VERA: Verdict-Conditioned Reliability for Adaptive LLM Judges

Qiushui Xu, Syamil Mohd Razak, Tao Yuan +1

Accurately estimating judgment reliability is a central challenge in adapting LLM judges to newly verified feedback while preserving previously learned behavior. However, existing…