Generative Recommenders Forget the Long Tail: Restoring Memorization in Retrieval and Ranking

Xu Huang, Jiancan Wu, Hongzheng Qin +5

Generative recommenders replace the retrieve-then-rank cascade with a single model: beam search over semantic item identifiers performs retrieval, and the same likelihood performs…