Another support for the plausibility of unsupervised word translation came with the realization that when words are represented as vectors that encode co-occurrences, the mapping between two languages is well captured by an affine transformation (Mikolov et al., 2013b).
a major recent trend in unsupervised learning is the use of Generative adversarial Networks (GaNs) presented by Goodfellow et al.