Michael Collins
Michael Collins
Professor of Computer Science, Columbia University; Google NYC
Bestätigte E-Mail-Adresse bei cs.columbia.edu - Startseite
TitelZitiert vonJahr
Head-driven statistical models for natural language parsing
M Collins
Computational linguistics 29 (4), 589-637, 2003
22782003
Head-driven statistical models for natural language parsing
M Collins
University of Pennsylvania, 1999
2278*1999
Discriminative training methods for hidden markov models: Theory and experiments with perceptron algorithms
M Collins
Proceedings of the ACL-02 conference on Empirical methods in natural …, 2002
22672002
Three generative, lexicalised models for statistical parsing
M Collins
Proceedings of the eighth conference on European chapter of the Association …, 1997
12731997
Unsupervised models for named entity classification
M Collins, Y Singer
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural …, 1999
10841999
Convolution kernels for natural language
M Collins, N Duffy
Advances in neural information processing systems 14, 625-632, 2001
10362001
A new statistical parser based on bigram lexical dependencies
MJ Collins
Proceedings of the 34th annual meeting on Association for Computational …, 1996
8841996
Discriminative reranking for natural language parsing
M Collins, T Koo
Computational Linguistics 31 (1), 25-70, 2005
8312005
Discriminative reranking for natural language parsing
M Collins, T Koo
MACHINE LEARNING-INTERNATIONAL WORKSHOP THEN CONFERENCE-, 175-182, 2000
831*2000
Logistic regression, AdaBoost and Bregman distances
M Collins, RE Schapire, Y Singer
Machine Learning 48 (1), 253-285, 2002
7032002
New ranking algorithms for parsing and tagging: Kernels over discrete structures, and the voted perceptron
M Collins, N Duffy
Proceedings of the 40th Annual Meeting on Association for Computational …, 2002
6272002
Hidden conditional random fields
A Quattoni, S Wang, LP Morency, M Collins, T Darrell
Pattern Analysis and Machine Intelligence, IEEE Transactions on 29 (10 …, 2007
6152007
Learning to map sentences to logical form: Structured classification with probabilistic categorial grammars
LS Zettlemoyer, M Collins
Proc. of UAI 5, 2005
607*2005
Clause restructuring for statistical machine translation
M Collins, P Koehn, I Kučerová
Proceedings of the 43rd Annual Meeting on Association for Computational …, 2005
5372005
Conditional random fields for object recognition
A Quattoni, M Collins, T Darrell
In NIPS, 2004
4852004
Simple semi-supervised dependency parsing
T Koo, X Carreras, M Collins
4732008
A generalization of principal component analysis to the exponential family
M Collins, S Dasgupta, RE Schapire
NIPS2001, 2001
4362001
Incremental parsing with the perceptron algorithm
M Collins, B Roark
Proceedings of the 42nd Annual Meeting on Association for Computational …, 2004
4092004
Globally normalized transition-based neural networks
D Andor, C Alberti, D Weiss, A Severyn, A Presta, K Ganchev, S Petrov, ...
arXiv preprint arXiv:1603.06042, 2016
3522016
Online learning of relaxed CCG grammars for parsing to logical form
LS Zettlemoyer, M Collins
In Proceedings of the 2007 Joint Conference on Empirical Methods in Natural …, 2007
3212007
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