We use the words aligned in topic models and put them in a sentence to create parallel sentences for the training corpora to be used in creating the MT system.
the pseudo-parallel data generated in this case consists of 1 sentence per topic: e i1 e i2 e i3 in parallel with h i1 h i2 h i3 .