PPaperPicks

Somnath Banerjee

10 papers at tracked venues · 3 at CORE A* · active 2024–2026

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Venues

EMNLP ×3AAAI ×2NAACL ×2ACL ×1ECML-PKDD ×1ICWSM ×1

Frequent coauthors

Rima Hazra
×10
Animesh Mukherjee
×8
Sayan Layek
×8
Pratyush Chatterjee
×2
Avik Halder
×2
Rajarshi Mandal
×2
Shanu Kumar
×2
Avik Dutta
×2
Soujanya Poria
×2
Sayantan Adak
×1
Somak Aditya
×1
Ian Soboroff
×1

Papers

  1. AURA: Affordance-Understanding and Risk-aware Alignment Technique for Large Language Models
    AAAI 2026 ·
    Sayantan Adak
    ,
    Pratyush Chatterjee
    , Somnath Banerjee,
    Rima Hazra
    ,
    Somak Aditya
    ,
    Animesh Mukherjee
  2. Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance
    NAACL 2025 · Somnath Banerjee,
    Avik Halder
    ,
    Rajarshi Mandal
    ,
    Sayan Layek
    ,
    Ian Soboroff
    ,
    Rima Hazra
    ,
    Animesh Mukherjee
  3. How (Un)ethical Are Instruction-Centric Responses of LLMs? Unveiling the Vulnerabilities of Safety Guardrails to Harmful Queries
    ICWSM 2025 · Somnath Banerjee,
    Sayan Layek
    ,
    Rima Hazra
    ,
    Animesh Mukherjee
  4. Navigating the Cultural Kaleidoscope: A Hitchhiker's Guide to Sensitivity in Large Language Models
    NAACL 2025 · Somnath Banerjee,
    Sayan Layek
    ,
    Hari Shrawgi
    ,
    Rajarshi Mandal
    ,
    Avik Halder
    ,
    Shanu Kumar
    ,
    Sagnik Basu
    ,
    Parag Agrawal
    ,
    Rima Hazra
    ,
    Animesh Mukherjee
  5. SafeInfer: Context Adaptive Decoding Time Safety Alignment for Large Language Models
    AAAI 2025 · Somnath Banerjee,
    Sayan Layek
    ,
    Soham Tripathy
    ,
    Shanu Kumar
    ,
    Animesh Mukherjee
    ,
    Rima Hazra
  6. Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment
    EMNLP 2025 · Somnath Banerjee,
    Sayan Layek
    ,
    Pratyush Chatterjee
    ,
    Animesh Mukherjee
    ,
    Rima Hazra
  7. Context Matters: Pushing the Boundaries of Open-Ended Answer Generation with Graph-Structured Knowledge Context
    EMNLP 2024 · Somnath Banerjee,
    Amruit Sahoo
    ,
    Sayan Layek
    ,
    Avik Dutta
    ,
    Rima Hazra
    ,
    Animesh Mukherjee
  8. DistALANER: Distantly Supervised Active Learning Augmented Named Entity Recognition in the Open Source Software Ecosystem
    ECML-PKDD 2024 · Somnath Banerjee,
    Avik Dutta
    ,
    Aaditya Agrawal
    ,
    Rima Hazra
    ,
    Animesh Mukherjee
  9. Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations
    EMNLP 2024 ·
    Rima Hazra
    ,
    Sayan Layek
    , Somnath Banerjee,
    Soujanya Poria
  10. Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models
    ACL 2024 ·
    Rima Hazra
    ,
    Sayan Layek
    , Somnath Banerjee,
    Soujanya Poria