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test_load_real_dataset when config has BUILDER_CONFIGS that matter
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2020-08-03T23:46:36
2020-09-07T14:53:13
2020-09-07T14:53:13
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It a dataset has custom `BUILDER_CONFIGS` with non-keyword arguments (or keyword arguments with non default values), the config is not loaded during the test and causes an error. I think the problem is that `test_load_real_dataset` calls `load_dataset` with `data_dir=temp_data_dir` ([here](https://github.com/huggingfa...
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add DoQA dataset (ACL 2020)
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2020-08-03T11:26:52
2020-09-10T17:19:11
2020-09-03T11:44:15
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add DoQA dataset (ACL 2020) http://ixa.eus/node/12931
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add crd3 dataset
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2020-08-03T11:22:10
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opening new PR for CRD3 dataset (ACL2020) to fix the circle CI problems
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add reuters21578 dataset
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2020-08-03T11:07:14
2020-09-03T10:08:03
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new PR to add the reuters21578 dataset and fix the circle CI problems.
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Adding IWSLT 2017 dataset.
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2020-08-03T09:52:39
2020-09-07T12:33:30
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Created a [IWSLT 2017](https://sites.google.com/site/iwsltevaluation2017/TED-tasks) dataset script for the *multilingual data*. ``` Bilingual data: {Arabic, German, French, Japanese, Korean, Chinese} <-> English Multilingual data: German, English, Italian, Dutch, Romanian. (Any pair) ``` I'm unsure how to h...
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invalid data type 'str' at _convert_outputs in arrow_dataset.py
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2020-08-03T07:48:29
2020-10-22T09:04:26
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I trying to build multi label text classifier model using Transformers lib. I'm using Transformers NLP to load the data set, while calling trainer.train() method. It throws the following error File "C:\***\arrow_dataset.py", line 343, in _convert_outputs v = command(v) TypeError: new(): invalid data type ...
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UnicodeDecodeError while loading PAN-X task of XTREME dataset
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2020-08-02T14:05:10
2020-08-20T08:16:08
2020-08-20T08:16:08
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Hi 🤗 team! ## Description of the problem I'm running into a `UnicodeDecodeError` while trying to load the PAN-X subset the XTREME dataset: ``` --------------------------------------------------------------------------- UnicodeDecodeError Traceback (most recent call last) <ipython-inp...
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DOCS: Fix typo
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2020-08-02T08:59:37
2020-08-02T13:52:27
2020-08-02T09:18:54
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Fix typo from dictionnary -> dictionary
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[METRICS] Various improvements on metrics
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2020-08-01T11:03:45
2020-08-17T15:15:00
2020-08-17T15:14:59
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- Disallow the use of positional arguments to avoid `predictions` vs `references` mistakes - Allow to directly feed numpy/pytorch/tensorflow/pandas objects in metrics
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Keep features after transform
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2020-07-31T14:43:21
2020-07-31T18:27:33
2020-07-31T18:27:32
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When applying a transform like `map`, some features were lost (and inferred features were used). It was the case for ClassLabel, Translation, etc. To fix that, I did some modifications in the `ArrowWriter`: - added the `update_features` parameter. When it's `True`, then the features specified by the user (if any...
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Add rename, remove and cast in-place operations
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2020-07-31T12:30:21
2020-07-31T15:50:02
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Add a bunch of in-place operation leveraging the Arrow back-end to rename and remove columns and cast to new features without using the more expensive `map` method. These methods are added to `Dataset` as well as `DatasetDict`. Added tests for these new methods and add the methods to the doc. Naming follows th...
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Add dataset/mlsum
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2020-07-31T11:50:52
2020-08-24T14:54:42
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New pull request that should correct the previous errors. The load_real_data stills fails because it is looking for a default dataset URL that does not exists, this does not happen when loading the dataset with load_dataset
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462
add DoQA (ACL 2020) dataset
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adds DoQA (ACL 2020) dataset
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Doqa
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add DoQA (ACL 2020) dataset
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Fix KeyboardInterrupt in map and bad indices in select
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2020-07-31T08:57:15
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If you interrupted a map function while it was writing, the cached file was not discarded. Therefore the next time you called map, it was loading an incomplete arrow file. We had the same issue with select if there was a bad indice at one point. To fix that I used temporary files that are renamed once everything...
