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  1. LLMTreeRec: Unleashing the Power of Large Language Models for Cold-Start Recommendations

    2024 · arXiv (Cornell University)

    The lack of training data gives rise to the system cold-start problem in recommendation systems, making them struggle to provide effective recommendations. To address this problem, Large Language Models (LLMs) can model recommendation tasks as …