2 papers
cs.LG2026
Information-Consistent Language Model Recommendations through Group Relative Policy Optimization
Sonal Prabhune, Balaji Padmanabhan, Kaushik Dutta
Large Language Models (LLMs) are increasingly deployed in business-critical domains such as finance, education, healthcare, and customer support, where users expect consistent and…
cs.CL2026
Do LLMs have a Gender (Entropy) Bias?
Sonal Prabhune, Balaji Padmanabhan, Kaushik Dutta
We investigate the existence and persistence of a specific type of gender bias in some of the popular LLMs and contribute a new benchmark dataset, RealWorldQuestioning (released on…