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[Breaking] Update Dataset and DatasetDict API
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This PR contains a few breaking changes so it's probably good to keep it for the next (major) release: - rename the `flatten`, `drop` and `dictionary_encode_column` methods in `flatten_`, `drop_` and `dictionary_encode_column_` to indicate that these methods have in-place effects as discussed in #166. From now on we s...
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Install CoVal metric from github
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2020-07-30T16:59:25
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Changed the import statements in `coval.py` to direct the user to install the original package from github if it's not already installed (the warning will only display properly after merging [PR455](https://github.com/huggingface/nlp/pull/455)) Also changed the function call to use named rather than positional argum...
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add set_format to DatasetDict + tests
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Add the `set_format` and `formated_as` and `reset_format` to `DatasetDict`. Add tests to these for `Dataset` and `DatasetDict`. Fix some bugs uncovered by the tests for `pandas` formating.
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add crd3(ACL 2020) dataset
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This PR adds the **Critical Role Dungeons and Dragons Dataset** published at ACL 2020
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Add bleurt
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2020-07-29T18:08:32
2020-07-31T13:56:14
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This PR adds the BLEURT metric to the library. The BLEURT `Metric` downloads a TF checkpoint corresponding to its `config_name` at creation (in the `_info` function). Default is set to `bleurt-base-128`. Note that the default in the original package is `bleurt-tiny-128`, but they throw a warning and recommend usi...
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Create SECURITY.md
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add builder tests
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2020-07-29T10:22:07
2020-07-29T11:14:06
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I added `as_dataset` and `download_and_prepare` to the tests
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Guardian authorship dataset
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2020-07-29T02:23:57
2020-08-20T15:09:57
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A new dataset: Guardian news articles for authorship attribution **tests passed:** python nlp-cli dummy_data datasets/guardian_authorship --save_infos --all_configs RUN_SLOW=1 pytest tests/test_dataset_common.py::LocalDatasetTest::test_load_dataset_all_configs_guardian_authorship **Tests failed:** Real data:...
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Fix csv/json/txt cache dir
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2020-07-28T16:30:51
2020-07-29T13:57:23
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The cache dir for csv/json/txt datasets was always the same. This is an issue because it should be different depending on the data files provided by the user. To fix that, I added a line that use the hash of the data files provided by the user to define the cache dir. This should fix #444
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add sogou_news
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2020-07-29T13:30:18
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This PR adds the sogou news dataset #353
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add reuters21578 dataset
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2020-07-28T08:58:12
2020-08-03T11:10:31
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This PR adds the `Reuters_21578` dataset https://kdd.ics.uci.edu/databases/reuters21578/reuters21578.html #353 The datasets is a lit of `.sgm` files which are a bit different from xml file indeed `xml.etree` couldn't be used to read files. I consider them as text file (to avoid using external library) and read ...
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add aws load metric test
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2020-07-28T08:50:22
2020-07-28T15:02:27
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Following issue #445 Added a test to recognize import errors of all metrics
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[BugFix] fix wrong import of DEFAULT_TOKENIZER
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2020-07-28T12:58:01
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Fixed the path to `DEFAULT_TOKENIZER` #445
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[BugFix] fix wrong import of DEFAULT_TOKENIZER
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Fixed the path to `DEFAULT_TOKENIZER` #445
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DEFAULT_TOKENIZER import error in sacrebleu
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2020-07-28T07:31:30
2020-07-28T12:58:56
2020-07-28T12:58:56
CONTRIBUTOR
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Latest Version 0.3.0 When loading the metric "sacrebleu" there is an import error due to the wrong path ![image](https://user-images.githubusercontent.com/5303103/88633063-2c5e5f00-d0bd-11ea-8ca8-4704dc975433.png)
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Keep loading old file even I specify a new file in load_dataset
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2020-07-27T13:08:06
2020-07-29T13:57:22
2020-07-29T13:57:22
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I used load a file called 'a.csv' by ``` dataset = load_dataset('csv', data_file='./a.csv') ``` And after a while, I tried to load another csv called 'b.csv' ``` dataset = load_dataset('csv', data_file='./b.csv') ``` However, the new dataset seems to remain the old 'a.csv' and not loading new csv file. Even...
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Cannot unpickle saved .pt dataset with torch.save()/load()
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2020-07-27T12:13:37
2020-07-27T13:05:11
2020-07-27T13:05:11
CONTRIBUTOR
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Saving a formatted torch dataset to file using `torch.save()`. Loading the same file fails during unpickling: ```python >>> import torch >>> import nlp >>> squad = nlp.load_dataset("squad.py", split="train") >>> squad Dataset(features: {'source_text': Value(dtype='string', id=None), 'target_text': Value(dtype...
