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%. We found <cite>their model</cite> to be very fragile for En from/to Ms, and does not converge at all for Ms→En.