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Vocabulary of natural language processing

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Concept information

... > NLP methods and tools > artificial intelligence > machine learning > machine learning model > neural networks model > neural network architecture > pointer network

Preferred term

pointer network  

Definition

  • A type of neural network architecture designed to handle sequence-to-sequence tasks where the output sequence elements are copied directly from the input sequence.

Broader concept

Example

  • Meanwhile we add the pointer-network to deal with out-of-vocabulary words. (Yan, Xie, Zou & Li, 2020)
  • We show that vanilla LSTMs fail to learn some of the features we develop and that our proposed features can improve the performance in generating explanations using pointer networks. (Atkinson, Srinivasan & Tan, 2019)
  • We show that vanilla LSTMs fail to learn some of the features we develop and that the proposed features can even improve performance in generating explanations with pointer networks. (Atkinson, Srinivasan & Tan, 2019)

In other languages

URI

http://data.loterre.fr/ark:/67375/8LP-JTWZGRLV-T

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