Research Article

A Joint Back-Translation and Transfer Learning Method for Low-Resource Neural Machine Translation

Table 3

The BLEU scores of the joint method with hierarchical transfer learning architecture separately on character-level and word-level shared vocabulary for Uygur-Chinese.

Shared vocabularySteps (first layer) (M)BLEU scores

Word level0.536.65
Word level137.05
Character level0.537.31
Character level137.64