Towars the automatic classification of complex-type nominals

  • Authors
  • Romeo, Lauren; Mendes, Sara; Bel Rafecas, Núria
  • UPF authors
  • BEL RAFECAS, NÚRIA;
  • Authors of the book
  • Saurí, R.; Calzolari, N.; Huang, C.R.; Lenci, A.; Monachini, M.; Pustejovsky. J. (ed.)
  • Book title
  • Proceedings of the 6th International Conference on Generative Approaches to the Lexicon. Generative Lexicon and Distributional Semantics
  • Publication year
  • 2013
  • Pages
  • 21-28
  • ISBN
  • 978-1-937284-98
  • Abstract
  • The work presented here depicts experiments toward the automatic classification of complex-type nominals using distributional information. We conducted two experiments: classifying complex-type nominals as members of multiple individual lexical classes, and building a dedicated classifier for complex-type nominals, distinguishing them from simple types. We discuss the promising results obtained, with a focus on asymmetries observed and on lines to be explored in the future.
  • Complete citation
  • Romeo, Lauren; Mendes, Sara; Bel Rafecas, Núria. Towars the automatic classification of complex-type nominals. In: Saurí, R.; Calzolari, N.; Huang, C.R.; Lenci, A.; Monachini, M.; Pustejovsky. J. (ed.). Proceedings of the 6th International Conference on Generative Approaches to the Lexicon. Generative Lexicon and Distributional Semantics. 1 ed. 2013. p. 21-28.