2 papers
cs.IR2025
Can We Predict the Next Question? A Collaborative Filtering Approach to Modeling User Behavior
Bokang Fu, Jiahao Wang, Xiaojing Liu +1
In recent years, large language models (LLMs) have excelled in language understanding and generation, powering advanced dialogue and recommendation systems. However, a significant…
cs.IR2025
SRLF: An Agent-Driven Set-Wise Reflective Learning Framework for Sequential Recommendation
Jiahao Wang, Bokang Fu, Yu Zhu +1
LLM-based agents are emerging as a promising paradigm for simulating user behavior to enhance recommender systems. However, their effectiveness is often limited by existing studies…