To further enhance the capability of generating expected output, we introduce a dual reconstruction structure which exploits the couplings of latent factors of pseudo-parallel sentences.
it attempts to reconstruct one sentence in a pair from the combination of its outcome factor and the other sentence's content factor, based on the intuition that the wording difference in a pair is outcome-related.