Word alignment approaches are generally used to construct bilingual lexicons automatically from parallel corpora.
the obtained results show that the inclusion in the training corpus of word alignment results integrating transliteration has improved the translation BLEU score from 20.15 to 20.63 (a gain of 0.48 points).