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	Multiple Instance Active Learning [My Copy] NIPS (2007) by Burr Settles, Mark Craven, Soumya Ray posted to active instance learning mutliple by vlachmore on 2009-05-08 15:26:41 as along with 2 people luispedro Mohan-S
	Active Learning Literature Survey [My Copy] (2009) by B. Settles posted to active learning by vlachmore on 2009-05-08 15:23:36 as
	Reducing Annotation Effort using Generalized Expectation Criteria- [My Copy] In niversity of Massachusetts Amherst Technical Report #2007-62, (TR), 2007 (2007) by Gregory Druck, Gideon Mann, Andrew Mccallum posted to active expectation feature generalized labeling learning by vlachmore on 2009-04-17 12:46:40 as along with 1 person julianpan
	Active constrained clustering by examining spectral Eigenvectors [My Copy] (2005) by Qianjun Xu, Marie Desjardins, Kiri Wagstaff posted to active clustering constrained_clustering by vlachmore on 2009-03-16 16:12:10 as
	Adapting SVM for data sparseness and imbalance: a case study in information extraction [My Copy] Natural Language Engineering, Vol. Forthcoming, No. -1. (2006), pp. 1-31. by Yaoyong Li, Kalina Bontcheva, Hamish Cunningham posted to active learning margins ner svm uneven by vlachmore on 2009-01-13 18:39:33 as
	An Approach to Reducing Annotation Costs for BioNLP [My Copy] (2008) by Michael Bloodgood, K. Vijay-Shanker posted to active bionlp learning by vlachmore on 2008-11-14 15:22:37 as
	An Analysis of Active Learning Strategies for Sequence Labeling Tasks [My Copy] (2008) by Burr Settles, Mark Craven posted to active conditional entity fields learning named ner random recognition by vlachmore on 2008-09-29 16:36:02 as along with 1 person luispedro
	Multi-criteria-based strategy to stop active learning for data annotation [My Copy] (2008) by Jingbo Zhu, Huizhen Wang, Eduard Hovy posted to active criterion learning stopping by vlachmore on 2008-09-24 18:25:39 as
	Multi-Task Active Learning for Linguistic Annotations [My Copy] In Proceedings of ACL 2008 by Roi Reichart, Katrin Tomanek, Udo Hahn, Ari Rappoport posted to active active_learning learning multi-task by vlachmore on 2008-07-25 15:20:39 as
	Stopping criteria for active learning of named entity recognition [My Copy] In Proceedings of Coling (2008) by Florian Laws, Hinrich Schόtze posted to active criterion entity learning named ner recognition stopping by vlachmore on 2008-07-24 16:12:15 as
	Information-Based Objective Functions for Active Data Selection [My Copy] Neural Computation, Vol. 4, No. 4. (1992), pp. 590-604. by D. Mackay posted to active active_learning learning by vlachmore on 2008-01-25 17:06:47 as
	Nonmyopic active learning of Gaussian processes: an exploration-exploitation approach [My Copy] In ICML '07: Proceedings of the 24th international conference on Machine learning (2007), pp. 449-456. by Andreas Krause, Carlos Guestrin posted to active active_learning gaussian learning processes by vlachmore on 2008-01-25 17:05:40 as along with 2 people and 1 group rpadams xiaoyan2006 Modèles Graphiques UBIAT
	Active Semi-Supervised Learning = Robust Multi-View Learning [My Copy] In Proceedings of 17th International Conference in Machine Learning (2002), pp. 435-442. by Ion Muslea, Steven Minton, Craig A. Knoblock posted to active active_learning learning semi-supervised by vlachmore on 2008-01-24 02:20:08 as
	A stopping criterion for active learning [My Copy] Computer Speech & Language, Vol. In Press, Uncorrected Proof by Andreas Vlachos posted to active active_learning classification criterion entity learning named recognition stopping text by vlachmore on 2008-01-08 14:22:53 as along with 2 people Mohan-S hpiwowar
	Active Learning with Multiple Views [My Copy] In Encyclopedia of Data Mining (2004) by Ion Muslea edited by John Wang posted to active active_learning co-testing learning multiple views by vlachmore on 2007-12-03 15:41:28 as
