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371
Fix cached file path for metrics with different config names
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2020-07-10T10:02:24
2020-07-10T13:45:22
2020-07-10T13:45:20
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The config name was not taken into account to build the cached file path. It should fix #368
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370
Allow indexing Dataset via np.ndarray
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can't load local dataset: pyarrow.lib.ArrowInvalid: straddling object straddles two block boundaries
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2020-07-09T16:16:53
2020-12-15T23:07:22
2020-07-10T14:52:06
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Trying to load a local SQuAD-formatted dataset (from a JSON file, about 60MB): ``` dataset = nlp.load_dataset(path='json', data_files={nlp.Split.TRAIN: ["./path/to/file.json"]}) ``` causes ``` Traceback (most recent call last): File "dataloader.py", line 9, in <module> ["./path/to/file.json"]}) File "/...
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load_metric can't acquire lock anymore
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2020-07-09T14:04:09
2020-07-10T13:45:20
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I can't load metric (glue) anymore after an error in a previous run. I even removed the whole cache folder `/home/XXX/.cache/huggingface/`, and the issue persisted. What are the steps to fix this? Traceback (most recent call last): File "/home/XXX/miniconda3/envs/ML-DL-py-3.7/lib/python3.7/site-packages/n...
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Update Xtreme to add PAWS-X es
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2020-07-09T12:14:37
2020-07-09T12:37:11
2020-07-09T12:37:10
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This PR adds the `PAWS-X.es` in the Xtreme dataset #362
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Add quora dataset
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2020-07-09T10:34:22
2020-07-13T17:35:21
2020-07-13T17:35:21
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Added the [Quora question pairs dataset](https://www.quora.com/q/quoradata/First-Quora-Dataset-Release-Question-Pairs). Implementation Notes: - I used the original version provided on the quora website. There's also a [Kaggle competition](https://www.kaggle.com/c/quora-question-pairs) which has a nice train/test sp...
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How to augment data ?
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2020-07-09T07:52:37
2020-07-10T09:12:07
2020-07-10T08:22:15
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Is there any clean way to augment data ? For now my work-around is to use batched map, like this : ```python def aug(samples): # Simply copy the existing data to have x2 amount of data for k, v in samples.items(): samples[k].extend(v) return samples dataset = dataset.map(aug, batched=T...
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add MS MARCO dataset
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2020-07-09T07:11:19
2020-08-06T06:15:49
2020-08-06T06:15:48
CONTRIBUTOR
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This PR adds the MS MARCO dataset as requested in this issue #336. MS mARCO has multiple task including: - Passage and Document Retrieval - Keyphrase Extraction - QA and NLG This PR only adds the 2 versions of the QA and NLG task dataset which was realeased with the original paper here https://arxiv.org/pd...
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Adding support for generic multi dimensional tensors and auxillary image data for multimodal datasets
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2020-07-09T07:10:30
2020-08-24T09:59:35
2020-08-24T09:59:35
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nlp/features.py: The main factory class is MultiArray, every single time this class is called, a corresponding pyarrow extension array and type class is generated (and added to the list of globals for future use) for a given root data type and set of dimensions/shape. I provide examples on working with this in datas...
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[dateset subset missing] xtreme paws-x
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2020-07-09T05:04:54
2020-07-09T12:38:42
2020-07-09T12:38:42
CONTRIBUTOR
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I tried nlp.load_dataset('xtreme', 'PAWS-X.es') but get the value error It turns out that the subset for Spanish is missing https://github.com/google-research-datasets/paws/tree/master/pawsx
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🐛 [Metrics] ROUGE is non-deterministic
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2020-07-09T04:39:37
2020-07-20T23:48:37
2020-07-20T23:48:37
NONE
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If I run the ROUGE metric 2 times, with same predictions / references, the scores are slightly different. Refer to [this Colab notebook](https://colab.research.google.com/drive/1wRssNXgb9ldcp4ulwj-hMJn0ywhDOiDy?usp=sharing) for reproducing the problem. Example of F-score for ROUGE-1, ROUGE-2, ROUGE-L in 2 differe...
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[Feature request] Add dataset.ragged_map() function for many-to-many transformations
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2020-07-09T01:04:43
2020-07-09T19:31:51
2020-07-09T19:31:51
CONTRIBUTOR
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`dataset.map()` enables one-to-one transformations. Input one example and output one example. This is helpful for tokenizing and cleaning individual lines. `dataset.filter()` enables one-to-(one-or-none) transformations. Input one example and output either zero/one example. This is helpful for removing portions from t...
