-
1
-
-
0002652285
-
A maximum entropy approach to natural language processing
-
A. Berger, S. Della Pietra, and V. Della Pietra. A maximum entropy approach to natural language processing. Computational Linguistics, 22(1):39-71, 1996.
-
(1996)
Computational Linguistics
, vol.22
, Issue.1
, pp. 39-71
-
-
Berger, A.1
Della Pietra, S.2
Della Pietra, V.3
-
2
-
-
85059361118
-
Taking into account the differences between actively and passively acquired data: The case of active learning with support vector machines for imbalanced datasets
-
M. Bloodgood and V. Shanker. Taking into account the differences between actively and passively acquired data: The case of active learning with support vector machines for imbalanced datasets. In Proc. of the NAACL-HLT '09, pages 137-140, 2009.
-
(2009)
Proc. of the NAACL-HLT '09
, pp. 137-140
-
-
Bloodgood, M.1
Shanker, V.2
-
3
-
-
0346586663
-
SMOTE: Synthetic minority over-sampling technique
-
N. Chawla, K. Bowyer, L. Hall, and W. Kegelmeyer. SMOTE: Synthetic minority over-sampling technique. Journal of Artificial Intelligence Research, 16:321-357, 2002.
-
(2002)
Journal of Artificial Intelligence Research
, vol.16
, pp. 321-357
-
-
Chawla, N.1
Bowyer, K.2
Hall, L.3
Kegelmeyer, W.4
-
5
-
-
84867577175
-
The foundations of cost-sensitive learning
-
C. Elkan. The foundations of cost-sensitive learning. In Proc. of the IJCAI '01, pages 973-978, 2001.
-
(2001)
Proc. of the IJCAI '01
, pp. 973-978
-
-
Elkan, C.1
-
6
-
-
85149117258
-
Minimizing manual annotation cost in supervised training from corpora
-
S. Engelson and I. Dagan. Minimizing manual annotation cost in supervised training from corpora. In Proc. of the ACL '96, pages 319-326, 1996.
-
(1996)
Proc. of the ACL '96
, pp. 319-326
-
-
Engelson, S.1
Dagan, I.2
-
7
-
-
63449090301
-
Learning on the border: Active learning in imbalanced data classification
-
S. Ertekin, J. Huang, L. Bottou, and L. Giles. Learning on the border: Active learning in imbalanced data classification. In Proc. of the CIKM '07, pages 127-136, 2007.
-
(2007)
Proc. of the CIKM '07
, pp. 127-136
-
-
Ertekin, S.1
Huang, J.2
Bottou, L.3
Giles, L.4
-
8
-
-
0031209604
-
Selective sampling using the query by committee algorithm
-
Y. Freund, H. Seung, E. Shamir, and N. Tishby. Selective sampling using the query by committee algorithm. Machine Learning, 28(2-3):133-168, 1997.
-
(1997)
Machine Learning
, vol.28
, Issue.2-3
, pp. 133-168
-
-
Freund, Y.1
Seung, H.2
Shamir, E.3
Tishby, N.4
-
9
-
-
84896456544
-
Semantic annotations for biology: A corpus development initiative at the Jena University Language & Information Engineering Lab
-
U. Hahn, E. Beisswanger, E. Buyko, M. Poprat, K. Tomanek, and J. Wermter. Semantic annotations for biology: A corpus development initiative at the Jena University Language & Information Engineering Lab. In Proc. of the LREC '08, 2008.
-
(2008)
Proc. of the LREC '08
-
-
Hahn, U.1
Beisswanger, E.2
Buyko, E.3
Poprat, M.4
Tomanek, K.5
Wermter, J.6
-
10
-
-
25844460429
-
Sample selection for statistical parsing
-
R. Hwa. Sample selection for statistical parsing. Computational Linguistics, 30(3):253-276, 2004.
-
(2004)
Computational Linguistics
, vol.30
, Issue.3
, pp. 253-276
-
-
Hwa, R.1
-
11
-
-
33845536164
-
The class imbalance problem: A systematic study
-
N. Japkowicz and S. Stephen. The class imbalance problem: A systematic study. Intelligent Data Analysis, 6(5):429-449, 2002.
