Soumya Suvra Ghosal
10 papers · 2023–2026 · 8 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (29) π§ Keyword Pioneer π Cross-Pollinator (15) π Conference Polyglot (7) π Interdisciplinary Bridge
π
Grand Slam
π
Century Club
(10)
β‘
Prolific Year
(5)
β
The Questioner
Conferences
AAAI (2)
EMNLP (2)
CVPR (1)
EACL (1)
ICLR (1)
ICML (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
few-shot learning
(3)
reward model
(2)
low-resource language
(2)
in-context learning
(2)
nearest neighbor
(1)
question answering
(1)
cross-lingual transfer
(1)
harmful content
(1)
feature representation
(1)
safety alignment
(1)
distributionally robust optimization
(1)
reward function
(1)
optimal decoding
(1)
pairwise ranking
(1)
toxicity detection
(1)
subspace learning
(1)
attribute learning
(1)
language model
(1)
multi-task learning
(1)
reinforcement learning
(1)
Papers
Engagement Undermines Safety: How Stereotypes and Toxicity Shape Humor in Language Models
EACL 2026
RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples
EMNLP 2025
Immune: Improving Safety Against Jailbreaks in Multi-modal LLMs via Inference-Time Alignment
CVPR 2025
Collab: Controlled Decoding using Mixture of Agents for LLM Alignment
ICLR 2025
Bounded Rationality for LLMs: Satisficing Alignment at Inference-Time
ICML 2025
PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks
NAACL 2025
How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection?
AAAI 2024
IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning
EMNLP 2024
Transfer Q-star : Principled Decoding for LLM Alignment
NIPS 2024
Distributionally Robust Optimization with Probabilistic Group
AAAI 2023