	Combining active learning and semi-supervised learning using gaussian fields and harmonic functions [My Copy] (2003) by X. Zhu, J. Lafferty, Z. Ghahramani posted to active_learning active fields functions gaussian harmonic learning semi-supervised by vlachmore on 2007-11-07 15:19:00 as
	Active Learning of Features and Labels [My Copy] In Proceedings of the ICML Workshop on Learning With Multiple Views (July 2005), pp. 43-50. by Balaji Krishnapuram, David Williams, Ya Xue, Lawrence Carin, Mario Figueiredo, Alexander Hartemink posted to active active_learning learning by vlachmore on 2007-10-24 14:35:28 as
	An Approach to Text Corpus Construction which Cuts Annotation Costs and Maintains Reusability of Annotated Data [My Copy] In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL), pp. 486-495. by Katrin Tomanek, Joachim Wermter, Udo Hahn posted to active entity entropy learning maximum named recognition active_learning by vlachmore on 2007-10-08 22:19:29 as
	Active Learning for Word Sense Disambiguation with Methods for Addressing the Class Imbalance Problem [My Copy] Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (June 2007) by Jingbo Zhu, Eduard Hovy posted to active criterion disambiguation learning sense stopping word active_learning by vlachmore on 2007-10-08 22:18:27 as along with 1 person sachina
	Active learning and logarithmic opinion pools for HPSG parse selection [My Copy] Natural Language Engineering, Vol. 13, No. 1. (2007), pp. 1-32. by Jason Baldridge, Miles Osborne posted to active hpsg learning logarithmic lop opinion parse pool selection active_learning by vlachmore on 2007-10-08 21:59:18 as
	Active Annotation [My Copy] In Proceedings of ATEM in EACL06 (2006) by Andreas Vlachos posted to active annotation entity learning named recognition semi-supervised active_learning by vlachmore on 2007-10-08 21:47:19 as along with 2 people and 1 group henk-cul hpiwowar dbmi-nlp
	Confidence-Based Active Learning [My Copy] IEEE Trans. Pattern Anal. Mach. Intell., Vol. 28, No. 8. (August 2006), pp. 1251-1261. by Mingkun Li posted to active learning active_learning by vlachmore on 2007-10-08 21:27:57 as along with 1 person sugarexpletive
	Investigating the Effects of Selective Sampling on the Annotation Task [My Copy] In Proceedings of the Ninth Conference on Computational Natural Language Learning (June 2005), pp. 144-151. by Ben Hachey, Beatrice Alex, Markus Becker posted to active agreement entity inter-annotator learning named ner recognition active_learning by vlachmore on 2007-10-08 20:28:29 as
	A Two-Stage Method for Active Learning of Statistical Grammars [My Copy] In Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence (2005), pp. 991-996. by Markus Becker, Miles Osborne posted to active grammar learning active_learning by vlachmore on 2007-10-08 13:57:11 as
	Optimising Selective Sampling for Bootstrapping Named Entity Recognition [My Copy] In Proceedings of the Workshop on Learning with Multiple Views, ICML (2005) by M. Becker, B. Hachey, B. Alex, C. Grover posted to active entity learning named ner recognition sampling selective active_learning by vlachmore on 2007-10-08 13:53:51 as along with 1 person arafalov
	Multi-criteria-based active learning for named entity recognition [My Copy] In ACL '04: Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics (2004) by Dan Shen, Jie Zhang, Jian Su, Guodong Zhou, Chew-Lim Tan posted to active clustering entity learning named ner recognition active_learning by vlachmore on 2007-10-08 13:46:00 as along with 1 person and 1 group arafalov Named Entity Recognition
	Active Learning and the Total Cost of Annotation [My Copy] In Proceedings of Conference on Empirical Methods in Natural Language Processing (July 2004), pp. 9-16. by J. Baldridge, M. Osborne posted to active cost hpsg learning parsing active_learning by vlachmore on 2007-10-08 13:43:10 as
