Mitigating Collaborative Semantic ID Staleness in Generative Retrieval

Vladimir Baikalov, Iskander Bagautdinov, Sergey Muravyov

Generative retrieval with Semantic IDs (SIDs) assigns each item a discrete identifier and treats retrieval as a sequence generation problem rather than a nearest-neighbor search. W…