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[Suggestion] Glue Diagnostic Data with Labels
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2020-07-27T10:59:58
2020-08-24T15:13:20
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Hello! First of all, thanks for setting up this useful project! I've just realised you provide the the [Glue Diagnostics Data](https://huggingface.co/nlp/viewer/?dataset=glue&config=ax) without labels, indicating in the `GlueConfig` that you've only a test set. Yet, the data with labels is available, too (see als...
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441
Add features parameter in load dataset
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2020-07-27T09:50:01
2020-07-30T12:51:17
2020-07-30T12:51:16
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Added `features` argument in `nlp.load_dataset`. If they don't match the data type, it raises a `ValueError`. It's a draft PR because #440 needs to be merged first.
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Fix user specified features in map
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2020-07-27T09:04:26
2020-07-28T09:25:23
2020-07-28T09:25:22
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`.map` didn't keep the user specified features because of an issue in the writer. The writer used to overwrite the user specified features with inferred features. I also added tests to make sure it doesn't happen again.
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Issues: Adding a FAISS or Elastic Search index to a Dataset
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2020-07-27T04:25:17
2020-10-28T01:46:24
2020-10-28T01:46:24
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It seems the DPRContextEncoder, DPRContextEncoderTokenizer cited[ in this documentation](https://huggingface.co/nlp/faiss_and_ea.html) is not implemented ? It didnot work with the standard nlp installation . Also, I couldn't find or use it with the latest nlp install from github in Colab. Is there any dependency on t...
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New Datasets: IWSLT15+, ITTB
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2020-07-26T21:43:04
2020-08-24T15:12:15
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**Links:** [iwslt](https://pytorchnlp.readthedocs.io/en/latest/_modules/torchnlp/datasets/iwslt.html) Don't know if that link is up to date. [ittb](http://www.cfilt.iitb.ac.in/iitb_parallel/) **Motivation**: replicate mbart finetuning results (table below) ![image](https://user-images.githubusercontent.com/60450...
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Fix XTREME PAN-X loading
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2020-07-25T14:44:57
2020-07-30T08:28:15
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Hi 🤗 In response to the discussion in #425 @lewtun and I made some fixes to the repo. In the original XTREME implementation the PAN-X dataset for named entity recognition loaded each word/tag pair as a single row and the sentence relation was lost. With the fix each row contains the list of all words in a single sen...
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Google Colab - load_dataset - PyArrow exception
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2020-07-25T13:05:20
2020-08-20T08:08:18
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With latest PyArrow 1.0.0 installed, I get the following exception . Restarting colab has the same issue ImportWarning: To use `nlp`, the module `pyarrow>=0.16.0` is required, and the current version of `pyarrow` doesn't match this condition. If you are running this in a Google Colab, you should probably just rest...
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ImportWarning for pyarrow 1.0.0
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2020-07-25T03:44:39
2020-09-08T17:57:15
2020-08-03T16:37:32
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The following PR raised ImportWarning at `pyarrow ==1.0.0` https://github.com/huggingface/nlp/pull/265/files
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Fixed check for pyarrow
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2020-07-25T06:36:34
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Fix check for pyarrow in __init__.py. Previously would raise an error for pyarrow >= 1.0.0
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How to reuse functionality of a (generic) dataset?
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2020-07-24T17:27:37
2020-07-31T10:23:17
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I have written a generic dataset for corpora created with the Brat annotation tool ([specification](https://brat.nlplab.org/standoff.html), [dataset code](https://github.com/ArneBinder/nlp/blob/brat/datasets/brat/brat.py)). Now I wonder how to use that to create specific dataset instances. What's the recommended way to...
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Fix handling of config files while loading datasets from multiple processes
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When loading shards on several processes, each process upon loading the dataset will overwrite dataset_infos.json in <package path>/datasets/<dataset name>/<hash>/dataset_infos.json. It does so every time, even when the target file already exists and is identical. Because multiple processes rewrite the same file in par...
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Specify split post processing + Add post processing resources downloading
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2020-07-24T09:29:19
2020-07-31T09:05:04
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Previously if you tried to do ```python from nlp import load_dataset wiki = load_dataset("wiki_dpr", "psgs_w100_with_nq_embeddings", split="train[:100]", with_index=True) ``` Then you'd get an error `Index size should match Dataset size...` This was because it was trying to use the full index (21M elements). ...
