As a result, the performance of Ja-En UNMT is too poor to further empirical study if only pure monolingual data are used.
finally, the back-translation process is optimized by minimizing the following objective function: where P L 1 →L 2 (P L 2 →L 1 ) denotes the translation probability across two languages.