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cs.CL2026
Evaluating the Presence of Sex Bias in Clinical Reasoning by Large Language Models
Isabel Tsintsiper, Sheng Wong, Beth Albert +2
Large language models (LLMs) are increasingly embedded in healthcare workflows for documentation, education, and clinical decision support. However, these systems are trained on la…
cs.CL2025
Energy Landscapes Enable Reliable Abstention in Retrieval-Augmented Large Language Models for Healthcare
Ravi Shankar, Sheng Wong, Lin Li +4
Reliable abstention is critical for retrieval-augmented generation (RAG) systems, particularly in safety-critical domains such as women's health, where incorrect answers can lead t…