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ArrowBasedBuilder _prepare_split parse_schema breaks on nested structures
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2020-07-08T23:24:05
2020-07-10T14:52:06
2020-07-10T14:52:06
NONE
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I tried using the Json dataloader to load some JSON lines files. but get an exception in the parse_schema function. ``` --------------------------------------------------------------------------- ValueError Traceback (most recent call last) <ipython-input-23-9aecfbee53bd> in <mo...
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Starting to add some real doc
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2020-07-08T22:53:03
2020-07-14T09:58:17
2020-07-14T09:58:15
MEMBER
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Adding a lot of documentation for: - load a dataset - explore the dataset object - process data with the dataset - add a new dataset script - share a dataset script - full package reference This version of the doc can be explored here: https://2219-250213286-gh.circle-artifacts.com/0/docs/_build/html/index.htm...
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357
Add hashes to cnn_dailymail
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2020-07-08T22:45:21
2020-07-13T14:16:38
2020-07-13T14:16:38
CONTRIBUTOR
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The URL hashes are helpful for comparing results from other sources.
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356
Add text dataset
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2020-07-08T19:21:53
2020-07-10T14:19:03
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Usage: ```python from nlp import load_dataset dset = load_dataset("text", data_files="/path/to/file.txt")["train"] ``` I created a dummy_data.zip which contains three files: `train.txt`, `test.txt`, `dev.txt`. Each of these contains two lines. It passes ```bash RUN_SLOW=1 pytest tests/test_dataset_common...
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can't load SNLI dataset
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2020-07-08T16:54:14
2020-07-18T05:15:57
2020-07-15T07:59:01
CONTRIBUTOR
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`nlp` seems to load `snli` from some URL based on nlp.stanford.edu. This subdomain is frequently down -- including right now, when I'd like to load `snli` in a Colab notebook, but can't. Is there a plan to move these datasets to huggingface servers for a more stable solution? Btw, here's the stack trace: ``` ...
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More faiss control
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2020-07-08T14:45:20
2020-07-09T09:54:54
2020-07-09T09:54:51
MEMBER
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Allow users to specify a faiss index they created themselves, as sometimes indexes can be composite for examples
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[Dataset requests] New datasets for Text Classification
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2020-07-08T12:17:58
2020-10-20T03:41:23
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We are missing a few datasets for Text Classification which is an important field. Namely, it would be really nice to add: - TREC-6 dataset (see here for instance: https://pytorchnlp.readthedocs.io/en/latest/source/torchnlp.datasets.html#torchnlp.datasets.trec_dataset) **[done]** - Yelp-5 - Movie review (Movie R...
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🐛[BugFix]fix seqeval
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2020-07-08T09:12:12
2020-07-16T08:26:46
2020-07-16T08:26:46
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Fix seqeval process labels such as 'B', 'B-ARGM-LOC'
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add pandas dataset
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2020-07-07T15:38:07
2020-07-08T14:15:16
2020-07-08T14:15:15
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Create a dataset from serialized pandas dataframes. Usage: ```python from nlp import load_dataset dset = load_dataset("pandas", data_files="df.pkl")["train"] ```
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add from_pandas and from_dict
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2020-07-07T15:03:53
2020-07-08T14:14:33
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I added two new methods to the `Dataset` class: - `from_pandas()` to create a dataset from a pandas dataframe - `from_dict()` to create a dataset from a dictionary (keys = columns) It uses the `pa.Table.from_pandas` and `pa.Table.from_pydict` funcitons to do so. It is also possible to specify the features types v...
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Hyperpartisan news detection
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2020-07-07T11:06:37
2020-07-07T20:47:27
2020-07-07T14:57:11
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Adding the hyperpartisan news detection dataset from PAN. This contains news article text, labelled with whether they're hyper-partisan and why kinds of biases they display. Implementation notes: - As with many PAN tasks, the data is hosted on [Zenodo](https://zenodo.org/record/1489920) and must be requested before...
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Add OSCAR dataset
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2020-07-07T09:22:07
2021-05-03T22:07:08
2021-02-09T10:19:19
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I don't know if tests pass, when I run them it tries to download the whole corpus which is around 3.5TB compressed and I don't have that kind of space. I'll really need some help with it 😅 Thanks!
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'cp950' codec error from load_dataset('xtreme', 'tydiqa')
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2020-07-07T08:14:23
2020-09-07T14:51:45
2020-09-07T14:51:45
CONTRIBUTOR
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![image](https://user-images.githubusercontent.com/50871412/86744744-67481680-c06c-11ea-8612-b77eba92a392.png) I guess the error is related to python source encoding issue that my PC is trying to decode the source code with wrong encoding-decoding tools, perhaps : https://www.python.org/dev/peps/pep-0263/ I gues...
