780620575,
0.2740667760372162,
-0.023154327645897865,
-1.0836422443389893,
0.41451746225357056,
1.4406688213348389,
1.0359984636306763,
-0.4756380617618561,
1.0672271251678467,
-0.21818462014198303,
0.9594789743423462,
0.4148314893245697,
0.5420438051223755,
-0.6030403971672058,
0.038353081792593,
-0.43644052743911743,
-1.0769634246826172,
-0.3571633994579315,
0.4539390206336975,
-0.02289981208741665,
-0.3429867625236511,
0.8725717663764954,
0.5887162685394287,
-0.3347362279891968,
-0.11728022992610931,
0.04848663881421089,
-0.029941599816083908,
-0.12433874607086182,
0.5145372152328491,
0.764839768409729,
-0.9344298243522644,
-0.10680411010980606,
-0.21577700972557068,
-0.6382728815078735,
-0.5047284364700317,
-0.9632002711296082,
-0.12959381937980652,
-0.16037842631340027,
0.03534334897994995,
-0.5662809014320374,
0.002556905150413513,
1.2083250284194946,
0.5684951543807983,
-1.1113994121551514,
-0.5303782224655151,
0.33718499541282654,
0.39204245805740356,
-0.1874789297580719,
-0.24202406406402588,
0.2984571158885956,
0.1538221836090088,
-0.5908879041671753,
0.6875662803649902,
0.8089626431465149,
0.20888905227184296,
0.19554781913757324,
0.15893003344535828,
-0.8229468464851379,
-0.1491343379020691,
0.1744047999382019,
0.9450566172599792,
-0.9398531913757324,
-0.7114846110343933,
-0.03168468177318573,
-0.2709487974643707,
-0.05765697360038757,
0.17102089524269104,
-0.4046342968940735,
0.5180684924125671,
0.34591469168663025,
0.49933499097824097,
0.056160878390073776,
-0.05474642664194107,
0.5409556031227112,
-0.9069051742553711,
0.09425970166921616,
0.41343608498573303,
0.4154110848903656,
-0.4000871181488037,
-0.5910195112228394,
0.6713417172431946,
1.0073974132537842,
-0.6594864130020142,
-0.8743263483047485,
-0.19846680760383606,
-1.0016000270843506,
0.04189697653055191,
0.6762756109237671,
0.5009528994560242,
-0.48065176606178284,
-0.4174492359161377,
-0.5617400407791138,
-0.1254679411649704,
-0.13699708878993988,
0.76216059923172,
1.1796802282333374,
-0.7432100772857666,
0.07975788414478302,
-1.0386393070220947,
0.6594987511634827,
-0.2419460564851761,
-0.3457580506801605,
-0.4864429533481598,
0.3832802176475525,
0.3523699641227722,
0.44048118591308594,
0.6148120164871216,
0.14084689319133759,
0.8338428735733032,
0.31260576844215393,
-0.17026856541633606,
0.2698982357978821,
-0.4559198319911957,
-0.02893332578241825,
-0.05796259641647339,
0.3101596236228943,
-1.026215672492981
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
bigbio/ebm_pico | bigbio | 2022-12-22T15:44:33Z | 368 | 0 | null | [
"multilinguality:monolingual",
"language:en",
"license:unknown",
"region:us"
] | 2022-12-22T15:44:33Z | 2022-11-13T22:08:15.000Z | 2022-11-13T22:08:15 |
---
language:
- en
bigbio_language:
- English
license: unknown
multilinguality: monolingual
bigbio_license_shortname: UNKNOWN
pretty_name: EBM NLP
homepage: https://github.com/bepnye/EBM-NLP
bigbio_pubmed: True
bigbio_public: True
bigbio_tasks:
- NAMED_ENTITY_RECOGNITION
---
# Dataset Card for EBM NLP
## Dataset Description
- **Homepage:** https://github.com/bepnye/EBM-NLP
- **Pubmed:** True
- **Public:** True
- **Tasks:** NER
This corpus release contains 4,993 abstracts annotated with (P)articipants,
(I)nterventions, and (O)utcomes. Training labels are sourced from AMT workers and
aggregated to reduce noise. Test labels are collected from medical professionals.
## Citation Information
```
@inproceedings{nye-etal-2018-corpus,
title = "A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature",
author = "Nye, Benjamin and
Li, Junyi Jessy and
Patel, Roma and
Yang, Yinfei and
Marshall, Iain and
Nenkova, Ani and
Wallace, Byron",
booktitle = "Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)",
month = jul,
year = "2018",
address = "Melbourne, Australia",
publisher = "Association for Computational Linguistics",
url = "https://aclanthology.org/P18-1019",
doi = "10.18653/v1/P18-1019",
pages = "197--207",
}
```
| [
-0.31932252645492554,
-0.5281186103820801,
0.15232811868190765,
0.16726873815059662,
-0.29365888237953186,
-0.07137208431959152,
-0.23759642243385315,
-0.506105899810791,
0.6703962683677673,
0.22356542944908142,
-0.45640623569488525,
-0.9327956438064575,
-0.7861204147338867,
0.5160685777664185,
-0.10534697026014328,
1.3370895385742188,
0.09778568893671036,
0.08218909054994583,
-0.22342072427272797,
-0.05220647156238556,
0.15202435851097107,
-0.6722441911697388,
-0.6511135101318359,
-0.13305135071277618,
0.6332041025161743,
0.17198024690151215,
0.47584766149520874,
0.8064209222793579,
0.6168738603591919,
0.1606358289718628,
-0.23078596591949463,
0.08188103139400482,
-0.24798353016376495,
0.05610411614179611,
-0.10585184395313263,
-0.32295340299606323,
-0.947726845741272,
-0.12765724956989288,
0.8179444670677185,
0.9505090713500977,
-0.3175138533115387,
0.34494397044181824,
0.029257770627737045,
0.5301830172538757,
-0.4858796000480652,
0.4648842513561249,
-0.4228224456310272,
0.0659215971827507,
-0.5465577244758606,
-0.07564111799001694,
-0.5098836421966553,
-0.14049966633319855,
0.008024797774851322,
-0.7062157392501831,
-0.003806703258305788,
0.3162263035774231,
1.0791515111923218,
0.4212018549442291,
-0.2000179886817932,
-0.25512880086898804,
-0.08802999556064606,
0.5364975333213806,
-0.8527787327766418,
0.0633791908621788,
0.5996739268302917,
0.07454989105463028,
-0.15283054113388062,
-0.8144792318344116,
-0.3778904974460602,
0.13254188001155853,
-0.1332247257232666,
0.17220379412174225,
-0.273175448179245,
0.31075039505958557,
0.43228578567504883,
0.19114486873149872,
-0.6999463438987732,
0.11649076640605927,
-0.5554585456848145,
-0.2669602334499359,
0.5474444031715393,
0.1819736808538437,
0.012735387310385704,
-0.3855496048927307,
-0.12272144854068756,
0.15698304772377014,
-0.43604207038879395,
-0.3543996214866638,
0.07990773767232895,
0.11559087783098221,
-0.5779024362564087,
0.7905564904212952,
-0.14638353884220123,
0.8660129904747009,
-0.32262900471687317,
-0.12912675738334656,
1.0465298891067505,
-0.5300488471984863,
-0.17718510329723358,
0.08796882629394531,
0.9975783824920654,
0.43952563405036926,
-0.1239423006772995,
0.1562555432319641,
0.2205853909254074,
-0.3470660150051117,
0.18882837891578674,
-0.7139788866043091,
-0.34461668133735657,
0.5724881887435913,
-0.7681505084037781,
-0.08952950686216354,
0.06689488142728806,
-1.0958987474441528,
-0.16943208873271942,
-0.262143611907959,
0.0014034470077604055,
-0.35950183868408203,
-0.3861221671104431,
0.17825329303741455,
-0.03539707139134407,
0.24544627964496613,
-0.058939363807439804,
-0.756637692451477,
0.403768926858902,
0.5730037093162537,
0.8026639223098755,
-0.35834863781929016,
-0.33917826414108276,
-0.20019204914569855,
0.1872590035200119,
-0.05528192222118378,
0.7435518503189087,
-0.4352254569530487,
-0.2949325144290924,
0.07389691472053528,
0.2533760070800781,
-0.3242959678173065,
-0.5158580541610718,
0.9983919262886047,
0.08288347721099854,
0.17444923520088196,
-0.10472366213798523,
-0.4896148443222046,
-0.04637685790657997,
0.1785264015197754,
-0.6345794200897217,
1.050622820854187,
-0.0480378158390522,
-0.7430035471916199,
0.27902719378471375,
-0.8945116400718689,
-0.3991667628288269,
0.08841750025749207,
-0.23200395703315735,
-0.6298919320106506,
0.12683086097240448,
0.3351864218711853,
0.5641617774963379,
-0.22416211664676666,
0.4254051446914673,
-0.23103946447372437,
-0.06326432526111603,
0.13115614652633667,
-0.12334633618593216,
0.8923134803771973,
0.333077073097229,
-0.05231910198926926,
0.04145602509379387,
-1.16892671585083,
-0.09467989951372147,
0.20145770907402039,
-0.298493891954422,
-0.21850772202014923,
-0.18273098766803741,
0.2145354449748993,
0.3840726613998413,
0.2536129057407379,
-0.8736428618431091,
0.21700893342494965,
-0.575853705406189,
0.3339824974536896,
0.35792654752731323,
0.06966479867696762,
0.006589836906641722,
-0.34099024534225464,
0.5205203890800476,
0.2564949095249176,
0.09243294596672058,
-0.227509006857872,
-0.8952323794364929,
-0.4712468087673187,
-0.740856945514679,
0.5124843120574951,
0.5443193912506104,
-0.6197611689567566,
0.8476131558418274,
-0.44744470715522766,
-0.5340631008148193,
