PRO-Step: Step-level Process Reward Optimization for Retrieval-Augmented Generation

MinKeon Kim, Namjun Lee, Jaekwang Kim

Retrieval-Augmented Generation enhances Large Language Models by grounding responses in external knowledge, but multi-hop reasoning remains vulnerable to error propagation, where e…