A meta-algorithm for the generation of referring expressions

  • Authors:
  • Emiel Krahmer;Sebastiaan van Erk;André Verleg

  • Affiliations:
  • Eindhoven University of Technology, The Netherlands;Eindhoven University of Technology, The Netherlands;Eindhoven University of Technology, The Netherlands

  • Venue:
  • EWNLG '01 Proceedings of the 8th European workshop on Natural Language Generation - Volume 8
  • Year:
  • 2001

Quantified Score

Hi-index 0.00

Visualization

Abstract

This paper describes a new approach to the generation of referring expressions. We propose to formalize a scene as a labeled directed graph and describe content selection as a subgraph construction problem. Cost functions are used to guide the search process and to give preference to some solutions over others. The resulting graph algorithm can be seen as a meta-algorithm in the sense that defining cost functions in different ways allows us to mimic --- and even improve--- a number of well-known algorithms.