In Table 1 , we see that our Adversarial autoencoder + <cite>Conneau et al. (2018)</cite> Refinement outperforms <cite>Conneau et al. (2018)</cite> in all the six translation tasks involving European language pairs, yielding gains in the range 0.3 -1.3%. Our method is also superior to <cite>theirs</cite> for the non-European and low-resource language pairs in Table 2 .