	Ensemble-based Active Learning for Parse Selection [My Copy] In Proceedings of the 5th Conference of the North American Chapter of the Association for Computational Linguistics (2004) by Miles Osborne, Jason Baldridge posted to active hpsg learning parsing active_learning by vlachmore on 2007-10-08 12:24:29 as
	Interactive Information Extraction with Constrained Conditional Random Fields [My Copy] In Proceedings of the Nineteenth National Conference on Artificial Intelligence, Sixteenth Conference on Innovative Applications of Artificial Intelligence, pp. 412-418. by Trausti Kristjansson, Aron Culotta, Paul Viola, Andrew Mccallum posted to active conditional confidence crf entity estimation fields learning named random recognition active_learning by vlachmore on 2007-10-08 12:18:21 as along with 3 people and 1 group blambert shilpaa Scis0000002 IAL
	Confidence Estimation for Information Extraction [My Copy] (2004) by A. Culotta, A. Mccallum posted to active confidence estimation learning active_learning by vlachmore on 2007-10-08 12:15:13 as along with 2 people blambert AlisonBabeu
	Online Choice of Active Learning Algorithms [My Copy] Journal of Machine Learning Research, Vol. 5 (2004), pp. 255-291. by Yoram Baram, Ran El-Yaniv, Kobi Luz posted to active learning active_learning by vlachmore on 2007-10-05 10:38:21 as
	A-Optimality for Active Learning of Logistic Regression Classifiers [My Copy] (2004) by A. Schein, L. Ungar posted to active learning logistic regression active_learning by vlachmore on 2007-10-04 19:06:11 as
	Active learning for HPSG parse selection [My Copy] In Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 (2003), pp. 17-24. by Jason Baldridge, Miles Osborne posted to active hpsg learning parse selection active_learning by vlachmore on 2007-10-04 19:01:08 as
	From instance-level constraints to space-level constraints: Making the most of prior knowledge in data clustering [My Copy] (2002) by D. Klein, S. Kamvar, C. Manning posted to active active_learning clustering constrained_clustering contraints learning by vlachmore on 2007-10-04 18:35:33 as along with 3 people sb-3000 sona fcamel
	Active Hidden Markov Models for Information Extraction [My Copy] In IDA '01: Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis (2001), pp. 309-318. by Tobias Scheffer, Christian Decomain, Stefan Wrobel posted to active hmm learning active_learning by vlachmore on 2007-10-04 18:20:57 as
	Support Vector Machine Active Learning with Applications to Text Classification [My Copy] In Proceedings of ICML-00, 17th International Conference on Machine Learning (2000), pp. 999-1006. by Simon Tong, Daphne Koller edited by Pat Langley posted to active based classification learning machines sampling support text uncertainty vector active_learning by vlachmore on 2007-10-04 18:18:23 as
	Query Learning with Large Margin Classifiers [My Copy] In ICML '00: Proceedings of the Seventeenth International Conference on Machine Learning (2000), pp. 111-118. by Colin Campbell, Nello Cristianini, Alex J. Smola posted to active based learning machines sampling support uncertainty vector active_learning by vlachmore on 2007-10-04 18:06:20 as
	Support vector machine active learning with applications to text classification [My Copy] J. Mach. Learn. Res., Vol. 2 (2002), pp. 45-66. by Simon Tong, Daphne Koller posted to active based classification learning machines sampling support text uncertainty vector active_learning by vlachmore on 2007-10-04 18:05:16 as along with 5 people eddymier anon_pl kgajos sachina jdu
	Less is More: Active Learning with Support Vector Machines [My Copy] In ICML '00: Proceedings of the Seventeenth International Conference on Machine Learning (2000), pp. 839-846. by Greg Schohn, David Cohn posted to active based criterion learning machines sampling stopping support uncertainty vector active_learning by vlachmore on 2007-10-04 18:03:30 as along with 1 person eddymier
