Towards Robust Process Reward Modeling via Noise-aware Learning

Bin Xie, Bingbing Xu, Xueyun Tian +2

Process Reward Models (PRMs) have achieved strong results in complex reasoning, but are bottlenecked by costly process-level supervision. A widely used alternative, Monte Carlo Est…