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--- |
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language: |
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- en |
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paperswithcode_id: hellaswag |
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pretty_name: HellaSwag |
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dataset_info: |
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features: |
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- name: ind |
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dtype: int32 |
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- name: activity_label |
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dtype: string |
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- name: ctx_a |
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dtype: string |
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- name: ctx_b |
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dtype: string |
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- name: ctx |
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dtype: string |
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- name: endings |
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sequence: string |
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- name: source_id |
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dtype: string |
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- name: split |
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dtype: string |
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- name: split_type |
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dtype: string |
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- name: label |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 43232624 |
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num_examples: 39905 |
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- name: test |
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num_bytes: 10791853 |
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num_examples: 10003 |
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- name: validation |
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num_bytes: 11175717 |
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num_examples: 10042 |
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download_size: 71494896 |
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dataset_size: 65200194 |
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--- |
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# Dataset Card for "hellaswag" |
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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:** [https://rowanzellers.com/hellaswag/](https://rowanzellers.com/hellaswag/) |
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- **Repository:** [https://github.com/rowanz/hellaswag/](https://github.com/rowanz/hellaswag/) |
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- **Paper:** [HellaSwag: Can a Machine Really Finish Your Sentence?](https://arxiv.org/abs/1905.07830) |
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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:** 71.49 MB |
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- **Size of the generated dataset:** 65.32 MB |
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- **Total amount of disk used:** 136.81 MB |
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### Dataset Summary |
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HellaSwag: Can a Machine Really Finish Your Sentence? is a new dataset for commonsense NLI. A paper was published at ACL2019. |
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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:** 71.49 MB |
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- **Size of the generated dataset:** 65.32 MB |
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- **Total amount of disk used:** 136.81 MB |
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An example of 'train' looks as follows. |
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``` |
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This example was too long and was cropped: |
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{ |
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"activity_label": "Removing ice from car", |
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"ctx": "Then, the man writes over the snow covering the window of a car, and a woman wearing winter clothes smiles. then", |
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"ctx_a": "Then, the man writes over the snow covering the window of a car, and a woman wearing winter clothes smiles.", |
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"ctx_b": "then", |
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"endings": "[\", the man adds wax to the windshield and cuts it.\", \", a person board a ski lift, while two men supporting the head of the per...", |
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"ind": 4, |
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"label": "3", |
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"source_id": "activitynet~v_-1IBHYS3L-Y", |
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"split": "train", |
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"split_type": "indomain" |
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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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- `ind`: a `int32` feature. |
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- `activity_label`: a `string` feature. |
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- `ctx_a`: a `string` feature. |
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- `ctx_b`: a `string` feature. |
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- `ctx`: a `string` feature. |
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- `endings`: a `list` of `string` features. |
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- `source_id`: a `string` feature. |
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- `split`: a `string` feature. |
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- `split_type`: a `string` feature. |
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- `label`: a `string` feature. |
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### Data Splits |
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| name |train|validation|test | |
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|-------|----:|---------:|----:| |
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|default|39905| 10042|10003| |
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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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MIT https://github.com/rowanz/hellaswag/blob/master/LICENSE |
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### Citation Information |
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``` |
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@inproceedings{zellers2019hellaswag, |
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title={HellaSwag: Can a Machine Really Finish Your Sentence?}, |
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author={Zellers, Rowan and Holtzman, Ari and Bisk, Yonatan and Farhadi, Ali and Choi, Yejin}, |
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booktitle ={Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics}, |
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year={2019} |
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} |
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``` |
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### Contributions |
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Thanks to [@albertvillanova](https://github.com/albertvillanova), [@mariamabarham](https://github.com/mariamabarham), [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun) for adding this dataset. |
