AURA: Adaptive Uncertainty-aware Refinement for LLM-as-a-Judge Auditing

Zilong Zhang, Yi-Ting Hung, Weiyi He +3

Large language models (LLMs) are increasingly used as judges for open-ended generation, as large-scale human evaluation is often expensive and difficult to scale, yet their prefere…