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--- |
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language: |
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- en |
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paperswithcode_id: cornell-movie-dialogs-corpus |
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pretty_name: Cornell Movie-Dialogs Corpus |
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dataset_info: |
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features: |
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- name: movieID |
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dtype: string |
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- name: movieTitle |
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dtype: string |
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- name: movieYear |
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dtype: string |
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- name: movieIMDBRating |
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dtype: string |
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- name: movieNoIMDBVotes |
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dtype: string |
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- name: movieGenres |
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sequence: string |
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- name: characterID1 |
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dtype: string |
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- name: characterID2 |
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dtype: string |
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- name: characterName1 |
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dtype: string |
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- name: characterName2 |
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dtype: string |
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- name: utterance |
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sequence: |
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- name: text |
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dtype: string |
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- name: LineID |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 19548840 |
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num_examples: 83097 |
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download_size: 9916637 |
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dataset_size: 19548840 |
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--- |
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# Dataset Card for "cornell_movie_dialog" |
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## Table of Contents |
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- [Dataset Description](#dataset-description) |
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- [Dataset Summary](#dataset-summary) |
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- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) |
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- [Languages](#languages) |
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- [Dataset Structure](#dataset-structure) |
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- [Data Instances](#data-instances) |
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- [Data Fields](#data-fields) |
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- [Data Splits](#data-splits) |
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- [Dataset Creation](#dataset-creation) |
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- [Curation Rationale](#curation-rationale) |
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- [Source Data](#source-data) |
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- [Annotations](#annotations) |
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- [Personal and Sensitive Information](#personal-and-sensitive-information) |
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- [Considerations for Using the Data](#considerations-for-using-the-data) |
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- [Social Impact of Dataset](#social-impact-of-dataset) |
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- [Discussion of Biases](#discussion-of-biases) |
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- [Other Known Limitations](#other-known-limitations) |
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- [Additional Information](#additional-information) |
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- [Dataset Curators](#dataset-curators) |
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- [Licensing Information](#licensing-information) |
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- [Citation Information](#citation-information) |
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- [Contributions](#contributions) |
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## Dataset Description |
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- **Homepage:** [http://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html](http://www.cs.cornell.edu/~cristian/Cornell_Movie-Dialogs_Corpus.html) |
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- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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- **Size of downloaded dataset files:** 9.92 MB |
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- **Size of the generated dataset:** 19.55 MB |
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- **Total amount of disk used:** 29.46 MB |
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### Dataset Summary |
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This corpus contains a large metadata-rich collection of fictional conversations extracted from raw movie scripts: |
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- 220,579 conversational exchanges between 10,292 pairs of movie characters |
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- involves 9,035 characters from 617 movies |
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- in total 304,713 utterances |
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- movie metadata included: |
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- genres |
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- release year |
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- IMDB rating |
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- number of IMDB votes |
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- IMDB rating |
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- character metadata included: |
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- gender (for 3,774 characters) |
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- position on movie credits (3,321 characters) |
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### Supported Tasks and Leaderboards |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Languages |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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## Dataset Structure |
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### Data Instances |
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#### default |
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- **Size of downloaded dataset files:** 9.92 MB |
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- **Size of the generated dataset:** 19.55 MB |
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- **Total amount of disk used:** 29.46 MB |
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An example of 'train' looks as follows. |
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``` |
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{ |
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"characterID1": "u0 ", |
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"characterID2": " u2 ", |
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"characterName1": " m0 ", |
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"characterName2": " m0 ", |
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"movieGenres": ["comedy", "romance"], |
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"movieID": " m0 ", |
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"movieIMDBRating": " 6.90 ", |
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"movieNoIMDBVotes": " 62847 ", |
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"movieTitle": " f ", |
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"movieYear": " 1999 ", |
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"utterance": { |
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"LineID": ["L1"], |
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"text": ["L1 "] |
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} |
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} |
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``` |
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### Data Fields |
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The data fields are the same among all splits. |
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#### default |
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- `movieID`: a `string` feature. |
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- `movieTitle`: a `string` feature. |
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- `movieYear`: a `string` feature. |
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- `movieIMDBRating`: a `string` feature. |
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- `movieNoIMDBVotes`: a `string` feature. |
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- `movieGenres`: a `list` of `string` features. |
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- `characterID1`: a `string` feature. |
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- `characterID2`: a `string` feature. |
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- `characterName1`: a `string` feature. |
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- `characterName2`: a `string` feature. |
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- `utterance`: a dictionary feature containing: |
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- `text`: a `string` feature. |
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- `LineID`: a `string` feature. |
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### Data Splits |
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| name |train| |
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|-------|----:| |
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|default|83097| |
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## Dataset Creation |
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### Curation Rationale |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Source Data |
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#### Initial Data Collection and Normalization |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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#### Who are the source language producers? |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Annotations |
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#### Annotation process |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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#### Who are the annotators? |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Personal and Sensitive Information |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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## Considerations for Using the Data |
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### Social Impact of Dataset |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Discussion of Biases |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Other Known Limitations |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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## Additional Information |
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### Dataset Curators |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Licensing Information |
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[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) |
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### Citation Information |
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``` |
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@InProceedings{Danescu-Niculescu-Mizil+Lee:11a, |
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author={Cristian Danescu-Niculescu-Mizil and Lillian Lee}, |
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title={Chameleons in imagined conversations: |
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A new approach to understanding coordination of linguistic style in dialogs.}, |
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booktitle={Proceedings of the |
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Workshop on Cognitive Modeling and Computational Linguistics, ACL 2011}, |
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year={2011} |
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} |
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``` |
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### Contributions |
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Thanks to [@mariamabarham](https://github.com/mariamabarham), [@patrickvonplaten](https://github.com/patrickvonplaten), [@thomwolf](https://github.com/thomwolf) for adding this dataset. |