Update files from the datasets library (from 1.3.0)
Browse filesRelease notes: https://github.com/huggingface/datasets/releases/tag/1.3.0
README.md
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---
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---
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# Dataset Card for "ai2_arc"
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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](#supported-tasks)
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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 Sample Size](#data-splits-sample-size)
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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](#dataset-description)
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- **Homepage:** [https://allenai.org/data/arc](https://allenai.org/data/arc)
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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:** 1298.60 MB
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- **Size of the generated dataset:** 2.17 MB
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- **Total amount of disk used:** 1300.77 MB
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### [Dataset Summary](#dataset-summary)
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A new dataset of 7,787 genuine grade-school level, multiple-choice science questions, assembled to encourage research in
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advanced question-answering. The dataset is partitioned into a Challenge Set and an Easy Set, where the former contains
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only questions answered incorrectly by both a retrieval-based algorithm and a word co-occurrence algorithm. We are also
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including a corpus of over 14 million science sentences relevant to the task, and an implementation of three neural baseline models for this dataset. We pose ARC as a challenge to the community.
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### [Supported Tasks](#supported-tasks)
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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](#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](#dataset-structure)
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We show detailed information for up to 5 configurations of the dataset.
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### [Data Instances](#data-instances)
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#### ARC-Challenge
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- **Size of downloaded dataset files:** 649.30 MB
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- **Size of the generated dataset:** 0.79 MB
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- **Total amount of disk used:** 650.09 MB
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An example of 'train' looks as follows.
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```
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{
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"answerKey": "B",
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"choices": {
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"label": ["A", "B", "C", "D"],
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"text": ["Shady areas increased.", "Food sources increased.", "Oxygen levels increased.", "Available water increased."]
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},
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"id": "Mercury_SC_405487",
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"question": "One year, the oak trees in a park began producing more acorns than usual. The next year, the population of chipmunks in the park also increased. Which best explains why there were more chipmunks the next year?"
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}
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```
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#### ARC-Easy
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- **Size of downloaded dataset files:** 649.30 MB
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- **Size of the generated dataset:** 1.38 MB
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- **Total amount of disk used:** 650.68 MB
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An example of 'train' looks as follows.
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```
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{
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"answerKey": "B",
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"choices": {
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"label": ["A", "B", "C", "D"],
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"text": ["Shady areas increased.", "Food sources increased.", "Oxygen levels increased.", "Available water increased."]
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},
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"id": "Mercury_SC_405487",
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"question": "One year, the oak trees in a park began producing more acorns than usual. The next year, the population of chipmunks in the park also increased. Which best explains why there were more chipmunks the next year?"
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}
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```
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### [Data Fields](#data-fields)
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The data fields are the same among all splits.
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#### ARC-Challenge
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- `id`: a `string` feature.
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- `question`: a `string` feature.
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- `choices`: a dictionary feature containing:
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- `text`: a `string` feature.
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- `label`: a `string` feature.
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- `answerKey`: a `string` feature.
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#### ARC-Easy
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- `id`: a `string` feature.
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- `question`: a `string` feature.
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- `choices`: a dictionary feature containing:
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- `text`: a `string` feature.
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- `label`: a `string` feature.
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- `answerKey`: a `string` feature.
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### [Data Splits Sample Size](#data-splits-sample-size)
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| name |train|validation|test|
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|-------------|----:|---------:|---:|
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|ARC-Challenge| 1119| 299|1172|
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|ARC-Easy | 2251| 570|2376|
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## [Dataset Creation](#dataset-creation)
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### [Curation Rationale](#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](#source-data)
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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](#annotations)
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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](#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](#considerations-for-using-the-data)
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### [Social Impact of Dataset](#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](#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](#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](#additional-information)
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### [Dataset Curators](#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](#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](#citation-information)
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```
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@article{allenai:arc,
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author = {Peter Clark and Isaac Cowhey and Oren Etzioni and Tushar Khot and
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Ashish Sabharwal and Carissa Schoenick and Oyvind Tafjord},
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title = {Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge},
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journal = {arXiv:1803.05457v1},
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year = {2018},
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}
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```
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### Contributions
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Thanks to [@lewtun](https://github.com/lewtun), [@patrickvonplaten](https://github.com/patrickvonplaten), [@thomwolf](https://github.com/thomwolf) for adding this dataset.
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