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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
Project Code
09MS3100, Development of Web QA(Question Answering) Technology, Jang Myung Gil
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.
KSP Keywords
Dependency Parsing, Dependency parser