Farewell to Item IDs: Unlocking the Scaling Potential of Large Ranking Models via Semantic Tokens

Zhen Zhao, Tong Zhang, Jie Xu +5

Recent studies on scaling up ranking models have achieved substantial improvement for recommendation systems and search engines. However, most large-scale ranking systems rely on i…