DocID design significantly impacts generative retrieval performance—the paper provides a systematic framework and training-free metrics to evaluate and optimize DocID structures, enabling faster iteration than traditional downstream evaluation.
This paper systematically studies how to design effective document identifiers (DocIDs) for generative information retrieval systems.