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cs.IR2026
Collaborative User Prompt for Personalized Generative Recommendation
Jerome Ramos, Bin Wu, Aldo Lipani
Large Language Models (LLMs) have become powerful foundations for generative recommender systems, framing recommendation tasks as text generation tasks. However, existing generativ…
cs.IR2024
Transparent and Scrutable Recommendations Using Natural Language User Profiles
Jerome Ramos, Hossen A. Rahmani, Xi Wang +2
Recent state-of-the-art recommender systems predominantly rely on either implicit or explicit feedback from users to suggest new items. While effective in recommending novel option…