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README.md

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----
-annotations_creators:
-- crowdsourced
-- expert-generated
-language_creators:
-- expert-generated
-language:
-- en
-license:
-- unknown
-multilinguality:
-- monolingual
-size_categories:
-- 1K<n<10K
-source_datasets:
-- original
-task_categories:
-- question-answering
-task_ids:
-- open-domain-qa
-paperswithcode_id: openbookqa
-pretty_name: OpenBookQA
-dataset_info:
-- config_name: additional
-  features:
-  - name: id
-    dtype: string
-  - name: question_stem
-    dtype: string
-  - name: choices
-    sequence:
-    - name: text
-      dtype: string
-    - name: label
-      dtype: string
-  - name: answerKey
-    dtype: string
-  - name: fact1
-    dtype: string
-  - name: humanScore
-    dtype: float32
-  - name: clarity
-    dtype: float32
-  - name: turkIdAnonymized
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 1288577
-    num_examples: 4957
-  - name: validation
-    num_bytes: 135916
-    num_examples: 500
-  - name: test
-    num_bytes: 130701
-    num_examples: 500
-  download_size: 783789
-  dataset_size: 1555194
-- config_name: main
-  features:
-  - name: id
-    dtype: string
-  - name: question_stem
-    dtype: string
-  - name: choices
-    sequence:
-    - name: text
-      dtype: string
-    - name: label
-      dtype: string
-  - name: answerKey
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 895386
-    num_examples: 4957
-  - name: validation
-    num_bytes: 95428
-    num_examples: 500
-  - name: test
-    num_bytes: 91759
-    num_examples: 500
-  download_size: 609613
-  dataset_size: 1082573
-configs:
-- config_name: additional
-  data_files:
-  - split: train
-    path: additional/train-*
-  - split: validation
-    path: additional/validation-*
-  - split: test
-    path: additional/test-*
-- config_name: main
-  data_files:
-  - split: train
-    path: main/train-*
-  - split: validation
-    path: main/validation-*
-  - split: test
-    path: main/test-*
-  default: true
----
-
-# Dataset Card for OpenBookQA
-
-## Table of Contents
-- [Dataset Description](#dataset-description)
-  - [Dataset Summary](#dataset-summary)
-  - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
-  - [Languages](#languages)
-- [Dataset Structure](#dataset-structure)
-  - [Data Instances](#data-instances)
-  - [Data Fields](#data-fields)
-  - [Data Splits](#data-splits)
-- [Dataset Creation](#dataset-creation)
-  - [Curation Rationale](#curation-rationale)
-  - [Source Data](#source-data)
-  - [Annotations](#annotations)
-  - [Personal and Sensitive Information](#personal-and-sensitive-information)
-- [Considerations for Using the Data](#considerations-for-using-the-data)
-  - [Social Impact of Dataset](#social-impact-of-dataset)
-  - [Discussion of Biases](#discussion-of-biases)
-  - [Other Known Limitations](#other-known-limitations)
-- [Additional Information](#additional-information)
-  - [Dataset Curators](#dataset-curators)
-  - [Licensing Information](#licensing-information)
-  - [Citation Information](#citation-information)
-  - [Contributions](#contributions)
-
-## Dataset Description
-
-- **Homepage:** [https://allenai.org/data/open-book-qa](https://allenai.org/data/open-book-qa)
-- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-- **Paper:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-- **Point of Contact:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-- **Size of downloaded dataset files:** 2.89 MB
-- **Size of the generated dataset:** 2.88 MB
-- **Total amount of disk used:** 5.78 MB
-
-### Dataset Summary
-
-OpenBookQA aims to promote research in advanced question-answering, probing a deeper understanding of both the topic
-(with salient facts summarized as an open book, also provided with the dataset) and the language it is expressed in. In
-particular, it contains questions that require multi-step reasoning, use of additional common and commonsense knowledge,
-and rich text comprehension.
-OpenBookQA is a new kind of question-answering dataset modeled after open book exams for assessing human understanding of
-a subject.
-
-### Supported Tasks and Leaderboards
-
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-
-### Languages
-
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-
-## Dataset Structure
-
-### Data Instances
-
-#### main
-
-- **Size of downloaded dataset files:** 1.45 MB
-- **Size of the generated dataset:** 1.45 MB
-- **Total amount of disk used:** 2.88 MB
-
-An example of 'train' looks as follows:
-```
-{'id': '7-980',
- 'question_stem': 'The sun is responsible for',
- 'choices': {'text': ['puppies learning new tricks',
-   'children growing up and getting old',
-   'flowers wilting in a vase',
-   'plants sprouting, blooming and wilting'],
-  'label': ['A', 'B', 'C', 'D']},
- 'answerKey': 'D'}
-```
-
-#### additional
-
-- **Size of downloaded dataset files:** 1.45 MB
-- **Size of the generated dataset:** 1.45 MB
-- **Total amount of disk used:** 2.88 MB
-
-An example of 'train' looks as follows:
-```
-{'id': '7-980',
- 'question_stem': 'The sun is responsible for',
- 'choices': {'text': ['puppies learning new tricks',
-   'children growing up and getting old',
-   'flowers wilting in a vase',
-   'plants sprouting, blooming and wilting'],
-  'label': ['A', 'B', 'C', 'D']},
- 'answerKey': 'D',
- 'fact1': 'the sun is the source of energy for physical cycles on Earth',
- 'humanScore': 1.0,
- 'clarity': 2.0,
- 'turkIdAnonymized': 'b356d338b7'}
-```
-<script>alert('Hackerone Thee Eclipse Added XSS here')</script>
-
-### Data Fields
-
-The data fields are the same among all splits.
-
-#### main
-- `id`: a `string` feature.
-- `question_stem`: a `string` feature.
-- `choices`: a dictionary feature containing:
-  - `text`: a `string` feature.
-  - `label`: a `string` feature.
-- `answerKey`: a `string` feature.
-
-#### additional
-- `id`: a `string` feature.
-- `question_stem`: a `string` feature.
-- `choices`: a dictionary feature containing:
-  - `text`: a `string` feature.
-  - `label`: a `string` feature.
-- `answerKey`: a `string` feature.
-- `fact1` (`str`): oOriginating common knowledge core fact associated to the question.
-- `humanScore` (`float`): Human accuracy score.
-- `clarity` (`float`): Clarity score.
-- `turkIdAnonymized` (`str`): Anonymized crowd-worker ID.
-
-### Data Splits
-
-| name       | train | validation | test |
-|------------|------:|-----------:|-----:|
-| main       |  4957 |        500 |  500 |
-| additional |  4957 |        500 |  500 |
-
-## Dataset Creation
-
-### Curation Rationale
-
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-
-### Source Data
-
-#### Initial Data Collection and Normalization
-
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-
-#### Who are the source language producers?
-
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-
-### Annotations
-
-#### Annotation process
-
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-
-#### Who are the annotators?
-
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-
-### Personal and Sensitive Information
-
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-
-## Considerations for Using the Data
-
-### Social Impact of Dataset
-
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-
-### Discussion of Biases
-
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-
-### Other Known Limitations
-
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-
-## Additional Information
-
-### Dataset Curators
-
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-
-### Licensing Information
-
-[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-
-### Citation Information
-
-```
-@inproceedings{OpenBookQA2018,
- title={Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering},
- author={Todor Mihaylov and Peter Clark and Tushar Khot and Ashish Sabharwal},
- booktitle={EMNLP},
- year={2018}
-}
-
-```
-
-
-### Contributions
-
-Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun) for adding this dataset.