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MIMA: Multi-Interest Recommendation via Multi-Positive Exclusive Assignment

Mao, Xingyuan et al.
arXiv (OAI Expanded) · Papers
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information-retrieval
Multi-interest recommendation represents each user with multiple interest vectors for fine-grained candidate matching, yet it often suffers from interest collapse, where the learned interests converge to similar representations. We highlight the prevailing single-positive paradigm as one important f
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