Stabilizing Black-Box Prompt Optimization with Textual Regularization and Signal Aggregation

MohammadReza Davari, Utkarsh Garg, Weixin Cai +1

An increasing number of NLP applications interact with large language models (LLMs) through black-box APIs, making prompt engineering critical for controlling model behavior. Recen…