QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning

Yilun Kong, Hangyu Mao, Qi Zhao +7

Prompt engineering has demonstrated remarkable success in enhancing the performance of large language models (LLMs) across diverse tasks. However, most existing prompt optimization…