-
1
-
-
38349151150
-
-
H. Cunningham, D. Maynard, K. Bontcheva, V. Tablan, GATE: A framework and graphical development environment for robust NLP tools and applications, in: Proceedings of the 40th Anniversary Meeting of the Association for Computational Linguistics, 2002.
-
-
-
-
2
-
-
84859889184
-
Exploring various knowledge in relation extraction
-
Ann Arbor, Michigan
-
Zhou G., Su J., Zhang J., and Zhang M. Exploring various knowledge in relation extraction. Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05), Association for Computational Linguistics (2005), Ann Arbor, Michigan 427-434
-
(2005)
Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05), Association for Computational Linguistics
, pp. 427-434
-
-
Zhou, G.1
Su, J.2
Zhang, J.3
Zhang, M.4
-
4
-
-
38349161293
-
-
A. Culotta, J. Sorensen, Dependency tree kernels for relation extraction, in: ACL, 2004, pp. 423-429.
-
-
-
-
6
-
-
38349191296
-
-
B. Rosario, M. Hearst, Classifying semantic relations in bioscience text, in: Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, 2004.
-
-
-
-
7
-
-
84859918112
-
Simple algorithms for complex relation extraction with applications to biomedical IE
-
Ann Arbor, Michigan
-
McDonald R., Pereira F., Kulick S., Winters S., Jin Y., and White P. Simple algorithms for complex relation extraction with applications to biomedical IE. Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05), Association for Computational Linguistics (2005), Ann Arbor, Michigan 491-498
-
(2005)
Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05), Association for Computational Linguistics
, pp. 491-498
-
-
McDonald, R.1
Pereira, F.2
Kulick, S.3
Winters, S.4
Jin, Y.5
White, P.6
-
8
-
-
38349120677
-
-
S. Brin, Extracting patterns and relations from the world wide web, in: WebDB Workshop at sixth International Conference on Extending Database Technology, EDBT'98, 1998.
-
-
-
-
9
-
-
0033652943
-
-
E. Agichtein, L. Gravano, Snowball: Extracting relations from large plain-text collections, in: Proceedings of the Fifth ACM International Conference on Digital Libraries, 2000.
-
-
-
-
10
-
-
84880902141
-
-
M. Banko, M.J. Cafarella, S. Soderland, M. Broadhead, O. Etzioni, Open information extraction from the web, in: IJCAI, 2007, pp. 2670-2676.
-
-
-
-
14
-
-
84957069814
-
-
T. Joachims, Text categorization with support vector machines: learning with many relevant features, in: C. Nédellec, C. Rouveirol (Eds.), Proceedings of ECML-98, 10th European Conference on Machine Learning, vol. 1398, Chemnitz, DE, Springer Verlag, Heidelberg DE, 1998, pp. 137-142.
-
-
-
-
15
-
-
38349134465
-
-
T. Kudo, Y. Matsumoto, Chunking with support vector machines, in: Proceedings of NAACL, 2001, pp. 192-199.
-
-
-
-
16
-
-
0041965869
-
Text classification using string kernels
-
Lodhi H., Saunders C., Shawe-Taylor J., Cristianini N., and Watkins C. Text classification using string kernels. J. Mach. Learn. Res. 2 (2001) 419-444
-
(2001)
J. Mach. Learn. Res.
, vol.2
, pp. 419-444
-
-
Lodhi, H.1
Saunders, C.2
Shawe-Taylor, J.3
Cristianini, N.4
Watkins, C.5
-
18
-
-
0030211964
-
Bagging predictors
-
Breiman L. Bagging predictors. Mach. Learn. 24 2 (1996) 123-140
-
(1996)
Mach. Learn.
