Other approaches to generating one-to-one phrase alignments are generally more expensive.
an ITG model requires O(|e| 3 • |f | 3 ) time, whereas our algorithm requires only Moreover, our approach allows Markov distortion potentials, while standard ITG models are restricted to only hierarchical distortion.