-1.0972501039505005,
-0.5464707016944885,
0.5942550897598267,
0.5485628843307495,
0.8308250904083252,
-0.2829490005970001,
-0.7063998579978943,
-1.0209159851074219,
-0.1905595064163208,
-0.07529394328594208,
0.06097866967320442,
0.45877939462661743,
0.7250674962997437,
-0.30986782908439636,
0.7169182896614075,
-0.6829999089241028,
-0.3665032684803009,
-0.10594569146633148,
0.19078601896762848,
0.3612012565135956,
0.494574636220932,
0.3147783875465393,
-0.4460175633430481,
-0.32173213362693787,
-0.28732481598854065,
-0.7907072901725769,
-0.6736281514167786,
-0.15726393461227417,
-0.2475655972957611,
0.3835425078868866,
0.21004705131053925,
-0.4196498394012451,
0.4717310965061188,
0.6381772756576538,
-0.5226228833198547,
0.385527640581131,
-0.14862209558486938,
-0.008270694874227047,
-1.273358702659607,
0.3405406177043915,
-0.08474519848823547,
0.09581881761550903,
-0.4233638346195221,
-0.5250025987625122,
-0.06060933321714401,
0.05036386102437973,
-0.2927088737487793,
0.4686354398727417,
-0.5071780681610107,
0.06121533364057541,
-0.1339508444070816,
0.008415894582867622,
0.17419958114624023,
0.4345504343509674,
0.16276438534259796,
0.31491532921791077,
0.7926214933395386,
-0.48983651399612427,
0.13368329405784607,
0.6201620101928711,
0.050600338727235794,
0.6374796628952026,
-0.7386718988418579,
-0.21610240638256073,
-0.16522987186908722,
0.4583219885826111,
-0.7285255193710327,
-0.25945693254470825,
0.5427400469779968,
-0.6219848394393921,
0.6062687635421753,
-0.0660812184214592,
-0.6112918853759766,
-0.16980746388435364,
-0.1916634738445282,
0.49421536922454834,
0.12458924949169159,
-0.17210890352725983,
0.4253508746623993,
0.7678041458129883,
-0.36842525005340576,
-0.7587001919746399,
-0.8769808411598206,
0.11859303712844849,
0.12327660620212555,
-0.35198140144348145,
0.6464312076568604,
-0.03553980961441994,
0.021262172609567642,
0.2714003324508667,
0.25167620182037354,
0.03440370783209801,
-0.1728619635105133,
0.23907433450222015,
0.1933801919221878,
-0.12126217782497406,
0.3562498092651367,
0.3191356956958771,
-0.4101329743862152,
0.23054169118404388,
-0.2226252257823944,
0.49290913343429565,
-0.02110864408314228,
-0.4997562766075134,
-0.3816119134426117,
0.4244281053543091,
0.1718977689743042,
-0.19458910822868347,
0.9032615423202515,
0.8142455816268921,
-0.6296553611755371,
0.2529125511646271,
-0.2974182367324829,
0.04345008358359337,
-0.29339540004730225,
0.7184128165245056,
-0.2662516236305237,
-0.6558579206466675,
0.5333296656608582,
0.043919503688812256,
0.19577835500240326,
0.9545314311981201,
0.816511869430542,
0.10279780626296997,
0.5146814584732056,
0.04112378507852554,
0.07279648631811142,
0.04215306416153908,
-0.16123612225055695,
-0.003944653086364269,
-1.2666351795196533,
-0.5161312222480774,
-0.7816888093948364,
-0.2710523307323456,
-0.7872269749641418,
-0.4739082157611847,
0.1341291218996048,
-0.27563023567199707,
-0.153816357254982,
0.21746788918972015,
-0.7104132175445557,
0.22196470201015472,
0.47089099884033203,
0.04939023777842522,
0.2724851071834564,
0.015466012991964817,
-0.4176064729690552,
-0.114108607172966,
-0.7181392312049866,
-0.42616891860961914,
1.3745969533920288,
0.5087481141090393,
0.3352426290512085,
0.22166068851947784,
0.926929235458374,
-0.09718427807092667,
0.21096013486385345,
-0.5437618494033813,
0.560121476650238,
-0.09997422993183136,
-0.9004615545272827,
-0.0443037673830986,
-0.48756441473960876,
-1.2868049144744873,
0.2595996558666229,
-0.3645838499069214,
-0.4898717999458313,
0.29337748885154724,
-0.15050967037677765,
-0.2776990830898285,
0.15739205479621887,
-0.44425368309020996,
0.7815068364143372,
0.07876582443714142,
-0.15412309765815735,
0.061838749796152115,
-0.9929890036582947,
0.07821618765592575,
-0.03324899822473526,
0.332155704498291,
-0.3331283926963806,
-0.5583584904670715,
0.9951745867729187,
-0.09316466748714447,
0.8778658509254456,
-0.2705611288547516,
0.29516667127609253,
0.07155410945415497,
-0.43888968229293823,
0.0890754908323288,
0.16009505093097687,
-0.1553960144519806,
0.7399449944496155,
0.22138118743896484,
-0.565835177898407,
-0.059345025569200516,
0.4902799129486084,
-0.6109406352043152,
0.02446197159588337,
-0.8540535569190979,
-0.4741361737251282,
-0.02655772678554058,
0.25975435972213745,
0.3961084485054016,
0.6710042357444763,
0.02087748795747757,
0.25612306594848633,
0.5809703469276428,
-0.7840345501899719,
0.2971356511116028,
0.3108713626861572,
-0.28823551535606384,
-0.7139120697975159,
0.6564997434616089,
0.2047090232372284,
0.055043336004018784,
0.4850497543811798,
0.0023640645667910576,
-0.40948158502578735,
-0.8543867468833923,
-0.4008046090602875,
0.47713616490364075,
-0.4925757348537445,
-0.2634247839450836,
-0.8801833391189575,
-0.31795835494995117,
-0.21280620992183685,
0.22779041528701782,
-0.2072584480047226,
-0.6460636258125305,
-0.38401666283607483,
-0.2474038153886795,
0.27775901556015015,
0.578702449798584,
-0.4042523503303528,
0.07134608179330826,
-0.7560936808586121,
0.20597060024738312,
-0.5265795588493347,
0.44420257210731506,
-0.17642417550086975,
-0.7456357479095459,
-0.5060638785362244,
-0.0661173015832901,
-0.1054261103272438,
-0.8041342496871948,
0.6159141659736633,
0.44079217314720154,
0.8742550015449524,
0.0001733492681523785,
0.11256946623325348,
0.5028468370437622,
-0.4629218280315399,
0.9476519227027893,
0.1720259040594101,
-0.4692493975162506,
0.5680386424064636,
-0.465326189994812,
0.5299410820007324,
0.7951115369796753,
0.6485099196434021,
-0.3052090108394623,
-0.32257962226867676,
-0.9825320243835449,
-1.4297105073928833,
0.6024222373962402,
0.24805408716201782,
-0.1886850744485855,
-0.49683550000190735,
0.29801568388938904,
0.10945984721183777,
0.43218564987182617,
-0.8212922215461731,
-1.0427886247634888,
-0.03059943951666355,
-0.6478719711303711,
0.15718887746334076,
-0.46397823095321655,
-0.3259848356246948,
-0.4624120593070984,
0.9083231687545776,
-0.09331687539815903,
0.8475179672241211,
0.3125959634780884,
0.0438339002430439,
0.17855510115623474,
0.3698192238807678,
0.7380316853523254,
0.5354138016700745,
-0.4243938624858856,
0.02450718730688095,
-0.0317554697394371,
-1.0289685726165771,
-0.22059865295886993,
0.5100136995315552,
-0.10607966035604477,
0.19463343918323517,
0.44195836782455444,
0.6737658977508545,
0.13363705575466156,
-0.4582771062850952,
0.4002542197704315,
-0.03641676530241966,
-0.5277876853942871,
-0.4787921905517578,
-0.3722560405731201,
0.07089009135961533,
-0.10915974527597427,
0.4580463469028473,
0.1479572355747223,
0.24556902050971985,
-0.06724397838115692,
0.3957073390483856,
-0.059736281633377075,
-0.35333046317100525,
-0.23512767255306244,
0.4663127362728119,
0.09650588780641556,
-0.02072043903172016,
0.545607328414917,
-0.3980187475681305,
-0.08793574571609497,
0.2678195834159851,
0.4625673294067383,
0.7644057869911194,
0.06979554146528244,
-0.0981588065624237,
0.8739178776741028,
0.3676740229129791,
0.2408408522605896,
0.5792312622070312,
0.44331836700439453,
-0.6572008728981018,
-0.6226164698600769,
-0.8740814924240112,
-0.2834324836730957,
-0.009604282677173615,
-0.8678514361381531,
0.1349199116230011,
-0.19913017749786377,
-0.18036645650863647,
0.0862981453537941,
0.034799523651599884,
-0.4340274930000305,
0.10921226441860199,
0.29193323850631714,
0.7649932503700256,
-0.6477176547050476,
0.7846941947937012,
0.7518338561058044,
-0.5610684156417847,
-0.4687533676624298,
-0.16384713351726532,
0.22936727106571198,
-0.5617037415504456,
0.34620606899261475,
0.05149198696017265,
0.3873761296272278,
0.22503545880317688,
-0.3780803978443146,
-0.9981427192687988,
1.1538171768188477,
0.2843053936958313,
-0.6245414614677429,
0.17635522782802582,
0.13108393549919128,
0.5662505030632019,
-0.6163116693496704,
0.535947859287262,
0.46124520897865295,
0.5042998790740967,
0.08879217505455017,
-1.111057996749878,
-0.030766667798161507,
-0.6016936302185059,
-0.3516419231891632,
0.1328263282775879,
-0.31896087527275085,
0.653872549533844,
-0.10876243561506271,
-0.01091651152819395,
-0.12930364906787872,
0.5935412645339966,
0.610884428024292,
0.4138321578502655,
0.010232419706881046,
0.9642457365989685,
0.9587438702583313,
