Understanding Semantic IDs: From Item Representation to Item Selection in Generative Recommendation

Junting Wang, Xinrui He, Yunzhe Li +1

Semantic IDs (SIDs) are now a central component of generative recommendation. Current SID-based systems assign three roles to the same token sequence. Shared prefixes are intended…