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346
Add emotion dataset
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2020-07-07T06:35:41
2021-04-23T07:13:43
2020-07-13T14:39:38
MEMBER
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Hello 🤗 team! I am trying to add an emotion classification dataset ([link](https://github.com/dair-ai/emotion_dataset)) to `nlp` but I am a bit stuck about what I should do when the URL for the dataset is not a ZIP file, but just a pickled `pandas.DataFrame` (see [here](https://www.dropbox.com/s/607ptdakxuh5i4s/me...
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Supporting documents in ELI5
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2020-07-06T19:14:13
2020-10-27T15:38:45
2020-10-27T15:38:45
NONE
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I was attempting to use the ELI5 dataset, when I realized that huggingface does not provide the supporting documents (the source documents from the common crawl). Without the supporting documents, this makes the dataset about as useful for my project as a block of cheese, or some other more apt metaphor. According to ...
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Search qa
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2020-07-06T12:23:16
2020-07-16T08:58:16
2020-07-16T08:58:16
CONTRIBUTOR
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This PR adds the Search QA dataset used in **SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine**. The dataset has the following config name: - raw_jeopardy: raw data - train_test_val: which is the splitted version #336
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Fix nested tensorflow format
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2020-07-06T10:13:45
2020-07-06T13:11:52
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In #339 and #337 we are thinking about adding a way to export datasets to tfrecords. However I noticed that it was not possible to do `dset.set_format("tensorflow")` on datasets with nested features like `squad`. I fixed that using a nested map operations to convert features to `tf.ragged.constant`. I also added ...
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Features should be updated when `map()` changes schema
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2020-07-06T08:03:23
2020-07-23T10:15:16
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MEMBER
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`dataset.map()` can change the schema and column names. We should update the features in this case (with what is possible to infer).
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add fever dataset
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2020-07-03T13:53:07
2020-07-06T13:03:48
2020-07-06T13:03:47
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This PR add the FEVER dataset https://fever.ai/ used in with the paper: FEVER: a large-scale dataset for Fact Extraction and VERification (https://arxiv.org/pdf/1803.05355.pdf). #336
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Update cfq.py
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2020-07-03T11:23:19
2020-07-03T12:33:50
2020-07-03T12:33:50
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Make the dataset name consistent with in the paper: Compositional Freebase Question => Compositional Freebase Questions.
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Add dataset.export() to TFRecords
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2020-07-02T19:26:27
2020-07-22T09:16:12
2020-07-22T09:16:12
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Fixes https://github.com/huggingface/nlp/issues/337 Some design decisions: - Simplified the function API to not handle sharding. It writes the entire dataset as a single TFRecord file. This simplifies the function logic and users can use other functions (`select`, `shard`, etc) to handle custom sharding or splitt...
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Run `make style`
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2020-07-02T16:19:47
2020-07-02T18:03:10
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These files get changed when I run `make style` on an unrelated PR. Upstreaming these changes so development on a different branch can be easier.
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[Feature request] Export Arrow dataset to TFRecords
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2020-07-02T15:47:12
2020-07-22T09:16:12
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CONTRIBUTOR
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The TFRecord generation process is error-prone and requires complex separate Python scripts to download and preprocess the data. I propose to combine the user-friendly features of `nlp` with the speed and efficiency of TFRecords. Sample API: ```python # use these existing methods ds = load_dataset("wikitext", "wik...
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[Dataset requests] New datasets for Open Question Answering
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2020-07-02T13:03:03
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We are still a few datasets missing for Open-Question Answering which is currently a field in strong development. Namely, it would be really nice to add: - WebQuestions (Berant et al., 2013) [done] - CuratedTrec (Baudis et al. 2015) [not open-source] - MS-MARCO (NGuyen et al. 2016) [done] - SearchQA (Dunn et al....
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BioMRC Dataset presented in BioNLP 2020 ACL Workshop
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2020-07-15T08:02:07
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334
Add dataset.shard() method
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2020-07-02T06:05:19
2020-07-06T12:35:36
2020-07-06T12:35:36
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Fixes https://github.com/huggingface/nlp/issues/312
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fix variable name typo
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2020-07-01T19:13:50
2020-07-24T15:43:31
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332
Add wiki_dpr
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2020-07-01T17:12:00
2020-07-06T12:21:17
2020-07-06T12:21:16
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Presented in the [Dense Passage Retrieval paper](https://arxiv.org/pdf/2004.04906.pdf), this dataset consists in 21M passages from the english wikipedia along with their 768-dim embeddings computed using DPR's context encoder. Note on the implementation: - There are two configs: with and without the embeddings (73G...
