TIPS: Turn-Level Information-Potential Reward Shaping for Search-Augmented LLMs

Yutao Xie, Nathaniel Thomas, Nicklas Hansen +3

Search-augmented large language models (LLMs) trained with reinforcement learning (RL) have achieved strong results on open-domain question answering (QA), but training still remai…