Experimental Support for a Categorical Compositional Distributional Model of Meaning

@inproceedings{Grefenstette2011ExperimentalSF,
  title={Experimental Support for a Categorical Compositional Distributional Model of Meaning},
  author={Edward Grefenstette and Mehrnoosh Sadrzadeh},
  booktitle={EMNLP},
  year={2011}
}
Modelling compositional meaning for sentences using empirical distributional methods has been a challenge for computational linguists. We implement the abstract categorical model of Coecke et al. (2010) using data from the BNC and evaluate it. The implementation is based on unsupervised learning of matrices for relational words and applying them to the vectors of their arguments. The evaluation is based on the word disambiguation task developed by Mitchell and Lapata (2008) for intransitive… CONTINUE READING
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