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add DatasetDict
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2020-07-23T15:43:49
2020-08-04T01:01:53
2020-07-29T09:06:22
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## Add DatasetDict ### Overview When you call `load_dataset` it can return a dictionary of datasets if there are several splits (train/test for example). If you wanted to apply dataset transforms you had to iterate over each split and apply the transform. Instead of returning a dict, it now returns a `nlp.Dat...
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mlsum
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2020-07-23T11:52:39
2020-07-31T11:46:20
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Hello, The tests for the load_real_data fail, as there is no default language subset to download it looks for a file that does not exist. This bug does not happen when using the load_dataset function, as it asks you to specify a language if you do not, so I submit this PR anyway. The dataset is avalaible on : https...
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fix concatenate_datasets
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2020-07-23T10:30:59
2020-07-23T10:35:00
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`concatenate_datatsets` used to test that the different`nlp.Dataset.schema` match, but this attribute was removed in #423
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Allow sequence features for beam + add processed Natural Questions
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2020-07-23T09:52:41
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## Allow Sequence features for Beam Datasets + add Natural Questions ### The issue The steps of beam datasets processing is the following: - download the source files and send them in a remote storage (gcs) - process the files using a beam runner (dataflow) - save output in remote storage (gcs) - convert outp...
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[FEATURE REQUEST] Multiprocessing with for dataset.map, dataset.filter
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2020-07-23T05:00:41
2021-03-12T09:34:12
2020-09-07T14:48:04
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It would be nice to be able to speed up `dataset.map` or `dataset.filter`. Perhaps this is as easy as sharding the dataset sending each shard to a process/thread/dask pool and using the new `nlp.concatenate_dataset()` function to join them all together?
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Correct data structure for PAN-X task in XTREME dataset?
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2020-07-22T20:29:20
2020-08-02T13:30:34
2020-08-02T13:30:34
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Hi 🤗 team! ## Description of the problem Thanks to the fix from #416 I am now able to load the NER task in the XTREME dataset as follows: ```python from nlp import load_dataset # AmazonPhotos.zip is located in data/ dataset = load_dataset("xtreme", "PAN-X.en", data_dir='./data') dataset_train = dataset['tr...
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Web of science
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2020-07-22T15:38:31
2020-07-23T14:27:58
2020-07-23T14:27:56
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this PR adds the WebofScience dataset #353
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Change features vs schema logic
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2020-07-21T14:52:47
2020-07-25T09:08:34
2020-07-23T10:15:17
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## New logic for `nlp.Features` in datasets Previously, it was confusing to have `features` and pyarrow's `schema` in `nlp.Dataset`. However `features` is supposed to be the front-facing object to define the different fields of a dataset, while `schema` is only used to write arrow files. Changes: - Remove `sche...
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- Corrected encoding for IMDB.
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2020-07-21T13:46:59
2020-07-22T16:02:53
2020-07-22T16:02:53
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The preparation phase (after the download phase) crashed on windows because of charmap encoding not being able to decode certain characters. This change suggested in Issue #347 fixes it for the IMDB dataset.
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Style change
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2020-07-20T20:08:29
2020-07-22T16:08:40
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make quality and make style ran on scripts
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Better handle nested features
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Changes: - added arrow schema to features conversion (it's going to be useful to fix #342 ) - make flatten handle deep features (useful for tfrecords conversion in #339 ) - add tests for flatten and features conversions - the reader now returns the kwargs to instantiate a Dataset (fix circular dependencies)
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EmoContext dataset add
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2020-07-20T15:48:45
2020-07-24T08:22:01
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EmoContext Dataset add Signed-off-by: lordtt13 <thakurtanmay72@yahoo.com>
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418
Addition of google drive links to dl_manager
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2020-07-20T14:52:02
2020-07-20T15:39:32
2020-07-20T15:39:32
CONTRIBUTOR
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Hello there, I followed the template to create a download script of my own, which works fine for me, although I had to shun the dl_manager because it was downloading nothing from the drive links and instead use gdown. This is the script for me: ```python class EmoConfig(nlp.BuilderConfig): """BuilderConfig ...
