State-of-the-art statistical machine translation (SMT) systems use large amounts of parallel data to estimate translation models.
this can also be seen when looking at table 3: An improvement of the symbol error rate from 6.51% to 5.96% corresponds to an improvement of mapping error rate from 21.78% to 19.40%.