How Recommender Systems Can Benefit from Large Language Models: An Application Perspective
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Recommender systems (RS) play a crucial role in mitigating information overload and delivering personalized content that caters to users’ diverse needs. The emergence of large language models (LLMs) offers a new horizon for redefining recommender systems with vast general knowledge and reasoning capabilities. In this talk, we trace the technical evolution of recommender systems, highlighting key advancements from deep learning to LLMs and LLM agents.