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Loading CNN/Daily Mail dataset produces `nlp.utils.info_utils.NonMatchingSplitsSizesError`
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2020-06-30T22:21:33
2020-07-09T13:03:40
2020-07-09T13:03:40
CONTRIBUTOR
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``` >>> import nlp >>> nlp.load_dataset('cnn_dailymail', '3.0.0') Downloading and preparing dataset cnn_dailymail/3.0.0 (download: 558.32 MiB, generated: 1.26 GiB, total: 1.81 GiB) to /u/jm8wx/.cache/huggingface/datasets/cnn_dailymail/3.0.0/3.0.0... Traceback (most recent call last): File "<stdin>", line 1, in...
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Doc red
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2020-06-30T22:05:31
2020-07-06T12:10:39
2020-07-05T12:27:29
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Adding [DocRED](https://github.com/thunlp/DocRED) - a relation extraction dataset which tests document-level RE. A few implementation notes: - There are 2 separate versions of the training set - *annotated* and *distant*. Instead of `nlp.Split.Train` I've used the splits `"train_annotated"` and `"train_distant"` to ...
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[Bug] FileLock dependency incompatible with filesystem
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2020-06-30T19:45:31
2020-07-01T06:55:58
2020-06-30T21:33:06
CONTRIBUTOR
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I'm downloading a dataset successfully with `load_dataset("wikitext", "wikitext-2-raw-v1")` But when I attempt to cache it on an external volume, it hangs indefinitely: `load_dataset("wikitext", "wikitext-2-raw-v1", cache_dir="/fsx") # /fsx is an external volume mount` The filesystem when hanging looks like thi...
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Fork dataset
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2020-06-30T16:42:53
2020-07-06T21:43:59
2020-07-06T21:43:59
NONE
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We have a multi-task learning model training I'm trying to convert to using the Arrow-based nlp dataset. We're currently training a custom TensorFlow model but the nlp paradigm should be a bridge for us to be able to use the wealth of pre-trained models in Transformers. Our preprocessing flow parses raw text and...
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327
set seed for suffling tests
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2020-06-30T16:21:34
2020-07-02T08:34:05
2020-07-02T08:34:04
MEMBER
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Some tests were randomly failing because of a missing seed in a test for `train_test_split(shuffle=True)`
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Large dataset in Squad2-format
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2020-06-30T12:18:59
2020-07-09T09:01:50
2020-07-09T09:01:50
NONE
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At the moment we are building an large question answering dataset and think about sharing it with the huggingface community. Caused the computing power we splitted it into multiple tiles, but they are all in the same format. Right now the most important facts about are this: - Contexts: 1.047.671 - questions: 1.677...
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Add SQuADShifts dataset
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2020-06-29T19:11:16
2020-06-30T17:07:31
2020-06-30T17:07:31
CONTRIBUTOR
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This PR adds the four new variants of the SQuAD dataset used in [The Effect of Natural Distribution Shift on Question Answering Models](https://arxiv.org/abs/2004.14444) to facilitate evaluating model robustness to distribution shift.
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Error when calculating glue score
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2020-06-29T16:53:48
2020-07-09T09:13:34
2020-07-09T09:13:34
NONE
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I was trying glue score along with other metrics here. But glue gives me this error; ``` import nlp glue_metric = nlp.load_metric('glue',name="cola") glue_score = glue_metric.compute(predictions, references) ``` ``` --------------------------------------------------------------------------- --------------...
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Add package path to sys when downloading package as github archive
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2020-06-29T16:46:01
2020-07-30T14:00:23
2020-07-30T14:00:23
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This fixes the `coval.py` metric so that imports within the downloaded module work correctly. We can use a similar trick to add the BLEURT metric (@ankparikh) @thomwolf not sure how you feel about adding to the `PYTHONPATH` from the script. This is the only way I could make it work with my understanding of `importli...
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322
output nested dict in get_nearest_examples
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2020-06-29T15:47:47
2020-07-02T08:33:33
2020-07-02T08:33:32
MEMBER
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As we are using a columnar format like arrow as the backend for datasets, we expect to have a dictionary of columns when we slice a dataset like in this example: ```python my_examples = dataset[0:10] print(type(my_examples)) # >>> dict print(my_examples["my_column"][0] # >>> this is the first element of the colum...
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321
ERROR:root:mwparserfromhell
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2020-06-29T11:10:43
2020-07-23T16:28:34
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Hi, I am trying to download some wikipedia data but I got this error for spanish "es" (but there are maybe some others languages which have the same error I haven't tried all of them ). `ERROR:root:mwparserfromhell ParseError: This is a bug and should be reported. Info: C tokenizer exited with non-empty token sta...
