MIM aligns multi-modal item embeddings with purchase-based user interest signals and combines them with ID-based collaborative filtering, reporting small offline AUC gains and large online CTR and RPM gains at Taobao.
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MIM: Multi-modal Content Interest Modeling Paradigm for User Behavior Modeling
MIM aligns multi-modal item embeddings with purchase-based user interest signals and combines them with ID-based collaborative filtering, reporting small offline AUC gains and large online CTR and RPM gains at Taobao.