-0.3271414041519165,
0.8984014987945557,
-0.2843916416168213,
0.23441505432128906,
1.2620606422424316,
0.03337583690881729,
1.0138453245162964,
0.4406783878803253,
-0.4089215397834778,
0.6592808961868286,
0.7167876362800598,
-0.033587973564863205,
0.3651518225669861,
0.33031395077705383,
0.06207379326224327,
0.13812288641929626,
-0.28563588857650757,
-0.7897221446037292,
0.3578396141529083,
0.6728207468986511,
-0.7486597895622253,
-0.06577834486961365,
-0.07346387207508087,
0.34998562932014465,
-0.10772129893302917,
-0.3493863642215729,
0.8125429153442383,
0.2406064122915268,
-0.32511958479881287,
0.7029150128364563,
-0.10619868338108063,
0.5917418599128723,
-0.5463705658912659,
-0.12414860725402832,
0.24433766305446625,
0.03984004259109497,
-0.5944031476974487,
-0.7322588562965393,
0.6044514775276184,
-0.1302899420261383,
-0.1943194568157196,
0.064195916056633,
0.3792535364627838,
-0.4151187539100647,
-0.5527102947235107,
0.23069961369037628,
0.5426610708236694,
0.6168797016143799,
0.4017506539821625,
-0.9916965961456299,
0.10757468640804291,
-0.05433877184987068,
-0.44724977016448975,
0.5440406203269958,
0.4419924318790436,
0.2904805839061737,
0.4105648696422577,
0.5562419295310974,
0.42570817470550537,
0.17543646693229675,
0.20632599294185638,
0.7724635004997253,
-0.6954792737960815,
-0.3016092777252197,
-0.8700807690620422,
0.668377161026001,
-0.40861988067626953,
-0.6765538454055786,
0.5411422848701477,
0.9676615595817566,
0.7954144477844238,
-0.036077141761779785,
0.7930998802185059,
-0.3975737690925598,
0.883578360080719,
-0.42666327953338623,
0.5410703420639038,
-0.39330047369003296,
0.20944330096244812,
-0.14732614159584045,
-0.7174097299575806,
-0.8444772958755493,
0.7852007746696472,
-0.24601903557777405,
0.001490077469497919,
1.1548775434494019,
0.6101352572441101,
0.2595694363117218,
0.13484978675842285,
0.2294853776693344,
0.44765666127204895,
0.059568703174591064,
0.5113493204116821,
0.17763134837150574,
-0.4910977780818939,
0.3942309319972992,
-0.10087375342845917,
-0.3317925035953522,
-0.06870239228010178,
-0.9235448837280273,
-0.6276082992553711,
-0.6339190006256104,
-0.5424389243125916,
-0.46306368708610535,
-0.06097963824868202,
1.4299455881118774,
0.37910664081573486,
-0.9394102096557617,
-0.09075114876031876,
0.32637232542037964,
-0.2576581835746765,
-0.4471983015537262,
-0.07685261219739914,
0.737514317035675,
-0.2852456867694855,
-0.5600895285606384,
0.03829346224665642,
0.22861100733280182,
-0.2920769155025482,
-0.06941390782594681,
-0.047955241054296494,
-0.6534059643745422,
-0.2902645468711853,
0.4547109007835388,
0.2210170328617096,
-0.5814191102981567,
0.22148573398590088,
-0.22111380100250244,
-0.33392930030822754,
0.3672688901424408,
0.08583217859268188,
-0.45793235301971436,
0.4905139207839966,
0.4471465051174164,
0.6046437621116638,
0.4858575761318207,
-0.18256856501102448,
0.28922587633132935,
-0.8130049705505371,
0.12303487956523895,
0.47128650546073914,
0.47874969244003296,
0.22532761096954346,
-0.08701388537883759,
0.8056877851486206,
0.3835131525993347,
-0.6280707716941833,
-0.7894309759140015,
0.022547844797372818,
-1.187636137008667,
-0.08265060931444168,
1.4410340785980225,
-0.22900794446468353,
-0.348489910364151,
-0.6378799080848694,
-0.18320468068122864,
0.353744238615036,
-0.6950390338897705,
0.3954363167285919,
0.672878623008728,
-0.13504658639431,
-0.12101127207279205,
-0.8363941311836243,
0.5783206820487976,
0.1633933037519455,
-1.020535945892334,
-0.12647949159145355,
0.36944031715393066,
-0.18976853787899017,
0.3306923508644104,
0.8932967185974121,
-0.47934845089912415,
-0.07418292760848999,
-0.04867490008473396,
0.5718610286712646,
-0.2549445927143097,
-0.23895008862018585,
-0.5986539125442505,
0.21044859290122986,
0.07161067426204681,
-0.12358511984348297
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
distil-whisper/librispeech_asr-prompted | distil-whisper | 2023-09-19T09:31:43Z | 368 | 0 | null | [
"region:us"
] | 2023-09-19T09:31:43Z | 2023-09-19T08:45:04.000Z | 2023-09-19T08:45:04 | ---
dataset_info:
config_name: all
features:
- name: file
dtype: string
- name: audio
dtype:
audio:
sampling_rate: 16000
- name: text
dtype: string
- name: speaker_id
dtype: int64
- name: chapter_id
dtype: int64
- name: id
dtype: string
- name: whisper_transcript_unprompted
dtype: string
- name: whisper_transcript
dtype: string
splits:
- name: train.clean.100
num_bytes: 6641615051.062
num_examples: 28539
- name: train.clean.360
num_bytes: 23977966959.828
num_examples: 104014
- name: train.other.500
num_bytes: 31918849882.584
num_examples: 148688
- name: validation.clean
num_bytes: 361026354.966
num_examples: 2703
- name: validation.other
num_bytes: 338707588.648
num_examples: 2864
- name: test.clean
num_bytes: 369123744.42
num_examples: 2620
- name: test.other
num_bytes: 353861942.154
num_examples: 2939
download_size: 61926395211
dataset_size: 63961151523.662
configs:
- config_name: all
data_files:
- split: train.clean.100
path: all/train.clean.100-*
- split: train.clean.360
path: all/train.clean.360-*
- split: train.other.500
path: all/train.other.500-*
- split: validation.clean
path: all/validation.clean-*
- split: validation.other
path: all/validation.other-*
- split: test.clean
path: all/test.clean-*
- split: test.other
path: all/test.other-*
---
# Dataset Card for "librispeech_asr-prompted"
[More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | [
-0.5870043039321899,
-0.2610859274864197,
0.09652173519134521,
0.31823164224624634,
-0.20171692967414856,
-0.11276375502347946,
0.1446695476770401,
-0.1711643785238266,
0.8571922183036804,
0.40276968479156494,
-0.9202973246574402,
-0.5156441330909729,
-0.48713526129722595,
-0.2567836046218872,
-0.611871063709259,
1.3020013570785522,
0.11700215935707092,
0.2287512868642807,
-0.3097255527973175,
-0.2743558883666992,
-0.3972947895526886,
-0.43271884322166443,
-0.8185104727745056,
-0.7264601588249207,
1.0203427076339722,
0.610014796257019,
0.3184916079044342,
0.1528824120759964,
0.7032880783081055,
0.0920109897851944,
-0.019165808334946632,
-0.327827513217926,
-0.25416621565818787,
-0.009837969206273556,
-0.2760854661464691,
-0.263415664434433,
-0.9422798752784729,
-0.09488926082849503,
0.6494404673576355,
0.5528478026390076,
-0.2679664194583893,
0.9731634259223938,
0.04007343575358391,
0.8612363934516907,
-0.443278431892395,
0.225628063082695,
-0.013671938329935074,
-0.09945271164178848,
-0.689740777015686,
-0.2596029043197632,
0.06385157257318497,
-0.4925028085708618,
-0.09762318432331085,
-0.8784769773483276,
0.21275119483470917,
0.03753161057829857,
0.8549235463142395,
0.3971501588821411,
-0.08466929942369461,
-0.36970168352127075,
-0.3902672231197357,
-0.10977445542812347,
-0.1089143380522728,
0.4531613886356354,
0.5619589686393738,
0.4287124276161194,
0.18069195747375488,
-0.7202385067939758,
-0.398512065410614,
0.17486238479614258,
-0.053020406514406204,
0.2572285234928131,
-0.005437345709651709,
-0.08631337434053421,
0.8874979019165039,
0.4606854319572449,
-0.7461784482002258,
-0.15839295089244843,
-0.556370735168457,
-0.2663007080554962,
0.6309253573417664,
0.03977039456367493,
0.08396536111831665,
0.02863353118300438,
-0.04345262050628662,
-0.44105955958366394,
-0.5151612162590027,
0.2016880214214325,
0.4774869680404663,
0.2705824077129364,
-1.0360567569732666,
0.7095890045166016,
-0.05839534103870392,
0.5785014629364014,
0.28551924228668213,
0.719802737236023,
0.7267019748687744,
-0.17364118993282318,
0.04123864322900772,
0.1715187132358551,
0.4293302297592163,
0.44187071919441223,
0.3206121027469635,
0.2642592787742615,
-0.2488822340965271,
-0.016236387193202972,
-0.03029768541455269,
-1.0535476207733154,
-0.8568112850189209,
0.4837607741355896,
-0.6219392418861389,
-0.04087167978286743,
0.4396776258945465,
-1.0134824514389038,
-0.6288647055625916,
-0.33330854773521423,
0.45972394943237305,
-0.16534575819969177,
-0.6019300818443298,
-0.14533543586730957,
-0.6878325343132019,
0.3775334060192108,
0.09507834911346436,
-0.7454736232757568,
0.3128875494003296,
0.562436044216156,
0.4628315269947052,
0.22104310989379883,
-0.21763840317726135,
-1.0366989374160767,
