Sayan Layek

According to our database, Sayan Layek authored at least 13 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SafeTutors: Benchmarking Pedagogical Safety in AI Tutoring Systems.

Rima Hazra, Bikram Ghuku, Ilona Marchenko, Yaroslava Tokarieva, Sayan Layek, Somnath Banerjee, Julia Stoyanovich, Mykola Pechenizkiy

CoRR, March, 2026

2025

ProSocialAlign: Preference Conditioned Test Time Alignment in Language Models.

Somnath Banerjee, Sayan Layek, Sayantan Adak, Mykola Pechenizkiy, Animesh Mukherjee, Rima Hazra

CoRR, December, 2025

Attributional Safety Failures in Large Language Models under Code-Mixed Perturbations.

Somnath Banerjee, Pratyush Chatterjee, Shanu Kumar, Sayan Layek, Parag Agrawal, Rima Hazra, Animesh Mukherjee

CoRR, May, 2025

MemeSense: An Adaptive In-Context Framework for Social Commonsense Driven Meme Moderation.

Sayantan Adak, Somnath Banerjee, Rajarshi Mandal, Avik Halder, Sayan Layek, Rima Hazra, Animesh Mukherjee

Trans. Mach. Learn. Res., 2025

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

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

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

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

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

Proceedings of the Nineteenth International AAAI Conference on Web and Social Media, 2025

Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment.

Somnath Banerjee, Sayan Layek, Pratyush Chatterjee, Animesh Mukherjee, Rima Hazra

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models.

Somnath Banerjee, Sayan Layek, Soham Tripathy, Shanu Kumar, Animesh Mukherjee, Rima Hazra

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

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

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models.

Rima Hazra, Sayan Layek, Somnath Banerjee, Soujanya Poria

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Redefining Developer Assistance: Through Large Language Models in Software Ecosystem.

Somnath Banerjee, Avik Dutta, Sayan Layek, Amruit Sahoo, Sam Conrad Joyce, Rima Hazra

CoRR, 2023