	Selective Sampling with Redundant Views [My Copy] In Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence (2000), pp. 621-626. by Ion Muslea, Steven Minton, Craig A. Knoblock posted to active learning active_learning by vlachmore on 2007-10-04 18:00:25 as
	Committee-Based Sample Selection for Probabilistic Classifiers [My Copy] Journal of Artificial Intelligence Research, Vol. 11 (1999), pp. 335-360. by Shlomo A. Engelson, Ido Dagan posted to active by committee learning query active_learning by vlachmore on 2007-10-04 17:37:19 as along with 2 people xiaoyan2006 Mohan-S
	Employing EM and Pool-Based Active Learning for Text Classification [My Copy] In ICML '98: Proceedings of the Fifteenth International Conference on Machine Learning (1998), pp. 350-358. by Andrew Mccallum, Kamal Nigam posted to active classification expectation-maximization learning text active_learning by vlachmore on 2007-10-04 17:32:28 as along with 1 person jdu
	A sequential algorithm for training text classifiers [My Copy] In SIGIR '94: Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval (1994), pp. 3-12. by David D. Lewis, William A. Gale posted to active based classification learning sampling text uncertainty active_learning by vlachmore on 2007-10-04 16:51:50 as
	Improving Generalization with Active Learning [My Copy] Mach. Learn., Vol. 15, No. 2. (May 1994), pp. 201-221. by David Cohn, Les Atlas, Richard Ladner posted to active based learning sampling uncertainty active_learning by vlachmore on 2007-10-04 16:49:44 as along with 1 person creswick
	An Approach to Text Corpus Construction which Cuts Annotation Costs and Maintains Reusability of Annotated Data [My Copy] In Proceedings of the Joint Meeting of the Conference on Empirical Methods on Natural Language Processing and the Conference on Natural Language Learning (June 2007), pp. 486-495. by Katrin Tomanek, Joachim Wermter, Udo Hahn posted to active entropy learning maximum reusability active_learning by vlachmore on 2007-10-04 16:08:36 as
	Query by committee [My Copy] In COLT '92: Proceedings of the fifth annual workshop on Computational learning theory (1992), pp. 287-294. by H. S. Seung, M. Opper, H. Sompolinsky posted to active active_learning by committee learning qbc query query_by_committee by vlachmore on 2007-10-04 15:47:36 as along with 1 person jdu

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learning	87
bionlp	86
clustering	63
entity	47
active	46
named	45
recognition	45
process	39
active_learning	37
dirichlet	33
bayesian	31
vector	31
classification	30
ner	30
support	29
machines	28
text	27
parsing	25
random	24
sampling	24
semantic	23
conditional	22
fields	22
unsupervised	22
semi-supervised	21
models	20
dimensionality	19
extraction	19
reduction	19
gaussian	17
gene	17
model	17
non-parametric	16
evaluation	15
svm	15
machine	14
mixture	14
software	14
resolution	13
selection	13
hierarchical	12
information	12
analysis	11
crf	11
markov	11
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bootstrapping	10
categorization	10
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inference	10
relation	10
anaphora	9
coreference	9
non-negative	9
role	9
svms	9
tutorial	9
verb	9
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corpora	8
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gibbs	8
graph	8
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matrix	8
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spectral	8
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word	8
based	7
buffet	7
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disambiguation	7
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latent	7
pca	7
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wordnet	4
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harmonic	1
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hellinger	1
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verbs	1
views	1
v-measure	1
weighting	1
wsd	1
xml	1
zone	1

vlachmore's active [46 articles] Export

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