Improving Neural Machine Translation with AMR Semantic Graphs

Figure 4

Integrating AMR to models with a parallel processing mechanism. (a) Seq2Seq (LSTM) model with the AMR. (b) ConvSeq2Seq-AMR model. (c) LightConvSeq2Seq-AMR model. (d) Transformer-AMR model.

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