0.27885502576828003,
0.06882190704345703,
1.1116752624511719,
-0.5504610538482666,
-0.5254168510437012,
0.1539839208126068,
0.2631053030490875,
0.29941627383232117,
-0.3431049883365631,
0.8473095297813416,
-0.41646501421928406,
-0.1002672091126442,
-0.827455997467041,
-0.5834354162216187,
-0.031766101717948914,
0.2574603855609894,
-0.9589301943778992,
1.1555368900299072,
-0.0012146234512329102,
-0.7977423667907715,
0.5339396595954895,
-1.2239078283309937,
-0.48319393396377563,
0.5884584784507751,
-0.23014818131923676,
-0.4316004812717438,
0.06564311683177948,
-0.019792838022112846,
0.346278578042984,
-0.2167806178331375,
0.3998009264469147,
-0.5685232877731323,
-0.09270467609167099,
0.2631109058856964,
0.09782928973436356,
1.153778314590454,
0.2646031677722931,
0.25227680802345276,
0.23775681853294373,
-0.8703099489212036,
-0.09449442476034164,
0.23506931960582733,
-0.12098215520381927,
-0.20995911955833435,
-0.43809255957603455,
0.4025612473487854,
-0.2674441635608673,
0.583996057510376,
-0.24357880651950836,
0.15842008590698242,
0.027404366061091423,
-0.436653196811676,
0.5956048369407654,
0.2541224956512451,
0.31642431020736694,
-0.4816215932369232,
0.4915585219860077,
-0.19750052690505981,
0.23604542016983032,
0.2220882922410965,
-0.3914679288864136,
-0.8222494125366211,
-0.046008992940187454,
0.5177026987075806,
0.8248237371444702,
-0.6175339221954346,
0.7283300161361694,
0.22006253898143768,
-0.6799176335334778,
-0.2724454700946808,
-0.06306441128253937,
0.2815960645675659,
0.3001547157764435,
0.40780994296073914,
-0.4120069444179535,
-0.8357437252998352,
-0.549700140953064,
0.04463862627744675,
-0.1614162176847458,
-0.0766863003373146,
0.31481021642684937,
0.6989170908927917,
-0.5060233473777771,
0.6212171912193298,
-0.6340368390083313,
-0.23487715423107147,
0.08449077606201172,
-0.04076032340526581,
0.4941505789756775,
0.7642223238945007,
0.750946044921875,
-0.7038290500640869,
-0.5622058510780334,
-0.5563989877700806,
-0.5239204168319702,
-0.6015515923500061,
0.3256981074810028,
-0.1918463259935379,
-0.2868398427963257,
0.4296102821826935,
-0.4987742304801941,
0.6889111399650574,
0.8478094935417175,
-0.5912914872169495,
0.3468998670578003,
-0.05491488426923752,
0.26645275950431824,
-1.2591527700424194,
0.6272888779640198,
-0.26156216859817505,
-0.027607161551713943,
-0.5971421003341675,
0.024067984893918037,
0.03366818279027939,
-0.35527464747428894,
0.223295196890831,
0.7993826866149902,
-0.4550175964832306,
-0.17971938848495483,
-0.110626719892025,
-0.11444393545389175,
-0.05988458916544914,
-0.24149994552135468,
0.26244649291038513,
0.6103636622428894,
1.1263798475265503,
-0.6060416102409363,
0.9234740138053894,
0.7050204873085022,
0.10460816323757172,
0.859766960144043,
-0.939087450504303,
0.05429987609386444,
-0.12813125550746918,
0.21670468151569366,
-0.6703696250915527,
-0.7265456318855286,
0.5992641448974609,
-0.5076160430908203,
0.40256956219673157,
-0.4632772207260132,
-0.671537458896637,
-0.6899653077125549,
-0.23055264353752136,
0.6485199928283691,
0.5600675940513611,
-0.803891658782959,
0.5196738243103027,
0.5058517456054688,
-0.011353325098752975,
-0.13499715924263,
-0.7586502432823181,
-0.12309965491294861,
-0.2889147996902466,
-0.1419699639081955,
0.28611207008361816,
-0.6674882769584656,
-0.10441359132528305,
-0.3428133428096771,
0.44193795323371887,
-0.0885891541838646,
-0.14098715782165527,
0.5805990099906921,
0.18338684737682343,
-0.16166560351848602,
0.33584994077682495,
-0.11545917391777039,
-0.6666945815086365,
0.12323883175849915,
0.05535973981022835,
0.5548354983329773,
-0.057007797062397,
-0.5595781207084656,
-0.48331552743911743,
0.42767056822776794,
-0.1562388390302658,
-0.36705222725868225,
0.31094497442245483,
1.0398120880126953,
-0.5344849228858948,
-0.024745402857661247,
-0.6154951453208923,
-0.47618329524993896,
-0.5188161730766296,
-0.3739740550518036,
-0.24001818895339966,
-0.6903932690620422,
0.6502143144607544,
-0.07791023701429367,
-0.10456538945436478,
0.5392139554023743,
0.7440519332885742,
-0.14396360516548157,
0.46361538767814636,
0.5241331458091736,
-0.2811352610588074,
0.6308631896972656,
-0.025698024779558182,
-0.27991005778312683,
-0.5122883319854736,
-0.22239312529563904,
-0.6024478673934937,
-0.3880709111690521,
-0.6298879981040955,
-0.4208167493343353,
0.13687632977962494,
-0.06774283945560455,
-0.28972476720809937,
0.4249557852745056,
-0.7898632287979126,
0.31555765867233276,
0.6719383001327515,
0.06426132470369339,
-0.034016937017440796,
0.02001011185348034,
0.3009759187698364,
0.3597387969493866,
-0.7606807351112366,
-0.00780071597546339,
0.9978825449943542,
0.40102100372314453,
0.9685249924659729,
0.3318823277950287,
0.9122085571289062,
0.2978932559490204,
0.22791531682014465,
-0.3696082830429077,
0.4969174265861511,
-0.1291951835155487,
-0.8258444666862488,
-0.048930373042821884,
-0.04709301516413689,
-0.97560054063797,
-0.8419950604438782,
-0.42574992775917053,
-0.4706003665924072,
0.626957893371582,
0.5902064442634583,
-0.4905571937561035,
-0.02818366512656212,
-0.5761109590530396,
0.8790282011032104,
-0.1869455724954605,
0.05388450622558594,
-0.13018332421779633,
-0.7868611812591553,
-0.16368316113948822,
0.14709991216659546,
0.11396584659814835,
-0.2624252736568451,
-0.10247670114040375,
1.0120352506637573,
-0.28870725631713867,
1.0521668195724487,
-0.7366645932197571,
0.15297332406044006,
0.23944683372974396,
-0.1894974559545517,
0.3482823669910431,
0.4678352177143097,
-0.22113469243049622,
0.06511858105659485,
-0.008237207308411598,
-0.2200314700603485,
-0.1651734560728073,
0.5047345757484436,
-0.6280028223991394,
0.0785423144698143,
-0.4139116406440735,
-0.46377551555633545,
-0.019453831017017365,
0.3284057378768921,
0.4684655964374542,
0.8361467719078064,
-0.35298049449920654,
-0.1124616265296936,
0.9357531070709229,
0.11614998430013657,
0.28276848793029785,
0.6194717884063721,
-0.46180737018585205,
-0.345552921295166,
1.1085745096206665,
0.10414773970842361,
-0.3892630338668823,
0.20307210087776184,
0.3525161147117615,
-0.19758015871047974,
-0.4519498944282532,
-0.4823590815067291,
0.25425776839256287,
-0.4461401104927063,
-0.47252240777015686,
-0.36292940378189087,
-0.4271997809410095,
-0.45986685156822205,
-0.3563854694366455,
-0.16924840211868286,
-0.32964563369750977,
-0.7821866869926453,
-0.3255294859409332,
1.3136414289474487,
0.631606936454773,
-0.6835736632347107,
0.5545142889022827,
-0.8530591726303101,
0.5365376472473145,
0.07705507427453995,
0.8475465774536133,
-0.4832422137260437,
-0.6047413945198059,
-0.22861211001873016,
-0.2361818104982376,
0.33781731128692627,
-0.5815786123275757,
-0.178188756108284,
0.37177643179893494,
0.6015141010284424,
0.4145873486995697,
0.1050848439335823,
0.7486740946769714,
-0.3166372776031494,
0.5795958638191223,
0.23014795780181885,
-0.6047046184539795,
0.9255269765853882,
-0.4158647060394287,
0.5018503665924072,
0.9366081953048706,
0.4914180636405945,
-0.33635345101356506,
0.030960367992520332,
-0.956159770488739,
-0.6681985259056091,
0.3750841021537781,
-0.14998233318328857,
0.06362228840589523,
0.21615782380104065,
0.38898470997810364,
0.022349538281559944,
0.2961183786392212,
-0.7286068201065063,
-0.7291151881217957,
-0.1553219109773636,
-0.2647307217121124,
0.05206935852766037,
-0.586327075958252,
-0.38594019412994385,
-0.5496117472648621,
0.6919733881950378,
-0.19983316957950592,
0.27419325709342957,
0.11011403799057007,
0.1923641413450241,
-0.14694704115390778,
-0.07280227541923523,
0.34489905834198,
0.360275000333786,
-0.40875443816185,
-0.09043606370687485,
0.1090417131781578,
-0.3160462975502014,
-0.28583651781082153,
0.7876328825950623,
-0.15111885964870453,
-0.07730471342802048,
0.47464221715927124,
0.6907116770744324,
-0.36958786845207214,
-0.41822993755340576,
0.5317459106445312,
-0.09434834867715836,
-0.2203218936920166,
-0.9760425686836243,
0.18297992646694183,
0.1232445016503334,
0.3596600294113159,
0.1851309835910797,
-0.24468250572681427,
0.5402927398681641,
-0.17451292276382446,
0.6931887269020081,
0.16089582443237305,
-0.7774523496627808,
-0.41021260619163513,
0.5110861659049988,
0.5385505557060242,
-0.4078490138053894,
