Discourse-constrained temporal annotation

  • Authors:
  • Yuping Zhou;Nianwen Xue

  • Affiliations:
  • Brandeis University, Waltham, MA;Brandeis University, Waltham, MA

  • Venue:
  • LAW V '11 Proceedings of the 5th Linguistic Annotation Workshop
  • Year:
  • 2011

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Abstract

We describe an experiment on a temporal ordering task in this paper. We show that by selecting event pairs based on discourse structure and by modifying the pre-existent temporal classification scheme to fit the data better, we significantly improve inter-annotator agreement, as well as broaden the coverage of the task. We also present analysis of the current temporal classification scheme and propose ways to improve it in future work.