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417
Fix docstrins multiple metrics instances
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2020-07-20T13:08:59
2020-07-22T09:51:00
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We change the docstrings of `nlp.Metric.compute`, `nlp.Metric.add` and `nlp.Metric.add_batch` depending on which metric is instantiated. However we had issues when instantiating multiple metrics (docstrings were duplicated). This should fix #304
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Fix xtreme panx directory
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2020-07-20T10:09:17
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Fix #412
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415
Something is wrong with WMT 19 kk-en dataset
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2020-07-19T08:18:51
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The translation in the `train` set does not look right: ``` >>>import nlp >>>from nlp import load_dataset >>>dataset = load_dataset('wmt19', 'kk-en') >>>dataset["train"]["translation"][0] {'kk': 'Trumpian Uncertainty', 'en': 'Трамптық белгісіздік'} >>>dataset["validation"]["translation"][0] {'kk': 'Ақша-несие...
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from_dict delete?
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2020-07-19T07:08:36
2020-07-21T02:21:17
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AttributeError: type object 'Dataset' has no attribute 'from_dict'
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Is there a way to download only NQ dev?
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2020-07-18T10:28:23
2022-02-11T09:50:21
2022-02-11T09:50:21
NONE
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Maybe I missed that in the docs, but is there a way to only download the dev set of natural questions (~1 GB)? As we want to benchmark QA models on different datasets, I would like to avoid downloading the 41GB of training data. I tried ``` dataset = nlp.load_dataset('natural_questions', split="validation", bea...
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Unable to load XTREME dataset from disk
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2020-07-18T09:55:00
2020-07-21T08:15:44
2020-07-21T08:15:44
MEMBER
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Hi 🤗 team! ## Description of the problem Following the [docs](https://huggingface.co/nlp/loading_datasets.html?highlight=xtreme#manually-downloading-files) I'm trying to load the `PAN-X.fr` dataset from the [XTREME](https://github.com/google-research/xtreme) benchmark. I have manually downloaded the `AmazonPho...
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411
Sbf
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2020-07-17T16:19:45
2020-07-21T09:13:46
2020-07-21T09:13:45
CONTRIBUTOR
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This PR adds the Social Bias Frames Dataset (ACL 2020) . dataset homepage: https://homes.cs.washington.edu/~msap/social-bias-frames/
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20newsgroup
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2020-07-17T13:07:57
2020-07-20T07:05:29
2020-07-20T07:05:28
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Add 20Newsgroup dataset. #353
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train_test_split error: 'dict' object has no attribute 'deepcopy'
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2020-07-17T10:36:28
2020-07-21T14:34:52
2020-07-21T14:34:52
NONE
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`train_test_split` is giving me an error when I try and call it: `'dict' object has no attribute 'deepcopy'` ## To reproduce ``` dataset = load_dataset('glue', 'mrpc', split='train') dataset = dataset.train_test_split(test_size=0.2) ``` ## Full Stacktrace ``` -------------------------------------------...
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408
Add tests datasets gcp
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2020-07-17T09:23:27
2020-07-17T09:26:57
2020-07-17T09:26:56
MEMBER
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Some datasets are available on our google cloud storage in arrow format, so that the users don't need to process the data. These tests make sure that they're always available. It also makes sure that their scripts are in sync between S3 and the repo. This should avoid future issues like #407
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MissingBeamOptions for Wikipedia 20200501.en
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2020-07-16T23:48:03
2021-01-12T11:41:16
2020-07-17T14:24:28
CONTRIBUTOR
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There may or may not be a regression for the pre-processed Wikipedia dataset. This was working fine 10 commits ago (without having Apache Beam available): ``` nlp.load_dataset('wikipedia', "20200501.en", split='train') ``` And now, having pulled master, I get: ``` Downloading and preparing dataset wikipedia...
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Faster Shuffling?
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2020-07-16T21:21:53
2020-09-07T14:45:26
2020-09-07T14:45:25
CONTRIBUTOR
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Consider shuffling bookcorpus: ``` dataset = nlp.load_dataset('bookcorpus', split='train') dataset.shuffle() ``` According to tqdm, this will take around 2.5 hours on my machine to complete (even with the faster version of select from #405). I've also tried with `keep_in_memory=True` and `writer_batch_size=1000`...
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405
Make select() faster by batching reads
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2020-07-16T21:19:45
2020-07-17T17:05:44
2020-07-17T16:51:26
CONTRIBUTOR
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Here's a benchmark: ``` dataset = nlp.load_dataset('bookcorpus', split='train') start = time.time() dataset.select(np.arange(1000), reader_batch_size=1, load_from_cache_file=False) end = time.time() print(f'{end - start}') start = time.time() dataset.select(np.arange(1000), reader_batch_size=1000, load_fr...
