- Description:
WikiBio is constructed using Wikipedia biography pages, it contains the first paragraph and the infobox tokenized. The dataset follows a standarized table format.
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 |
- Features:
FeaturesDict({
'input_text': FeaturesDict({
'context': tf.string,
'table': Sequence({
'column_header': tf.string,
'content': tf.string,
'row_number': tf.int16,
}),
}),
'target_text': tf.string,
})
Supervised keys (See
as_supervised
doc):('input_text', 'target_text')
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",
}
Figure (tfds.show_examples): Not supported.
Examples (tfds.as_dataframe):