gated recursive convolutional neural network

A neural network architecture proposed for machine translation that combines gating with recursive convolutional structure.

• Types

  model

• Aliases

  grConv

• Contributors
  박진우 (dztg5apj7m) extractionAnonymous (12632b8b5f) review

• On the Properties of Neural Machine Translation: Encoder–Decoder Approaches

  7,342 citations

• The gated recursive convolutional neural network learns grammatical structure automatically.
• RNN Encoder--Decoder and a newly proposed gated recursive convolutional neural network are the two models analyzed for neural machine translation properties.

• No direct concept-to-concept edges are published yet.

• neural machine translation

  method1 shared papers
• short sentences

  input category1 shared papers
• unknown words

  linguistic feature1 shared papers
• sentence length

  feature1 shared papers
• grammatical structure

  linguistic property1 shared papers
• rnn encoder--decoder

  model1 shared papers