splitSVM: Fast, Space-efficient, non-Heuristic, polynomial kernel computation for NLP applications

ACL-08: HLT - 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference

Volumn , Issue , 2008, Pages 237-240

  Goldberg, Yoav ^a   Elhadad, Michael ^a  

^a BEN GURION UNIVERSITY OF THE NEGEV   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION FUNCTIONS; JAVA LIBRARY; LOSS OF ACCURACY; OPEN-SOURCE; POLYNOMIAL KERNELS; SPACE EFFICIENT;

COMPUTATIONAL LINGUISTICS;

NATURAL LANGUAGE PROCESSING SYSTEMS;

EID: 80053433160     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. Y. Goldberg and M. Elhadad. 2007. SVM model tampering and anchored learning: A case study in heb rew. np chunking. In Proc. of ACL2007.
2. H. Isozaki and H. Kazawa. 2002. Efficient support vector classifiers for named entity recognition. In Proc. of COLING2002.
3. T. Kudo and Y. Matsumoto. 2003. Fast methods for kernel-based text analysis. In ACL-2003.
4. J. Nivre, J. Hall, and J. Nillson. 2006. Maltparser: A data-driven parser-generator for dependency parsing. In Proc. of LREC2006.
5. Y. Wu, J. Yang, and Y. Lee. 2007. An approximate approach for training polynomial kernel svms in linear time. In Proc. of ACL2007 (short-paper).