Augment or Not? A Comparative Study of Pure and Augmented Large Language Model Recommenders

Wei-Hsiang Huang, Chen-Wei Ke, Wei-Ning Chiu +5

Large language models (LLMs) have introduced new paradigms for recommender systems by enabling richer semantic understanding and incorporating implicit world knowledge. In this stu…