一作ACL 2026Findings· Findings of ACL
Unleashing the Native Recommendation Potential: LLM -Based Generative Recommendation via Structured Term Identifiers
Zhiyang Zhang · Junda She · Kuo Cai · Ruiming Tang (Huawei Noah' · Shiyao Wang · Xinchen Luo · Qiang Luo · Ruiming Tang (Huawei Noah' · Han Li · Kun Gai · Guorui Zhou
摘要
Leveraging the vast open-world knowledge and understanding capabilities of Large Language Models (LLMs) to develop general-purpose, semantically-aware recommender systems has emerged as a pivotal research direction in generative recommendation. However, existing methods face bottlenecks in constr...