Soumya Suvra Ghosal

Venues

Frequent coauthors

Papers

1. Engagement Undermines Safety: How Stereotypes and Toxicity Shape Humor in Language Models
   EACL 2026 ·

   Atharvan Dogra

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2. Better Features, Better Calibration: A Simple Fix for Overconfident Networks
   ECML-PKDD 2025 · Soumya Suvra Ghosal
3. Bounded Rationality for LLMs: Satisficing Alignment at Inference-Time
   ICML 2025 ·

   Mohamad Fares El Hajj Chehade

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4. Collab: Controlled Decoding using Mixture of Agents for LLM Alignment
   ICLR 2025 ·

   Souradip Chakraborty

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5. Does Thinking More Always Help? Mirage of Test-Time Scaling in Reasoning Models
   NeurIPS 2025 · Soumya Suvra Ghosal
6. Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment
   CVPR 2025 · Soumya Suvra Ghosal
7. PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks
   NAACL 2025 · Soumya Suvra Ghosal
8. RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples
   EMNLP 2025 · Soumya Suvra Ghosal
9. How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection?
   AAAI 2024 · Soumya Suvra Ghosal
10. IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning
    EMNLP 2024 · Soumya Suvra Ghosal
11. Transfer Q-star : Principled Decoding for LLM Alignment
    NeurIPS 2024 ·

    Souradip Chakraborty

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