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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
-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
-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: 67260676
-  dataset_size: 272407638
----
-
-# 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:** [More Information Needed](https://github.com/huggingface/datasets/blob/master/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)
-- **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:** 64.14 MB
-- **Size of the generated dataset:** 259.80 MB
-- **Total amount of disk used:** 323.94 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:** 64.14 MB
-- **Size of the generated dataset:** 259.80 MB
-- **Total amount of disk used:** 323.94 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
-
-```
-
-@misc{kornilova2019billsum,
-    title={BillSum: A Corpus for Automatic Summarization of US Legislation},
-    author={Anastassia Kornilova and Vlad Eidelman},
-    year={2019},
-    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.

billsum.py

@@ -1,108 +0,0 @@
-# coding=utf-8
-# Copyright 2020 The TensorFlow Datasets Authors and the HuggingFace Datasets Authors.
-#
-# Licensed under the Apache License, Version 2.0 (the "License");
-# you may not use this file except in compliance with the License.
-# You may obtain a copy of the License at
-#
-#     http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS,
-# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
-# See the License for the specific language governing permissions and
-# limitations under the License.
-
-# Lint as: python3
-"""BillSum Dataset."""
-
-
-import json
-import os
-
-import datasets
-
-
-_CITATION = """
-@misc{kornilova2019billsum,
-    title={BillSum: A Corpus for Automatic Summarization of US Legislation},
-    author={Anastassia Kornilova and Vlad Eidelman},
-    year={2019},
-    eprint={1910.00523},
-    archivePrefix={arXiv},
-    primaryClass={cs.CL}
-}
-"""
-
-_DESCRIPTION = """
-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.
-"""
-
-_URL = "https://drive.google.com/uc?export=download&id=1g89WgFHMRbr4QrvA0ngh26PY081Nv3lx"
-
-_LICENSE = "CC0"
-
-_DOCUMENT = "text"
-_SUMMARY = "summary"
-
-
-class Billsum(datasets.GeneratorBasedBuilder):
-    """BillSum Dataset."""
-
-    # 2.0.0 data source updated to filter near duplicates.
-    # 3.0.0  none of the test examples are 'near duplicates' of an example in the
-    #   train set AND they dont have the same title, regardless of similarity.
-    VERSION = datasets.Version("3.0.0")
-
-    def _info(self):
-        return datasets.DatasetInfo(
-            description=_DESCRIPTION,
-            license=_LICENSE,
-            features=datasets.Features(
-                {
-                    _DOCUMENT: datasets.Value("string"),
-                    _SUMMARY: datasets.Value("string"),
-                    "title": datasets.Value("string"),
-                }
-            ),
-            supervised_keys=(_DOCUMENT, _SUMMARY),
-            homepage="https://github.com/FiscalNote/BillSum",
-            citation=_CITATION,
-        )
-
-    def _split_generators(self, dl_manager):
-        """Returns SplitGenerators."""
-        dl_path = dl_manager.download_and_extract(_URL)
-        return [
-            datasets.SplitGenerator(
-                name=datasets.Split.TRAIN,
-                gen_kwargs={"path": os.path.join(dl_path, "us_train_data_final_OFFICIAL.jsonl"), "key": "bill_id"},
-            ),
-            datasets.SplitGenerator(
-                name=datasets.Split.TEST,
-                gen_kwargs={"path": os.path.join(dl_path, "us_test_data_final_OFFICIAL.jsonl"), "key": "bill_id"},
-            ),
-            datasets.SplitGenerator(
-                name="ca_test",
-                gen_kwargs={"path": os.path.join(dl_path, "ca_test_data_final_OFFICIAL.jsonl"), "key": "external_id"},
-            ),
-        ]
-
-    def _generate_examples(self, path=None, key=None):
-        """Yields examples."""
-        with open(path, encoding="utf-8") as f:
-            for line in f:
-                # in us bills, json has fields:
-                #   text, summary, title, bill_id, text_len, sum_len
-                # in ca bills, json has fields:
-                #   text, summary, title, external_id
-                d = json.loads(line)
-                yield d[key], {k: d[k] for k in [_DOCUMENT, _SUMMARY, "title"]}

dataset_infos.json

@@ -1 +0,0 @@
-{"default": {"description": "\nBillSum, summarization of US Congressional and California state bills.\n\nThere are several features:\n  - text: bill text.\n  - summary: summary of the bills.\n  - title: title of the bills.\nfeatures for us bills. ca bills does not have.\n  - text_len: number of chars in text.\n  - sum_len: number of chars in summary.\n", "citation": "\n@misc{kornilova2019billsum,\n    title={BillSum: A Corpus for Automatic Summarization of US Legislation},\n    author={Anastassia Kornilova and Vlad Eidelman},\n    year={2019},\n    eprint={1910.00523},\n    archivePrefix={arXiv},\n    primaryClass={cs.CL}\n}\n", "homepage": "https://github.com/FiscalNote/BillSum", "license": "CC0", "features": {"text": {"dtype": "string", "id": null, "_type": "Value"}, "summary": {"dtype": "string", "id": null, "_type": "Value"}, "title": {"dtype": "string", "id": null, "_type": "Value"}}, "post_processed": null, "supervised_keys": {"input": "text", "output": "summary"}, "task_templates": null, "builder_name": "billsum", "config_name": "default", "version": {"version_str": "3.0.0", "description": null, "major": 3, "minor": 0, "patch": 0}, "splits": {"train": {"name": "train", "num_bytes": 219596090, "num_examples": 18949, "dataset_name": "billsum"}, "test": {"name": "test", "num_bytes": 37866257, "num_examples": 3269, "dataset_name": "billsum"}, "ca_test": {"name": "ca_test", "num_bytes": 14945291, "num_examples": 1237, "dataset_name": "billsum"}}, "download_checksums": {"https://drive.google.com/uc?export=download&id=1g89WgFHMRbr4QrvA0ngh26PY081Nv3lx": {"num_bytes": 67260676, "checksum": "5a55dfb231618d63b25cec4773280a2986d38f53d6d4d39b8256b278edf1110c"}}, "download_size": 67260676, "post_processing_size": null, "dataset_size": 272407638, "size_in_bytes": 339668314}}

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