作者位次 #5/11SIGIR 2026Oral· Information Retrieval (Full)
Verifiable Reasoning for LLM-based Generative Recommendation
Xinyu Lin · Hanqing Zeng · Hanchao Yu · Yinglong Xia · Jiang Zhang · Aashu Singh · Fei Liu · Wenjie Wang · Fuli Feng · Tat-Seng Chua · Qifan Wang
摘要
Reasoning in Large Language Models (LLMs) has recently shown strong potential in enhancing generative recommendation through deep understanding of complex user preference. Existing approaches follow a reason-then-recommend paradigm, where LLMs perform step-by-step reasoning before item generation...