0.6960927248001099,
-0.17626070976257324,
-0.3980533480644226,
0.3909807801246643,
0.2741989493370056,
0.6582620143890381,
-0.6743986010551453,
0.24254517257213593,
0.632714569568634,
0.19201810657978058,
0.07566989958286285,
0.8826214075088501,
-0.32881420850753784,
-0.9019991755485535,
-0.0017820587381720543,
-0.3921523094177246,
-0.2547832131385803,
-0.37548840045928955,
-1.2419986724853516,
0.5123484134674072,
-0.8422183990478516,
-0.4699648916721344,
0.12334715574979782,
-0.07429497689008713,
-0.5786431431770325,
0.18034975230693817,
0.3646606206893921,
1.4418054819107056,
-0.9573794603347778,
0.8899603486061096,
0.9432772397994995,
-0.41299596428871155,
-0.6876738667488098,
0.001427187817171216,
0.3118967115879059,
-0.8742448687553406,
0.2144235223531723,
0.13238240778446198,
0.16785892844200134,
-0.03009168431162834,
-0.6989904642105103,
-0.673714816570282,
1.0962964296340942,
0.12276879698038101,
-0.5514787435531616,
0.2848151922225952,
-0.23393957316875458,
0.39905834197998047,
-0.2654199004173279,
0.1847621351480484,
0.5795917510986328,
0.8255842924118042,
0.25938352942466736,
-0.8395983576774597,
0.030814968049526215,
-0.5080215930938721,
-0.3906031847000122,
0.38791555166244507,
-0.703885555267334,
0.30994996428489685,
-0.04155378043651581,
0.0643363669514656,
0.020385928452014923,
0.7581660747528076,
0.3173796832561493,
0.46674588322639465,
0.6613660454750061,
0.5347040891647339,
0.9248555302619934,
-0.13927309215068817,
0.8624066114425659,
-0.04967750236392021,
0.2976328730583191,
1.441270112991333,
-0.4353690445423126,
0.48185256123542786,
0.5820411443710327,
0.09127363562583923,
0.48582038283348083,
0.6316888928413391,
-0.672796905040741,
0.37115681171417236,
-0.00855124369263649,
-0.3401050567626953,
-0.2668096423149109,
-0.5187969207763672,
-0.6708057522773743,
0.22143851220607758,
0.6788808107376099,
-0.3190344572067261,
-0.02913028374314308,
-0.01718946360051632,
-0.1154605895280838,
-0.25115230679512024,
-0.48100748658180237,
1.1006898880004883,
0.01672295294702053,
-0.2211315929889679,
0.018244272097945213,
-0.548517107963562,
0.36035919189453125,
-0.8892972469329834,
-0.22885453701019287,
0.1996600478887558,
0.03337612375617027,
-0.5527717471122742,
-1.291403889656067,
0.7567406296730042,
-0.17778173089027405,
-0.42048490047454834,
-0.1429363340139389,
0.8810482025146484,
-0.5587049126625061,
-0.7274947762489319,
0.6135212182998657,
0.3035857379436493,
0.2720756530761719,
0.16724921762943268,
-1.375449538230896,
0.3795833885669708,
0.11358745396137238,
-0.22285448014736176,
0.0005939505062997341,
0.2319614589214325,
0.17133940756320953,
0.6660016179084778,
0.5597940683364868,
-0.01214322354644537,
-0.5803076028823853,
0.6373577117919922,
1.0008022785186768,
-0.4859161972999573,
-0.41513335704803467,
-0.49582090973854065,
0.9910858869552612,
-0.4982679486274719,
-0.40250658988952637,
0.6507427096366882,
1.011619210243225,
0.6528634428977966,
-0.04806510731577873,
0.5947219133377075,
-0.6094641089439392,
0.8828010559082031,
-0.3397395610809326,
0.7560264468193054,
-0.5802765488624573,
-0.13849304616451263,
-0.1792202889919281,
-0.670974850654602,
-0.5914913415908813,
0.6071326732635498,
0.019131436944007874,
0.054795101284980774,
0.3750241994857788,
1.175721526145935,
-0.19908298552036285,
0.04274287819862366,
0.10505704581737518,
0.13268178701400757,
-0.05146847292780876,
0.06746494770050049,
0.46972012519836426,
-0.37143996357917786,
0.13800746202468872,
-0.06575299054384232,
-0.5953590273857117,
-0.2617943286895752,
-1.0039327144622803,
-1.0958105325698853,
-0.9102410078048706,
-0.6745014786720276,
-0.645186185836792,
-0.06963018327951431,
1.180129051208496,
0.6821718811988831,
-1.3047640323638916,
-0.46248820424079895,
0.20679780840873718,
0.01269176509231329,
0.11356405168771744,
-0.08909893035888672,
0.3536205589771271,
0.2874632775783539,
-0.22521063685417175,
0.042937420308589935,
-0.08015723526477814,
0.38992947340011597,
0.0988759845495224,
0.05379760265350342,
-0.16234524548053741,
-0.1293795257806778,
0.22668860852718353,
0.41965240240097046,
-0.17832104861736298,
-0.35401836037635803,
-0.5628319978713989,
0.11245036125183105,
-0.10801683366298676,
1.0434472560882568,
-0.39962249994277954,
0.20337019860744476,
0.5364806652069092,
0.37553372979164124,
0.6825705170631409,
0.08019552379846573,
0.6888516545295715,
-0.8902090191841125,
0.4382094144821167,
0.0842091292142868,
0.42931079864501953,
0.2571711242198944,
-0.4824807345867157,
0.8845786452293396,
0.176051065325737,
-0.6469545364379883,
-0.5541582107543945,
0.2051326483488083,
-1.3464839458465576,
0.33556947112083435,
1.0842952728271484,
0.23791885375976562,
-0.3454063832759857,
-0.233700692653656,
-0.4361531734466553,
0.18429024517536163,
-0.9989906549453735,
0.05426349118351936,
0.3629414141178131,
0.010357697494328022,
-0.4834304451942444,
-0.30123597383499146,
0.805450439453125,
-0.15115559101104736,
-0.98506098985672,
0.31628891825675964,
0.5844321250915527,
0.2161598652601242,
0.24899673461914062,
0.7784534096717834,
0.08050110191106796,
0.5220534205436707,
0.23626457154750824,
0.5830297470092773,
-0.01930478774011135,
-0.3564906120300293,
-0.4582967758178711,
-0.1812657117843628,
0.2146289348602295,
-0.007477233652025461
] | null | null | null | null | null | null | null | null | null | null | null | null | null | |
newsroom | null | 2023-04-05T13:35:54Z | 367 | 7 | newsroom | [
"task_categories:summarization",
"task_ids:news-articles-summarization",
"annotations_creators:expert-generated",
"language_creators:expert-generated",
"multilinguality:monolingual",
"size_categories:unknown",
"source_datasets:original",
"language:en",
"license:other",
"region:us"
] | 2023-04-05T13:35:54Z | 2022-03-02T23:29:22.000Z | 2022-03-02T23:29:22 | ---
annotations_creators:
- expert-generated
language_creators:
- expert-generated
language:
- en
license:
- other
multilinguality:
- monolingual
pretty_name: CORNELL NEWSROOM
size_categories:
- unknown
source_datasets:
- original
task_categories:
- summarization
task_ids:
- news-articles-summarization
paperswithcode_id: newsroom
dataset_info:
features:
- name: text
dtype: string
- name: summary
dtype: string
- name: title
dtype: string
- name: url
dtype: string
- name: date
dtype: string
- name: density_bin
dtype: string
- name: coverage_bin
dtype: string
- name: compression_bin
dtype: string
- name: density
dtype: float32
- name: coverage
dtype: float32
- name: compression
dtype: float32
splits:
- name: test
num_bytes: 472446866
num_examples: 108862
- name: train
num_bytes: 4357506078
num_examples: 995041
- name: validation
num_bytes: 473206951
num_examples: 108837
download_size: 0
dataset_size: 5303159895
---
# Dataset Card for "newsroom"
## Table of Contents
- [Dataset Description](#dataset-description)
- [Dataset Summary](#dataset-summary)
- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
- [Languages](#languages)
- [Dataset Structure](#dataset-structure)
- [Data Instances](#data-instances)
- [Data Fields](#data-fields)
- [Data Splits](#data-splits)
- [Dataset Creation](#dataset-creation)
- [Curation Rationale](#curation-rationale)
- [Source Data](#source-data)
- [Annotations](#annotations)
- [Personal and Sensitive Information](#personal-and-sensitive-information)
- [Considerations for Using the Data](#considerations-for-using-the-data)
- [Social Impact of Dataset](#social-impact-of-dataset)
- [Discussion of Biases](#discussion-of-biases)
- [Other Known Limitations](#other-known-limitations)
- [Additional Information](#additional-information)
- [Dataset Curators](#dataset-curators)
- [Licensing Information](#licensing-information)
- [Citation Information](#citation-information)
- [Contributions](#contributions)
## Dataset Description
- **Homepage:** [https://lil.nlp.cornell.edu/newsroom/index.html](https://lil.nlp.cornell.edu/newsroom/index.html)
- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
- **Size of downloaded dataset files:** 0.00 MB
- **Size of the generated dataset:** 5.30 GB
- **Total amount of disk used:** 5.30 GB
### Dataset Summary
NEWSROOM is a large dataset for training and evaluating summarization systems.
