albertvillanova
HF staff
Convert dataset sizes from base 2 to base 10 in the dataset card (#3)
581155e
| annotations_creators: | |
| - crowdsourced | |
| language_creators: | |
| - machine-generated | |
| language: | |
| - en | |
| license: | |
| - unknown | |
| multilinguality: | |
| - monolingual | |
| paperswithcode_id: triviaqa | |
| pretty_name: TriviaQA | |
| size_categories: | |
| - 10K<n<100K | |
| - 100K<n<1M | |
| source_datasets: | |
| - original | |
| task_categories: | |
| - question-answering | |
| - text2text-generation | |
| task_ids: | |
| - open-domain-qa | |
| - open-domain-abstractive-qa | |
| - extractive-qa | |
| - abstractive-qa | |
| dataset_info: | |
| - config_name: rc | |
| features: | |
| - name: question | |
| dtype: string | |
| - name: question_id | |
| dtype: string | |
| - name: question_source | |
| dtype: string | |
| - name: entity_pages | |
| sequence: | |
| - name: doc_source | |
| dtype: string | |
| - name: filename | |
| dtype: string | |
| - name: title | |
| dtype: string | |
| - name: wiki_context | |
| dtype: string | |
| - name: search_results | |
| sequence: | |
| - name: description | |
| dtype: string | |
| - name: filename | |
| dtype: string | |
| - name: rank | |
| dtype: int32 | |
| - name: title | |
| dtype: string | |
| - name: url | |
| dtype: string | |
| - name: search_context | |
| dtype: string | |
| - name: answer | |
| struct: | |
| - name: aliases | |
| sequence: string | |
| - name: normalized_aliases | |
| sequence: string | |
| - name: matched_wiki_entity_name | |
| dtype: string | |
| - name: normalized_matched_wiki_entity_name | |
| dtype: string | |
| - name: normalized_value | |
| dtype: string | |
| - name: type | |
| dtype: string | |
| - name: value | |
| dtype: string | |
| splits: | |
| - name: train | |
| num_bytes: 12749652867 | |
| num_examples: 138384 | |
| - name: validation | |
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| num_examples: 17944 | |
| - name: test | |
| num_bytes: 1577710751 | |
| num_examples: 17210 | |
| download_size: 2665779500 | |
| dataset_size: 15989685054 | |
| - config_name: rc.nocontext | |
| features: | |
| - name: question | |
| dtype: string | |
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| - config_name: rc.web | |
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| - config_name: rc.web.nocontext | |
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| splits: | |
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| - name: validation | |
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| download_size: 3298328560 | |
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| dataset_size: 4177013662 | |
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| features: | |
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| - name: question | |
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| splits: | |
| - name: train | |
| - name: validation | |
| - name: test | |
| download_size: 3298328560 | |
| dataset_size: 0 | |
| - config_name: unfiltered.wikipedia.nocontext | |
| features: | |
| - name: question | |
| dtype: string | |
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| splits: | |
| - name: train | |
| - name: validation | |
| - name: test | |
| download_size: 632549060 | |
| dataset_size: 0 | |
| # Dataset Card for "trivia_qa" | |
| ## 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:** [http://nlp.cs.washington.edu/triviaqa/](http://nlp.cs.washington.edu/triviaqa/) | |
| - **Repository:** [https://github.com/mandarjoshi90/triviaqa](https://github.com/mandarjoshi90/triviaqa) | |
| - **Paper:** [TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension](https://arxiv.org/abs/1705.03551) | |
| - **Leaderboard:** [CodaLab Leaderboard](https://competitions.codalab.org/competitions/17208#results) | |
| - **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:** 9.26 GB | |
| - **Size of the generated dataset:** 45.46 GB | |
| - **Total amount of disk used:** 54.72 GB | |
| ### 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 and Leaderboards | |
| [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards) | |
| ### Languages | |
| English. | |
| ## Dataset Structure | |
| ### Data Instances | |
| #### rc | |
| - **Size of downloaded dataset files:** 2.67 GB | |
| - **Size of the generated dataset:** 16.02 GB | |
| - **Total amount of disk used:** 18.68 GB | |
| An example of 'train' looks as follows. | |
| ``` | |
| ``` | |
| #### rc.nocontext | |
| - **Size of downloaded dataset files:** 2.67 GB | |
| - **Size of the generated dataset:** 126.27 MB | |
| - **Total amount of disk used:** 2.79 GB | |
| An example of 'train' looks as follows. | |
| ``` | |
| ``` | |
| #### unfiltered | |
| - **Size of downloaded dataset files:** 3.30 GB | |
| - **Size of the generated dataset:** 29.24 GB | |
| - **Total amount of disk used:** 32.54 GB | |
| An example of 'validation' looks as follows. | |
| ``` | |
| ``` | |
| #### unfiltered.nocontext | |
| - **Size of downloaded dataset files:** 632.55 MB | |
| - **Size of the generated dataset:** 74.56 MB | |
| - **Total amount of disk used:** 707.11 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 | |
| | 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 | |
| #### 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 | |
| The University of Washington does not own the copyright of the questions and documents included in TriviaQA. | |
| ### 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. |