Patent · US Active

Apparatus and method for training dialogue summary model

US12062365B2 · kind B2 · utility

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22Claims
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Key dates

Filing dateOct 29, 2021
Grant dateAug 13, 2024
Priority date
Expiry dateJul 24, 2042

Classification

  • Technology area (CPC G)Physics
  • CPC primaryG10L2015/223
  • WIPO fieldComputer technology
  • WIPO sectorElectrical engineering

Abstract

An apparatus for training a dialogue summary model according to an embodiment includes a parameter transferer configured to transfer one or more learning parameter values of a pre-trained natural language processing model to a sequence-to-sequence-based dialogue summary model, and a model trainer configured to train the dialogue summary model by using the transferred learning parameter values as initial values for learning parameters of each of an encoder and a decoder in the dialogue summary model.

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