Use of Support Vector Learning for Chunk Identification (2000)
by
Taku Kudoh
,
Yuji Matsumoto
| Venue: | In Proceedings of CoNLL-2000 and LLL-2000 |
| Citations: | 77 - 2 self |
BibTeX
@INPROCEEDINGS{Kudoh00useof,
author = {Taku Kudoh and Yuji Matsumoto},
title = {Use of Support Vector Learning for Chunk Identification},
booktitle = {In Proceedings of CoNLL-2000 and LLL-2000},
year = {2000},
pages = {142--144}
}
Years of Citing Articles
Bookmark
 |
 |
 |
 |
 |
 |
OpenURL
Abstract
In this paper, we explore the use of Support Vector Machines (SVMs) for CoNLL-2000 shared task, chunk identification. SVMs are so-called large margin classifiers and are well-known as their good generalization performance. We investigate how SVMs with a very large number of features perform with the classification task of chunk labelling.
Citations
| 1491 | Support-vector networks - Cortes, Vapnik - 1995 |
| 1368 | Text categorization with support vector machines - Joachims - 1998 |
| 345 | Making large-scale support vector machine learning practical - Joachims - 1998 |
| 5 | Pairwise classification and support vector machines - Kreel - 1999 |
| 3 | Pairwise classi and support vector machines - Kreel - 1999 |
| 1 | Pairwise Classification and Support Vector Machines - Krefiel - 1999 |