, vol.24
, Issue.2
, pp. 123-140
-
-
Breiman, L.1
-
19
-
-
0031211090
-
A decision-theoretic generalization of on-line learning and an application to boosting
-
Freund Y., and Schapire R.E. A decision-theoretic generalization of on-line learning and an application to boosting. J. Comput. System Sci. 55 1 (1997) 119-139
-
(1997)
J. Comput. System Sci.
, vol.55
, Issue.1
, pp. 119-139
-
-
Freund, Y.1
Schapire, R.E.2
-
20
-
-
38349151836
-
-
M. Banko, E. Brill, Scaling to very very large corpora for natural language disambiguation, in: Meeting of the Association for Computational Linguistics, 2001, pp. 26-33.
-
-
-
-
21
-
-
38349086328
-
-
V. Ng, C. Cardie, Weakly supervised natural language learning without redundant views, in: HLT-NAACL 2003: Proceedings of the Main Conference, 2003, pp. 173-180.
-
-
-
-
22
-
-
0032139235
-
The random subspace method for constructing decision forests
-
Ho T.K. The random subspace method for constructing decision forests. IEEE Trans. Pattern Anal. Mach. Intell. 20 8 (1998) 832-844
-
(1998)
IEEE Trans. Pattern Anal. Mach. Intell.
, vol.20
, Issue.8
, pp. 832-844
-
-
Ho, T.K.1
-
23
-
-
0035478854
-
Random forests
-
Breiman L. Random forests. Mach. Learn. 45 1 (2001) 5-32
-
(2001)
Mach. Learn.
, vol.45
, Issue.1
, pp. 5-32
-
-
Breiman, L.1
-
24
-
-
0028424239
-
Improving generalization with active learning
-
Cohn D., Atlas L., and Ladner R. Improving generalization with active learning. Mach. Learn. 15 2 (1994) 201-221
-
(1994)
Mach. Learn.
, vol.15
, Issue.2
, pp. 201-221
-
-
Cohn, D.1
Atlas, L.2
Ladner, R.3
-
25
-
-
38349186276
-
-
C.A. Thompson, M.E. Califf, R.J. Mooney, Active learning for natural language parsing and information extraction, in: Proceedings of 16th International Conference on Machine Learning, Morgan Kaufmann, San Francisco CA, 1999, pp. 406-414.
-
-
-
-
26
-
-
38349143020
-
-
D.D. Lewis, J. Catlett, Heterogeneous uncertainty sampling for supervised learning. in: W.W. Cohen, H. Hirsh (Eds.), Proceedings of ICML-94, 11th International Conference on Machine Learning, New Brunswick, US, Morgan Kaufmann Publishers, San Francisco, USA, 1994, pp. 148-156.
-
-
-
-
27
-
-
85013879626
-
-
D.D. Lewis, W.A. Gale, A sequential algorithm for training text classifiers, in: Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval, Springer-Verlag, New York, Inc., 1994, pp. 3-12.
-
-
-
-
28
-
-
0031209604
-
Selective sampling using the query by committee algorithm
-
Freund Y., Seung H.S., Shamir E., and Tishby N. Selective sampling using the query by committee algorithm. Mach. Learn. 28 2-3 (1997) 133-168
-
(1997)
Mach. Learn.
, vol.28
, Issue.2-3
, pp. 133-168
-
-
Freund, Y.1
Seung, H.S.2
Shamir, E.3
Tishby, N.4
-
29
-
-
0242445747
-
Committee-based sample selection for probabilistic classifiers
-
Argamon-Engelson S., and Dagan I. Committee-based sample selection for probabilistic classifiers. J. Artif. Intell. Res. 11 (1999) 335-360
-
(1999)
J. Artif. Intell. Res.
, vol.11
, pp. 335-360
-
-
Argamon-Engelson, S.1
Dagan, I.2
-
30
-
-
0042868698
-
Support vector machine active learning with applications to text classification
-
Tong S., and Koller D. Support vector machine active learning with applications to text classification. J. Mach. Learn. Res. 2 (2001) 45-66
-
(2001)
