Distributional methods applied to large-sized, often temporally stratified corpora have markedly enhanced the methodological repertoire of both synchronic and diachronic computational linguistics and are getting more and more popular in the Digital Humanities (see Section 2.2).
we are thus skeptical about using word neighborhoods in skip-gram embedding space to adequately capture natural languages' lexical semantics (for English and German, at least).