Process Rewards with Learned Reliability

Jinyuan Li, Langlin Huang, Chengsong Huang +5

Process Reward Models (PRMs) provide step-level feedback for reasoning, but current PRMs usually output only a single reward score for each step. Downstream methods must therefore…