Let us first consider the results for European language pairs on the dataset of <cite>Conneau et al. (2018)</cite> in Table 1 . Our Adversarial autoencoder + <cite>Conneau et al. (2018)</cite> Refinement performs better than most of the other methods on <cite>this dataset</cite>, achieving the highest accuracy for 4 out of 6 translation tasks.