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cs.CL2025
MEDEQUALQA: Evaluating Biases in LLMs with Counterfactual Reasoning
Rajarshi Ghosh, Abhay Gupta, Hudson McBride +2
Large language models (LLMs) are increasingly deployed in clinical decision support, yet subtle demographic cues can influence their reasoning. Prior work has documented disparitie…
cs.CL2025
Causal-Counterfactual RAG: The Integration of Causal-Counterfactual Reasoning into RAG
Harshad Khadilkar, Abhay Gupta
Large language models (LLMs) have transformed natural language processing (NLP), enabling diverse applications by integrating large-scale pre-trained knowledge. However, their stat…