Dataset Card for kinnews_kirnews

Dataset Summary

Kinyarwanda and Kirundi news classification datasets (KINNEWS and KIRNEWS,respectively), which were both collected from Rwanda and Burundi news websites and newspapers, for low-resource monolingual and cross-lingual multiclass classification tasks.

Supported Tasks and Leaderboards

This dataset can be used for text classification of news articles in Kinyarwadi and Kirundi languages. Each news article can be classified into one of the 14 possible classes. The classes are:

politics
sport
economy
health
entertainment
history
technology
culture
religion
environment
education
relationship

Languages

Kinyarwanda and Kirundi

Dataset Structure

Data Instances

Here is an example from the dataset:

Field	Value
label	1
kin_label/kir_label	'inkino'
url	'https://nawe.bi/Primus-Ligue-Imirwi-igiye-guhura-gute-ku-ndwi-ya-6-y-ihiganwa.html'
title	'Primus Ligue\xa0: Imirwi igiye guhura gute ku ndwi ya 6 y’ihiganwa\xa0?'
content	' Inkino zitegekanijwe kuruno wa gatandatu igenekerezo rya 14 Nyakanga umwaka wa 2019...'
en_label	'sport'

Data Fields

The raw version of the data for Kinyarwanda language consists of these fields

label: The category of the news article
kin_label/kir_label: The associated label in Kinyarwanda/Kirundi language
en_label: The associated label in English
url: The URL of the news article
title: The title of the news article
content: The content of the news article

The cleaned version contains only the label, title and the content fields

Data Splits

Lang	Train	Test
Kinyarwandai Raw	17014	4254
Kinyarwandai Clean	17014	4254
Kirundi Raw	3689	923
Kirundi Clean	3689	923

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

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

[More Information Needed]

Citation Information

@article{niyongabo2020kinnews,
  title={KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi},
  author={Niyongabo, Rubungo Andre and Qu, Hong and Kreutzer, Julia and Huang, Li},
  journal={arXiv preprint arXiv:2010.12174},
  year={2020}
}

Contributions

Thanks to @saradhix for adding this dataset.