In the second step, the projection matrix W trained with adversarial objective is used to find the mutual nearest neighbors between the two vocabularies -this set of automatically obtained word translation pairs becomes a synthetic training set for the refined projection functions f S and f T computed via the SVD-based method similar to the previously described model of Smith et al. <cite>[19]</cite> .