作者位次 #4/7ACL 2026Findings· Findings of ACL
Adaptive and Representative Multi-Interest Modeling for Recommendation with Large Language Model
Ziyan Wang · Yingpeng Du · Tianjun Wei · Haoyan Chua · Jieyi Bi · Jie Zhang · Zhu Sun
摘要
Large language models (LLMs) show potential for multi-interest analysis of users in recommender systems, going beyond heuristic assumptions in existing methods, e.g., co-occurring items indicate the same interest. Despite the effectiveness, two key challenges remain. First, the granularity of raw...