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Dynamic Programming Algorithms for Transition-Based Dependency Parsers
Uppsala universitet, Institutionen för lingvistik och filologi. (Datorlingvistik)ORCID iD: 0000-0002-2492-9872
Universidade da Coruña, A Coruña, Spain.
University of Padua; Padua, Italy.
2011 (English)In: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Stroudsburg, PA, USA: Association for Computational Linguistics, 2011, 673-682 p.Conference paper, Published paper (Other academic)
Abstract [en]

We develop a general dynamic programming technique for the tabulation of transition-based dependency parsers, and apply it to obtain novel, polynomial-time algorithms for parsing with the arc-standard and arc-eager models. We also show how to reverse our technique to obtain new transition-based dependency parsers from existing tabular methods. Additionally, we provide a detailed discussion of the conditions under which the feature models commonly used in transition-based parsing can be integrated into our algorithms.

 

Place, publisher, year, edition, pages
Stroudsburg, PA, USA: Association for Computational Linguistics, 2011. 673-682 p.
Series
Association for Computational Linguistics (ACL). Annual Meeting Conference Proceedings, ISSN 0736-587X
National Category
Language Technology (Computational Linguistics)
Research subject
Computational Linguistics
Identifiers
URN: urn:nbn:se:liu:diva-100287ISBN: 978-1-932432-87-9 (print)OAI: oai:DiVA.org:liu-100287DiVA: diva2:661493
Conference
49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, USA, June 19-24, 2011
Available from: 2011-03-06 Created: 2013-11-04 Last updated: 2014-10-08Bibliographically approved

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Kuhlmann, Marco

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Citation style
  • apa
  • harvard1
  • ieee
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  • vancouver
  • oxford
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
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  • text
  • asciidoc
  • rtf