-
(2002)
Intelligent Data Analysis
, vol.6
, Issue.5
, pp. 429-449
-
-
Japkowicz, N.1
Stephen, S.2
-
12
-
-
33846115034
-
Integrated annotation for biomedical information extraction
-
S. Kulick, A. Bies, M. Liberman, M. Mandel, R. T. McDonald, M. S. Palmer, and A. I. Schein. Integrated annotation for biomedical information extraction. In Proc. of the HLT-NAACL '04 Workshop 'Linking Biological Literature, Ontologies and Databases: Tools for Users', pages 61-68, 2004.
-
(2004)
Proc. of the HLT-NAACL '04 Workshop 'Linking Biological Literature, Ontologies and Databases: Tools for Users
, pp. 61-68
-
-
Kulick, S.1
Bies, A.2
Liberman, M.3
Mandel, M.4
McDonald, R.T.5
Palmer, M.S.6
Schein, A.I.7
-
13
-
-
0142192295
-
Conditional Random Fields: Probabilistic models for segmenting and labeling sequence data
-
J. Lafferty, A. McCallum, and F. Pereira. Conditional Random Fields: Probabilistic models for segmenting and labeling sequence data. In Proc. of the ICML '01, pages 282-289, 2001.
-
(2001)
Proc. of the ICML '01
, pp. 282-289
-
-
Lafferty, J.1
McCallum, A.2
Pereira, F.3
-
14
-
-
85013879626
-
A sequential algorithm for training text classifiers
-
D. D. Lewis and W. A. Gale. A sequential algorithm for training text classifiers. In Proc. of the SIGIR '94, pages 3-12, 1994.
-
(1994)
Proc. of the SIGIR '94
, pp. 3-12
-
-
Lewis, D.D.1
Gale, W.A.2
-
15
-
-
85149124378
-
Rule writing or annotation: Cost-efficient resource usage for base noun phrase chunking
-
G. Ngai and D. Yarowsky. Rule writing or annotation: Cost-efficient resource usage for base noun phrase chunking. In Proc. of the ACL '00, pages 117-125, 2000.
-
(2000)
Proc. of the ACL '00
, pp. 117-125
-
-
Ngai, G.1
Yarowsky, D.2
-
17
-
-
84880319025
-
Active learning for part-of-speech tagging: Accelerating corpus annotation
-
E. Ringger, P. McClanahan, R. Haertel, G. Busby, M. Carmen, J. Carroll, K. Seppi, and D. Lonsdale. Active learning for part-of-speech tagging: Accelerating corpus annotation. In Proc. of the Linguistic Annotation Workshop at ACL '07, pages 101-108, 2007.
-
(2007)
Proc. of the Linguistic Annotation Workshop at ACL '07
, pp. 101-108
-
-
Ringger, E.1
McClanahan, P.2
Haertel, R.3
Busby, G.4
Carmen, M.5
Carroll, J.6
Seppi, K.7
Lonsdale, D.8
-
18
-
-
84964243328
-
On proper unit selection in Active Learning: Co-selection effects for named entity recognition
-
K. Tomanek, F. Laws, U. Hahn, and H. Schütze. On proper unit selection in Active Learning: Co-selection effects for named entity recognition. In Proc. of the NAACL-HLT '09 Workshop 'Active Learning for NLP', pages 9-17, 2009.
-
(2009)
Proc. of the NAACL-HLT '09 Workshop 'Active Learning for NLP
, pp. 9-17
-
-
Tomanek, K.1
Laws, F.2
Hahn, U.3
Schütze, H.4
-
19
-
-
56649102769
-
An approach to text corpus construction which cuts annotation costs and maintains corpus reusability of annotated data
-
K. Tomanek, J. Wermter, and U. Hahn. An approach to text corpus construction which cuts annotation costs and maintains corpus reusability of annotated data. In Proc. of the EMNLP-CoNLL '07, pages 486-495, 2007.
-
(2007)
Proc. of the EMNLP-CoNLL '07
, pp. 486-495
-
-
Tomanek, K.1
Wermter, J.2
Hahn, U.3
-
20
-
-
80053363150
-
Active learning for word sense disambiguation with methods for addressing the class imbalance problem
-
J. Zhu and E. Hovy. Active learning for word sense disambiguation with methods for addressing the class imbalance problem. In Proc. of the EMNLP-CoNLL '07, pages 783-790, 2007.
-
(2007)
Proc. of the EMNLP-CoNLL '07
, pp. 783-790
-
-
Zhu, J.1
Hovy, E.2
|