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Release notes: https://github.com/huggingface/datasets/releases/tag/1.3.0

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+ ---
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+ ---
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+
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+ # Dataset Card for "qangaroo"
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+
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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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+
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+ ## [Dataset Description](#dataset-description)
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+
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+ - **Homepage:** [http://qangaroo.cs.ucl.ac.uk/index.html](http://qangaroo.cs.ucl.ac.uk/index.html)
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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:** 1296.40 MB
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+ - **Size of the generated dataset:** 936.40 MB
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+ - **Total amount of disk used:** 2232.79 MB
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+
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+ ### [Dataset Summary](#dataset-summary)
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+
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+ We have created two new Reading Comprehension datasets focussing on multi-hop (alias multi-step) inference.
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+
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+ Several pieces of information often jointly imply another fact. In multi-hop inference, a new fact is derived by combining facts via a chain of multiple steps.
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+
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+ Our aim is to build Reading Comprehension methods that perform multi-hop inference on text, where individual facts are spread out across different documents.
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+
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+ The two QAngaroo datasets provide a training and evaluation resource for such methods.
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+
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+ ### [Supported Tasks](#supported-tasks)
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+
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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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+
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+ ### [Languages](#languages)
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+
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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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+
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+ ## [Dataset Structure](#dataset-structure)
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+
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+ We show detailed information for up to 5 configurations of the dataset.
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+
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+ ### [Data Instances](#data-instances)
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+
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+ #### masked_medhop
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+
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+ - **Size of downloaded dataset files:** 324.10 MB
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+ - **Size of the generated dataset:** 107.41 MB
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+ - **Total amount of disk used:** 431.51 MB
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+
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+ An example of 'validation' looks as follows.
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+ ```
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+
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+ ```
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+
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+ #### masked_wikihop
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+
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+ - **Size of downloaded dataset files:** 324.10 MB
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+ - **Size of the generated dataset:** 373.82 MB
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+ - **Total amount of disk used:** 697.92 MB
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+
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+ An example of 'validation' looks as follows.
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+ ```
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+
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+ ```
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+
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+ #### medhop
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+
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+ - **Size of downloaded dataset files:** 324.10 MB
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+ - **Size of the generated dataset:** 105.30 MB
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+ - **Total amount of disk used:** 429.40 MB
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+
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+ An example of 'validation' looks as follows.
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+ ```
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+
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+ ```
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+
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+ #### wikihop
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+
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+ - **Size of downloaded dataset files:** 324.10 MB
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+ - **Size of the generated dataset:** 349.87 MB
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+ - **Total amount of disk used:** 673.97 MB
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+
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+ An example of 'validation' looks as follows.
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+ ```
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+
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+ ```
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+
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+ ### [Data Fields](#data-fields)
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+
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+ The data fields are the same among all splits.
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+
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+ #### masked_medhop
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+ - `query`: a `string` feature.
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+ - `supports`: a `list` of `string` features.
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+ - `candidates`: a `list` of `string` features.
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+ - `answer`: a `string` feature.
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+ - `id`: a `string` feature.
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+
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+ #### masked_wikihop
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+ - `query`: a `string` feature.
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+ - `supports`: a `list` of `string` features.
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+ - `candidates`: a `list` of `string` features.
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+ - `answer`: a `string` feature.
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+ - `id`: a `string` feature.
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+
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+ #### medhop
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+ - `query`: a `string` feature.
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+ - `supports`: a `list` of `string` features.
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+ - `candidates`: a `list` of `string` features.
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+ - `answer`: a `string` feature.
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+ - `id`: a `string` feature.
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+
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+ #### wikihop
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+ - `query`: a `string` feature.
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+ - `supports`: a `list` of `string` features.
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+ - `candidates`: a `list` of `string` features.
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+ - `answer`: a `string` feature.
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+ - `id`: a `string` feature.
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+
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+ ### [Data Splits Sample Size](#data-splits-sample-size)
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+
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+ | name |train|validation|
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+ |--------------|----:|---------:|
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+ |masked_medhop | 1620| 342|
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+ |masked_wikihop|43738| 5129|
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+ |medhop | 1620| 342|
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+ |wikihop |43738| 5129|
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+
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+ ## [Dataset Creation](#dataset-creation)
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+
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+ ### [Curation Rationale](#curation-rationale)
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+
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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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+
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+ ### [Source Data](#source-data)
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+
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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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+
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+ ### [Annotations](#annotations)
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+
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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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+
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+ ### [Personal and Sensitive Information](#personal-and-sensitive-information)
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+
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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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+
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+ ## [Considerations for Using the Data](#considerations-for-using-the-data)
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+
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+ ### [Social Impact of Dataset](#social-impact-of-dataset)
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+
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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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+
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+ ### [Discussion of Biases](#discussion-of-biases)
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+
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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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+
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+ ### [Other Known Limitations](#other-known-limitations)
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+
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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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+
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+ ## [Additional Information](#additional-information)
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+
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+ ### [Dataset Curators](#dataset-curators)
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+
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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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+
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+ ### [Licensing Information](#licensing-information)
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+
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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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+
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+ ### [Citation Information](#citation-information)
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+
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+ ```
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+
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+ ```
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+
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+
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+ ### Contributions
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+
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+ Thanks to [@thomwolf](https://github.com/thomwolf), [@jplu](https://github.com/jplu), [@lewtun](https://github.com/lewtun), [@lhoestq](https://github.com/lhoestq), [@mariamabarham](https://github.com/mariamabarham) for adding this dataset.