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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 > neuron > layer > output layer

Preferred term

output layer  

Definition

  • Basic layer in a neural machine translation system in which the target text is created. (Loterre)

Broader concept

Example

  • Each node in the output layer corresponds to a shift-reduce action. (Wang, Mi & Xue, 2015)
  • Finally an output layer was used to fine-tune the parameters. (Yue, Wang & Zhang, 2019)
  • Naturally we also have three different output layers for the model one for each K-Means application. (Corazza, Tamburini, Valério & Ferrara, 2022)
  • The output layer is a soft-max over the label set {C D}. (Kulkarni & Wang, 2018)
  • The output layer is used for making parsing predictions. (Wang, Mi & Xue, 2015)

In other languages

URI

http://data.loterre.fr/ark:/67375/8LP-DDM2CV1D-T

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