Once the transformation sequence has been learned, it can be deterministically applied to any parsed sentences, yielding new parse trees with constituency structures that agree better with the bilingual alignments yet remain consistent across the corpus.
we use this method to learn a transformation sequence for the English trees in a set of English to Chinese MT training data.