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  name: SQuAD
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  ---
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- # Dataset Card for SQuAD
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-
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- ## Table of Contents
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- - [Dataset Card for "squad"](#dataset-card-for-squad)
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- - [Table of Contents](#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 and Leaderboards](#supported-tasks-and-leaderboards)
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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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- - [plain_text](#plain_text)
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- - [Data Fields](#data-fields)
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- - [plain_text](#plain_text-1)
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- - [Data Splits](#data-splits)
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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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- - [Initial Data Collection and Normalization](#initial-data-collection-and-normalization)
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- - [Who are the source language producers?](#who-are-the-source-language-producers)
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- - [Annotations](#annotations)
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- - [Annotation process](#annotation-process)
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- - [Who are the annotators?](#who-are-the-annotators)
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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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-
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  ## Dataset Description
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- - **Homepage:** https://rajpurkar.github.io/SQuAD-explorer/
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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:** https://arxiv.org/abs/1606.05250
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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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-
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- ### Dataset Summary
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- Stanford Question Answering Dataset (SQuAD) is a reading comprehension dataset, consisting of questions posed by crowdworkers on a set of Wikipedia articles, where the answer to every question is a segment of text, or span, from the corresponding reading passage, or the question might be unanswerable.
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- SQuAD 1.1 contains 100,000+ question-answer pairs on 500+ articles.
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- ### Supported Tasks and Leaderboards
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- Question Answering.
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- ### Languages
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- English (`en`).
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-
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- ## Dataset Structure
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-
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- ### Data Instances
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- #### plain_text
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- - **Size of downloaded dataset files:** 35.14 MB
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- - **Size of the generated dataset:** 89.92 MB
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- - **Total amount of disk used:** 125.06 MB
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- An example of 'train' looks as follows.
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- ```
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- {
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- "answers": {
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- "answer_start": [1],
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- "text": ["This is a test text"]
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- },
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- "context": "This is a test context.",
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- "id": "1",
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- "question": "Is this a test?",
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- "title": "train test"
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- }
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- ```
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-
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- ### Data Fields
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- The data fields are the same among all splits.
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- #### plain_text
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- - `id`: a `string` feature.
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- - `title`: a `string` feature.
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- - `context`: a `string` feature.
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- - `question`: a `string` feature.
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- - `answers`: a dictionary feature containing:
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- - `text`: a `string` feature.
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- - `answer_start`: a `int32` feature.
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- ### Data Splits
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- | name |train|validation|
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- |----------|----:|---------:|
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- |plain_text|87599| 10570|
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- ## Dataset Creation
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-
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- ### 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
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- #### Initial Data Collection and Normalization
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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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- #### Who are the source language producers?
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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
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- #### Annotation process
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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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- #### Who are the annotators?
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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
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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
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- ### 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
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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
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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
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- ### 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
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- The dataset is distributed under the CC BY-SA 4.0 license.
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- ### Citation Information
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- ```
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- @inproceedings{rajpurkar-etal-2016-squad,
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- title = "{SQ}u{AD}: 100,000+ Questions for Machine Comprehension of Text",
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- author = "Rajpurkar, Pranav and
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- Zhang, Jian and
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- Lopyrev, Konstantin and
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- Liang, Percy",
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- editor = "Su, Jian and
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- Duh, Kevin and
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- Carreras, Xavier",
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- booktitle = "Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing",
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- month = nov,
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- year = "2016",
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- address = "Austin, Texas",
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- publisher = "Association for Computational Linguistics",
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- url = "https://aclanthology.org/D16-1264",
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- doi = "10.18653/v1/D16-1264",
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- pages = "2383--2392",
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- eprint={1606.05250},
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- archivePrefix={arXiv},
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- primaryClass={cs.CL},
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- }
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- ```
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- ### Contributions
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- Thanks to [@lewtun](https://github.com/lewtun), [@albertvillanova](https://github.com/albertvillanova), [@patrickvonplaten](https://github.com/patrickvonplaten), [@thomwolf](https://github.com/thomwolf) for adding this dataset.
 
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  name: SQuAD
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  ---
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  ## Dataset Description
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+ - A modified version of squad.