Search Results for author: Vinura Dhananjaya

Found 2 papers, 1 papers with code

BERTifying Sinhala - A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification

1 code implementation LREC 2022 Vinura Dhananjaya, Piyumal Demotte, Surangika Ranathunga, Sanath Jayasena

We test on a set of different Sinhala text classification tasks and our analysis shows that out of the pre-trained multilingual models that include Sinhala (XLM-R, LaBSE, and LASER), XLM-R is the best model by far for Sinhala text classification.

text-classification Text Classification +1

BERTifying Sinhala -- A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification

no code implementations16 Aug 2022 Vinura Dhananjaya, Piyumal Demotte, Surangika Ranathunga, Sanath Jayasena

We test on a set of different Sinhala text classification tasks and our analysis shows that out of the pre-trained multilingual models that include Sinhala (XLM-R, LaBSE, and LASER), XLM-R is the best model by far for Sinhala text classification.

text-classification Text Classification +1

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