Datasets:

ai4bharat
/

IndicWikiBio

	---
	annotations_creators:
	- no-annotation
	language_creators:
	- found
	language:
	- as
	- bn
	- hi
	- kn
	- ml
	- or
	- pa
	- ta
	- te
	license:
	- cc-by-nc-4.0
	multilinguality:
	- multilingual
	pretty_name: IndicWikiBio
	size_categories:
	- 1960<n<11,502
	source_datasets:
	- none. Originally generated from www.wikimedia.org.
	task_categories:
	- conditional-text-generation
	task_ids:
	- conditional-text-generation-other-wikibio
	---

	# Dataset Card for "IndicWikiBio"

	## Table of Contents
	- [Dataset Card Creation Guide](#dataset-card-creation-guide)
	- [Table of Contents](#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)
	- [Initial Data Collection and Normalization](#initial-data-collection-and-normalization)
	- [Who are the source language producers?](#who-are-the-source-language-producers)
	- [Annotations](#annotations)
	- [Annotation process](#annotation-process)
	- [Who are the annotators?](#who-are-the-annotators)
	- [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

	- Homepage: https://indicnlp.ai4bharat.org/indicnlg-suite
	- Paper: [IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages](https://arxiv.org/abs/2203.05437)
	- Point of Contact:

	### Dataset Summary

	The WikiBio dataset released as part of IndicNLG Suite. Each
	example has four fields: id, infobox, serialized infobox and summary. We create this dataset in nine
	languages including as, bn, hi, kn, ml, or, pa, ta, te. The total
	size of the dataset is 57,426.


	### Supported Tasks and Leaderboards

	Tasks: WikiBio

	Leaderboards: Currently there is no Leaderboard for this dataset.

	### Languages
	- `Assamese (as)`
	- `Bengali (bn)`
	- `Kannada (kn)`
	- `Hindi (hi)`
	- `Malayalam (ml)`
	- `Oriya (or)`
	- `Punjabi (pa)`
	- `Tamil (ta)`
	- `Telugu (te)`

	## Dataset Structure

	### Data Instances

	One random example from the `hi` dataset is given below in JSON format.
	```
	{
	"id": 26,
	"infobox": "name_1:सी॰\tname_2:एल॰\tname_3:रुआला\toffice_1:सांसद\toffice_2:-\toffice_3:मिजोरम\toffice_4:लोक\toffice_5:सभा\toffice_6:निर्वाचन\toffice_7:क्षेत्र\toffice_8:।\toffice_9:मिजोरम\tterm_1:2014\tterm_2:से\tterm_3:2019\tnationality_1:भारतीय",
	"serialized_infobox": "<TAG> name </TAG> सी॰ एल॰ रुआला <TAG> office </TAG> सांसद - मिजोरम लोक सभा निर्वाचन क्षेत्र । मिजोरम <TAG> term </TAG> 2014 से 2019 <TAG> nationality </TAG> भारतीय",
	"summary": "सी॰ एल॰ रुआला भारत की सोलहवीं लोक सभा के सांसद हैं।"
	}

	```

	### Data Fields
	- `id (string)`: Unique identifier.
	- `infobox (string)`: Raw Infobox.
	- `serialized_infobox (string)`: Serialized Infobox as input.
	- `summary (string)`: Summary of Infobox/First line of Wikipedia page.


	### Data Splits

	Here is the number of samples in each split for all the languages.




	Language \| ISO 639-1 Code \| Train \| Test \| Val \|
	---------- \| ---------- \| ---------- \| ---------- \| ---------- \|
	Assamese \| as \| 1,300 \| 391 \| 381 \|
	Bengali \| bn \| 4,615 \| 1,521 \| 1,567 \|
	Hindi \| hi \| 5,684 \| 1,919 \| 1,853 \|
	Kannada \| kn \| 1,188 \| 389 \| 383 \|
	Malayalam \| ml \| 5,620 \| 1,835 \| 1,896 \|
	Oriya \| or \| 1,687 \| 558 \| 515 \|
	Punjabi \| pa \| 3,796 \| 1,227 \| 1,331 \|
	Tamil \| ta \| 8,169 \| 2,701 \| 2,632 \|
	Telugu \| te \| 2,594 \| 854 \| 820 \|


	## Dataset Creation

	### Curation Rationale

	[Detailed in the paper](https://arxiv.org/abs/2203.05437)

	### Source Data

	None

	#### Initial Data Collection and Normalization

	[Detailed in the paper](https://arxiv.org/abs/2203.05437)


	#### Who are the source language producers?

	[Detailed in the paper](https://arxiv.org/abs/2203.05437)


	### Annotations
	[More information needed]
	#### 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

	Contents of this repository are restricted to only non-commercial research purposes under the [Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0)](https://creativecommons.org/licenses/by-nc/4.0/). Copyright of the dataset contents belongs to the original copyright holders.
	### Citation Information

	If you use any of the datasets, models or code modules, please cite the following paper:
	```
	@inproceedings{Kumar2022IndicNLGSM,
	title={IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages},
	author={Aman Kumar and Himani Shrotriya and Prachi Sahu and Raj Dabre and Ratish Puduppully and Anoop Kunchukuttan and Amogh Mishra and Mitesh M. Khapra and Pratyush Kumar},
	year={2022},
	url = "https://arxiv.org/abs/2203.05437",
	```


	### Contributions

	[Detailed in the paper](https://arxiv.org/abs/2203.05437)