The maximum expected BLEU training of<cite> (He and Deng, 2012</cite> ) is a recent effort towards this direction, and in this paper, we extend their work to a scaled-up task of discriminative training of the features of a strong hierarchical phrase-based model and confirm its effectiveness empirically.