C-MOP: Integrating Momentum and Boundary-Aware Clustering for Enhanced Prompt Evolution

Binwei Yan, Yifei Fu, Mingjian Zhu +4

Automatic prompt optimization is a promising direction to boost the performance of Large Language Models (LLMs). However, existing methods often suffer from noisy and conflicting u…