Nevertheless, the perturbation underwent by the original observed embeddings can provide evidence about the general effects of specialization.
it allows to learn a global mapping function f : The parameters for this function can be trained in a supervised fashion from pairs of original and initially specialized word embeddings (x Figure 2.