Our aim is to learn a mapping f (x) in an unsupervised way (i.e., no bilingual dictionary given) such that for every x i , f (x) corresponds to its translation in Y. Our overall approach follows the same sequence of steps as <cite>Conneau et al. (2018)</cite>: 1.