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Neural Machine Translation for English–Kazakh with Morphological Segmentation and Synthetic Data

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Figure

Table 4: Preprocessed EN–TR parallel training data.
Table 5: BLEU scores on the development set forKK→EN using additional EN–TR data.
Table 8: BLEU scores for KK→EN systems addingone filtering mechanism at a time. The table also showsthe number of sentence pairs (millions) that make upthe training data for each system.
Table 12: Performance of MT systems using differ-ent segmentations (BPE, LVMR and Apertium) forEN→KK (CHRF) and KK→EN (BLEU)
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