Paper: Applicative structure in vector space models

ACL ID W13-3207
Title Applicative structure in vector space models
Venue Continuous Vector Space Models and their Compositionality
Session
Year 2013
Authors

We introduce a new 50-dimensional em- bedding obtained by spectral clustering of a graph describing the conceptual struc- ture of the lexicon. We use the embedding directly to investigate sets of antonymic pairs, and indirectly to argue that func- tion application in CVSMs requires not just vectors but two transformations (cor- responding to subject and object) as well.