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320
Blog Authorship Corpus, Non Matching Splits Sizes Error, nlp viewer
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2020-06-29T07:36:35
2020-06-29T14:44:42
2020-06-29T14:44:42
CONTRIBUTOR
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Selecting `blog_authorship_corpus` in the nlp viewer throws the following error: ``` NonMatchingSplitsSizesError: [{'expected': SplitInfo(name='train', num_bytes=610252351, num_examples=532812, dataset_name='blog_authorship_corpus'), 'recorded': SplitInfo(name='train', num_bytes=614706451, num_examples=535568, dat...
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319
Nested sequences with dicts
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2020-06-27T23:45:17
2020-07-03T10:22:00
2020-07-03T10:22:00
CONTRIBUTOR
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Am pretty much finished [adding a dataset](https://github.com/ghomasHudson/nlp/blob/DocRED/datasets/docred/docred.py) for [DocRED](https://github.com/thunlp/DocRED), but am getting an error when trying to add a nested `nlp.features.sequence(nlp.features.sequence({key:value,...}))`. The original data is in this form...
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Multitask
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2020-06-27T13:27:29
2021-12-02T23:24:49
null
CONTRIBUTOR
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Following our discussion in #217, I've implemented a first working version of `MultiDataset`. There's a function `build_multitask()` which takes either individual `nlp.Dataset`s or `dicts` of splits and constructs `MultiDataset`(s). I've added a notebook with example usage. I've implemented many of the `nlp.Datas...
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317
Adding a dataset with multiple subtasks
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2020-06-26T23:14:19
2020-10-27T15:36:52
2020-10-27T15:36:52
NONE
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I intent to add the datasets of the MT Quality Estimation shared tasks to `nlp`. However, they have different subtasks -- such as word-level, sentence-level and document-level quality estimation, each of which having different language pairs, and some of the data reused in different subtasks. For example, in [QE 201...
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add AG News dataset
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2020-06-26T16:11:58
2020-06-30T09:58:08
2020-06-30T08:31:55
CONTRIBUTOR
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adds support for the AG-News topic classification dataset
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[Question] Best way to batch a large dataset?
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2020-06-25T22:30:20
2020-10-27T15:38:17
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CONTRIBUTOR
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I'm training on large datasets such as Wikipedia and BookCorpus. Following the instructions in [the tutorial notebook](https://colab.research.google.com/github/huggingface/nlp/blob/master/notebooks/Overview.ipynb), I see the following recommended for TensorFlow: ```python train_tf_dataset = train_tf_dataset.filter(...
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Fixed singlular very minor spelling error
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2020-06-25T10:45:59
2020-06-26T08:46:41
2020-06-25T12:43:59
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An instance of "independantly" was changed to "independently". That's all.
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Add MWSC
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2020-06-30T08:28:11
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Adding the [Modified Winograd Schema Challenge](https://github.com/salesforce/decaNLP/blob/master/local_data/schema.txt) dataset which formed part of the [decaNLP](http://decanlp.com/) benchmark. Not sure how much use people would find for it it outside of the benchmark, but it is general purpose. Code is heavily bo...
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[Feature request] Add `shard()` method to dataset
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2020-06-24T22:48:33
2020-07-06T12:35:36
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CONTRIBUTOR
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Currently, to shard a dataset into 10 pieces on different ranks, you can run ```python rank = 3 # for example size = 10 dataset = nlp.load_dataset('wikitext', 'wikitext-2-raw-v1', split=f"train[{rank*10}%:{(rank+1)*10}%]") ``` However, this breaks down if you have a number of ranks that doesn't divide cleanly...
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Add qa_zre
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2020-06-24T22:17:22
2020-06-29T16:37:38
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Adding the QA-ZRE dataset from ["Zero-Shot Relation Extraction via Reading Comprehension"](http://nlp.cs.washington.edu/zeroshot/). A common processing step seems to be replacing the `XXX` placeholder with the `subject`. I've left this out as it's something you could easily do with `map`.
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add wikisql
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2020-06-24T18:00:35
2020-06-25T12:32:25
2020-06-25T12:32:25
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Adding the [WikiSQL](https://github.com/salesforce/WikiSQL) dataset. Interesting things to note: - Have copied the function (`_convert_to_human_readable`) which converts the SQL query to a human-readable (string) format as this is what most people will want when actually using this dataset for NLP applications. - ...
