Quantifying and Mitigating Self-Preference Bias of LLM Judges

Jinming Yang, Zheng Hu, Chuxian Qiu +3

LLM-as-a-Judge has become a dominant approach in automated evaluation systems, playing critical roles in model alignment, leaderboard construction, quality control, and so on. Howe…