Search Results for author: Omkar Gokhale

Found 6 papers, 2 papers with code

A Twitter BERT Approach for Offensive Language Detection in Marathi

no code implementations20 Dec 2022 Tanmay Chavan, Shantanu Patankar, Aditya Kane, Omkar Gokhale, Raviraj Joshi

The MahaTweetBERT, a BERT model, pre-trained on Marathi tweets when fine-tuned on the combined dataset (HASOC 2021 + HASOC 2022 + MahaHate), outperforms all models with an F1 score of 98. 43 on the HASOC 2022 test set.

Data Augmentation Language Identification +2

Spread Love Not Hate: Undermining the Importance of Hateful Pre-training for Hate Speech Detection

1 code implementation9 Oct 2022 Omkar Gokhale, Aditya Kane, Shantanu Patankar, Tanmay Chavan, Raviraj Joshi

Pre-training large neural language models, such as BERT, has led to impressive gains on many natural language processing (NLP) tasks.

Hate Speech Detection

Optimize_Prime@DravidianLangTech-ACL2022: Abusive Comment Detection in Tamil

no code implementations DravidianLangTech (ACL) 2022 Shantanu Patankar, Omkar Gokhale, Onkar Litake, Aditya Mandke, Dipali Kadam

This paper presents the approach used by our team - Optimize_Prime, in the ACL 2022 shared task "Abusive Comment Detection in Tamil."

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