Duplicate from FiscalNote/billsum

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README.md

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+---
+annotations_creators:
+- found
+language_creators:
+- found
+language:
+- en
+license:
+- cc0-1.0
+multilinguality:
+- monolingual
+size_categories:
+- 10K<n<100K
+source_datasets:
+- original
+task_categories:
+- summarization
+task_ids: []
+paperswithcode_id: billsum
+pretty_name: BillSum
+tags:
+- bills-summarization
+dataset_info:
+  features:
+  - name: text
+    dtype: string
+  - name: summary
+    dtype: string
+  - name: title
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 219596090
+    num_examples: 18949
+  - name: test
+    num_bytes: 37866257
+    num_examples: 3269
+  - name: ca_test
+    num_bytes: 14945291
+    num_examples: 1237
+  download_size: 113729382
+  dataset_size: 272407638
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+  - split: test
+    path: data/test-*
+  - split: ca_test
+    path: data/ca_test-*
+train-eval-index:
+- config: default
+  task: summarization
+  task_id: summarization
+  splits:
+    train_split: train
+    eval_split: test
+  col_mapping:
+    text: text
+    summary: target
+  metrics:
+  - type: rouge
+    name: Rouge
+---
+
+# Dataset Card for "billsum"
+
+## 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:** [https://github.com/FiscalNote/BillSum](https://github.com/FiscalNote/BillSum)
+- **Repository:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+- **Paper:** https://aclanthology.org/D19-5406/
+- **Paper:** https://arxiv.org/abs/1910.00523
+- **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:** 67.26 MB
+- **Size of the generated dataset:** 272.42 MB
+- **Total amount of disk used:** 339.68 MB
+
+### Dataset Summary
+
+BillSum, summarization of US Congressional and California state bills.
+
+There are several features:
+  - text: bill text.
+  - summary: summary of the bills.
+  - title: title of the bills.
+features for us bills. ca bills does not have.
+  - text_len: number of chars in text.
+  - sum_len: number of chars in summary.
+
+### Supported Tasks and Leaderboards
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### Languages
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+## Dataset Structure
+
+### Data Instances
+
+#### default
+
+- **Size of downloaded dataset files:** 67.26 MB
+- **Size of the generated dataset:** 272.42 MB
+- **Total amount of disk used:** 339.68 MB
+
+An example of 'train' looks as follows.
+```
+{
+    "summary": "some summary",
+    "text": "some text.",
+    "title": "An act to amend Section xxx."
+}
+```
+
+### Data Fields
+
+The data fields are the same among all splits.
+
+#### default
+- `text`: a `string` feature.
+- `summary`: a `string` feature.
+- `title`: a `string` feature.
+
+### Data Splits
+
+| name  |train|ca_test|test|
+|-------|----:|------:|---:|
+|default|18949|   1237|3269|
+
+## 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
+
+The data consists of three parts: US training bills, US test bills and California test bills. The US bills were collected from the [Govinfo](https://github.com/unitedstates/congress) service provided by the United States Government Publishing Office (GPO) under CC0-1.0 license. The California, bills from the 2015-2016 session are available from the legislature’s [website](https://leginfo.legislature.ca.gov/).
+
+#### 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
+
+[More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
+
+### Citation Information
+
+```
+@inproceedings{kornilova-eidelman-2019-billsum,
+    title = "{B}ill{S}um: A Corpus for Automatic Summarization of {US} Legislation",
+    author = "Kornilova, Anastassia  and
+      Eidelman, Vladimir",
+    editor = "Wang, Lu  and
+      Cheung, Jackie Chi Kit  and
+      Carenini, Giuseppe  and
+      Liu, Fei",
+    booktitle = "Proceedings of the 2nd Workshop on New Frontiers in Summarization",
+    month = nov,
+    year = "2019",
+    address = "Hong Kong, China",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/D19-5406",
+    doi = "10.18653/v1/D19-5406",
+    pages = "48--56",
+    eprint={1910.00523},
+    archivePrefix={arXiv},
+    primaryClass={cs.CL},
+}
+```
+
+
+### Contributions
+
+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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