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Michael Collins
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Discriminative training methods for hidden markov models: Theory and experiments with perceptron algorithms
M Collins
Proceedings of the 2002 conference on empirical methods in natural language …, 2002
26812002
Head-driven statistical models for natural language parsing
M Collins
Computational linguistics 29 (4), 589-637, 2003
25582003
Three generative, lexicalised models for statistical parsing
M Collins
arXiv preprint cmp-lg/9706022, 1997
14241997
Natural questions: a benchmark for question answering research
T Kwiatkowski, J Palomaki, O Redfield, M Collins, A Parikh, C Alberti, ...
Transactions of the Association for Computational Linguistics 7, 453-466, 2019
14062019
Unsupervised models for named entity classification
M Collins, Y Singer
1999 Joint SIGDAT conference on empirical methods in natural language …, 1999
13251999
Convolution kernels for natural language
M Collins, N Duffy
Advances in neural information processing systems 14, 2001
12362001
Conditional random fields for object recognition
A Quattoni, M Collins, T Darrell
Advances in neural information processing systems 17, 2004
1234*2004
Learning to map sentences to logical form: Structured classification with probabilistic categorial grammars
LS Zettlemoyer, M Collins
arXiv preprint arXiv:1207.1420, 2012
10502012
A new statistical parser based on bigram lexical dependencies
M Collins
arXiv preprint cmp-lg/9605012, 1996
9671996
Discriminative reranking for natural language parsing
M Collins, T Koo
Computational Linguistics 31 (1), 25-70, 2005
9392005
Logistic regression, AdaBoost and Bregman distances
M Collins, RE Schapire, Y Singer
Machine Learning 48 (1-3), 253-285, 2002
9162002
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 of the association for computational …, 2002
7192002
Clause restructuring for statistical machine translation
M Collins, P Koehn, I Kučerová
Proceedings of the 43rd Annual Meeting of the Association for Computational …, 2005
7132005
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
6802016
A generalization of principal components analysis to the exponential family
M Collins, S Dasgupta, RE Schapire
Advances in neural information processing systems 14, 2001
6252001
Simple semi-supervised dependency parsing
T Koo, X Carreras, M Collins
Proceedings of ACL-08: HLT, 595-603, 2008
5662008
Incremental parsing with the perceptron algorithm
M Collins, B Roark
Proceedings of the 42nd Annual Meeting of the Association for Computational …, 2004
5022004
Online learning of relaxed CCG grammars for parsing to logical form
L Zettlemoyer, M Collins
Proceedings of the 2007 Joint Conference on Empirical Methods in Natural …, 2007
4952007
BoolQ: Exploring the surprising difficulty of natural yes/no questions
C Clark, K Lee, MW Chang, T Kwiatkowski, M Collins, K Toutanova
arXiv preprint arXiv:1905.10044, 2019
4202019
Ranking algorithms for named entity extraction: Boosting and the votedperceptron
M Collins
Proceedings of the 40th Annual Meeting of the Association for Computational …, 2002
3442002
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