Adaptive Semantic Capacity Allocation for Parallel Generative Recommendation

Chenxi Li, Yuchen Lu, Xu Yang

Autoregressive semantic ID recommenders are constrained by expensive beam-search decoding, which limits the practical length of item identifiers. Parallel generation methods allevi…