Empowering sentiment analysis in social media: a comprehensive approach to enhance the classification of abusive Tamil comments using transformer models

Abstract Targeting individuals with abusive language based on social group membership such as gender, religion, or sexual orientation is a severe form of online verbal abuse. In today’s digital world, the extensive spread of harmful and abusive content on social media has escalated, frequently fueli...

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Bibliographic Details

Published in:	Journal of Big Data
Main Authors:	Malliga Subramanian, Sathishkumar Veerappampalayam Easwaramoorthy, Nandhini Subbarayan, Usha Moorthy
Format:	Article
Language:	English
Published:	SpringerOpen 2025-08-01
Subjects:	Abusive comments Transformer models Adapter Fine-tuned models Multilingual models
Online Access:	https://doi.org/10.1186/s40537-025-01268-6