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Recursive Neural Network Based Preordering for English to Japanese Machine Translation

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Figure

Figure 1: Preordering an English sentence “Myparents live in London” with RvNN (Nodes with ahorizontal line mean “Inverted”).
Figure 2:Learning curve of our preorderingmodel.
Table 2: BLEU and RIBES scores on the test set.(All models are trained on the entire training cor-pus of 1.8M sentence pairs.) Numbers in bold in-dicate the best systems and the systems that arestatistically insignificant at p < 0.05 from the bestsystems.
Table 3: Example where preordering improves translation. (Literal translations are given in the paren-thesis under the Japanese sentences.)

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