The performances when the phrase length is 1 are better than that of single word-based TM (row 6 and row 13 in Table 2), this suspect that the features in our linear ranking model are useful.
it will be instructive to explore the methods of preserving the improvement generated by longer phrase when more features are incorporated in the future work.