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Journal Article Large-Margin Training of Dependency Parsers Using Pegasos Algorithm
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Authors
Changki Lee, Soojong Lim, Myung-Gil Jang
Issue Date
2010-06
Citation
ETRI Journal, v.32, no.3, pp.486-489
ISSN
1225-6463
Publisher
한국전자통신연구원 (ETRI)
Language
English
Type
Journal Article
DOI
https://dx.doi.org/10.4218/etrij.10.0209.0483
Abstract
This letter presents a modified Pegasos algorithm for graphbased dependency parsing. We show that the modified Pegasos algorithm outperforms the margin infused relaxed and passive aggressive algorithms in three languages.