[Association for Computational Linguisti
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Kudo, Taku; Matsumoto, Yuji
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Article
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2001
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Association for Computational Linguistics
โ 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