Michael Collins

Columbia University, Department of Computer Science

other persons with the same name:

• Michael Collins 0002 - University College Dublin, Department of Computer Science
• Michael Collins 0003 - Northwestern State University, College of Business

	2012
j12		Alexander M. Rush, Michael Collins: A Tutorial on Dual Decomposition and Lagrangian Relaxation for Inference in Natural Language Processing. J. Artif. Intell. Res. (JAIR) 45: 305-362 (2012)
c60		Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar: Spectral Learning of Latent-Variable PCFGs. ACL (1) 2012: 223-231
c59		Jalal Mahmud, Clemens Drews, Michael Collins, Arnaldo Carreno-Fuentes, Alex Bullard, Mark Vickstrom, Margaret Cho: Test-driven development for the web: increasing efficiency of web development. CHI Extended Abstracts 2012: 1931-1936
c58		Paramveer S. Dhillon, Jordan Rodu, Michael Collins, Dean P. Foster, Lyle H. Ungar: Spectral Dependency Parsing with Latent Variables. EMNLP-CoNLL 2012: 205-213
c57		Alexander M. Rush, Roi Reichart, Michael Collins, Amir Globerson: Improved Parsing and POS Tagging Using Inter-Sentence Consistency Constraints. EMNLP-CoNLL 2012: 1434-1444
c56		Shay B. Cohen, Michael Collins: Tensor Decomposition for Fast Parsing with Latent-Variable PCFGs. NIPS 2012: 2528-2536
i5		Luke S. Zettlemoyer, Michael Collins: Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars. CoRR abs/1207.1420 (2012)
i4		David A. McAllester, Michael Collins, Fernando Pereira: Case-Factor Diagrams for Structured Probabilistic Modeling. CoRR abs/1207.4135 (2012)
	2011
c55		Michael Collins, Alexander M. Rush: Dual Decomposition for Natural Language Processing. ACL (Tutorial Abstracts) 2011: 6
c54		Alexander M. Rush, Michael Collins: Exact Decoding of Syntactic Translation Models through Lagrangian Relaxation. ACL 2011: 72-82
c53		Yin-Wen Chang, Michael Collins: Exact Decoding of Phrase-Based Translation Models through Lagrangian Relaxation. EMNLP 2011: 26-37
c52		Valentin Poncos, Michael Collins: SAR tomography development for Radarsat-2. IGARSS 2011: 1666-1669
c51		Michael Collins: Lagrangian Relaxation for Inference in Natural Language Processing. IWPT 2011: 150-150
	2010
c50		Terry Koo, Michael Collins: Efficient Third-Order Dependency Parsers. ACL 2010: 1-11
c49		Shivani Agarwal, Michael Collins: Maximum Margin Ranking Algorithms for Information Retrieval. ECIR 2010: 332-343
c48		Alexander M. Rush, David Sontag, Michael Collins, Tommi Jaakkola: On Dual Decomposition and Linear Programming Relaxations for Natural Language Processing. EMNLP 2010: 1-11
c47		Terry Koo, Alexander M. Rush, Michael Collins, Tommi Jaakkola, David Sontag: Dual Decomposition for Parsing with Non-Projective Head Automata. EMNLP 2010: 1288-1298
c46		Fadi Biadsy, Julia Hirschberg, Michael Collins: Dialect recognition using a phone-GMM-supervector-based SVM kernel. INTERSPEECH 2010: 753-756
	2009
c45		Luke S. Zettlemoyer, Michael Collins: Learning Context-Dependent Mappings from Sentences to Logical Form. ACL/IJCNLP 2009: 976-984
c44		Xavier Carreras, Michael Collins: Non-Projective Parsing for Statistical Machine Translation. EMNLP 2009: 200-209
c43		Jun Suzuki, Hideki Isozaki, Xavier Carreras, Michael Collins: An Empirical Study of Semi-supervised Structured Conditional Models for Dependency Parsing. EMNLP 2009: 551-560
c42		Dino Schweitzer, David Gibson, Michael Collins: Active Learning in the Security Classroom. HICSS 2009: 1-8
c41		Ariadna Quattoni, Xavier Carreras, Michael Collins, Trevor Darrell: An efficient projection for l1,infinity regularization. ICML 2009: 108
c40		Natasha Singh-Miller, Michael Collins: Learning Label Embeddings for Nearest-Neighbor Multi-class Classification with an Application to Speech Recognition. NIPS 2009: 1678-1686
	2008
j11		David A. McAllester, Michael Collins, Fernando Pereira: Case-factor diagrams for structured probabilistic modeling. J. Comput. Syst. Sci. 74(1): 84-96 (2008)
j10		Michael Collins, Amir Globerson, Terry Koo, Xavier Carreras, Peter L. Bartlett: Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks. Journal of Machine Learning Research 9: 1775-1822 (2008)
c39		Terry Koo, Xavier Carreras, Michael Collins: Simple Semi-supervised Dependency Parsing. ACL 2008: 595-603
c38		Michael Collins: Using discovery to create an architecture-based implementation baseline. CTS 2008: 560-562
c37		Ariadna Quattoni, Michael Collins, Trevor Darrell: Transfer learning for image classification with sparse prototype representations. CVPR 2008
	2007
j9		Brian Roark, Murat Saraclar, Michael Collins: Discriminative n-gram language modeling. Computer Speech & Language 21(2): 373-392 (2007)
j8		Ariadna Quattoni, Sy Bor Wang, Louis-Philippe Morency, Michael Collins, Trevor Darrell: Hidden Conditional Random Fields. IEEE Trans. Pattern Anal. Mach. Intell. 29(10): 1848-1852 (2007)
