Difficulty-Aware Semantic-ID Optimization for Generative Recommendation

Xin Yu, Stephen Li, Sina Aghaei +6

Semantic-ID-based generative recommendation casts retrieval and ranking as autoregressive generation over hierarchical item identifiers. A common recipe is SFT followed by GRPO, ye…