Multi-Expert Conformal Risk Control for Pairwise LLM Judging in Open-Ended Dialogue

Ming Cheng, Yusheng Dai, Qiuhong Ke +2

In this paper, we explore multi-expert Conformal Risk Control (CRC) algorithms for pairwise LLM-as-a-Judge evaluation in open-ended dialogue. Our core insight is that multi-expert…