They showed that if there were no dimension constraint in word2vec, specifically, the "skip-gram with negative sampling (SGNS)" version of the model, then its solutions would satisfy (1.1), provided the right hand side were replaced by PMI(w, w ) − β for some scalar β.
skip-gram is a discriminative model (due to the use of negative sampling), not generative.