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Why Self Attention? A Targeted Evaluation of Neural Machine Translation Architectures

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Figure

Figure 1: Architectures of different neural networks in NMT.
Figure 2RNNS2Sdistances.for distances 11-12, butequally or better for distance 13 or higher
Table 3:The performance of ConvS2S with differentsettings. K means the kernel size. The ctx column isthe theoretical largest local context size in the maskeddecoder.
Table 4:The results of different models with smalltrained with small data set. Models with the suffix “Transformer
+2

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