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Add seed in metrics
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2020-07-16T17:27:05
2020-07-20T10:12:35
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With #361 we noticed that some metrics were not deterministic. In this PR I allow the user to specify numpy's seed when instantiating a metric with `load_metric`. The seed is set only when `compute` is called, and reset afterwards. Moreover when calling `compute` with the same metric instance (i.e. same experiment...
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return python objects instead of arrays by default
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2020-07-16T15:51:52
2020-07-17T11:37:01
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We were using to_pandas() to convert from arrow types, however it returns numpy arrays instead of python lists. I fixed it by using to_pydict/to_pylist instead. Fix #387 It was mentioned in https://github.com/huggingface/transformers/issues/5729
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Search qa
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add SearchQA dataset #336
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add web_questions
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add Web Question dataset #336 Maybe @patrickvonplaten you can help with the dummy_data structure? it still broken
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Web questions
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add the WebQuestion dataset #336
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Spelling mistake
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In "Formatting the dataset" part, "The two toehr modifications..." should be "The two other modifications..." ,the word "other" wrong spelled as "toehr".
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Add inline links to `Contributing.md`
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Add contiguous sharding
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This makes dset.shard() play nice with nlp.concatenate_datasets(). When I originally wrote the shard() method, I was thinking about a distributed training scenario, but https://github.com/huggingface/nlp/pull/389 also uses it for splitting the dataset for distributed preprocessing. Usage: ``` nlp.concatenate_datas...
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Fix memory issue when doing select
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We were passing the `nlp.Dataset` object to get the hash for the new dataset's file name. Fix #395
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Memory issue when doing select
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As noticed in #389, the following code loads the entire wikipedia in memory. ```python import nlp w = nlp.load_dataset("wikipedia", "20200501.en", split="train") w.select([0]) ``` This is caused by [this line](https://github.com/huggingface/nlp/blob/master/src/nlp/arrow_dataset.py#L626) for some reason, that ...
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Remove remaining nested dict
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This PR deletes the remaining unnecessary nested dict #378
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Fix extracted files directory for the DownloadManager
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The cache dir was often cluttered by extracted files because of the download manager. For downloaded files, we are using the `downloads` directory to make things easier to navigate, but extracted files were still placed at the root of the cache directory. To fix that I changed the directory for extracted files to ca...
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Style change detection
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Another [PAN task](https://pan.webis.de/clef20/pan20-web/style-change-detection.html). This time about identifying when the style/author changes in documents. - There's the possibility of adding the [PAN19](https://zenodo.org/record/3577602) and PAN18 style change detection tasks too (these are datasets whose labels...
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🌟 [Metric Request] WOOD score
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WOOD score paper : https://arxiv.org/pdf/2007.06898.pdf Abstract : >Models that surpass human performance on several popular benchmarks display significant degradation in performance on exposure to Out of Distribution (OOD) data. Recent research has shown that models overfit to spurious biases and ‘hack’ datasets...
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Concatenate datasets
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I'm constructing the "WikiBooks" dataset, which is a concatenation of Wikipedia & BookCorpus. So I implemented the `Dataset.from_concat()` method, which concatenates two datasets with the same schema. This would also be useful if someone wants to pretrain on a large generic dataset + their own custom dataset. Not in...
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389
Fix pickling of SplitDict
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2020-08-04T14:38:10
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It would be nice to pickle and unpickle Datasets, as done in [this tutorial](https://github.com/patil-suraj/exploring-T5/blob/master/T5_on_TPU.ipynb). Example: ``` wiki = nlp.load_dataset('wikipedia', split='train') def sentencize(examples): ... wiki = wiki.map(sentencize, batched=True) torch.save(wiki, '...
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🐛 [Dataset] Cannot download wmt14, wmt15 and wmt17
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2020-07-14T15:36:41
2020-08-05T14:56:32
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1. I try downloading `wmt14`, `wmt15`, `wmt17`, `wmt19` with the following code: ``` nlp.load_dataset('wmt14','de-en') nlp.load_dataset('wmt15','de-en') nlp.load_dataset('wmt17','de-en') nlp.load_dataset('wmt19','de-en') ``` The code runs but the download speed is **extremely slow**, the same behaviour is not ob...
