On both the reordering classification and a Chinese-to-English translation task, we show improved performance over a baseline SMT system.
we used GIZA++ to produce alignments, enabling us to compare using a DPR model against a baseline lexicalized reordering model (Koehn et al., 2005) that uses MLE orientation prediction and a discriminative model (Zens and Ney, 2006) that utilizes an ME framework.