Enhancing Large Language Model Reasoning with Reward Models: An Analytical Survey

Qiyuan Liu, Hao Xu, Xuhong Chen +3

Reward models (RMs) play a critical role in enhancing the reasoning performance of LLMs. For example, they can provide training signals to finetune LLMs during reinforcement learni…