Datasets:
Tasks:
Summarization
Modalities:
Text
Formats:
parquet
Languages:
English
Size:
10K - 100K
ArXiv:
Tags:
bills-summarization
License:
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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| 1 |
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---
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annotations_creators:
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- found
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language_creators:
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- found
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languages:
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- en
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| 8 |
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licenses:
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- unknown
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multilinguality:
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- monolingual
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size_categories:
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- 10K<n<100K
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source_datasets:
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- original
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task_categories:
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- conditional-text-generation
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task_ids:
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- summarization
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---
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# Dataset Card for "billsum"
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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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| 27 |
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- [Supported Tasks](#supported-tasks)
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| 28 |
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- [Languages](#languages)
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| 29 |
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- [Dataset Structure](#dataset-structure)
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| 30 |
+
- [Data Instances](#data-instances)
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| 31 |
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- [Data Fields](#data-fields)
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| 32 |
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- [Data Splits Sample Size](#data-splits-sample-size)
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| 33 |
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- [Dataset Creation](#dataset-creation)
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| 34 |
+
- [Curation Rationale](#curation-rationale)
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| 35 |
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- [Source Data](#source-data)
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| 36 |
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- [Annotations](#annotations)
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| 37 |
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- [Personal and Sensitive Information](#personal-and-sensitive-information)
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| 38 |
+
- [Considerations for Using the Data](#considerations-for-using-the-data)
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| 39 |
+
- [Social Impact of Dataset](#social-impact-of-dataset)
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| 40 |
+
- [Discussion of Biases](#discussion-of-biases)
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| 41 |
+
- [Other Known Limitations](#other-known-limitations)
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| 42 |
+
- [Additional Information](#additional-information)
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| 43 |
+
- [Dataset Curators](#dataset-curators)
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| 44 |
+
- [Licensing Information](#licensing-information)
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| 45 |
+
- [Citation Information](#citation-information)
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| 46 |
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- [Contributions](#contributions)
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## [Dataset Description](#dataset-description)
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| 49 |
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- **Homepage:** [https://github.com/FiscalNote/BillSum](https://github.com/FiscalNote/BillSum)
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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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| 53 |
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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:** 64.14 MB
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| 55 |
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- **Size of the generated dataset:** 259.80 MB
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- **Total amount of disk used:** 323.94 MB
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### [Dataset Summary](#dataset-summary)
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BillSum, summarization of US Congressional and California state bills.
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There are several features:
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- text: bill text.
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- summary: summary of the bills.
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- title: title of the bills.
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features for us bills. ca bills does not have.
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- text_len: number of chars in text.
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- sum_len: number of chars in summary.
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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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#### default
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- **Size of downloaded dataset files:** 64.14 MB
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| 87 |
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- **Size of the generated dataset:** 259.80 MB
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| 88 |
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- **Total amount of disk used:** 323.94 MB
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An example of 'train' looks as follows.
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```
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{
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"summary": "some summary",
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"text": "some text.",
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"title": "An act to amend Section xxx."
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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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#### default
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- `text`: a `string` feature.
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- `summary`: a `string` feature.
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- `title`: a `string` feature.
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### [Data Splits Sample Size](#data-splits-sample-size)
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| name |train|ca_test|test|
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|-------|----:|------:|---:|
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|default|18949| 1237|3269|
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## [Dataset Creation](#dataset-creation)
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### [Curation Rationale](#curation-rationale)
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| 117 |
+
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| 118 |
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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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| 119 |
+
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| 120 |
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### [Source Data](#source-data)
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| 121 |
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| 122 |
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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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| 123 |
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| 124 |
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### [Annotations](#annotations)
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| 125 |
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| 126 |
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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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| 127 |
+
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| 128 |
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### [Personal and Sensitive Information](#personal-and-sensitive-information)
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| 129 |
+
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| 130 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 131 |
+
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| 132 |
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## [Considerations for Using the Data](#considerations-for-using-the-data)
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| 133 |
+
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| 134 |
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### [Social Impact of Dataset](#social-impact-of-dataset)
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| 135 |
+
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| 136 |
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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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| 137 |
+
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| 138 |
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### [Discussion of Biases](#discussion-of-biases)
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| 139 |
+
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| 140 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 141 |
+
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| 142 |
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### [Other Known Limitations](#other-known-limitations)
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| 143 |
+
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| 144 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 145 |
+
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| 146 |
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## [Additional Information](#additional-information)
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| 147 |
+
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| 148 |
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### [Dataset Curators](#dataset-curators)
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| 149 |
+
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| 150 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 151 |
+
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| 152 |
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### [Licensing Information](#licensing-information)
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| 153 |
+
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| 154 |
+
[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
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| 155 |
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| 156 |
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### [Citation Information](#citation-information)
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| 157 |
+
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| 158 |
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```
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| 159 |
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@misc{kornilova2019billsum,
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title={BillSum: A Corpus for Automatic Summarization of US Legislation},
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author={Anastassia Kornilova and Vlad Eidelman},
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year={2019},
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| 164 |
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eprint={1910.00523},
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| 165 |
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archivePrefix={arXiv},
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| 166 |
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primaryClass={cs.CL}
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}
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```
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### Contributions
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| 173 |
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Thanks to [@thomwolf](https://github.com/thomwolf), [@jplu](https://github.com/jplu), [@lewtun](https://github.com/lewtun) for adding this dataset.
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