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Marinov, Svetoslav
Publications (2 of 2) Show all publications
Nivre, J., Hall, J., Nilsson, J., Eryiǧit, G. & Marinov, S. (2006). Labeled Pseudo-Projective Dependency Parsing with Support Vector Machines. In: Lluís Màrquez, Dan Klein (Ed.), Proceedings of the Tenth Conference on Computational Natural Language Learning (CoNLL-X): . Paper presented at 10th Conference on Computational Natural Language Learning, CoNLL-X, New York, NY, 8 June 2006 through 9 June 2006 (pp. 221-225).
Open this publication in new window or tab >>Labeled Pseudo-Projective Dependency Parsing with Support Vector Machines
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2006 (English)In: Proceedings of the Tenth Conference on Computational Natural Language Learning (CoNLL-X) / [ed] Lluís Màrquez, Dan Klein, 2006, p. 221-225Conference paper, Published paper (Other academic)
Abstract [en]

We use SVMclassifiers to predict the next action of a deterministic parser that builds labeled projective dependency graphs in an incremental fashion. Non-projective dependencies are captured indirectly by projectivizing the training data for the classifiers and applying an inverse transformation to the output of the parser. We present evaluation results and an error analysis focusing on Swedish and Turkish.

Identifiers
urn:nbn:se:his:diva-1927 (URN)2-s2.0-84862271629 (Scopus ID)
Conference
10th Conference on Computational Natural Language Learning, CoNLL-X, New York, NY, 8 June 2006 through 9 June 2006
Available from: 2007-09-21 Created: 2007-09-21 Last updated: 2020-06-10Bibliographically approved
Marinov, S. & Nivre, J. (2005). A Data-Driven Dependency Parser for Bulgarian. In: Proceedings of the 4th Workshop on Treebanks and Linguistic Theories (TLT-05). Paper presented at The 4th Workshop on Treebanks and Linguistic Theories (TLT 2005), Barcelona, Spain (pp. 89-100).
Open this publication in new window or tab >>A Data-Driven Dependency Parser for Bulgarian
2005 (English)In: Proceedings of the 4th Workshop on Treebanks and Linguistic Theories (TLT-05), 2005, p. 89-100Conference paper, Published paper (Refereed)
Identifiers
urn:nbn:se:his:diva-1772 (URN)
Conference
The 4th Workshop on Treebanks and Linguistic Theories (TLT 2005), Barcelona, Spain
Available from: 2007-08-29 Created: 2007-08-29 Last updated: 2017-11-27Bibliographically approved
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