Beyond Semantic Understanding: Preserving Collaborative Frequency Components in LLM-based Recommendation

Minhao Wang, Yunhang He, Cong Xu +4

Recommender systems in concert with Large Language Models (LLMs) present promising avenues for generating semantically-informed recommendations. However, LLM-based recommenders exh…