A relatedness benchmark to test the role of determiners in compositional distributional semantics

@inproceedings{Bernardi2013ARB,
  title={A relatedness benchmark to test the role of determiners in compositional distributional semantics},
  author={Raffaella Bernardi and Georgiana Dinu and Marco Marelli and Marco Baroni},
  booktitle={ACL},
  year={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… CONTINUE READING
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