Our method directly learns such serialization rules from a bilingual corpus without linguistic clues.
a phrase-based translation model is one of the modern approaches which exploits a phrase, a contiguous sequence of words, as a unit of translation (Koehn et al., 2003;Zens and Ney, 2003;Tillman, 2004).