| 2026 | AAAI | AURA: Affordance-Understanding and Risk-aware Alignment Technique for Large Language Models. | Sayantan Adak, Pratyush Chatterjee, Somnath Banerjee, Rima Hazra, Somak Aditya, Animesh Mukherjee |
| 2025 | AAAI | SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models. | Somnath Banerjee, Sayan Layek, Soham Tripathy, Shanu Kumar, Animesh Mukherjee, Rima Hazra |
| 2025 | EMNLP | Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment. | Somnath Banerjee, Sayan Layek, Pratyush Chatterjee, Animesh Mukherjee, Rima Hazra |
| 2025 | ICWSM | How (Un)ethical Are Instruction-Centric Responses of LLMs? Unveiling the Vulnerabilities of Safety Guardrails to Harmful Queries. | Somnath Banerjee, Sayan Layek, Rima Hazra, Animesh Mukherjee |
| 2025 | NAACL | Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance. | Somnath Banerjee, Avik Halder, Rajarshi Mandal, Sayan Layek, Ian Soboroff, Rima Hazra, Animesh Mukherjee |
| 2025 | NAACL | Navigating the Cultural Kaleidoscope: A Hitchhiker's Guide to Sensitivity in Large Language Models. | Somnath Banerjee, Sayan Layek, Hari Shrawgi, Rajarshi Mandal, Avik Halder, Shanu Kumar, Sagnik Basu, Parag Agrawal, Rima Hazra, Animesh Mukherjee |
| 2024 | ACL | Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models. | Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria |
| 2024 | COLING | InfFeed: Influence Functions as a Feedback to Improve the Performance of Subjective Tasks. | Somnath Banerjee, Maulindu Sarkar, Punyajoy Saha, Binny Mathew, Animesh Mukherjee |
| 2024 | EMNLP | Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context. | Somnath Banerjee, Amruit Sahoo, Sayan Layek, Avik Dutta, Rima Hazra, Animesh Mukherjee |
| 2024 | EMNLP | Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations. | Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria |
| 2022 | IJCNLP | Hate Speech and Offensive Language Detection in Bengali. | Mithun Das, Somnath Banerjee, Punyajoy Saha, Animesh Mukherjee |
| 2021 | EMNLP | IR like a SIR: Sense-enhanced Information Retrieval for Multiple Languages. | Rexhina Blloshmi, Tommaso Pasini, Niccol Campolungo, Somnath Banerjee, Roberto Navigli, Gabriella Pasi |
| 2020 | NLDB | A Cooking Knowledge Graph and Benchmark for Question Answering Evaluation in Lifelong Learning Scenarios. | Mathilde Veron, Anselmo Peas, Guillermo Echegoyen, Somnath Banerjee, Sahar Ghannay, Sophie Rosset |
| 2019 | WWW | Neural Product Retrieval at Walmart.com. | Alessandro Magnani, Feng Liu, Min Xie, Somnath Banerjee |
| 2017 | IJCNLP | NITMZ-JU at IJCNLP-2017 Task 4: Customer Feedback Analysis. | Somnath Banerjee, Partha Pakray, Riyanka Manna, Dipankar Das, Alexander F. Gelbukh |
| 2016 | ECIR | The First Cross-Script Code-Mixed Question Answering Corpus. | Somnath Banerjee, Sudip Kumar Naskar, Paolo Rosso, Sivaji Bandyopadhyay |
| 2013 | IJCNLP | An Empirical Study of Combing Multiple Models in Bengali Question Classification. | Somnath Banerjee, Sivaji Bandyopadhyay |
| 2012 | ICCAD | Fast and scalable hybrid functional verification and debug with dynamically reconfigurable co-simulation. | Somnath Banerjee, Tushar Gupta |
| 2012 | VLSID | Efficient Online RTL Debugging Methodology for Logic Emulation Systems. | Somnath Banerjee, Tushar Gupta |
| 2009 | SIGIR | Learning to rank for quantity consensus queries. | Somnath Banerjee, Soumen Chakrabarti, Ganesh Ramakrishnan |
| 2008 | WWW | Collaborative filtering on skewed datasets. | Somnath Banerjee, Krishnan Ramanathan |
| 2008 | SIGIR | Improving text classification accuracy using topic modeling over an additional corpus. | Somnath Banerjee |
| 2007 | ICMLA | Boosting inductive transfer for text classification using wikipedia. | Somnath Banerjee |
| 2007 | SIGIR | Clustering short texts using wikipedia. | Somnath Banerjee, Krishnan Ramanathan, Ajay Gupta |