Uncertainty-Aware Step-wise Verification with Generative Reward Models

Zihuiwen Ye, Luckeciano Carvalho Melo, Younesse Kaddar +3

Complex multi-step reasoning tasks, such as solving mathematical problems, remain challenging for large language models (LLMs). While outcome supervision is commonly used, process…