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Conference Paper
Named Entity Recognition using a Modified Pegasos Algorithm
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- Authors
- Chang Ki Lee, Pum-Mo Ryu, Hyun Ki Kim
- Issue Date
- 2011-10
- Citation
- International Conference on Information and Knowledge Management (CIKM) 2011, pp.2337-2340
- Language
- English
- Type
- Conference Paper
- Abstract
- In this paper, we describe a named entity recognition using a modified Pegasos algorithm for structural SVMs. We show the modified Pegasos algorithm significantly outperformed CRFs and the training time for the modified Pegasos algorithm is reduced 17-26 times compared to CRFs. © 2011 ACM.
- KSP Keywords
- Named entity Recognition, Structural SVM(SSVM), Training time