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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1 |
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---
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---
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# Dataset Card for "trivia_qa"
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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:** [http://nlp.cs.washington.edu/triviaqa/](http://nlp.cs.washington.edu/triviaqa/)
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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:** 8833.35 MB
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- **Size of the generated dataset:** 43351.32 MB
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- **Total amount of disk used:** 52184.66 MB
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### [Dataset Summary](#dataset-summary)
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TriviaqQA is a reading comprehension dataset containing over 650K
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question-answer-evidence triples. TriviaqQA includes 95K question-answer
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pairs authored by trivia enthusiasts and independently gathered evidence
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documents, six per question on average, that provide high quality distant
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supervision for answering the questions.
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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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#### rc
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- **Size of downloaded dataset files:** 2542.29 MB
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- **Size of the generated dataset:** 15275.31 MB
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- **Total amount of disk used:** 17817.60 MB
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An example of 'train' looks as follows.
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```
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```
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#### rc.nocontext
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- **Size of downloaded dataset files:** 2542.29 MB
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- **Size of the generated dataset:** 120.42 MB
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- **Total amount of disk used:** 2662.71 MB
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An example of 'train' looks as follows.
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```
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```
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#### unfiltered
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- **Size of downloaded dataset files:** 3145.53 MB
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- **Size of the generated dataset:** 27884.47 MB
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- **Total amount of disk used:** 31030.00 MB
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An example of 'validation' looks as follows.
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```
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```
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#### unfiltered.nocontext
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- **Size of downloaded dataset files:** 603.25 MB
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- **Size of the generated dataset:** 71.11 MB
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- **Total amount of disk used:** 674.35 MB
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An example of 'train' looks as follows.
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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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#### rc
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- `question`: a `string` feature.
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- `question_id`: a `string` feature.
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- `question_source`: a `string` feature.
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- `entity_pages`: a dictionary feature containing:
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- `doc_source`: a `string` feature.
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- `filename`: a `string` feature.
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- `title`: a `string` feature.
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- `wiki_context`: a `string` feature.
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- `search_results`: a dictionary feature containing:
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- `description`: a `string` feature.
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- `filename`: a `string` feature.
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- `rank`: a `int32` feature.
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- `title`: a `string` feature.
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- `url`: a `string` feature.
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- `search_context`: a `string` feature.
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- `aliases`: a `list` of `string` features.
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- `normalized_aliases`: a `list` of `string` features.
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- `matched_wiki_entity_name`: a `string` feature.
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- `normalized_matched_wiki_entity_name`: a `string` feature.
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- `normalized_value`: a `string` feature.
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- `type`: a `string` feature.
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- `value`: a `string` feature.
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#### rc.nocontext
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- `question`: a `string` feature.
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- `question_id`: a `string` feature.
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- `question_source`: a `string` feature.
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- `entity_pages`: a dictionary feature containing:
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- `doc_source`: a `string` feature.
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- `filename`: a `string` feature.
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- `title`: a `string` feature.
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- `wiki_context`: a `string` feature.
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- `search_results`: a dictionary feature containing:
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- `description`: a `string` feature.
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- `filename`: a `string` feature.
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- `rank`: a `int32` feature.
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- `title`: a `string` feature.
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- `url`: a `string` feature.
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- `search_context`: a `string` feature.
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- `aliases`: a `list` of `string` features.
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- `normalized_aliases`: a `list` of `string` features.
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- `matched_wiki_entity_name`: a `string` feature.
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- `normalized_matched_wiki_entity_name`: a `string` feature.
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- `normalized_value`: a `string` feature.
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- `type`: a `string` feature.
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- `value`: a `string` feature.
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#### unfiltered
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- `question`: a `string` feature.
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- `question_id`: a `string` feature.
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- `question_source`: a `string` feature.
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- `entity_pages`: a dictionary feature containing:
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- `doc_source`: a `string` feature.
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- `filename`: a `string` feature.
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- `title`: a `string` feature.
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- `wiki_context`: a `string` feature.
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- `search_results`: a dictionary feature containing:
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- `description`: a `string` feature.
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- `filename`: a `string` feature.
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- `rank`: a `int32` feature.
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- `title`: a `string` feature.
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- `url`: a `string` feature.
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- `search_context`: a `string` feature.
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- `aliases`: a `list` of `string` features.
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- `normalized_aliases`: a `list` of `string` features.
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- `matched_wiki_entity_name`: a `string` feature.
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- `normalized_matched_wiki_entity_name`: a `string` feature.
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- `normalized_value`: a `string` feature.
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- `type`: a `string` feature.
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- `value`: a `string` feature.
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#### unfiltered.nocontext
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- `question`: a `string` feature.
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- `question_id`: a `string` feature.
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- `question_source`: a `string` feature.
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- `entity_pages`: a dictionary feature containing:
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- `doc_source`: a `string` feature.
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- `filename`: a `string` feature.
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- `title`: a `string` feature.
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- `wiki_context`: a `string` feature.
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- `search_results`: a dictionary feature containing:
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- `description`: a `string` feature.
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- `filename`: a `string` feature.
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- `rank`: a `int32` feature.
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- `title`: a `string` feature.
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- `url`: a `string` feature.
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- `search_context`: a `string` feature.
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- `aliases`: a `list` of `string` features.
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- `normalized_aliases`: a `list` of `string` features.
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- `matched_wiki_entity_name`: a `string` feature.
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- `normalized_matched_wiki_entity_name`: a `string` feature.
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- `normalized_value`: a `string` feature.
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- `type`: a `string` feature.
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- `value`: 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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|rc |138384| 18669|17210|
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|rc.nocontext |138384| 18669|17210|
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|unfiltered | 87622| 11313|10832|
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|unfiltered.nocontext| 87622| 11313|10832|
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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{2017arXivtriviaqa,
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author = {{Joshi}, Mandar and {Choi}, Eunsol and {Weld},
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Daniel and {Zettlemoyer}, Luke},
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title = "{triviaqa: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension}",
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journal = {arXiv e-prints},
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year = 2017,
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eid = {arXiv:1705.03551},
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pages = {arXiv:1705.03551},
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archivePrefix = {arXiv},
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eprint = {1705.03551},
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}
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```
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### Contributions
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Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun) for adding this dataset.
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