Following Och and Ney (2002), we base our model on log-linear framework and adopt the seven feature functions described in (Liu et al., 2006).
we selected 571 short sentences from the 2002 NIST MT Evaluation test set as our development corpus, and used the 2005 NIST MT Evaluation test set as our test corpus.