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309
Add narrative qa
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2020-06-24T17:26:18
2020-09-03T09:02:10
2020-09-03T09:02:09
NONE
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Test cases for dummy data don't pass Only contains data for summaries (not whole story)
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308
Specify utf-8 encoding for MRPC files
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2020-06-23T22:44:36
2020-06-25T12:52:21
2020-06-25T12:16:10
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Fixes #307, again probably a Windows-related issue.
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307
Specify encoding for MRPC
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2020-06-23T22:24:49
2020-06-25T12:16:09
2020-06-25T12:16:09
CONTRIBUTOR
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Same as #242, but with MRPC: on Windows, I get a `UnicodeDecodeError` when I try to download the dataset: ```python dataset = nlp.load_dataset('glue', 'mrpc') ``` ```python Downloading and preparing dataset glue/mrpc (download: Unknown size, generated: Unknown size, total: Unknown size) to C:\Users\Python\.cache...
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306
add pg19 dataset
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2020-06-23T22:03:52
2020-07-06T07:55:59
2020-07-06T07:55:59
CONTRIBUTOR
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https://github.com/huggingface/nlp/issues/274 Add functioning PG19 dataset with dummy data `cos_e.py` was just auto-linted by `make style`
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Importing downloaded package repository fails
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2020-06-23T21:09:05
2020-07-30T16:44:23
2020-07-30T16:44:23
MEMBER
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The `get_imports` function in `src/nlp/load.py` has a feature to download a package as a zip archive of the github repository and import functions from the unpacked directory. This is used for example in the `metrics/coval.py` file, and would be useful to add BLEURT (@ankparikh). Currently however, the code seems to...
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304
Problem while printing doc string when instantiating multiple metrics.
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2020-06-23T19:32:05
2020-07-22T09:50:58
2020-07-22T09:50:58
CONTRIBUTOR
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When I load more than one metric and try to print doc string of a particular metric,. It shows the doc strings of all imported metric one after the other which looks quite confusing and clumsy. Attached [Colab](https://colab.research.google.com/drive/13H0ZgyQ2se0mqJ2yyew0bNEgJuHaJ8H3?usp=sharing) Notebook for problem ...
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303
allow to move files across file systems
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2020-06-23T14:56:08
2020-06-23T15:08:44
2020-06-23T15:08:43
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Users are allowed to use the `cache_dir` that they want. Therefore it can happen that we try to move files across filesystems. We were using `os.rename` that doesn't allow that, so I changed some of them to `shutil.move`. This should fix #301
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302
Question - Sign Language Datasets
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2020-06-23T14:53:40
2020-11-25T11:25:33
2020-11-25T11:25:33
CONTRIBUTOR
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An emerging field in NLP is SLP - sign language processing. I was wondering about adding datasets here, specifically because it's shaping up to be large and easily usable. The metrics for sign language to text translation are the same. So, what do you think about (me, or others) adding datasets here? An exa...
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301
Setting cache_dir gives error on wikipedia download
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2020-06-23T11:31:44
2020-06-24T07:05:07
2020-06-24T07:05:07
NONE
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First of all thank you for a super handy library! I'd like to download large files to a specific drive so I set `cache_dir=my_path`. This works fine with e.g. imdb and squad. But on wikipedia I get an error: ``` nlp.load_dataset('wikipedia', '20200501.de', split = 'train', cache_dir=my_path) ``` ``` OSError ...
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300
Fix bertscore references
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2020-06-23T09:38:59
2020-06-23T14:47:38
2020-06-23T14:47:37
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I added some type checking for metrics. There was an issue where a metric could interpret a string a a list. A `ValueError` is raised if a string is given instead of a list. Moreover I added support for both strings and lists of strings for `references` in `bertscore`, as it is the case in the original code. Both...
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299
remove some print in snli file
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2020-06-23T07:46:06
2020-06-23T08:10:46
2020-06-23T08:10:44
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This PR removes unwanted `print` statements in some files such as `snli.py`
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298
Add searchable datasets
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2020-06-23T07:33:03
2020-06-26T07:50:44
2020-06-26T07:50:43
MEMBER
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# Better support for Numpy format + Add Indexed Datasets I was working on adding Indexed Datasets but in the meantime I had to also add more support for Numpy arrays in the lib. ## Better support for Numpy format New features: - New fast method to convert Numpy arrays from Arrow structure (up to x100 speed up...
