Evaluating the Effectiveness of Black-Box Prompt Optimization as the Scale of LLMs Continues to Grow

Ziyu Zhou, Yihang Wu, Jingyuan Yang +2

Black-Box prompt optimization methods have emerged as a promising strategy for refining input prompts to better align large language models (LLMs), thereby enhancing their task per…