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Journal Article
Large-Margin Training of Dependency Parsers Using Pegasos Algorithm
- 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
- 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