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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 (engelsk)Inngår i: Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics, Stroudsburg, PA, USA: Association for Computational Linguistics, 2011, s. 673-682Konferansepaper, Publicerat paper (Annet vitenskapelig)
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.

 

sted, utgiver, år, opplag, sider
Stroudsburg, PA, USA: Association for Computational Linguistics, 2011. s. 673-682
Serie
Association for Computational Linguistics (ACL). Annual Meeting Conference Proceedings, ISSN 0736-587X
HSV kategori
Forskningsprogram
Datorlingvistik
Identifikatorer
URN: urn:nbn:se:liu:diva-100287ISBN: 978-1-932432-87-9 (tryckt)OAI: oai:DiVA.org:liu-100287DiVA, id: diva2:661493
Konferanse
49th Annual Meeting of the Association for Computational Linguistics, Portland, Oregon, USA, June 19-24, 2011
Tilgjengelig fra: 2011-03-06 Laget: 2013-11-04 Sist oppdatert: 2018-01-11bibliografisk kontrollert

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