Prompt Perturbation in Retrieval Augmented Generation

The GGPP workflow: the top shows how the prefix affects the top-𝑘 retrieval result. The text and arrows in red indicate perturbation, altering the ranking of correct and incorrect passages. The bottom shows the prefix optimization process.