Addressing Cross-Stage Decoupling of Semantic and Collaborative Signals in Generative Recommendation

Jiayi Dan

Generative recommendation reformulates sequential recommendation as autoregressive generation by encoding items into semantic tokens, enabling improved scaling capability and cross…