A study on the reliability of two discourse segmentation models

  • Authors:
  • Eva Arim;Francisco Costa;Tiago Freitas

  • Affiliations:
  • ILTEC, Lisboa, Portugal;ILTEC, Lisboa, Portugal;ILTEC, Lisboa, Portugal

  • Venue:
  • PROPOR'03 Proceedings of the 6th international conference on Computational processing of the Portuguese language
  • Year:
  • 2003

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Abstract

This paper describes an experiment we conducted in order to test the reliability of two discourse segmentation models which have been widely used in computational linguistics. The main purpose of the test is to pick one of them for our future research, which aims to assess the role of prosody in structuring discourse in European Portuguese. We compared the models of Grosz and Sidner (1986) and Passonneau and Litman (1997) using spontaneous speech. The latter displayed a higher level of consensus among coders. We also observed that listening to the original speech influenced the level of agreement among coders.