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MIRN: A multi-interest retrieval network with sequence-to-interest EM routing

Vector-based retrieval have been widely adopted to process online users’ diverse interests for recommendations. However, most of them utilize a single vector to represent user multiple interests (UMI), inevitably impairing the accuracy and diversity of item retrieval. In addition, existing work ofte...

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Detalles Bibliográficos
Autores principales: Zhang, Xiliang, Liu, Jin, Chang, Siwei, Gong, Peizhu, Wu, Zhongdai, Han, Bing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9894450/
https://www.ncbi.nlm.nih.gov/pubmed/36730174
http://dx.doi.org/10.1371/journal.pone.0281275