DravidianCodeMix: sentiment analysis and offensive language identification dataset for Dravidian languages in code-mixed text

This paper describes the development of a multilingual, manually annotated dataset for three under-resourced Dravidian languages generated from social media comments. The dataset was annotated for sentiment analysis and offensive language identification for a total of more than 60,000 YouTube commen...

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Vydáno v:	Language resources and evaluation Ročník 56; číslo 3; s. 765 - 806
Hlavní autoři:	Chakravarthi, Bharathi Raja, Priyadharshini, Ruba, Muralidaran, Vigneshwaran, Jose, Navya, Suryawanshi, Shardul, Sherly, Elizabeth, McCrae, John P.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Dordrecht Springer Netherlands 01.09.2022 Springer Nature B.V
Témata:	Archaeology Bilingualism Code switching Comments Computational Linguistics Computer mediated communication Computer Science Data mining Datasets Deep learning Dravidian languages English language Experiments Identification Internet Kannada language Language Language and Literature Language identification Languages Linguistics Machine learning Malayalam Mass media Multilingualism Natural language Original Paper Presidential elections Product reviews Reputation management Scripts Sentiment analysis Social media Social networks Social Sciences Tamil language User generated content Verbal communication Dravidian languages Code-mixed Sentiment analysis Malayalam Corpora Kannada Offensive language identification Tamil
ISSN:	1574-020X, 1574-0218
On-line přístup:	Získat plný text
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