AINeutralarXiv – CS AI · 14h ago6/10
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Toward User Preference Alignment in LLM Recommendation via Explicit Context Feedback
Researchers propose integrating explicit user feedback (comments, reviews, verbal text) into Large Language Model-based recommendation systems to better align with actual user preferences. The approach addresses limitations in traditional recommender systems that rely solely on implicit signals like clicks and purchases, potentially reducing filter bubbles and improving transparency.