arXiv Artificial Intelligence· Youbing Yin, Jingyu Wu, Anoop Kumar, Scott Novotney, Daben Liu, Erin Babinsky·2026-10-20 12:00· 2 小时前AI 评分34

LLM-as-a-Judge 可自我去偏：感知与自我去偏提升评测可靠性

The Judge Can Debias Itself: Awareness and Self-Debiasing for Reliable LLM-as-a-Judge

AI 导读

LLM-as-a-Judge 无需额外训练即可自我去偏，作者提出 bias-aware prompting 与 self-debiasing 两种轻量策略。