|
--- |
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annotations_creators: |
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- crowdsourced |
|
language_creators: |
|
- machine-generated |
|
language: |
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- en |
|
license: |
|
- unknown |
|
multilinguality: |
|
- monolingual |
|
size_categories: |
|
- 10K<n<100K |
|
- 100K<n<1M |
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source_datasets: |
|
- original |
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task_categories: |
|
- question-answering |
|
- text2text-generation |
|
task_ids: |
|
- open-domain-qa |
|
- open-domain-abstractive-qa |
|
- extractive-qa |
|
- abstractive-qa |
|
paperswithcode_id: triviaqa |
|
pretty_name: TriviaQA |
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dataset_info: |
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data_files: |
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path: rc/train-* |
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path: rc/validation-* |
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path: rc/test-* |
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data_files: |
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path: rc.nocontext/train-* |
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path: rc.nocontext/validation-* |
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path: rc.nocontext/test-* |
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path: rc.web/train-* |
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path: rc.web/validation-* |
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path: rc.web/test-* |
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- split: train |
|
path: rc.web.nocontext/train-* |
|
- split: validation |
|
path: rc.web.nocontext/validation-* |
|
- split: test |
|
path: rc.web.nocontext/test-* |
|
- config_name: rc.wikipedia |
|
data_files: |
|
- split: train |
|
path: rc.wikipedia/train-* |
|
- split: validation |
|
path: rc.wikipedia/validation-* |
|
- split: test |
|
path: rc.wikipedia/test-* |
|
- config_name: rc.wikipedia.nocontext |
|
data_files: |
|
- split: train |
|
path: rc.wikipedia.nocontext/train-* |
|
- split: validation |
|
path: rc.wikipedia.nocontext/validation-* |
|
- split: test |
|
path: rc.wikipedia.nocontext/test-* |
|
- config_name: unfiltered |
|
data_files: |
|
- split: train |
|
path: unfiltered/train-* |
|
- split: validation |
|
path: unfiltered/validation-* |
|
- split: test |
|
path: unfiltered/test-* |
|
- config_name: unfiltered.nocontext |
|
data_files: |
|
- split: train |
|
path: unfiltered.nocontext/train-* |
|
- split: validation |
|
path: unfiltered.nocontext/validation-* |
|
- split: test |
|
path: unfiltered.nocontext/test-* |
|
--- |
|
|
|
# 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 |
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- **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 |
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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 |
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|
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English. |
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|
|
## Dataset Structure |
|
|
|
### Data Instances |
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|
|
#### rc |
|
|
|
- **Size of downloaded dataset files:** 2.67 GB |
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- **Size of the generated dataset:** 16.02 GB |
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- **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. |
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- `question_source`: a `string` feature. |
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- `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. |
