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[Association for Computational Linguistics Second meeting of the North American Chapter of the Association for Computational Linguistics - Pittsburgh, Pennsylvania (2001.06.01-2001.06.07)] Second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies 2001 - NAACL '01 - Chunking with support vector machines

โœ Scribed by Kudo, Taku; Matsumoto, Yuji


Book ID
121287928
Publisher
Association for Computational Linguistics
Year
2001
Weight
120 KB
Category
Article

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[Association for Computational Linguisti
โœ Kudo, Taku; Matsumoto, Yuji ๐Ÿ“‚ Article ๐Ÿ“… 2001 ๐Ÿ› Association for Computational Linguistics โš– 120 KB

We apply Support Vector Machines (SVMs) to identify English base phrases (chunks). SVMs are known to achieve high generalization performance even with input data of high dimensional feature spaces. Furthermore, by the Kernel principle, SVMs can carry out training with smaller computational overhead