What Makes LLMs Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context

Zhongyu Ouyang, Qianlong Wen, Chunhui Zhang +2

What enables large language models (LLMs) to effectively model user preferences in sequential recommendation? Our investigation reveals that existing preference-alignment approache…