作者位次 #5/8ACL 2026Poster· Natural Language Processing
Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models
Wenxuan Wang · Zizhan Ma · Guo Yu · Yiu-Fai Cheung · Meidan Ding · Jie Liu · Wenting Chen · Linlin Shen
摘要
Large language models (LLMs) show significant potential in healthcare, prompting numerous benchmarks to evaluate their capabilities. However, concerns persist regarding the reliability of these benchmarks, which often lack clinical fidelity, robust data management, and safety-oriented evaluation...