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cs.AI2026
CLEAR: Cross-Source Evidence Adjudication for Large Language Models in Medicine
Shuai Wang, Yize Zhao, Qingyu Chen
Medical knowledge evolves continuously, whereas the parametric knowledge encoded in large language models (LLMs) is fixed at training time. External retrieval, including retrieval-…
cs.AI2025★ 1 cited
Enhancing Patient-Centric Communication: Leveraging LLMs to Simulate Patient Perspectives
Xinyao Ma, Rui Zhu, Zihao Wang +5
Large Language Models (LLMs) have demonstrated impressive capabilities in role-playing scenarios, particularly in simulating domain-specific experts using tailored prompts. This ab…