Update files from the datasets library (from 1.3.0)
Browse filesRelease notes: https://github.com/huggingface/datasets/releases/tag/1.3.0
README.md
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---
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---
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# Dataset Card for "qangaroo"
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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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## [Dataset Description](#dataset-description)
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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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### [Dataset Summary](#dataset-summary)
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We have created two new Reading Comprehension datasets focussing on multi-hop (alias multi-step) inference.
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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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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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The two QAngaroo datasets provide a training and evaluation resource for such methods.
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### [Supported Tasks](#supported-tasks)
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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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### [Languages](#languages)
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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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## [Dataset Structure](#dataset-structure)
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We show detailed information for up to 5 configurations of the dataset.
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### [Data Instances](#data-instances)
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#### masked_medhop
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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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An example of 'validation' looks as follows.
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```
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```
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#### masked_wikihop
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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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An example of 'validation' looks as follows.
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```
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```
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#### medhop
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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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An example of 'validation' looks as follows.
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```
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```
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#### wikihop
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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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An example of 'validation' looks as follows.
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```
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```
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### [Data Fields](#data-fields)
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The data fields are the same among all splits.
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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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#### 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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#### 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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#### 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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### [Data Splits Sample Size](#data-splits-sample-size)
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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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## [Dataset Creation](#dataset-creation)
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### [Curation Rationale](#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](#source-data)
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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](#annotations)
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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](#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](#considerations-for-using-the-data)
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### [Social Impact of Dataset](#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](#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](#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](#additional-information)
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### [Dataset Curators](#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](#licensing-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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### [Citation Information](#citation-information)
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```
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```
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### Contributions
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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.
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