encoder-decoder architecture

A neural model structure that encodes a source sentence and then decodes a target translation from the encoded representation.

• Types

  architecture

• Aliases

  encoder-decoder

• Contributors
  뀨 (7c402c1b98) extractionAnonymous (12632b8b5f) review

• Neural Machine Translation by Jointly Learning to Align and Translate

  29,013 citations

• A neural machine translation model is proposed that jointly learns to align and translate by replacing the fixed-length vector bottleneck in the basic encoder-decoder architecture with a soft alignment mechanism.

• rnn encoder--decoder

  is aIncomingmodel

  An RNN Encoder--Decoder is a recurrent neural machine translation model that follows the encoder-decoder architecture of encoding a source sentence and decoding a target translation.

• neural machine translation

  method1 shared papers
• fixed-length vector

  representation1 shared papers
• soft alignment

  mechanism1 shared papers
• phrase-based machine translation system

  baseline, system1 shared papers
• english-to-french translation

  task1 shared papers