Datasets:

michaelauli
/

wiki_bio

	---
	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-description)
	- [Dataset Summary](#dataset-summary)
	- [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards)
	- [Languages](#languages)
	- [Dataset Structure](#dataset-structure)
	- [Data Instances](#data-instances)
	- [Data Fields](#data-fields)
	- [Data Splits](#data-splits)
	- [Dataset Creation](#dataset-creation)
	- [Curation Rationale](#curation-rationale)
	- [Source Data](#source-data)
	- [Annotations](#annotations)
	- [Personal and Sensitive Information](#personal-and-sensitive-information)
	- [Considerations for Using the Data](#considerations-for-using-the-data)
	- [Social Impact of Dataset](#social-impact-of-dataset)
	- [Discussion of Biases](#discussion-of-biases)
	- [Other Known Limitations](#other-known-limitations)
	- [Additional Information](#additional-information)
	- [Dataset Curators](#dataset-curators)
	- [Licensing Information](#licensing-information)
	- [Citation Information](#citation-information)
	- [Contributions](#contributions)

	## 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:
	```json
	{
	"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 <em>Neural Text Generation from Structured Data with Application to the Biography Domain</em> [(arxiv link)](https://arxiv.org/pdf/1603.07771.pdf) and is stored in [this](https://github.com/DavidGrangier/wikipedia-biography-dataset) 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](https://github.com/alejandrocros) for adding this dataset.