Improving search strategies: an experiment in best-first parsing

  • Authors:
  • Hans Haugeneder;Manfred Gehrke

  • Affiliations:
  • Siemans AG, München, W. Germany;Siemans AG, München, W. Germany

  • Venue:
  • COLING '88 Proceedings of the 12th conference on Computational linguistics - Volume 1
  • Year:
  • 1988

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Abstract

Viewing the syntactic analysis of natural language as a search problem, the right choice of parsing strategy plays an important role in the performance of natural language parsers. After a motivation of the use of various heuristic criteria, a framework for defining and testing parsing strategies is presented. On this basis systematic tests on different parsing strategies have been performed, the results of which are dicussed. Generally these tests show that a "guided" depth oriented strategy gives a considerable reduction of search effort compared to the classical depth-first strategy.