Exploring Transformer Based Models to Identify Hate Speech and Offensive Content in English and Indo-Aryan Languages. - Somnath Banerjee 002; Maulindu Sarkar; Nancy Agrawal; Punyajoy Saha; Mithun Das (FIRE (Working Notes), 2021)

Abusive and Threatening Language Detection in Urdu using Boosting Based and BERT Based Models: A Comparative Approach. - Mithun Das; Somnath Banerjee 002; Punyajoy Saha (FIRE (Working Notes), 2021)

Data Bootstrapping Approaches to Improve Low Resource Abusive Language Detection for Indic Languages. - Mithun Das; Somnath Banerjee 002; Animesh Mukherjee 001 (HT, 2022)

Hate Speech and Offensive Language Detection in Bengali. - Mithun Das; Somnath Banerjee 002; Punyajoy Saha; Animesh Mukherjee 001 (AACL/IJCNLP (1), 2022)

Multilingual Abusive Comment Detection at Scale for Indic Languages. - Vikram Gupta; Sumegh Roychowdhury; Mithun Das; Somnath Banerjee 002; Punyajoy Saha; Binny Mathew; Hastagiri Prakash Vanchinathan; Animesh Mukherjee 001 (NeurIPS, 2022)

hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification. - Mithun Das; Somnath Banerjee 002; Animesh Mukherjee 001 (CoRR, 2022)

Duplicate Question Retrieval and Confirmation Time Prediction in Software Communities. - Rima Hazra; Debanjan Saha; Amruit Sahoo; Somnath Banerjee 002; Animesh Mukherjee 001 (ASONAM, 2023)

Evaluating the Ebb and Flow: An In-depth Analysis of Question-Answering Trends across Diverse Platforms. - Rima Hazra; Agnik Saha; Somnath Banerjee 002; Animesh Mukherjee 001 (CoRR, 2023)

Redefining Developer Assistance: Through Large Language Models in Software Ecosystem. - Somnath Banerjee 002; Avik Dutta; Sayan Layek; Amruit Sahoo; Sam Conrad Joyce; Rima Hazra (CoRR, 2023)

Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models. - Rima Hazra; Sayan Layek; Somnath Banerjee 002; Soujanya Poria (ACL (Findings), 2024)

InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks. - Somnath Banerjee 002; Maulindu Sarkar; Punyajoy Saha; Binny Mathew; Animesh Mukherjee 001 (LREC/COLING, 2024)

Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context. - Somnath Banerjee 002; Amruit Sahoo; Sayan Layek; Avik Dutta; Rima Hazra; Animesh Mukherjee 001 (EMNLP (Industry Track), 2024)

Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations. - Rima Hazra; Sayan Layek; Somnath Banerjee 002; Soujanya Poria (EMNLP, 2024)

DistALANER: Distantly Supervised Active Learning Augmented Named Entity Recognition in the Open Source Software Ecosystem. - Somnath Banerjee 002; Avik Dutta; Aaditya Agrawal; Rima Hazra; Animesh Mukherjee 001 (ECML/PKDD (10), 2024)

SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models. - Somnath Banerjee 002; Sayan Layek; Soham Tripathy; Shanu Kumar; Animesh Mukherjee 001; Rima Hazra (AAAI, 2025)

How (Un)ethical Are Instruction-Centric Responses of LLMs? Unveiling the Vulnerabilities of Safety Guardrails to Harmful Queries. - Somnath Banerjee 002; Sayan Layek; Rima Hazra; Animesh Mukherjee 001 (ICWSM, 2025)

Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance. - Somnath Banerjee 002; Avik Halder; Rajarshi Mandal; Sayan Layek; Ian Soboroff; Rima Hazra; Animesh Mukherjee 001 (NAACL (Industry Track), 2025)

Navigating the Cultural Kaleidoscope: A Hitchhiker's Guide to Sensitivity in Large Language Models. - Somnath Banerjee 002; Sayan Layek; Hari Shrawgi; Rajarshi Mandal; Avik Halder; Shanu Kumar; Sagnik Basu; Parag Agrawal; Rima Hazra; Animesh Mukherjee 001 (NAACL (Long Papers), 2025)

Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment. - Somnath Banerjee 002; Sayan Layek; Pratyush Chatterjee; Animesh Mukherjee 001; Rima Hazra (CoRR, 2025)

MemeSense: An Adaptive In-Context Framework for Social Commonsense Driven Meme Moderation. - Sayantan Adak; Somnath Banerjee 002; Rajarshi Mandal; Avik Halder; Sayan Layek; Rima Hazra; Animesh Mukherjee 001 (CoRR, 2025)

Attributional Safety Failures in Large Language Models under Code-Mixed Perturbations. - Somnath Banerjee 002; Pratyush Chatterjee; Shanu Kumar; Sayan Layek; Parag Agrawal; Rima Hazra; Animesh Mukherjee 001 (CoRR, 2025)