| --- | |
| --- | |
| # Dataset Card for "trivia_qa" | |
| ## Table of Contents | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks](#supported-tasks) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits Sample Size](#data-splits-sample-size) | |
| - [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:** [http://nlp.cs.washington.edu/triviaqa/](http://nlp.cs.washington.edu/triviaqa/) | |
| - **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:** 8833.35 MB | |
| - **Size of the generated dataset:** 43351.32 MB | |
| - **Total amount of disk used:** 52184.66 MB | |
| ### Dataset Summary | |
| TriviaqQA is a reading comprehension dataset containing over 650K | |
| question-answer-evidence triples. TriviaqQA includes 95K question-answer | |
| pairs authored by trivia enthusiasts and independently gathered evidence | |
| documents, six per question on average, that provide high quality distant | |
| supervision for answering the questions. | |
| ### Supported Tasks | |
| [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 | |
| We show detailed information for up to 5 configurations of the dataset. | |
| ### Data Instances | |
| #### rc | |
| - **Size of downloaded dataset files:** 2542.29 MB | |
| - **Size of the generated dataset:** 15275.31 MB | |
| - **Total amount of disk used:** 17817.60 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| ``` | |
| #### rc.nocontext | |
| - **Size of downloaded dataset files:** 2542.29 MB | |
| - **Size of the generated dataset:** 120.42 MB | |
| - **Total amount of disk used:** 2662.71 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| ``` | |
| #### unfiltered | |
| - **Size of downloaded dataset files:** 3145.53 MB | |
| - **Size of the generated dataset:** 27884.47 MB | |
| - **Total amount of disk used:** 31030.00 MB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| ``` | |
| #### unfiltered.nocontext | |
| - **Size of downloaded dataset files:** 603.25 MB | |
| - **Size of the generated dataset:** 71.11 MB | |
| - **Total amount of disk used:** 674.35 MB | |
| An example of 'train' looks as follows. | |
| ``` | |
| ``` | |
| ### Data Fields | |
| The data fields are the same among all splits. | |
| #### rc | |
| - `question`: a `string` feature. | |
| - `question_id`: a `string` feature. | |
| - `question_source`: a `string` feature. | |
| - `entity_pages`: a dictionary feature containing: | |
| - `doc_source`: a `string` feature. | |
| - `filename`: a `string` feature. | |
| - `title`: a `string` feature. | |
| - `wiki_context`: a `string` feature. | |
| - `search_results`: a dictionary feature containing: | |
| - `description`: a `string` feature. | |
| - `filename`: a `string` feature. | |
| - `rank`: a `int32` feature. | |
| - `title`: a `string` feature. | |
| - `url`: a `string` feature. | |
| - `search_context`: a `string` feature. | |
| - `aliases`: a `list` of `string` features. | |
| - `normalized_aliases`: a `list` of `string` features. | |
| - `matched_wiki_entity_name`: a `string` feature. | |
| - `normalized_matched_wiki_entity_name`: a `string` feature. | |
| - `normalized_value`: a `string` feature. | |
| - `type`: a `string` feature. | |
| - `value`: a `string` feature. | |
| #### rc.nocontext | |
| - `question`: a `string` feature. | |
| - `question_id`: a `string` feature. | |
| - `question_source`: a `string` feature. | |
| - `entity_pages`: a dictionary feature containing: | |
| - `doc_source`: a `string` feature. | |
| - `filename`: a `string` feature. | |
| - `title`: a `string` feature. | |
| - `wiki_context`: a `string` feature. | |
| - `search_results`: a dictionary feature containing: | |
| - `description`: a `string` feature. | |
| - `filename`: a `string` feature. | |
| - `rank`: a `int32` feature. | |
| - `title`: a `string` feature. | |
| - `url`: a `string` feature. | |
| - `search_context`: a `string` feature. | |
| - `aliases`: a `list` of `string` features. | |
| - `normalized_aliases`: a `list` of `string` features. | |
| - `matched_wiki_entity_name`: a `string` feature. | |
| - `normalized_matched_wiki_entity_name`: a `string` feature. | |
| - `normalized_value`: a `string` feature. | |
| - `type`: a `string` feature. | |
| - `value`: a `string` feature. | |
| #### unfiltered | |
| - `question`: a `string` feature. | |
| - `question_id`: a `string` feature. | |
| - `question_source`: a `string` feature. | |
| - `entity_pages`: a dictionary feature containing: | |
| - `doc_source`: a `string` feature. | |
| - `filename`: a `string` feature. | |
| - `title`: a `string` feature. | |
| - `wiki_context`: a `string` feature. | |
| - `search_results`: a dictionary feature containing: | |
| - `description`: a `string` feature. | |
| - `filename`: a `string` feature. | |
| - `rank`: a `int32` feature. | |
| - `title`: a `string` feature. | |
| - `url`: a `string` feature. | |
| - `search_context`: a `string` feature. | |
| - `aliases`: a `list` of `string` features. | |
| - `normalized_aliases`: a `list` of `string` features. | |
| - `matched_wiki_entity_name`: a `string` feature. | |
| - `normalized_matched_wiki_entity_name`: a `string` feature. | |
| - `normalized_value`: a `string` feature. | |
| - `type`: a `string` feature. | |
| - `value`: a `string` feature. | |
| #### unfiltered.nocontext | |
| - `question`: a `string` feature. | |
| - `question_id`: a `string` feature. | |
| - `question_source`: a `string` feature. | |
| - `entity_pages`: a dictionary feature containing: | |
| - `doc_source`: a `string` feature. | |
| - `filename`: a `string` feature. | |
| - `title`: a `string` feature. | |
| - `wiki_context`: a `string` feature. | |
| - `search_results`: a dictionary feature containing: | |
| - `description`: a `string` feature. | |
| - `filename`: a `string` feature. | |
| - `rank`: a `int32` feature. | |
| - `title`: a `string` feature. | |
| - `url`: a `string` feature. | |
| - `search_context`: a `string` feature. | |
| - `aliases`: a `list` of `string` features. | |
| - `normalized_aliases`: a `list` of `string` features. | |
| - `matched_wiki_entity_name`: a `string` feature. | |
| - `normalized_matched_wiki_entity_name`: a `string` feature. | |
| - `normalized_value`: a `string` feature. | |
| - `type`: a `string` feature. | |
| - `value`: a `string` feature. | |
| ### Data Splits Sample Size | |
| | name |train |validation|test | | |
| |--------------------|-----:|---------:|----:| | |
| |rc |138384| 18669|17210| | |
| |rc.nocontext |138384| 18669|17210| | |
| |unfiltered | 87622| 11313|10832| | |
| |unfiltered.nocontext| 87622| 11313|10832| | |
| ## 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 | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Annotations | |
| [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 | |
| ``` | |
| @article{2017arXivtriviaqa, | |
| author = {{Joshi}, Mandar and {Choi}, Eunsol and {Weld}, | |
| Daniel and {Zettlemoyer}, Luke}, | |
| title = "{triviaqa: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension}", | |
| journal = {arXiv e-prints}, | |
| year = 2017, | |
| eid = {arXiv:1705.03551}, | |
| pages = {arXiv:1705.03551}, | |
| archivePrefix = {arXiv}, | |
| eprint = {1705.03551}, | |
| } | |
| ``` | |
| ### Contributions | |
| Thanks to [@thomwolf](https://github.com/thomwolf), [@patrickvonplaten](https://github.com/patrickvonplaten), [@lewtun](https://github.com/lewtun) for adding this dataset. |