It contains 1.3 million articles and summaries written by authors and
editors in the newsrooms of 38 major publications.
Dataset features includes:
- text: Input news text.
- summary: Summary for the news.
And additional features:
- title: news title.
- url: url of the news.
- date: date of the article.
- density: extractive density.
- coverage: extractive coverage.
- compression: compression ratio.
- density_bin: low, medium, high.
- coverage_bin: extractive, abstractive.
- compression_bin: low, medium, high.
This dataset can be downloaded upon requests. Unzip all the contents
"train.jsonl, dev.josnl, test.jsonl" to the `tfds` folder.
### Supported Tasks and Leaderboards
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Languages
English (`en`).
## Dataset Structure
### Data Instances
#### default
- **Size of downloaded dataset files:** 0.00 MB
- **Size of the generated dataset:** 5.30 GB
- **Total amount of disk used:** 5.30 GB
An example of 'train' looks as follows.
```
{
"compression": 33.880001068115234,
"compression_bin": "medium",
"coverage": 1.0,
"coverage_bin": "high",
"date": "200600000",
"density": 11.720000267028809,
"density_bin": "extractive",
"summary": "some summary 1",
"text": "some text 1",
"title": "news title 1",
"url": "url.html"
}
```
### Data Fields
The data fields are the same among all splits.
#### default
- `text`: a `string` feature.
- `summary`: a `string` feature.
- `title`: a `string` feature.
- `url`: a `string` feature.
- `date`: a `string` feature.
- `density_bin`: a `string` feature.
- `coverage_bin`: a `string` feature.
- `compression_bin`: a `string` feature.
- `density`: a `float32` feature.
- `coverage`: a `float32` feature.
- `compression`: a `float32` feature.
### Data Splits
| name |train |validation| test |
|-------|-----:|---------:|-----:|
|default|995041| 108837|108862|
## Dataset Creation
### Curation Rationale
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Source Data
#### Initial Data Collection and Normalization
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the source language producers?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Annotations
#### Annotation process
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
#### Who are the annotators?
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Personal and Sensitive Information
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Considerations for Using the Data
### Social Impact of Dataset
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Discussion of Biases
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Other Known Limitations
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
## Additional Information
### Dataset Curators
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
### Licensing Information
https://cornell.qualtrics.com/jfe/form/SV_6YA3HQ2p75XH4IR
This Dataset Usage Agreement ("Agreement") is a legal agreement with the Cornell Newsroom Summaries Team ("Newsroom") for the Dataset made available to the individual or entity ("Researcher") exercising rights under this Agreement. "Dataset" includes all text, data, information, source code, and any related materials, documentation, files, media, updates or revisions.
The Dataset is intended for non-commercial research and educational purposes only, and is made available free of charge without extending any license or other intellectual property rights. By downloading or using the Dataset, the Researcher acknowledges that they agree to the terms in this Agreement, and represent and warrant that they have authority to do so on behalf of any entity exercising rights under this Agreement. The Researcher accepts and agrees to be bound by the terms and conditions of this Agreement. If the Researcher does not agree to this Agreement, they may not download or use the Dataset.
By sharing content with Newsroom, such as by submitting content to this site or by corresponding with Newsroom contributors, the Researcher grants Newsroom the right to use, reproduce, display, perform, adapt, modify, distribute, have distributed, and promote the content in any form, anywhere and for any purpose, such as for evaluating and comparing summarization systems. Nothing in this Agreement shall obligate Newsroom to provide any support for the Dataset. Any feedback, suggestions, ideas, comments, improvements given by the Researcher related to the Dataset is voluntarily given, and may be used by Newsroom without obligation or restriction of any kind.
The Researcher accepts full responsibility for their use of the Dataset and shall defend indemnify, and hold harmless Newsroom, including their employees, trustees, officers, and agents, against any and all claims arising from the Researcher's use of the Dataset. The Researcher agrees to comply with all laws and regulations as they relate to access to and use of the Dataset and Service including U.S. export jurisdiction and other U.S. and international regulations.
THE DATASET IS PROVIDED "AS IS." NEWSROOM DISCLAIMS ALL WARRANTIES, EXPRESS OR IMPLIED, INCLUDING THE IMPLIED WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, AND NON-INFRINGEMENT. WITHOUT LIMITATION OF THE ABOVE, NEWSROOM DISCLAIMS ANY WARRANTY THAT DATASET IS BUG OR ERROR-FREE, AND GRANTS NO WARRANTY REGARDING ITS USE OR THE RESULTS THEREFROM INCLUDING, WITHOUT LIMITATION, ITS CORRECTNESS, ACCURACY, OR RELIABILITY. THE DATASET IS NOT WARRANTIED TO FULFILL ANY PARTICULAR PURPOSES OR NEEDS.
TO THE EXTENT NOT PROHIBITED BY LAW, IN NO EVENT SHALL NEWSROOM BE LIABLE FOR ANY LOSS, DAMAGE OR INJURY, DIRECT AND INDIRECT, INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES, HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER FOR BREACH OF CONTRACT, TORT (INCLUDING NEGLIGENCE) OR OTHERWISE, ARISING OUT OF THIS AGREEMENT, INCLUDING BUT NOT LIMITED TO LOSS OF PROFITS, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. THESE LIMITATIONS SHALL APPLY NOTWITHSTANDING ANY FAILURE OF ESSENTIAL PURPOSE OF ANY LIMITED REMEDY.
This Agreement is effective until terminated. Newsroom reserves the right to terminate the Researcher's access to the Dataset at any time. If the Researcher breaches this Agreement, the Researcher's rights to use the Dataset shall terminate automatically. The Researcher will immediately cease all use and distribution of the Dataset and destroy any copies or portions of the Dataset in their possession.
This Agreement is governed by the laws of the State of New York, without regard to conflict of law principles. All terms and provisions of this Agreement shall, if possible, be construed in a manner which makes them valid, but in the event any term or provision of this Agreement is found by a court of competent jurisdiction to be illegal or unenforceable, the validity or enforceability of the remainder of this Agreement shall not be affected.
This Agreement is the complete and exclusive agreement between the parties with respect to its subject matter and supersedes all prior or contemporaneous oral or written agreements or understandings relating to the subject matter.
