Qing-Yu Chen

CLEAR: Cross-Source Evidence Adjudication for Large Language Models in Medicine

Medical knowledge evolves continuously, whereas the parametric knowledge encoded in large language models (LLMs) is fixed at training time. External retrieval, including retrieval-augmented generation (RAG), can provide access to newly available evidence, but retrieved information may be irrelevant, incomplete, or conf...