annotations_creators:
- found
language_creators:
- found
language:
- en
license:
- cc-by-sa-3.0
multilinguality:
- monolingual
size_categories:
- 100K<n<1M
source_datasets:
- original
task_categories:
- table-to-text
task_ids: []
paperswithcode_id: wikibio
pretty_name: WikiBio
dataset_info:
features:
- name: input_text
struct:
- name: table
sequence:
- name: column_header
dtype: string
- name: row_number
dtype: int16
- name: content
dtype: string
- name: context
dtype: string
- name: target_text
dtype: string
splits:
- name: train
num_bytes: 619269257
num_examples: 582659
- name: test
num_bytes: 77264695
num_examples: 72831
- name: val
num_bytes: 77335069
num_examples: 72831
download_size: 333998704
dataset_size: 773869021
Dataset Card for [Dataset Name]
Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
- Repository: https://github.com/DavidGrangier/wikipedia-biography-dataset
- Paper: https://arxiv.org/pdf/1603.07771.pdf
- GitHub: https://github.com/DavidGrangier/wikipedia-biography-dataset
Dataset Summary
This Dataset contains 728321 biographies extracted from Wikipedia containing the first paragraph of the biography and the tabular infobox.
Supported Tasks and Leaderboards
The main purpose of this dataset is developing text generation models.
Languages
English.
Dataset Structure
Data Instances
More Information Needed
Data Fields
The structure of a single sample is the following:
{
"input_text":{
"context":"pope michael iii of alexandria\n",
"table":{
"column_header":[
"type",
"ended",
"death_date",
"title",
"enthroned",
"name",
"buried",
"religion",
"predecessor",
"nationality",
"article_title",
"feast_day",
"birth_place",
"residence",
"successor"
],
"content":[
"pope",
"16 march 907",
"16 march 907",
"56th of st. mark pope of alexandria & patriarch of the see",
"25 april 880",
"michael iii of alexandria",
"monastery of saint macarius the great",
"coptic orthodox christian",
"shenouda i",
"egyptian",
"pope michael iii of alexandria\n",
"16 -rrb- march -lrb- 20 baramhat in the coptic calendar",
"egypt",
"saint mark 's church",
"gabriel i"
],
"row_number":[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]
}
},
"target_text":"pope michael iii of alexandria -lrb- also known as khail iii -rrb- was the coptic pope of alexandria and patriarch of the see of st. mark -lrb- 880 -- 907 -rrb- .\nin 882 , the governor of egypt , ahmad ibn tulun , forced khail to pay heavy contributions , forcing him to sell a church and some attached properties to the local jewish community .\nthis building was at one time believed to have later become the site of the cairo geniza .\n"
}
where, in the "table" field, all the information of the Wikpedia infobox is stored (the header of the infobox is stored in "column_header" and the information in the "content" field).
Data Splits
- Train: 582659 samples.
- Test: 72831 samples.
- Validation: 72831 samples.
Dataset Creation
Curation Rationale
[More Information Needed]
Source Data
This dataset was announced in the paper Neural Text Generation from Structured Data with Application to the Biography Domain (arxiv link) and is stored in this repo (owned by DavidGrangier).
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
[More Information Needed]
Annotations
Annotation process
[More Information Needed]
Who are the annotators?
[More Information Needed]
Personal and Sensitive Information
[More Information Needed]
Considerations for Using the Data
Social Impact of Dataset
[More Information Needed]
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
[More Information Needed]
Licensing Information
This dataset is ditributed under Creative Comons CC BY-SA 3.0 License.
Citation Information
For refering the original paper in BibTex format:
@article{DBLP:journals/corr/LebretGA16,
author = {R{\'{e}}mi Lebret and
David Grangier and
Michael Auli},
title = {Generating Text from Structured Data with Application to the Biography
Domain},
journal = {CoRR},
volume = {abs/1603.07771},
year = {2016},
url = {http://arxiv.org/abs/1603.07771},
archivePrefix = {arXiv},
eprint = {1603.07771},
timestamp = {Mon, 13 Aug 2018 16:48:30 +0200},
biburl = {https://dblp.org/rec/journals/corr/LebretGA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Contributions
Thanks to @alejandrocros for adding this dataset.