Discriminative Word Alignment

Recently, discriminative word alignment methods have achieved state-of-the-art accuracies by extend- ing the range of information sources that can be easily incorporated into aligners. The chief advan- tage of a …...

In this paper a new discriminative word align- ment method is presented. This approach models directly the alignment matrix by a con- ditional random field (CRF) and so no restric- …...

. This paper deals with core aspects of discriminative word alignment systems, namely basic word association models as well as search strategies. We compare various low-computational-cost word as- sociation models: …...