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Feb 26, 2024 · Artificial Intelligence

Large Language Model Empowered Recommendation Systems: Overview, Techniques, and Future Directions

With the rapid rise of ChatGPT and large language models, recommendation systems are undergoing a transformative shift, moving beyond traditional behavior‑based methods to leverage LLMs for improved generalization, representation, and prompt‑based learning, while addressing challenges such as scalability, interpretability, bias, and deployment costs.