research data . Dataset . 2021

DravidianCodeMix: Sentiment Analysis and Offensive Language Identification Dataset for Dravidian Languages in Code-Mixed Text

Chakravarthi, Bharathi Raja; Priyadharshini, Ruba; Muralidaran, Vigneshwaran; Jose, Navya; Suryawanshi, Shardul; McCrae, John P.;
Open Access
  • Published: 12 May 2021
  • Publisher: Zenodo
Abstract
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 comments. The dataset consists of around 44,000 comments in Tamil-English, around 7,000 comments in Kannada-English, and around 20,000 comments in Malayalam-English. The data was manually annotated by volunteer annotators and has a high inter-annotator agreement in Krippendorff's alpha. The dataset contains all types of code-mixing phenomena since it comprises user-generate...
Subjects
free text keywords: Tamil, Malayalam, Kannada, Dravidian languages, Sentiment Analysis, Offensive langauge identification, Code-mixed, corpora
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Open Access
Zenodo
Dataset . 2021
Provider: Datacite
Open Access
Zenodo
Dataset . 2021
Provider: Datacite
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