An Efficient All-round Recommender System Leveraging Large Language Models and Collaborative Filtering
The proposed A-LLMRec framework efficiently combines the collaborative knowledge from a pre-trained state-of-the-art collaborative filtering recommender system with the textual knowledge from a large language model, enabling superior performance in both cold and warm scenarios.