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Dependency Parsing by Transformation and Combination
Växjö University, Faculty of Mathematics/Science/Technology, School of Mathematics and Systems Engineering.
Växjö University, Faculty of Mathematics/Science/Technology, School of Mathematics and Systems Engineering.
2008 (English)In: 6th International Conference on Natural Language Processing, GoTAL 2008, Springer, Gothenburg, Sweden , 2008, p. 348–359-Conference paper, Published paper (Refereed)
Abstract [en]

This study presents new language and treebank independent

graph transformations that improve accuracy in data-driven dependency parsing. We show that individual generic graph transformations can increase accuracy across treebanks, but especially when they are combined using established parser combination techniques. The combination experiments also indicate that the presumed best way to combine parsers, using the highest scoring parsers, is not necessarily the best approach.

Place, publisher, year, edition, pages
Springer, Gothenburg, Sweden , 2008. p. 348–359-
Keywords [en]
Inductive Dependency Parsing, Tree Transformations, Parser Combination
National Category
Computer Sciences
Research subject
Computer and Information Sciences Computer Science
Identifiers
URN: urn:nbn:se:vxu:diva-3884OAI: oai:DiVA.org:vxu-3884DiVA, id: diva2:203841
Available from: 2009-01-04 Created: 2009-01-04 Last updated: 2018-01-13Bibliographically approved

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Nilsson, JensNivre, Joakim

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CiteExportLink to record
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