wiki_bio

• Description:

WikiBio is constructed using Wikipedia biography pages, it contains the first paragraph and the infobox tokenized. The dataset follows a standarized table format.

• Additional Documentation: Explore on Papers With Code

• Homepage: https://github.com/DavidGrangier/wikipedia-biography-dataset

• Source code: tfds.structured.WikiBio

• Versions:

  • 0.1.0 (default): No release notes.

• Download size: 318.53 MiB

• Dataset size: 795.98 MiB

• Auto-cached (documentation): No

• Splits:

Split	Examples
'test'	72,831
'train'	582,659
'validation'	72,831

• Feature structure:

FeaturesDict({
    'input_text': FeaturesDict({
        'context': string,
        'table': Sequence({
            'column_header': string,
            'content': string,
            'row_number': int16,
        }),
    }),
    'target_text': string,
})

• Feature documentation:

Feature	Class	Shape	Dtype	Description
	FeaturesDict
input_text	FeaturesDict
input_text/context	Tensor		string
input_text/table	Sequence
input_text/table/column_header	Tensor		string
input_text/table/content	Tensor		string
input_text/table/row_number	Tensor		int16
target_text	Tensor		string

• Supervised keys (See as_supervised doc): ('input_text', 'target_text')

• Figure (tfds.show_examples): Not supported.

• Examples (tfds.as_dataframe):

• Citation:

@inproceedings{lebret-etal-2016-neural,
    title = "Neural Text Generation from Structured Data with Application to the Biography Domain",
    author = "Lebret, R{'e}mi  and
      Grangier, David  and
      Auli, Michael",
    booktitle = "Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing",
    month = nov,
    year = "2016",
    address = "Austin, Texas",
    publisher = "Association for Computational Linguistics",
    url = "https://www.aclweb.org/anthology/D16-1128",
    doi = "10.18653/v1/D16-1128",
    pages = "1203--1213",
}