Since dependency parsing is more concise than constituent parsing in describing sentences, some research has used dependency parsing in pre-ordering approaches for language pairs such as Arabic-English (Habash, 2007) , and English-SOV languages (Xu et al., 2009; Katz-Brown et al., 2011) . The pre-ordering rules can be made manually (Collins et al., 2005;<cite> Wang et al., 2007</cite>; Han et al., 2012) or extracted automatically from a parallel corpus (Xia and McCord, 2004; Habash, 2007; Zhang et al., 2007; Wu et al., 2011) .