Soumya Suvra Ghosal
- Transfer Q Star: Principled Decoding for LLM Alignment
2024/05/30 by Souradip Chakraborty, Chakraborty, Souradip, Soumya Suvra Ghosal +11 · 1 voice · 13 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.CL #cs.LG
- Are Vision Transformers Robust to Spurious Correlations?
2022/03/17 by Soumya Suvra Ghosal, Ghosal, Soumya Suvra, Yifei Ming +3 · 5 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
- How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection?
2023/12/22 by Soumya Suvra Ghosal, Yiyou Sun, Ghosal, Soumya Suvra +3 · 4 citations
Computer Science · Environmental Science · #Air Quality Monitoring and Forecasting #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Does Thinking More always Help? Mirage of Test-Time Scaling in Reasoning Models
2025/06/04 by Soumya Suvra Ghosal, Ghosal, Soumya Suvra, Avinash Reddy +14 · 13 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Mobile Crowdsensing and Crowdsourcing
- Distributionally Robust Optimization with Probabilistic Group
2023/03/10 by Soumya Suvra Ghosal, Ghosal, Soumya Suvra, Yixuan Li +1 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
- ReSCo-CC: Unsupervised Identification of Key Disinformation Sentences
2020/10/21 by Soumya Suvra Ghosal, P Deepak, Ghosal, Soumya Suvra +3 · 1 citation
Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts #Topic Modeling
- PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks
2024/12/07 by Soumya Suvra Ghosal, Ghosal, Soumya Suvra, Saheb Pal +5 · 4 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Retrieval (cs.IR) #Network Packet Processing and Optimization #Parallel Computing and Optimization Techniques
- IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning
2024/06/19 by Soumya Suvra Ghosal, Ghosal, Soumya Suvra, Samyadeep Basu +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Bounded Rationality for LLMs: Satisficing Alignment at Inference-Time
2025/05/29 by Mohamad Chehade, Soumya Suvra Ghosal, Chehade, Mohamad +11 · 3 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Engagement Undermines Safety: How Stereotypes and Toxicity Shape Humor in Language Models
2025/10/21 by Atharvan Dogra, Soumya Suvra Ghosal, Dogra, Atharvan +7 · 1 citation
Psychology · Neuroscience · #Humor Studies and Applications #Language, Metaphor, and Cognition #Psychology of Moral and Emotional Judgment