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Fix SV -> NO
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This PR fixes the small typo as seen in #956
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making sure datasets are not loaded in memory and distributed training of them
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Hi I am dealing with large-scale datasets which I need to train distributedly, I used the shard function to divide the dataset across the cores, without any sampler, this does not work for distributed training and does not become any faster than 1 TPU core. 1) how I can make sure data is not loaded in memory 2) in cas...
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Add OPUS DOGC dataset
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Add SciTLDR Dataset
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Adds the SciTLDR Dataset by AI2 Added README card with tags to the best of my knowledge Multi-target summaries or TLDRs of Scientific Documents
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Add GAP dataset
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GAP dataset Gender bias coreference resolution
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committing Whoa file
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add mc taco
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MC-TACO Temporal commonsense knowledge
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add prachathai67k take2
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I decided it will be faster to create a new pull request instead of fixing the rebase issues. continuing from https://github.com/huggingface/datasets/pull/954
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add wisesight_sentiment take2
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Take 2 since last time the rebase issues were taking me too much time to fix as opposed to just open a new one.
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Wongnai - Thai reviews dataset
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40,000 reviews, previously released on GitHub ( https://github.com/wongnai/wongnai-corpus ) with an LGPL license, and on a closed Kaggle competition ( https://www.kaggle.com/c/wongnai-challenge-review-rating-prediction/ )
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[WIP] Add multi woz
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This PR adds version 2.2 of the Multi-domain Wizard of OZ dataset: https://github.com/budzianowski/multiwoz/tree/master/data/MultiWOZ_2.2 It was a pretty big chunk of work to figure out the structure, so I stil have tol add the description to the README.md On the plus side the structure is broadly similar to that...
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Add code refinement
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### OVERVIEW Millions of open-source projects with numerous bug fixes are available in code repositories. This proliferation of software development histories can be leveraged to learn how to fix common programming bugs Code refinement aims to automatically fix bugs in the code, which can contribute to reducing t...
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Add ROPES dataset
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ROPES dataset Reasoning over paragraph effects in situations - testing a system's ability to apply knowledge from a passage of text to a new situation. The task is framed into a reading comprehension task following squad-style extractive qa. One thing to note: labels of the test set are hidden (leaderboard submiss...
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Arabic pos dialect
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A README.md and loading script for the Arabic POS Dialect dataset. The README is missing the sections on personal information, biases, and limitations, as it would probably be better for those to be filled by someone who can read the contents of the dataset and is familiar with Arabic NLP.
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add MeTooMA dataset
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This PR adds the #MeToo MA dataset. It presents multi-label data points for tweets mined in the backdrop of the #MeToo movement. The dataset includes data points in the form of Tweet ids and appropriate labels. Please refer to the accompanying paper for detailed information regarding annotation, collection, and guideli...
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Adding The Microsoft Terminology Collection dataset.
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Add the Children's Book Test (CBT) from Facebook (Hill et al. 2016). Sentence completion given a few sentences as context from a children's book.
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add piqa
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Physical Interaction: Question Answering (commonsense) https://yonatanbisk.com/piqa/
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Add SWAG
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Commonsense NLI -> https://rowanzellers.com/swag/
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Add wiki auto dataset
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This PR adds the WikiAuto sentence simplification dataset https://github.com/chaojiang06/wiki-auto This is also a prospective GEM task, hence the README.md
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ADD Afrikaans NER
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Afrikaans NER corpus
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Add CS Restaurants dataset
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This PR adds the Czech restaurants dataset for Czech NLG.
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Added CLINC150 Dataset. The link to the dataset can be found [here](https://github.com/clinc/oos-eval) and the paper can be found [here](https://www.aclweb.org/anthology/D19-1131.pdf) - [x] Followed the instructions in CONTRIBUTING.md - [x] Ran the tests successfully - [x] Created the dummy data
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Add CLINC150 Dataset
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Added CLINC150 Dataset. The link to the dataset can be found [here](https://github.com/clinc/oos-eval) and the paper can be found [here](https://www.aclweb.org/anthology/D19-1131.pdf) - [x] Followed the instructions in CONTRIBUTING.md - [x] Ran the tests successfully - [x] Created the dummy data
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This PR adds data from the WebNLG challenge, with one configuration per release and challenge iteration. More information can be found [here](https://webnlg-challenge.loria.fr/) Unfortunately, the data itself comes from a pretty large number of small XML files, so the dummy data ends up being quite large (8.4 MB ...
