MRSE: An Efficient Multi-modality Retrieval System for Large Scale E-commerce

Providing high-quality item recall for text queries is crucial in large-scale e-commerce search systems. Current Embedding-based Retrieval Systems (ERS) embed queries and items into a shared low-dimensional space, but uni-modality ERS rely too heavily on textual features, making them unreliable in c...

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Hauptverfasser:	Jiang, Hao, Zhang, Haoxiang, Hou, Qingshan, Chen, Chaofeng, Lin, Weisi, Zhang, Jingchang, Wang, Annan
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computation and Language Computer Science - Information Retrieval
Online-Zugang:	Volltext bestellen
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