In this section, we carried out a series of experiments to validate the effectiveness of our proposed bilingual autoencoders on NIST Chinese-English translation tasks using large-scale bilingual training data.
we investigated 1) whether our model is able to distinguish parallel sentence pairs from nonparallel sentences, and 2) whether our model can improve machine translation quality.