Sayan Layek

22 papers A* 2A 1Journal 14Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
SafeTutors: Benchmarking Pedagogical Safety in AI Tutoring Systems.
CoRR
Rima Hazra, Bikram Ghuku, Ilona Marchenko, Yaroslava Tokarieva, Sayan Layek, Somnath Banerjee, Julia Stoyanovich, Mykola Pechenizkiy
2025 J jnl
Attributional Safety Failures in Large Language Models under Code-Mixed Perturbations.
CoRR
Somnath Banerjee, Pratyush Chatterjee, Shanu Kumar, Sayan Layek, Parag Agrawal, Rima Hazra, Animesh Mukherjee
2025 — conf
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance.
NAACL (Industry Track)
Somnath Banerjee, Avik Halder, Rajarshi Mandal, Sayan Layek, Ian Soboroff, Rima Hazra, Animesh Mukherjee
2025 A conf
How (Un)ethical Are Instruction-Centric Responses of LLMs? Unveiling the Vulnerabilities of Safety Guardrails to Harmful Queries.
ICWSM
Somnath Banerjee, Sayan Layek, Rima Hazra, Animesh Mukherjee
2025 J jnl
MemeSense: An Adaptive In-Context Framework for Social Commonsense Driven Meme Moderation.
CoRR
Sayantan Adak, Somnath Banerjee, Rajarshi Mandal, Avik Halder, Sayan Layek, Rima Hazra, Animesh Mukherjee
2025 J jnl
MemeSense: An Adaptive In-Context Framework for Social Commonsense Driven Meme Moderation.
Trans. Mach. Learn. Res.
Sayantan Adak, Somnath Banerjee, Rajarshi Mandal, Avik Halder, Sayan Layek, Rima Hazra, Animesh Mukherjee
2025 — conf
Navigating the Cultural Kaleidoscope: A Hitchhiker's Guide to Sensitivity in Large Language Models.
NAACL (Long Papers)
Somnath Banerjee, Sayan Layek, Hari Shrawgi, Rajarshi Mandal, Avik Halder, Shanu Kumar, Sagnik Basu, Parag Agrawal, Rima Hazra, Animesh Mukherjee
2025 J jnl
ProSocialAlign: Preference Conditioned Test Time Alignment in Language Models.
CoRR
Somnath Banerjee, Sayan Layek, Sayantan Adak, Mykola Pechenizkiy, Animesh Mukherjee, Rima Hazra
2025 A* conf
SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models.
AAAI
Somnath Banerjee, Sayan Layek, Soham Tripathy, Shanu Kumar, Animesh Mukherjee, Rima Hazra
2025 — conf
Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment.
EMNLP (Findings)
Somnath Banerjee, Sayan Layek, Pratyush Chatterjee, Animesh Mukherjee, Rima Hazra
2025 J jnl
Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment.
CoRR
Somnath Banerjee, Sayan Layek, Pratyush Chatterjee, Animesh Mukherjee, Rima Hazra
2024 J jnl
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance.
CoRR
Somnath Banerjee, Avik Halder, Rajarshi Mandal, Sayan Layek, Ian Soboroff, Rima Hazra, Animesh Mukherjee
2024 — conf
Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context.
EMNLP (Industry Track)
Somnath Banerjee, Amruit Sahoo, Sayan Layek, Avik Dutta, Rima Hazra, Animesh Mukherjee
2024 J jnl
Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context.
CoRR
Somnath Banerjee, Amruit Sahoo, Sayan Layek, Avik Dutta, Rima Hazra, Animesh Mukherjee
2024 J jnl
How (un)ethical are instruction-centric responses of LLMs? Unveiling the vulnerabilities of safety guardrails to harmful queries.
CoRR
Somnath Banerjee, Sayan Layek, Rima Hazra, Animesh Mukherjee
2024 J jnl
Navigating the Cultural Kaleidoscope: A Hitchhiker's Guide to Sensitivity in Large Language Models.
CoRR
Somnath Banerjee, Sayan Layek, Hari Shrawgi, Rajarshi Mandal, Avik Halder, Shanu Kumar, Sagnik Basu, Parag Agrawal, Rima Hazra, Animesh Mukherjee
2024 J jnl
SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models.
CoRR
Somnath Banerjee, Soham Tripathy, Sayan Layek, Shanu Kumar, Animesh Mukherjee, Rima Hazra
2024 A* conf
Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations.
EMNLP
Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria
2024 J jnl
Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations.
CoRR
Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria
2024 — conf
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models.
ACL (Findings)
Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria
2024 J jnl
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models.
CoRR
Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria
2023 J jnl
Redefining Developer Assistance: Through Large Language Models in Software Ecosystem.
CoRR
Somnath Banerjee, Avik Dutta, Sayan Layek, Amruit Sahoo, Sam Conrad Joyce, Rima Hazra