Motivated by this fact, we introduce models that allow us to connect the source/target reordering and the word alignments and show that these models help in mutually improving the performance of word alignments and reordering.
we build two models: the first scores reorderings given the source sentence and noisy alignments, the second scores alignments given the noisy source and target reorderings and the source and target sentences themselves.