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297
Error in Demo for Specific Datasets
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2020-06-23T00:38:42
2020-07-17T17:43:06
2020-07-17T17:43:06
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Selecting `natural_questions` or `newsroom` dataset in the online demo results in an error similar to the following. ![image](https://user-images.githubusercontent.com/60150701/85347842-ac861900-b4ae-11ea-98c4-a53a00934783.png)
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snli -1 labels
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2020-06-22T23:33:30
2020-06-23T14:41:59
2020-06-23T14:41:58
CONTRIBUTOR
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I'm trying to train a model on the SNLI dataset. Why does it have so many -1 labels? ``` import nlp from collections import Counter data = nlp.load_dataset('snli')['train'] print(Counter(data['label'])) Counter({0: 183416, 2: 183187, 1: 182764, -1: 785}) ```
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295
Improve input warning for evaluation metrics
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2020-06-22T17:28:57
2020-06-23T14:47:37
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Hi, I am the author of `bert_score`. Recently, we received [ an issue ](https://github.com/Tiiiger/bert_score/issues/62) reporting a problem in using `bert_score` from the `nlp` package (also see #238 in this repo). After looking into this, I realized that the problem arises from the format `nlp.Metric` takes inpu...
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Cannot load arxiv dataset on MacOS?
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2020-06-22T15:46:55
2020-06-30T15:25:10
2020-06-30T15:25:10
NONE
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I am having trouble loading the `"arxiv"` config from the `"scientific_papers"` dataset on MacOS. When I try loading the dataset with: ```python arxiv = nlp.load_dataset("scientific_papers", "arxiv") ``` I get the following stack trace: ```bash JSONDecodeError Traceback (most recen...
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Don't test community datasets
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2020-06-22T10:15:33
2020-06-22T11:07:00
2020-06-22T11:06:59
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This PR disables testing for community datasets on aws. It should fix the CI that is currently failing.
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Update metadata for x_stance dataset
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2020-06-22T09:13:26
2020-06-23T08:07:24
2020-06-23T08:07:24
CONTRIBUTOR
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Thank you for featuring the x_stance dataset in your library. This PR updates some metadata: - Citation: Replace preprint with proceedings - URL: Use a URL with long-term availability
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break statement not required
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2020-06-22T01:40:55
2020-06-23T17:57:58
2020-06-23T09:37:02
NONE
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ConnectionError - Eli5 dataset download
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2020-06-19T13:40:33
2020-06-20T13:22:24
2020-06-20T13:22:24
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Hi, I have a problem with downloading Eli5 dataset. When typing `nlp.load_dataset('eli5')`, I get ConnectionError: Couldn't reach https://storage.googleapis.com/huggingface-nlp/cache/datasets/eli5/LFQA_reddit/1.0.0/explain_like_im_five-train_eli5.arrow I would appreciate if you could help me with this issue.
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update xsum
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2020-06-19T12:28:32
2020-06-22T13:27:26
2020-06-22T07:20:07
CONTRIBUTOR
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This PR makes the following update to the xsum dataset: - Manual download is not required anymore - dataset can be loaded as follow: `nlp.load_dataset('xsum')` **Important** Instead of using on outdated url to download the data: "https://raw.githubusercontent.com/EdinburghNLP/XSum/master/XSum-Dataset/XSum...
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Error at the first example in README: AttributeError: module 'dill' has no attribute '_dill'
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2020-06-19T11:01:22
2020-06-21T09:05:11
2020-06-21T09:05:11
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/Users/parasol_tree/anaconda3/lib/python3.6/site-packages/tensorflow/python/framework/dtypes.py:469: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'. _np_qint8 = np.dtype([("qint8", np.int8, 1)]) /Users/...
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fix squad_v2 metric
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2020-06-19T08:24:46
2020-06-19T08:33:43
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Fix #280 The imports were wrong
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286
Add ANLI dataset.
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2020-06-18T22:27:30
2020-06-22T12:23:27
2020-06-22T12:23:27
CONTRIBUTOR
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I completed all the steps in https://github.com/huggingface/nlp/blob/master/CONTRIBUTING.md#how-to-add-a-dataset and push the code for ANLI. Please let me know if there are any errors.
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285
Consistent formatting of citations
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2020-06-18T16:25:23
2020-06-22T08:09:25
2020-06-22T08:09:24
CONTRIBUTOR
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#283
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284
Fix manual download instructions
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2020-06-18T15:59:57
2020-06-19T08:24:21
2020-06-19T08:24:19
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This PR replaces the static `DatasetBulider` variable `MANUAL_DOWNLOAD_INSTRUCTIONS` by a property function `manual_download_instructions()`. Some datasets like XTREME and all WMT need the manual data dir only for a small fraction of the possible configs. After some brainstorming with @mariamabarham and @lhoestq...
