Mirn: a multi-interest retrieval network with sequence-to-interest em routing

HIGHLIGHTS

  • who: Xiliang Zhang and collaborators from the College of Information Engineering, Shanghai Maritime University, Shanghai, China, Shanghai Ship and have published the article: MIRN: A multi-interest retrieval network with sequence-to-interest EM routing, in the Journal: PLOS ONE of 19/01/2023
  • what: The authors propose novel lightweight network (MIRN) by incorporating Expectation Maximization (EM) routing to deal with users` multiple interests. By leveraging representation ability of the Capsule network the authors design representation learning module that clusters multiple Capsule vectors from the user`s behavior sequence to represent each of their interests . . .

     

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