Michael Collins
Michael Collins
Professor of Computer Science, Columbia University; Google NYC
Bestätigte E-Mail-Adresse bei cs.columbia.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
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
24902002
Head-driven statistical models for natural language parsing
M Collins
Computational linguistics 29 (4), 589-637, 2003
24502003
Three generative, lexicalised models for statistical parsing
M Collins
arXiv preprint cmp-lg/9706022, 1997
13521997
Unsupervised models for named entity classification
M Collins, Y Singer
1999 Joint SIGDAT Conference on Empirical Methods in Natural Language …, 1999
11791999
Convolution kernels for natural language
M Collins, N Duffy
Advances in neural information processing systems, 625-632, 2002
11302002
Conditional random fields for object recognition
A Quattoni, M Collins, T Darrell
Advances in neural information processing systems, 1097-1104, 2005
10242005
A new statistical parser based on bigram lexical dependencies
M Collins
arXiv preprint cmp-lg/9605012, 1996
9271996
Discriminative reranking for natural language parsing
M Collins, T Koo
Computational Linguistics 31 (1), 25-70, 2005
9012005
Logistic regression, AdaBoost and Bregman distances
M Collins, RE Schapire, Y Singer
Machine Learning 48 (1-3), 253-285, 2002
7902002
Learning to map sentences to logical form: Structured classification with probabilistic categorial grammars
LS Zettlemoyer, M Collins
arXiv preprint arXiv:1207.1420, 2012
7842012
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
6722002
Clause restructuring for statistical machine translation
M Collins, P Koehn, I Kučerová
Proceedings of the 43rd Annual Meeting of the Association for Computational …, 2005
6322005
Simple semi-supervised dependency parsing
T Koo, X Carreras, M Collins
Proceedings of ACL-08: HLT, 595-603, 2008
5392008
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
5182016
A generalization of principal components analysis to the exponential family
M Collins, S Dasgupta, RE Schapire
Advances in neural information processing systems, 617-624, 2002
5082002
Incremental parsing with the perceptron algorithm
M Collins, B Roark
Proceedings of the 42nd Annual Meeting of the Association for Computational …, 2004
4752004
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
4022007
Ranking algorithms for named entity extraction: Boosting and the votedperceptron
M Collins
Proceedings of the 40th Annual Meeting of the Association for Computational …, 2002
3252002
Prepositional phrase attachment through a backed-off model
M Collins, J Brooks
arXiv preprint cmp-lg/9506021, 1995
3141995
A statistical parser for Czech
M Collins, J Hajic, L Ramshaw, C Tillmann
Proceedings of the 37th annual meeting of the Association for Computational …, 1999
3021999
Das System kann den Vorgang jetzt nicht ausführen. Versuchen Sie es später erneut.
Artikel 1–20