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Adding CODAH dataset. More info: https://github.com/Websail-NU/CODAH
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sample multiple datasets
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Hi I am dealing with multiple datasets, I need to have a dataloader over them with a condition that in each batch data samples are coming from one of the datasets. My main question is: - I need to have a way to sample the datasets first with some weights, lets say 2x dataset1 1x dataset2, could you point me how I c...
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Most parts of the "Dataset Structure" section can be generated automatically. This PR adds some code to do so.
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dataset(ncslgr): add initial loading script
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clean #789
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Isixhosa ner corpus
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Add Norwegian NER
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This PR adds the [Norwegian NER](https://github.com/ljos/navnkjenner) dataset. I have added the `conllu` package as a test dependency. This is required to properly parse the `.conllu` files.
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added health_fact dataset
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Added dataset Explainable Fact-Checking for Public Health Claims (dataset_id: health_fact)
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Add OrangeSum a french abstractive summarization dataset. Paper: [BARThez: a Skilled Pretrained French Sequence-to-Sequence Model](https://arxiv.org/abs/2010.12321)
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Prachathai67k
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Add support to extract/uncompress files in .xz format.
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Add GermaNER Dataset
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docs(ADD_NEW_DATASET): correct indentation for script
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Add europeana newspapers
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This PR adds the [Europeana newspapers](https://github.com/EuropeanaNewspapers/ner-corpora) dataset.
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add PEC dataset
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A persona-based empathetic conversation dataset published at EMNLP 2020.
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Adding Babi dataset - English version
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Adding the English version of bAbI. Samples are taken from ParlAI for consistency with the main users at the moment.
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The FLUE Benchmark
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This PR adds the [FLUE](https://github.com/getalp/Flaubert/tree/master/flue) benchmark which is a set of different datasets to evaluate models for French content. Two datasets are missing, the French Treebank that we can use only for research purpose and we are not allowed to distribute, and the Word Sense disambigu...
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D
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## Adding a Dataset - **Name:** *name of the dataset* - **Description:** *short description of the dataset (or link to social media or blog post)* - **Paper:** *link to the dataset paper if available* - **Data:** *link to the Github repository or current dataset location* - **Motivation:** *what are some good reasons t...
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941
Add People's Daily NER dataset
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2020-12-01T07:48:53
2020-12-02T18:42:43
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940
Add MSRA NER dataset
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add wisesight_sentiment
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2020-12-01T03:06:39
2020-12-02T04:52:38
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Add `wisesight_sentiment` Social media messages in Thai language with sentiment label (positive, neutral, negative, question) Model Card: --- YAML tags: annotations_creators: - expert-generated language_creators: - found languages: - th licenses: - cc0-1.0 multilinguality: - monolingual size_categories:...
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V-1.0.0 of isizulu_ner_corpus
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937
Local machine/cluster Beam Datasets example/tutorial
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Hi, I'm wondering if https://huggingface.co/docs/datasets/beam_dataset.html has an non-GCP or non-Dataflow version example/tutorial? I tried to migrate it to run on DirectRunner and SparkRunner, however, there were way too many runtime errors that I had to fix during the process, and even so I wasn't able to get eit...
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936
Added HANS parses and categories
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2020-12-01T00:58:16
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This pull request adds HANS missing information: the sentence parses, as well as the heuristic category.
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935
add PIB dataset
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This pull request will add PIB dataset.
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934
small updates to the "add new dataset" guide
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small updates (corrections/typos) to the "add new dataset" guide
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933
Add NumerSense
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Adds the NumerSense dataset - Webpage/leaderboard: https://inklab.usc.edu/NumerSense/ - Paper: https://arxiv.org/abs/2005.00683 - Description: NumerSense is a new numerical commonsense reasoning probing task, with a diagnostic dataset consisting of 3,145 masked-word-prediction probes. Basically, it's a benchmark to ...
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adding metooma dataset
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[WIP] complex_webqa - Error zipfile.BadZipFile: Bad CRC-32
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Lambada
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Added LAMBADA dataset. A couple of points of attention (mostly because I am not sure) - The training data are compressed in a .tar file inside the main tar.gz file. I had to manually un-tar the training file to access the examples. - The dev and test splits don't have the `category` field so I put `None` by defaul...
