The computational cost of training the DTs on large quantities of data is comparable to that of training phrase tables on the same data -large but manageable -and increases linearly with the amount of training data.
currently there is a major problem with DT training: the low proportion of Chinese-English sentence pairs that can be fully segment-aligned and thus be used for DT training (about 27%).