Discriminative Rule Selection

In syntax-based machine translation, rule selection is the task of choosing the cor- rect target side of a translation rule among rules with the same source side. We de- fine …...

Training discriminative rule selection models is usually expensive because of the very large size of the hierarchical gram- mar. Previous approaches reduced the training costs either by (i) using mod- …...