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283
Consistent formatting of citations
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2020-06-18T14:48:45
2020-06-22T17:30:46
2020-06-22T17:30:46
CONTRIBUTOR
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The citations are all of a different format, some have "```" and have text inside, others are proper bibtex. Can we make it so that they all are proper citations, i.e. parse by the bibtex spec: https://bibtexparser.readthedocs.io/en/master/
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282
Update dataset_info from gcs
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2020-06-18T13:41:15
2020-06-18T16:24:52
2020-06-18T16:24:51
MEMBER
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Some datasets are hosted on gcs (wikipedia for example). In this PR I make sure that, when a user loads such datasets, the file_instructions are built using the dataset_info.json from gcs and not from the info extracted from the local `dataset_infos.json` (the one that contain the info for each config). Indeed local fi...
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281
Private/sensitive data
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2020-06-18T09:47:27
2020-06-20T13:15:12
2020-06-20T13:15:12
NONE
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Hi all, Thanks for this fantastic library, it makes it very easy to do prototyping for NLP projects interchangeably between TF/Pytorch. Unfortunately, there is data that cannot easily be shared publicly as it may contain sensitive information. Is there support/a plan to support such data with NLP, e.g. by readin...
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280
Error with SquadV2 Metrics
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2020-06-17T19:10:54
2020-06-19T08:33:41
2020-06-19T08:33:41
NONE
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I can't seem to import squad v2 metrics. **squad_metric = nlp.load_metric('squad_v2')** **This throws me an error.:** ``` ImportError Traceback (most recent call last) <ipython-input-8-170b6a170555> in <module> ----> 1 squad_metric = nlp.load_metric('squad_v2') ~/env/lib6...
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279
Dataset Preprocessing Cache with .map() function not working as expected
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2020-06-17T17:17:21
2021-07-06T21:43:28
2021-04-18T23:43:49
NONE
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I've been having issues with reproducibility when loading and processing datasets with the `.map` function. I was only able to resolve them by clearing all of the cache files on my system. Is there a way to disable using the cache when processing a dataset? As I make minor processing changes on the same dataset, I ...
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278
MemoryError when loading German Wikipedia
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2020-06-17T15:06:21
2020-06-19T12:53:02
2020-06-19T12:53:02
NONE
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Hi, first off let me say thank you for all the awesome work you're doing at Hugging Face across all your projects (NLP, Transformers, Tokenizers) - they're all amazing contributions to us working with NLP models :) I'm trying to download the German Wikipedia dataset as follows: ``` wiki = nlp.load_dataset("wikip...
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Empty samples in glue/qqp
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2020-06-17T05:54:52
2020-06-21T00:21:45
2020-06-21T00:21:45
CONTRIBUTOR
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``` qqp = nlp.load_dataset('glue', 'qqp') print(qqp['train'][310121]) print(qqp['train'][362225]) ``` ``` {'question1': 'How can I create an Android app?', 'question2': '', 'label': 0, 'idx': 310137} {'question1': 'How can I develop android app?', 'question2': '', 'label': 0, 'idx': 362246} ``` Notice that que...
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276
Fix metric compute (original_instructions missing)
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2020-06-16T08:52:01
2020-06-18T07:41:45
2020-06-18T07:41:44
MEMBER
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When loading arrow data we added in cc8d250 a way to specify the instructions that were used to store them with the loaded dataset. However metrics load data the same way but don't need instructions (we use one single file). In this PR I just make `original_instructions` optional when reading files to load a `Datas...
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NonMatchingChecksumError when loading pubmed dataset
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2020-06-16T07:31:51
2020-06-19T07:37:07
2020-06-19T07:37:07
NONE
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I get this error when i run `nlp.load_dataset('scientific_papers', 'pubmed', split = 'train[:50%]')`. The error is: ``` --------------------------------------------------------------------------- NonMatchingChecksumError Traceback (most recent call last) <ipython-input-2-7742dea167d0> in <module...
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PG-19
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2020-06-15T21:02:26
2020-07-06T15:35:02
2020-07-06T15:35:02
CONTRIBUTOR
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Hi, and thanks for all your open-sourced work, as always! I was wondering if you would be open to adding PG-19 to your collection of datasets. https://github.com/deepmind/pg19 It is often used for benchmarking long-range language modeling.
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273
update cos_e to add cos_e v1.0
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2020-06-15T16:03:22
2020-06-16T08:25:54
2020-06-16T08:25:52
CONTRIBUTOR
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This PR updates the cos_e dataset to add v1.0 as requested here #163 @nazneenrajani
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asd
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2020-06-14T08:20:38
2020-06-14T09:16:41
2020-06-14T09:16:41
NONE
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