- 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.
Homepage: https://github.com/FiscalNote/BillSum
Source code:
tfds.summarization.Billsum
Versions:
3.0.0
(default): No release notes.
Download size:
64.14 MiB
Dataset size:
Unknown size
Auto-cached (documentation): Unknown
Splits:
Split | Examples |
---|---|
'ca_test' |
1,237 |
'test' |
3,269 |
'train' |
18,949 |
- Features:
FeaturesDict({
'summary': Text(shape=(), dtype=tf.string),
'text': Text(shape=(), dtype=tf.string),
'title': Text(shape=(), dtype=tf.string),
})
Supervised keys (See
as_supervised
doc):('text', 'summary')
Figure (tfds.show_examples): Not supported.
Examples (tfds.as_dataframe):
- 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}
}