multi_news

• Description:

Multi-News, consists of news articles and human-written summaries of these articles from the site newser.com. Each summary is professionally written by editors and includes links to the original articles cited.

There are two features: - document: text of news articles seperated by special token "|||||". - summary: news summary.

• Additional Documentation: Explore on Papers With Code

• Homepage: https://github.com/Alex-Fabbri/Multi-News

• Source code: tfds.summarization.MultiNews

• Versions:

  • 1.0.0 (default): No release notes.

• Download size: 245.06 MiB

• Dataset size: 669.80 MiB

• Auto-cached (documentation): No

• Splits:

Split	Examples
'test'	5,622
'train'	44,972
'validation'	5,622

• Feature structure:

FeaturesDict({
    'document': Text(shape=(), dtype=string),
    'summary': Text(shape=(), dtype=string),
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
document	Text		string
summary	Text		string

• Supervised keys (See as_supervised doc): ('document', 'summary')

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe):

• Citation:

@misc{alex2019multinews,
    title={Multi-News: a Large-Scale Multi-Document Summarization Dataset and Abstractive Hierarchical Model},
    author={Alexander R. Fabbri and Irene Li and Tianwei She and Suyi Li and Dragomir R. Radev},
    year={2019},
    eprint={1906.01749},
    archivePrefix={arXiv},
    primaryClass={cs.CL}
}