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Add weibo NER dataset
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Add the Multilingual Amazon Reviews Corpus
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- **Name:** Multilingual Amazon Reviews Corpus* (`amazon_reviews_multi`) - **Description:** A collection of Amazon reviews in English, Japanese, German, French, Spanish and Chinese. - **Paper:** https://arxiv.org/abs/2010.02573 ### Checkbox - [x] Create the dataset script `/datasets/my_dataset/my_dataset.py` us...
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Hello
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add inquisitive
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Adding inquisitive qg dataset More info: https://github.com/wjko2/INQUISITIVE
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Add Turku NLP Corpus for Finnish NER
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Add DART
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- **Name:** *DART* - **Description:** *DART is a large dataset for open-domain structured data record to text generation.* - **Paper:** *https://arxiv.org/abs/2007.02871* - **Data:** *https://github.com/Yale-LILY/dart#leaderboard* ### Checkbox - [x] Create the dataset script `/datasets/my_dataset/my_dataset.py...
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Add CC-100 dataset
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Add CC-100. Close #773
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Add XOR QA Dataset
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Added XOR Question Answering Dataset. The link to the dataset can be found [here](https://nlp.cs.washington.edu/xorqa/) - [x] Followed the instructions in CONTRIBUTING.md - [x] Ran the tests successfully - [x] Created the dummy data
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add dream dataset
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Adding Dream: a Dataset and for Dialogue-Based Reading Comprehension More details: https://dataset.org/dream/ https://github.com/nlpdata/dream
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wrong length with datasets
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Hi I have a MRPC dataset which I convert it to seq2seq format, then this is of this format: `Dataset(features: {'src_texts': Value(dtype='string', id=None), 'tgt_texts': Value(dtype='string', id=None)}, num_rows: 10) ` I feed it to a dataloader: ``` dataloader = DataLoader( train_dataset, ...
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Add conll2002
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Adding the Conll2002 dataset for NER. More info here : https://www.clips.uantwerpen.be/conll2002/ner/ ### Checkbox - [x] Create the dataset script `/datasets/my_dataset/my_dataset.py` using the template - [x] Fill the `_DESCRIPTION` and `_CITATION` variables - [x] Implement `_infos()`, `_split_generators()` ...
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Addition of Concode Dataset
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##Overview Concode Dataset contains pairs of Nl Queries and the corresponding Code.(Contextual Code Generation) Reference Links Paper Link = https://arxiv.org/pdf/1904.09086.pdf Github Link =https://github.com/microsoft/CodeXGLUE/tree/main/Text-Code/text-to-code
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Add Swedish NER Corpus
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Shall we change the hashing to encoding to reduce potential replicated cache files?
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Hi there. For now, we are using `xxhash` to hash the transformations to fingerprint and we will save a copy of the processed dataset to disk if there is a new hash value. However, there are some transformations that are idempotent or commutative to each other. I think that encoding the transformation chain as the finge...
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Add list_github_datasets api for retrieving dataset name list in github repo
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Thank you for your great effort on unifying data processing for NLP! This pr is trying to add a new api `list_github_datasets` in the `inspect` module. The reason for it is that the current `list_datasets` api need to access https://huggingface.co/api/datasets to get a large json. However, this connection can be rea...
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My new dataset PEC
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A new dataset PEC published in EMNLP 2020.
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datasets module not found
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Currently, running `from datasets import load_dataset` will throw a `ModuleNotFoundError: No module named 'datasets'` error.
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Grindr meeting app web.Grindr
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## Adding a Dataset - **Name:** *name of the dataset* - **Description:** *short description of the dataset (or link to social media or blog post)* - **Paper:** *link to the dataset paper if available* - **Data:** *link to the Github repository or current dataset location* - **Motivation:** *what are some good reasons t...
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Add FiNER dataset
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Hi, this PR adds "A Finnish News Corpus for Named Entity Recognition" as new `finer` dataset. The dataset is described in [this paper](https://arxiv.org/abs/1908.04212). The data is publicly available in [this GitHub](https://github.com/mpsilfve/finer-data). Notice: they provide two testsets. The additional te...
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Add dependency on black for tests
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Add package 'black' as an installation requirement for tests.
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Remove os.path.join from all URLs
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Remove `os.path.join` from all URLs in dataset scripts.
