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The complexity of recognition of linguistically adequate dependency grammars

Published:07 July 1997Publication History

ABSTRACT

Results of computational complexity exist for a wide range of phrase structure-based grammar formalisms, while there is an apparent lack of such results for dependency-based formalisms. We here adapt a result on the complexity of ID/LP-grammars to the dependency framework. Contrary to previous studies on heavily restricted dependency grammars, we prove that recognition (and thus, parsing) of linguistically adequate dependency grammars is NP-complete.

References

  1. Barton, Jr., G. E. (1985). On the complexity of ID/LP parsing. Computational Linguistics, 11(4):205--218. Google ScholarGoogle ScholarDigital LibraryDigital Library
  2. Bröker, N. (1997). Eine Dependenzgrammatik zur Kopplung heterogener Wissenssysteme auf modallogischer Basis, (Dissertation). Freiburg, DE: Philosophische Fakultät, Albert-Ludwigs-Universtät.Google ScholarGoogle Scholar
  3. Earley, J. (1970). An efficient context-free parsing algorithm. Communications of the ACM, 13(2):94--102. Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. Gaifman, H. (1965). Dependency systems and phrase-structure systems. Information & Control, 8:304--337.Google ScholarGoogle ScholarCross RefCross Ref
  5. Garey, M. R. & D. S. Johnson (1983). Computers and Intractability: A Guide to the Theory of NP-completeness (2.ed.). New York, NY: Freeman. Google ScholarGoogle ScholarDigital LibraryDigital Library
  6. Haegeman, L. (1994). Introduction to Government and Binding. Oxford, UK: Basil Blackwell.Google ScholarGoogle Scholar
  7. Hellwig, P. (1988). Chart parsing according to the slot and filler principle. In Proc. of the 12th Int. Conf. on Computational Linguistics. Budapest, HU, 22--27 Aug 1988, Vol. 1, pp. 242--244. Google ScholarGoogle ScholarDigital LibraryDigital Library
  8. Hepple, M. (1990). Word order and obliqueness in categorial grammar. In G. Barry & G. Morill (Eds.), Studies in categorial grammar, pp. 47--64. Edinburgh, UK: Edinburgh University Press.Google ScholarGoogle Scholar
  9. Huck, G. (1988). Phrasal verbs and the categories of postponement. In R. Oehrle, E. Bach & D. Wheeler (Eds.), Categorial Grammars and Natural Language Structures, pp. 249--263. Studies in Linguistics and Philosophy 32. Dordrecht, NL: D. Reidel.Google ScholarGoogle Scholar
  10. Hudson, R. (1990). English Word Grammar. Oxford, UK: Basil Blackwell.Google ScholarGoogle Scholar
  11. Lombardo, V. & L. Lesmo (1996). An earley-type recognizer for dependency grammar. In Proc. of the 16th Int. Conf. on Computational Linguistics. Copenhagen, DK, 5--9 Aug 1996, Vol. 2, pp. 723--728. Google ScholarGoogle ScholarDigital LibraryDigital Library
  12. McCord, M. (1990). Slot grammar: A system for simpler construction of practical natural language grammars. In R. Studer (Ed.), Natural Language and Logic, pp. 118--145. Berlin, Heidelberg: Springer. Google ScholarGoogle ScholarDigital LibraryDigital Library
  13. Mel'čuk, I. (1988). Dependency Syntax: Theory and Practice. New York, NY: SUNY State University Press of New York.Google ScholarGoogle Scholar
  14. Mel'čuk, I. & N. Pertsov (1987). Surface Syntax of English: A Formal Model within the MTT Framework. Amsterdam, NL: John Benjamins.Google ScholarGoogle Scholar
  15. Neuhaus, P. & U. Hahn (1996). Restricted parallelism in object-oriented lexical parsing. In Proc. of the 16th Int. Conf. on Computational Linguistics. Copenhagen, DK, 5--9 Aug 1996, pp. 502--507. Google ScholarGoogle ScholarDigital LibraryDigital Library
  16. Pollard, C. & I. Sag (1994). Head-Driven Phrase Structure Grammar. Chicago, IL: University of Chicago Press.Google ScholarGoogle Scholar
  17. Rambow, O. & A. Joshi (1994). A formal look at DGs and PSGs, with consideration of word-order phenomena. In L. Wanner (Ed.), Current Issues in Meaning-Text-Theory. London: Pinter.Google ScholarGoogle Scholar
  18. Reape, M. (1989). A logical treatment of semi-free word order and discontinuous constituents. In Proc. of the 27th Annual Meeting of the Association for Computational Linguistics. Vancouver, BC, 1989, pp. 103--110. Google ScholarGoogle ScholarDigital LibraryDigital Library
  19. Starosta, S. (1988). The Case for Lexicase. London: Pinter.Google ScholarGoogle Scholar
  20. Starosta, S. (1992). Lexicase revisited. Department of Linguistics, University of Hawaii.Google ScholarGoogle Scholar
  21. Tesnière, L. ((1969) 1959). Eléments de Syntaxe Structurale (2.ed.). Paris, FR: Klincksieck.Google ScholarGoogle Scholar
  1. The complexity of recognition of linguistically adequate dependency grammars

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          cover image DL Hosted proceedings
          ACL '98/EACL '98: Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
          July 1997
          543 pages

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          Association for Computational Linguistics

          United States

          Publication History

          • Published: 7 July 1997

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          Overall Acceptance Rate85of443submissions,19%

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