作者位次 #4/14SIGIR 2026Poster· Information Retrieval (Industry)
OxygenREC: An Instruction-Following Generative Framework for E-commerce Recommendation
Zhiwei Zhang · Qingyang Li · Ming Zhang · Yanchen Qiao · Zhen Wang · Ziyang Ji · Xiangyu Qian · Shijie Yang · Yanlong Zang · Weijie Ding · Zhi Ma · Zhen Li · Yaqiang Zang · Pinghua Gong
摘要
Traditional recommendation systems suffer from multi-stage objective misalignment. Generative recommendation offers end-to-end training, yet existing methods are largely inductive and miss complex intents that require world-knowledge-driven deductive reasoning. LLMs reason well but are impractica...