Applicative structure in vector space models
Márton Makrai, Dávid Márk Nemeskey, András Kornai · SZTAKI Publication Repository (Hungarian Academy of Sciences) · 2013
We introduce a new 50-dimensional embedding obtained by spectral clustering of a graph describing the conceptual structure of the lexicon.We use the embedding directly to investigate sets of antonymic pairs, and indirectly to argue that function application in CVSMs requires not just vectors but two transformations (corresponding to subject and object) as well.