Location of Repository

Logical Metonymy: Discovering Classes of Meaning

By Ekaterina Shutova and Simone Teufel

Abstract

We address the problem of interpretation of logical metonymy using a statistical method. Previous approaches to logical metonymy produce interpretations in the form of verb senses, whereas our definition of the interpretation is a cluster of verb senses. Such a class-based computational model of logical metonymy is novel and more informative than the previous ones. It also complies with the linguistic theories, which we empirically validate. We propose feature sets not previously used for verb clustering. In addition to this we conduct an experiment to prove that our representation is intuitive to human subjects. The system clusters the senses with the F-measure of 0.64 as compared to the gold standard, given that the human agreement on the task is 0.76. Keywords: Logical metonymy; distributional semantics; sense clustering

Year: 2009
OAI identifier: oai:CiteSeerX.psu:10.1.1.415.1149
Provided by: CiteSeerX
Download PDF:
Sorry, we are unable to provide the full text but you may find it at the following location(s):
  • http://citeseerx.ist.psu.edu/v... (external link)
  • http://www.cl.cam.ac.uk/~es407... (external link)
  • Suggested articles


    To submit an update or takedown request for this paper, please submit an Update/Correction/Removal Request.