Target language side dependency structures have been successfully used in statistical machine translation (SMT) by<cite> Shen et al. (2008)</cite> and achieved state-of-the-art results as reported in the NIST 2008 Open MT Evaluation workshop and the NTCIR-9 Chinese-to-English patent translation task (Goto et al., 2011; Ma and Matsoukas, 2011) .