Process Supervision of Confidence Margin for Calibrated LLM Reasoning

Liaoyaqi Wang, Chunsheng Zuo, William Jurayj +2

Scaling test-time computation with reinforcement learning (RL) has emerged as a reliable path to improve large language models (LLM) reasoning ability. Yet, outcome-based reward of…