Mitigating Rubric Interference in LLM Judges via On-Policy Self-Distillation

Dingyao Yu, Tong Zhang, Yutao Mou +3

LLM judges increasingly evaluate responses against fine-grained rubric checklists. When a sample requires multiple rubrics, current methods typically assess each in a separate infe…