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20242026
most citedEnhancing LLM-based Recommendation through Semantic-Aligned Collaborative Knowledge

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cs.MM2024

Muse: A Multimodal Conversational Recommendation Dataset with Scenario-Grounded User Profiles

Zihan Wang, Xiaocui Yang, Yongkang Liu +3

Current conversational recommendation systems focus predominantly on text. However, real-world recommendation settings are generally multimodal, causing a significant gap between e…