### Citation Information
```
@inproceedings{N18-1065,
author = {Grusky, Max and Naaman, Mor and Artzi, Yoav},
title = {NEWSROOM: A Dataset of 1.3 Million Summaries
with Diverse Extractive Strategies},
booktitle = {Proceedings of the 2018 Conference of the
North American Chapter of the Association for
Computational Linguistics: Human Language Technologies},
year = {2018},
}
```
### Contributions
Thanks to [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten), [@yoavartzi](https://github.com/yoavartzi), [@thomwolf](https://github.com/thomwolf) for adding this dataset. | [
-0.4677511751651764,
-0.5388956665992737,
0.10268362611532211,
0.19098736345767975,
-0.3093268573284149,
-0.02594638243317604,
-0.2747776210308075,
-0.3647736608982086,
0.6632773280143738,
0.34149500727653503,
-0.7290447354316711,
-0.9487156271934509,
-0.5296455025672913,
0.110137939453125,
-0.24177230894565582,
1.185911774635315,
-0.14053525030612946,
-0.24617168307304382,
-0.45425620675086975,
-0.2902594804763794,
-0.25479134917259216,
-0.38548246026039124,
-0.2919781804084778,
-0.022342795506119728,
0.38032954931259155,
0.6531765460968018,
0.8725453615188599,
0.7863484621047974,
0.6024166941642761,
0.2972996234893799,
0.028908593580126762,
-0.1818998008966446,
-0.46412867307662964,
-0.3467668890953064,
0.16897326707839966,
-0.30092671513557434,
-0.6078078746795654,
0.22632676362991333,
0.5536554455757141,
0.6608598828315735,
-0.29857951402664185,
0.4885919392108917,
-0.0048261284828186035,
1.1178534030914307,
-0.34388071298599243,
0.4995063543319702,
-0.1163702979683876,
0.10059496760368347,
-0.23857717216014862,
-0.02596539817750454,
0.11803048104047775,
-0.5213613510131836,
-0.09405316412448883,
-0.9177839756011963,
0.22985434532165527,
0.06124018505215645,
0.9888688921928406,
0.028315745294094086,
-0.18521523475646973,
-0.09594269096851349,
-0.21864068508148193,
0.45937320590019226,
-0.7632731199264526,
0.34774261713027954,
0.6520481705665588,
0.3029519021511078,
-0.016591088846325874,
-0.7216557264328003,
-0.5653393268585205,
0.10075192898511887,
-0.35464411973953247,
0.3096315562725067,
-0.24286487698554993,
-0.34577420353889465,
0.49050313234329224,
0.7316311597824097,
-0.830487847328186,
-0.3218618631362915,
-0.6309821605682373,
0.09598401188850403,
1.1252492666244507,
0.2115008383989334,
0.21999850869178772,
-0.42065536975860596,
-0.15723571181297302,
-0.33190205693244934,
-0.19670440256595612,
0.11974813044071198,
0.41374391317367554,
0.3722946345806122,
-0.9068054556846619,
0.5910087823867798,
-0.42453956604003906,
0.45227915048599243,
-0.14099371433258057,
-0.026654021814465523,
0.8767878413200378,
-0.623538076877594,
-0.2708299160003662,
-0.05622813105583191,
0.9191144704818726,
0.8424605131149292,
-0.043476756662130356,
0.05046043172478676,
0.009569483809173107,
-0.07655342668294907,
-0.009380592033267021,
-0.7697304487228394,
-0.46088939905166626,
0.6293643712997437,
-0.6275950074195862,
-0.583901584148407,
0.1275922656059265,
-1.0287715196609497,
-0.2521287202835083,
-0.32815900444984436,
0.2022891789674759,
-0.050185516476631165,
-0.6645837426185608,
0.15635843575000763,
-0.3975611627101898,
0.2801440954208374,
0.2072070837020874,
-0.49292299151420593,
0.4182865023612976,
0.32231074571609497,
0.9105706810951233,
-0.12869048118591309,
-0.23023061454296112,
-0.10570532083511353,
-0.03053414821624756,
-0.2809451222419739,
0.5121387243270874,
-0.12236560136079788,
-0.6575921773910522,
0.01708684116601944,
0.312074214220047,
-0.0751236230134964,
-0.36557736992836,
0.739749550819397,
-0.02825581654906273,
0.5015885233879089,
-0.5769941210746765,
-0.4065783619880676,
0.02944217622280121,
0.40119636058807373,
-0.7786521911621094,
1.182987928390503,
0.5777492523193359,
-0.986354410648346,
0.3254006505012512,
-0.8481960892677307,
-0.5077353715896606,
-0.0014135459205135703,
-0.07528173923492432,
-0.7904766201972961,
-0.18718841671943665,
0.32442381978034973,
0.5410685539245605,
-0.2724263668060303,
0.40089163184165955,
-0.33464381098747253,
-0.14277596771717072,
0.007060995791107416,
0.03266123682260513,
1.2093780040740967,
0.07150760293006897,
-0.07744162529706955,
0.19099266827106476,
-1.0027799606323242,
-0.22126857936382294,
0.5807833075523376,
-0.37045538425445557,
-0.08150483667850494,
-0.3201825022697449,
0.41057929396629333,
0.2841617166996002,
0.07929893583059311,
-0.38327616453170776,
0.4459212124347687,
-0.06479721516370773,
0.31007295846939087,
0.6078657507896423,
0.06319213658571243,
0.3825899362564087,
-0.7434370517730713,
0.512836217880249,
0.17689070105552673,
0.5104153156280518,
0.11392512172460556,
-0.49580979347229004,
-0.44353750348091125,
-0.2110736221075058,
0.3069463074207306,
0.4105687141418457,
-0.7019912600517273,
0.6834545135498047,
-0.5354674458503723,
-0.6736830472946167,
-0.37591493129730225,
-0.027021093294024467,
0.20632408559322357,
0.6664310097694397,
0.3717828691005707,
-0.44577556848526,
-0.493047833442688,
-0.8924407362937927,
0.15497788786888123,
0.01667911559343338,
0.09549004584550858,
0.5597658753395081,
0.7254507541656494,
-0.06253836303949356,
0.8299716114997864,
-0.8468024730682373,
-0.4204447567462921,
-0.25108253955841064,
-0.16493354737758636,
0.4561118483543396,
0.7069779634475708,
0.7867855429649353,
-0.9889262318611145,
-0.4011348485946655,
-0.3806460201740265,
-0.8789135217666626,
0.03874608129262924,
-0.05233228951692581,
-0.3479050397872925,
0.14980243146419525,
0.45090749859809875,
-0.7396649718284607,
0.7231219410896301,
0.6219645142555237,
-0.6247186064720154,
0.5641207098960876,
0.07156523317098618,
0.18560096621513367,
-1.478389859199524,
0.28797468543052673,
0.20256254076957703,
-0.07254406809806824,
-0.5682055354118347,
-0.32295069098472595,
-0.11055251210927963,
-0.2244773954153061,
-0.4308968782424927,
0.7069222927093506,
-0.38409727811813354,
0.03286582976579666,
0.25586310029029846,
0.08820260316133499,
0.20661503076553345,
0.6728568077087402,
-0.0744311511516571,
0.590796172618866,
0.7158123254776001,
-0.5049997568130493,
0.1640586107969284,
0.6717915534973145,
-0.40156927704811096,
0.4940824508666992,
-0.6480653882026672,
-0.15676367282867432,
-0.16308504343032837,
0.5036783814430237,
-0.8611258268356323,
-0.5042423009872437,
0.573337197303772,
-0.6653760075569153,
0.3764074444770813,
-0.1630236655473709,
-0.5904282331466675,
-0.56150883436203,
-0.8136146068572998,
0.10143060982227325,
0.3465089499950409,
-0.2894915044307709,
0.5699872374534607,
0.45867833495140076,
0.009377331472933292,
-0.3457143008708954,
-0.81928950548172,
-0.07737118005752563,
-0.19424669444561005,
-0.6618413925170898,
0.3820827603340149,
-0.16869589686393738,
-0.14959624409675598,
0.2448362112045288,
-0.030635634437203407,
0.06819026917219162,
0.005504971370100975,
0.341866672039032,
0.295044481754303,
0.041980136185884476,
-0.04647371172904968,
-0.12295398861169815,
0.005801009014248848,
0.11516173928976059,
-0.046230778098106384,
0.32920941710472107,
-0.04005197435617447,
-0.05248493328690529,
-0.4158685505390167,
0.31049349904060364,
0.5594779253005981,
-0.15441849827766418,
0.8570430874824524,
0.7641251087188721,
-0.3929436504840851,
0.17721332609653473,
-0.4424769878387451,
-0.2271730899810791,
-0.3989827334880829,
0.27932509779930115,
-0.027583593502640724,
-0.6605734825134277,
0.9280632138252258,
0.30107060074806213,
0.21214662492275238,
0.7600505352020264,
0.41397786140441895,
-0.08396072685718536,
0.5899690389633179,
0.3186509609222412,
-0.21883581578731537,
0.5403217077255249,
-0.6783367395401001,
-0.17927803099155426,
-0.8635777235031128,
-0.3485146164894104,
-0.5402467250823975,
-0.5204953551292419,
-0.8757156133651733,
-0.4411221742630005,
0.2621566355228424,
-0.0808488130569458,
-0.43062469363212585,
0.2717774212360382,
-0.7455363869667053,
0.3381844460964203,
0.6634194254875183,
0.26076796650886536,
0.16560016572475433,
-0.016385000199079514,
0.08021485060453415,
0.2027507722377777,
-0.6389312148094177,
-0.12631066143512726,
1.321423888206482,
0.4426186680793762,
0.4332534670829773,
0.14034560322761536,
0.694232165813446,
0.2496701180934906,
0.14827342331409454,
-0.5155163407325745,
0.5019577145576477,
-0.043340232223272324,
-0.7193287014961243,
-0.2863992154598236,
-0.5853057503700256,
-0.9142997860908508,
-0.024401919916272163,
-0.2833081781864166,
-0.6636947393417358,
0.6502429246902466,
-0.04610702395439148,
-0.18201108276844025,
0.34918758273124695,
-0.8442217707633972,
0.9904547929763794,
-0.19624042510986328,
