Weizhi Zhang
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126
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Info Retrieval×1AI×1
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2026
Toward User Preference Alignment in LLM Recommendation via Explicit Context Feedback
The paper advocates for integrating explicit contextual feedback (like reviews and comments) into LLM-based recommender systems to achieve more personalized, transparent, and semantically aligned recommendations.
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Papers
cs.IRcs.AIRecentMay 27, 2026
Toward User Preference Alignment in LLM Recommendation via Explicit Context Feedback
Weizhi Zhang, Wooseong Yang, Yuxin Cui, Zhaohui Guo +8 more
The paper advocates for integrating explicit contextual feedback (like reviews and comments) into LLM-based recommender systems to achieve more personalized, transparent, and semantically aligned reco…
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