Large Language Models meet Collaborative Filtering: An Efficient All-round LLM-based Recommender System

1 code implementation • 17 Apr 2024 • Sein Kim, Hongseok Kang, Seungyoon Choi, Donghyun Kim, MinChul Yang, Chanyoung Park

Despite their effectiveness under cold scenarios, we observe that they underperform simple traditional collaborative filtering models under warm scenarios due to the lack of collaborative knowledge.

Collaborative Filtering Recommendation Systems