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Fix url with backslash in windows for blimp and pg19
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Following #903 I also fixed blimp and pg19 which were using the `os.path.join` to create urls cc @albertvillanova
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Disallow backslash in urls
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Following #903 @albertvillanova noticed that there are sometimes bad usage of `os.path.join` in datasets scripts to create URLS. However this should be avoided since it doesn't work on windows. I'm suggesting a test to make sure we that all the urls don't have backslashes in them in the datasets scripts. The tests ...
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Very detailed step-by-step on how to add a dataset
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Add very detailed step-by-step instructions to add a new dataset to the library.
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Fix URL with backslash in Windows
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In Windows, `os.path.join` generates URLs containing backslashes, when the first "path" does not end with a slash. In general, `os.path.join` should be avoided to generate URLs.
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Follow cache_dir parameter to gcs downloader
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As noticed in #900 the cache_dir parameter was not followed to the downloader in the case of an already processed dataset hosted on our google storage (one of them is natural questions). Fix #900
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Addition of Nl2Bash Dataset
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## Overview The NL2Bash data contains over 10,000 instances of linux shell commands and their corresponding natural language descriptions provided by experts, from the Tellina system. The dataset features 100+ commonly used shell utilities. ## Footnotes The following dataset marks the first ML on source code related...
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datasets.load_dataset() custom chaching directory bug
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Hello, I'm having issue with loading a dataset with a custom `cache_dir`. Despite specifying the output dir, it is still downloaded to `~/.cache`. ## Environment info - `datasets` version: 1.1.3 - Platform: Linux-4.19.129-aufs-1-x86_64-with-debian-10.1 - Python version: 3.7.3 ## The code I'm running: ```p...
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Allow arrow based builder in auto dummy data generation
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Following #898 I added support for arrow based builder for the auto dummy data generator
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Adding SQA dataset
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As discussed in #880 Seems like automatic dummy-data generation doesn't work if the builder is a `ArrowBasedBuilder`, do you think you could take a look @lhoestq ?
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Dataset viewer issues
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I was looking through the dataset viewer and I like it a lot. Version numbers, citation information, everything's there! I've spotted a few issues/bugs though: - the URL is still under `nlp`, perhaps an alias for `datasets` can be made - when I remove a **feature** (and the feature list is empty), I get an error. T...
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896
Add template and documentation for dataset card
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This PR adds a template for dataset cards, as well as a guide to filling out the template and a completed example for the ELI5 dataset, building on the work of @mcmillanmajora New pull requests adding datasets should now have a README.md file which serves both to hold the tags we will have to index the datasets and...
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895
Better messages regarding split naming
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I made explicit the error message when a bad split name is used. Also I wanted to allow the `-` symbol for split names but actually this symbol is used to name the arrow files `{dataset_name}-{dataset_split}.arrow` so we should probably keep it this way, i.e. not allowing the `-` symbol in split names. Moreover in t...
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Allow several tags sets
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Hi ! Currently we have three dataset cards : snli, cnn_dailymail and allocine. For each one of those datasets a set of tag is defined. The set of tags contains fields like `multilinguality`, `task_ids`, `licenses` etc. For certain datasets like `glue` for example, there exist several configurations: `sst2`, `mnl...
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add metrec: arabic poetry dataset
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892
Add a few datasets of reference in the documentation
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I started making a small list of various datasets of reference in the documentation. Since many datasets share a lot in common I think it's good to have a list of datasets scripts to get some inspiration from. Let me know what you think, and if you have ideas of other datasets that we may add to this list, please l...
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891
gitignore .python-version
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ignore `.python-version` added by `pyenv`
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890
Add LER
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889
Optional per-dataset default config name
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This PR adds a `DEFAULT_CONFIG_NAME` class attribute to `DatasetBuilder`. This allows a dataset to have a specified default config name when a dataset has more than one config but the user does not specify it. For example, after defining `DEFAULT_CONFIG_NAME = "combined"` in PolyglotNER, a user can now do the following...
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888
Nested lists are zipped unexpectedly
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I might misunderstand something, but I expect that if I define: ```python "top": datasets.features.Sequence({ "middle": datasets.features.Sequence({ "bottom": datasets.Value("int32") }) }) ``` And I then create an example: ```python yield 1, { "top": [{ "middle": [ {"bottom": 1}, ...
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