Paper Review, Deep Learning, Llm, Recommendation System, NLP.
method, using a mix of user/item and vocabulary tokens to enhance language modeling on recommendation-specific data. Additionally, a mutual regularization strategy helps the system to learn from user and item content more effectively. For fine-tuning, CLLM4Rec adds an item prediction head, enabling