A relatedness benchmark to test the role of determiners in compositional distributional semantics
Raffaella Bernardi, Georgiana Dinu, Marco Marelli, Marco Baroni · BOA (University of Milano-Bicocca) · 2013
Distributional models of semantics capture word meaning very effectively, and they have been recently extended to account for compositionally-obtained representations of phrases made of content words. We explore whether compositional distributional semantic models can also handle a construction in which grammatical terms play a crucial role, namely determiner phrases (DPs). We introduce a new publicly available dataset to test distributional representations of DPs, and we evaluate state-of-The-art models on this set. © 2013 Association for Computational Linguistics.