一作ACL 2026Findings· Findings of ACL
P rinciplism QA : A Philosophy-Grounded Approach to Assessing LLM -Human Clinical Medical Ethics Alignment
Chang Hong · Minghao Wu · Qingying Xiao · Yuchi Wang · Xiang Wan · Guangjun Yu · Benyou Wang · Yan Hu
摘要
As medical LLMs transition to clinical deployment, assessing their ethical reasoning capability becomes critical. While achieving high accuracy on knowledge benchmarks, LLMs lack validated assessment for navigating ethical trade-offs in clinical decision-making where multiple valid solutions exis...