In this paper, we propose an alternative statistical dependency-based approach to unsupervised word translation.
we propose to search for the cross-lingual word pairing that maximizes statistical dependency in terms of squared loss mutual information (SMI) (Yamada et al., 2015;Suzuki and Sugiyama, 2010).