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Restrictions on tree adjoining languages

Published: 10 August 1998 Publication History

Abstract

Several methods are known for parsing languages generated by Tree Adjoining Grammars (TAGs) in O(n6) worst case running time. In this paper we investigate which restrictions on TAGs and TAG derivations are needed in order to lower this O(n6) time complexity, without introducing large runtime constants, and without losing any of the generative power needed to capture the syntactic constructions in natural language that can be handled by unrestricted TAGs. In particular, we describe an algorithm for parsing a strict subcalss of TAG in O(n5), and attempt to show that this subclass retains enough generative power to make it useful in the general case.

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Beth Ann Hockey and Srinivas Bangalore. 1993. Feature-based TAG in place of multi-component adjunction: computational implications. In Proceedings of the Natural Language Processing Pacific Rim Symposium (NLPRS), Fukuoka, Japan.
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Aravind K. Joshi. 1985. How much context sensitivity is necessary for characterizing structural descriptions: Tree adjoining grammars. In L. Karttunen D. Dowty and A. Zwicky, editors, Natural language parsing: Psychological, computational and theoretical perspectives, pages 206--250. Cambridge University Press, Cambridge, U.K.
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Yves Schabes and Aravind K. Joshi. 1991. Parsing with lexicalized tree adjoining grammar. In M. Tomita, editor, Current Issues in Parsing Technologies. Kluwer Academic Publishers.
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Cited By

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  • (2012)Dynamic programming for higher order parsing of gap-minding treesProceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning10.5555/2390948.2391005(478-488)Online publication date: 12-Jul-2012
  • (2006)The weak generative capacity of linear tree-adjoining grammarsProceedings of the Eighth International Workshop on Tree Adjoining Grammar and Related Formalisms10.5555/1654690.1654694(25-32)Online publication date: 15-Jul-2006

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cover image DL Hosted proceedings
ACL '98/COLING '98: Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics - Volume 2
August 1998
768 pages

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  • Government of Canada
  • Université de Montréal

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Association for Computational Linguistics

United States

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Published: 10 August 1998

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Overall Acceptance Rate 85 of 443 submissions, 19%

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Cited By

View all
  • (2012)Dynamic programming for higher order parsing of gap-minding treesProceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning10.5555/2390948.2391005(478-488)Online publication date: 12-Jul-2012
  • (2006)The weak generative capacity of linear tree-adjoining grammarsProceedings of the Eighth International Workshop on Tree Adjoining Grammar and Related Formalisms10.5555/1654690.1654694(25-32)Online publication date: 15-Jul-2006

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