一作ACL 2026OralOutstanding Paper· Natural Language Processing
M edi E val: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLM s
Zhan Qu · Michael Färber
摘要
Large Language Models (LLMs) are increasingly applied to medicine, yet their adoption is limited by concerns over reliability and safety. Existing evaluations either test factual medical knowledge in isolation or assess patient-level reasoning without verifying correctness, leaving a critical gap...