-0.4521721601486206,
0.22126050293445587,
-0.9616999626159668,
0.3649512231349945,
0.1907014101743698,
0.42003124952316284,
-0.30445581674575806,
0.03823069483041763,
1.131953477859497,
-0.6795622706413269,
0.8367681503295898,
-0.464926540851593,
0.23582860827445984,
0.28534427285194397,
-0.239583820104599,
0.3689219653606415,
0.20004242658615112,
-0.08382587879896164,
0.6493121981620789,
0.08269783109426498,
-0.4221336543560028,
-0.411194384098053,
0.5329523682594299,
-0.8151505589485168,
-0.2793433666229248,
-0.6350319385528564,
-0.6165164709091187,
-0.15201668441295624,
0.288171648979187,
0.2135191410779953,
0.4461624026298523,
0.05723179504275322,
0.4051227569580078,
0.38978317379951477,
-0.29087263345718384,
0.30375951528549194,
0.3015882670879364,
-0.36995211243629456,
-0.7133642435073853,
0.7958092093467712,
0.24364224076271057,
0.011275474913418293,
0.17014916241168976,
0.34061604738235474,
-0.3375867009162903,
-0.3923192322254181,
-0.534420907497406,
0.051015760749578476,
-0.48879754543304443,
-0.42372286319732666,
-0.5778817534446716,
-0.16994401812553406,
-0.6278310418128967,
-0.12758585810661316,
-0.20909129083156586,
-0.5856944918632507,
-0.313406765460968,
-0.3058299720287323,
0.7147005200386047,
0.4183460474014282,
-0.40516069531440735,
0.15717563033103943,
-0.7507040500640869,
0.2516866624355316,
0.061086054891347885,
0.6225475072860718,
-0.14884325861930847,
-0.43196722865104675,
-0.44986289739608765,
0.026832418516278267,
-0.2558474540710449,
-0.6226124167442322,
0.38385412096977234,
-0.11477456986904144,
0.3423566520214081,
0.06862668693065643,
0.22017227113246918,
0.5049698948860168,
-0.09228947013616562,
1.0149132013320923,
0.14515884220600128,
-0.5422383546829224,
0.6382389664649963,
-0.7652062177658081,
0.5065266489982605,
0.9276444315910339,
0.49802225828170776,
-0.43538981676101685,
-0.08782687783241272,
-0.9475257992744446,
-1.061274766921997,
0.8345931172370911,
0.5215355157852173,
-0.008810659870505333,
0.1332220733165741,
0.3017886281013489,
-0.24169716238975525,
0.46843376755714417,
-0.7005847692489624,
-0.6639242172241211,
-0.2567300796508789,
-0.252206027507782,
0.034525491297245026,
-0.024938073009252548,
-0.46051356196403503,
-0.6610026955604553,
0.8057648539543152,
-0.0005716716987080872,
0.3991454541683197,
0.42677855491638184,
0.22521564364433289,
-0.29560181498527527,
0.0976196900010109,
0.4589674472808838,
0.7043917179107666,
-0.491075724363327,
-0.3274174928665161,
-0.09489544481039047,
-0.7670848965644836,
-0.2356252819299698,
0.6080377101898193,
-0.2279033213853836,
-0.013277671299874783,
0.306882381439209,
0.7435149550437927,
0.22028225660324097,
-0.30225786566734314,
0.7363145351409912,
-0.3167904019355774,
-0.6977240443229675,
-0.44999998807907104,
-0.11460502445697784,
0.17510485649108887,
0.19280532002449036,
0.34226420521736145,
-0.02069586142897606,
0.14128631353378296,
-0.4608057737350464,
0.33423280715942383,
0.09793677181005478,
-0.25387662649154663,
-0.1993912309408188,
0.650005578994751,
0.011006620712578297,
0.024475641548633575,
0.7340721487998962,
-0.24089038372039795,
-0.3238007724285126,
0.804436206817627,
0.052484769374132156,
0.7702906727790833,
0.0058351922780275345,
0.2078074812889099,
0.7668891549110413,
0.3077201843261719,
-0.04056544601917267,
0.4824850559234619,
-0.058724019676446915,
-0.6860765814781189,
-0.1056097149848938,
-0.5831478834152222,
-0.2030307501554489,
0.20715397596359253,
-1.012540578842163,
0.3637235462665558,
-0.4775329530239105,
-0.10491620749235153,
-0.04044710844755173,
0.3464984893798828,
-0.7741466760635376,
0.27194565534591675,
0.007081590127199888,
1.1946884393692017,
-1.0848402976989746,
0.5231192708015442,
0.7243027091026306,
-0.8277656435966492,
-1.180250644683838,
-0.064935602247715,
0.37011751532554626,
-0.5437187552452087,
0.05528901517391205,
0.14884571731090546,
0.6075057983398438,
-0.12510894238948822,
-0.7827566266059875,
-0.667449414730072,
1.4332799911499023,
0.16160692274570465,
-0.6268991231918335,
0.13999348878860474,
0.06584133952856064,
0.4169180393218994,
-0.13955755531787872,
0.27595967054367065,
0.6618084907531738,
0.5992542505264282,
0.3017263114452362,
-0.818152129650116,
0.16122625768184662,
-0.5849931836128235,
-0.20464925467967987,
0.09706390649080276,
-0.9285664558410645,
0.6230138540267944,
-0.07556521892547607,
-0.016931017860770226,
-0.3981946110725403,
0.49908116459846497,
0.34456345438957214,
0.576779842376709,
0.3525393307209015,
0.9727720618247986,
0.7499119639396667,
-0.3486604690551758,
1.322800874710083,
-0.2760639488697052,
0.5181061029434204,
1.1193948984146118,
0.02057800255715847,
0.6513177156448364,
0.26088660955429077,
-0.5215867757797241,
0.38345441222190857,
0.6893174648284912,
-0.2641170620918274,
0.4306512773036957,
0.16529467701911926,
0.06072516366839409,
0.19303582608699799,
-0.2757004499435425,
-0.7157286405563354,
0.2901230454444885,
0.21229244768619537,
-0.4099295139312744,
-0.026775391772389412,
-0.07664993405342102,
0.2828001081943512,
-0.17811016738414764,
-0.2433868944644928,
0.8714898824691772,
-0.0009000102872960269,
-0.14879624545574188,
0.4410857558250427,
-0.2772965431213379,
0.5718474984169006,
-0.6548900008201599,
0.004759924486279488,
-0.4001753628253937,
-0.11505290120840073,
-0.6801066398620605,
-1.030838966369629,
0.49910953640937805,
-0.20817916095256805,
-0.28373682498931885,
-0.2982933223247528,
0.5531731843948364,
-0.33553412556648254,
-0.7436836361885071,
0.04038568586111069,
0.44418686628341675,
0.1487651914358139,
0.10204042494297028,
-1.0045242309570312,
0.4212455749511719,
0.13370846211910248,
-0.7476123571395874,
0.35481026768684387,
0.377600759267807,
0.10856176167726517,
0.34149959683418274,
0.7460037469863892,
0.0905565693974495,
-0.23764508962631226,
0.2998220920562744,
1.2385776042938232,
-0.6846683621406555,
-0.5156156420707703,
-0.5604507923126221,
0.8776858448982239,
-0.3630995750427246,
-0.45459362864494324,
0.7502375245094299,
1.120826244354248,
1.0940325260162354,
-0.060616590082645416,
0.9198352098464966,
-0.5687870383262634,
0.5746760368347168,
-0.330548495054245,
0.8030846118927002,
-0.8501966595649719,
0.010620713233947754,
-0.5209523439407349,
-0.6823182106018066,
-0.4652235507965088,
0.590530514717102,
-0.2737211287021637,
0.23487235605716705,
0.44678187370300293,
0.8997945785522461,
0.014158416539430618,
0.30558982491493225,
0.004892553668469191,
0.2909713685512543,
0.27693644165992737,
0.3203716576099396,
0.2593803405761719,
-0.8419815301895142,
0.4615240693092346,
-0.7056812644004822,
-0.2110459804534912,
-0.08524709194898605,
-0.8439367413520813,
-0.7530932426452637,
-0.8444635272026062,
-0.6762534379959106,
-0.6540889143943787,
-0.11781414598226547,
1.0397037267684937,
0.6920908689498901,
-0.7601310610771179,
-0.28298231959342957,
0.028727922588586807,
0.01750599406659603,
-0.21180440485477448,
-0.35041096806526184,
0.7271897196769714,
0.2773449420928955,
-0.492365300655365,
-0.10637642443180084,
0.04377705976366997,
0.0581941083073616,
0.002477697329595685,
-0.06467290222644806,
-0.40049049258232117,
-0.4103950560092926,
0.47508421540260315,
0.3667614758014679,
-0.1635693460702896,
0.024055708199739456,
-0.184617280960083,
0.03942933678627014,
0.3233288824558258,
0.43999671936035156,
-0.40612781047821045,
0.2890624403953552,
0.574158251285553,
0.3963833451271057,
0.6481592059135437,
0.2274218499660492,
0.031760916113853455,
-0.7824292182922363,
0.19246546924114227,
0.18095363676548004,
0.42197030782699585,
0.4676133394241333,
-0.6520345211029053,
0.9184032678604126,
0.38078418374061584,
-0.50550377368927,
-0.7810404896736145,
-0.3861626088619232,
-1.3439898490905762,
-0.12130706012248993,
1.2002493143081665,
0.11663918197154999,
-0.4437282681465149,
-0.05157023295760155,
-0.049715619534254074,
0.20780415832996368,
-0.7221266031265259,
0.4991247355937958,
0.6422709822654724,
-0.07965057343244553,
-0.17312127351760864,
-0.808760404586792,
0.5544066429138184,
-0.08688460290431976,
-1.138912320137024,
0.20978547632694244,
0.5947548151016235,
0.30455490946769714,
0.16014432907104492,
0.8859511017799377,
-0.421328604221344,
0.1814548522233963,
0.0034617665223777294,
0.2416592538356781,
-0.3407817780971527,
-0.09921789169311523,
-0.26094850897789,
-0.08528678119182587,
-0.39635008573532104,
-0.380114883184433
] | null | null | null | null | null | null | null | null | null | null | null | null | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.