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Conversion through to_pandas output numpy arrays for lists instead of python objects
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2020-07-14T06:24:01
2020-07-17T11:37:00
2020-07-17T11:37:00
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In a related question, the conversion through to_pandas output numpy arrays for the lists instead of python objects. Here is an example: ```python >>> dataset._data.slice(key, 1).to_pandas().to_dict("list") {'sentence1': ['Amrozi accused his brother , whom he called " the witness " , of deliberately distorting hi...
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386
Update dataset loading and features - Add TREC dataset
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2020-07-13T13:10:18
2020-07-16T08:17:58
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This PR: - add a template for a new dataset script - update the caching structure so that the path to the cached data files is also a function of the dataset loading script hash. This way when you update a loading script the data will be automatically updated instead of falling back to the previous version (which is ...
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Remove unnecessary nested dict
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2020-07-13T08:46:23
2020-07-15T11:27:38
2020-07-15T10:03:53
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This PR is removing unnecessary nested dictionary used in some datasets. For now the following datasets are updated: - MLQA - RACE Will be adding more if necessary. #378
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Adding the Linguistic Code-switching Evaluation (LinCE) benchmark
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2020-07-11T22:35:20
2020-07-16T16:19:46
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Hi, First of all, this library is really cool! Thanks for putting all of this together! This PR contains the [Linguistic Code-switching Evaluation (LinCE) benchmark](https://ritual.uh.edu/lince). As described in the official website (FAQ): > 1. Why do we need LinCE? >LinCE brings 10 code-switching datasets t...
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2020-07-11T22:29:07
2020-07-11T22:49:38
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NLp
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2020-07-11T20:50:14
2020-07-11T20:50:39
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[dataset] Structure of MLQA seems unecessary nested
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2020-07-11T15:16:08
2020-07-15T16:17:20
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MEMBER
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The features of the MLQA dataset comprise several nested dictionaries with a single element inside (for `questions` and `ids`): https://github.com/huggingface/nlp/blob/master/datasets/mlqa/mlqa.py#L90-L97 Should we keep this @mariamabarham @patrickvonplaten? Was this added for compatibility with tfds? ```python ...
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Iyy!!!
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2020-07-11T14:11:07
2020-07-11T14:30:51
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to_pandas conversion doesn't always work
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2020-07-10T21:33:31
2020-07-20T10:10:45
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For some complex nested types, the conversion from Arrow to python dict through pandas doesn't seem to be possible. Here is an example using the official SQUAD v2 JSON file. This example was found while investigating #373. ```python >>> squad = load_dataset('json', data_files={nlp.Split.TRAIN: ["./train-v2.0....
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TypeError when computing bertscore
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2020-07-10T20:37:44
2020-09-07T14:50:12
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Hi, I installed nlp 0.3.0 via pip, and my python version is 3.7. When I tried to compute bertscore with the code: ``` import nlp bertscore = nlp.load_metric('bertscore') # load hyps and refs ... print (bertscore.compute(hyps, refs, lang='en')) ``` I got the following error. ``` Traceback (most rece...
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374
Add dataset post processing for faiss indexes
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2020-07-10T16:25:59
2020-07-13T13:44:03
2020-07-13T13:44:01
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# Post processing of datasets for faiss indexes Now that we can have datasets with embeddings (see `wiki_pr` for example), we can allow users to load the dataset + get the Faiss index that comes with it to do nearest neighbors queries. ## Implementation proposition - Faiss indexes have to be added to the `nlp....
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373
Segmentation fault when loading local JSON dataset as of #372
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2020-07-10T15:04:25
2020-12-15T07:27:20
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The last issue was closed (#369) once the #372 update was merged. However, I'm still not able to load a SQuAD formatted JSON file. Instead of the previously recorded pyarrow error, I now get a segmentation fault. ``` dataset = nlp.load_dataset('json', data_files={nlp.Split.TRAIN: ["./datasets/train-v2.0.json"]}, f...
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372
Make the json script more flexible
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2020-07-10T13:15:15
2020-07-10T14:52:07
2020-07-10T14:52:06
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Fix https://github.com/huggingface/nlp/issues/359 Fix https://github.com/huggingface/nlp/issues/369 JSON script now can accept JSON files containing a single dict with the records as a list in one attribute to the dict (previously it only accepted JSON files containing records as rows of dicts in the file). In t...
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