J. Mach. Learn. Res.
, vol.2
, pp. 45-66
-
-
Tong, S.1
Koller, D.2
-
31
-
-
0000012198
-
Selective sampling for example-based word sense disambiguation
-
Fujii A., Inui K., Tokunaga T., and Tanaka H. Selective sampling for example-based word sense disambiguation. Comput. Linguistics 24 4 (1998) 573-598
-
(1998)
Comput. Linguistics
, vol.24
, Issue.4
, pp. 573-598
-
-
Fujii, A.1
Inui, K.2
Tokunaga, T.3
Tanaka, H.4
-
33
-
-
38349120234
-
-
M. Sassano, An empirical study of active learning with support vector machines for japanese word segmentation, in: Proceedings of ACL-02, 40th Annual Meeting of the Association for Computational Linguistics, 2002.
-
-
-
-
35
-
-
38349171453
-
-
J. Baldridge, M. Osborne, Active learning for HPSG parse selection, in: Proceedings of the seventh Conference on Natural Language Learning, 2003.
-
-
-
-
36
-
-
38349184146
-
-
M. Tang, X. Luo, S. Roukos, Active learning for statistical natural language parsing, in: Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics (ACL), 2002, pp. 120-127.
-
-
-
-
37
-
-
38349146415
-
-
X. Zhu, Semi-supervised learning literature survey. Technical Report 1530, Computer Sciences, University of Wisconsin-Madison. 〈http://www.cs.wisc.edu/∼jerryzhu/pub/ssl_survey.pdf〉.
-
-
-
-
38
-
-
38349153497
-
-
D. Yarowsky, Unsupervised word sense disambiguation rivaling supervised methods, in: Meeting of the Association for Computational Linguistics,1995, pp. 189-196.
-
-
-
-
39
-
-
18744410770
-
Understanding the Yarowsky algorithm
-
Abney S. Understanding the Yarowsky algorithm. Comput. Linguistics 30 3 (2004)
-
(2004)
Comput. Linguistics
, vol.30
, Issue.3
-
-
Abney, S.1
-
41
-
-
38349188108
-
-
M. Collins, Y. Singer, Unsupervised models for named entity classification, in: EMNLP/VLC-99, 1999.
-
-
-
-
43
-
-
84891750688
-
Selective sampling with redundant views
-
AAAI Press/The MIT Press, New York, Cambridge
-
Muslea I., Minton S., and Knoblock C.A. Selective sampling with redundant views. Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence (2000), AAAI Press/The MIT Press, New York, Cambridge 621-626
-
(2000)
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
, pp. 621-626
-
-
Muslea, I.1
Minton, S.2
Knoblock, C.A.3
-
44
-
-
38349163075
-
-
E. Charniak, A maximum-entropy-inspired parser, Technical Report CS-99-12, Computer Scicence Department, Brown University, 1999.
-
-
-
-
45
-
-
38349162515
-
-
C.-C. Chang, C.-J. Lin, LIBSVM: a library for support vector machines. Software available at, 〈 http://www.csie.ntu.edu.tw/∼cjlin/libsvm〉, 2001.
-
-
-
-
46
-
-
38349084939
-
-
S. Abney, Bootstrapping, in: Proceedings of ACL-02, 40th Annual Meeting of the Association for Computational Linguistics, 2002.
-
-
-
-
47
-
-
84898930761
-
Co-training and expansion: towards bridging theory and practice
-
Saul L.K., Weiss Y., and Bottou L. (Eds), MIT Press, Cambridge, MA
-
Balcan M.-F., Blum A., and Yang K. Co-training and expansion: towards bridging theory and practice. In: Saul L.K., Weiss Y., and Bottou L. (Eds). Advances in Neural Information Processing Systems vol. 17 (2005), MIT Press, Cambridge, MA 489-496
-
(2005)
Advances in Neural Information Processing Systems
, vol.17
, pp. 489-496
-
-
Balcan, M.-F.1
Blum, A.2
Yang, K.3
|