c36		Ariadna Quattoni, Michael Collins, Trevor Darrell: Learning Visual Representations using Images with Captions. CVPR 2007
c35		Terry Koo, Amir Globerson, Xavier Carreras, Michael Collins: Structured Prediction Models via the Matrix-Tree Theorem. EMNLP-CoNLL 2007: 141-150
c34		Luke S. Zettlemoyer, Michael Collins: Online Learning of Relaxed CCG Grammars for Parsing to Logical Form. EMNLP-CoNLL 2007: 678-687
c33		Chao Wang, Michael Collins, Philipp Koehn: Chinese Syntactic Reordering for Statistical Machine Translation. EMNLP-CoNLL 2007: 737-745
c32		Amir Globerson, Terry Koo, Xavier Carreras, Michael Collins: Exponentiated gradient algorithms for log-linear structured prediction. ICML 2007: 305-312
c31		Natasha Singh-Miller, Michael Collins, Timothy J. Hazen: Dimensionality reduction for speech recognition using neighborhood components analysis. INTERSPEECH 2007: 1158-1161
	2006
j7		Michael Collins, Charles Reynolds, Christine Le, Cihan Varol, Coskun Bayrak: Automated data verification in a format-free environment. ACM SIGSOFT Software Engineering Notes 31(2): 1-4 (2006)
c30		Brooke Cowan, Ivona Kucerova, Michael Collins: A Discriminative Model for Tree-to-Tree Translation. EMNLP 2006: 232-241
	2005
j6		Michael Collins, Terry Koo: Discriminative Reranking for Natural Language Parsing. Computational Linguistics 31(1): 25-70 (2005)
c29		Michael Collins, Philipp Koehn, Ivona Kucerova: Clause Restructuring for Statistical Machine Translation. ACL 2005
c28		Michael Collins, Brian Roark, Murat Saraclar: Discriminative Syntactic Language Modeling for Speech Recognition. ACL 2005
c27		Brooke Cowan, Michael Collins: Morphology and Reranking for the Statistical Parsing of Spanish. HLT/EMNLP 2005
c26		Terry Koo, Michael Collins: Hidden-Variable Models for Discriminative Reranking. HLT/EMNLP 2005
c25		Luke S. Zettlemoyer, Michael Collins: Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars. UAI 2005: 658-666
	2004
c24		Brian Roark, Murat Saraclar, Michael Collins, Mark Johnson: Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm. ACL 2004: 47-54
c23		Michael Collins, Brian Roark: Incremental Parsing with the Perceptron Algorithm. ACL 2004: 111-118
c22		Ben Taskar, Dan Klein, Michael Collins, Daphne Koller, Christopher D. Manning: Max-Margin Parsing. EMNLP 2004: 1-8
c21		Jianhua Yao, Michael Collins, John Butman, Janice Lee: Computer Aided Monitoring of Fibrous Dysplasia Disease in Craniofacial Bones. ISBI 2004: 245-248
c20		Peter L. Bartlett, Michael Collins, Benjamin Taskar, David A. McAllester: Exponentiated Gradient Algorithms for Large-margin Structured Classification. NIPS 2004
c19		Ariadna Quattoni, Michael Collins, Trevor Darrell: Conditional Random Fields for Object Recognition. NIPS 2004
c18		David A. McAllester, Michael Collins, Fernando Pereira: Case-Factor Diagrams for Structured Probabilistic Modeling. UAI 2004: 382-391
	2003
j5		Michael Collins: Head-Driven Statistical Models for Natural Language Parsing. Computational Linguistics 29(4): 589-637 (2003)
c17		Michael Collins: Tutorial: Machine Learning Methods in Natural Language Processing. COLT 2003: 655
	2002
j4		Michael Collins, Robert E. Schapire, Yoram Singer: Logistic Regression, AdaBoost and Bregman Distances. Machine Learning 48(1-3): 253-285 (2002)
c16		Michael Collins, Nigel Duffy: New Ranking Algorithms for Parsing and Tagging: Kernels over Discrete Structures, and the Voted Perceptron. ACL 2002: 263-270
c15		Michael Collins: Ranking Algorithms for Named Entity Extraction: Boosting and the Voted Perceptron. ACL 2002: 489-496
	2001
c14		Michael Collins: Parameter Estimation for Statistical Parsing Models: Theory and Practice of Distribution-Free Methods. IWPT 2001
c13		Michael Collins, S. Dasgupta, Robert E. Schapire: A Generalization of Principal Components Analysis to the Exponential Family. NIPS 2001: 617-624
c12		Michael Collins, Nigel Duffy: Convolution Kernels for Natural Language. NIPS 2001: 625-632
	2000
j3		Michael Collins: Telecommunications Crime - Part 3. Computers & Security 19(2): 141-148 (2000)
c11		Regina Barzilay, Michael Collins, Julia Hirschberg, Steve Whittaker: The Rules Behind Roles: Identifying Speaker Role in Radio Broadcasts. AAAI/IAAI 2000: 679-684
c10		Steven P. Abney, Michael Collins, Amit Singhal: Answer Extraction. ANLP 2000: 296-301
c9		Michael Collins, Robert E. Schapire, Yoram Singer: Logistic Regression, AdaBoost and Bregman Distances. COLT 2000: 158-169
c8		Michael Collins: Discriminative Reranking for Natural Language Parsing. ICML 2000: 175-182
	1999
j2		Michael Collins: Telecommunications crime - Part 1. Computers & Security 18(7): 577-586 (1999)
j1		Michael Collins: Telecommunications crime - Part 2. Computers & Security 18(8): 683-692 (1999)
c7		Michael Collins, Jan Hajic, Lance A. Ramshaw, Christoph Tillmann: A Statistical Parser for Czech. ACL 1999
c6		Amit Singhal, Steven P. Abney, Michiel Bacchiani, Michael Collins, Donald Hindle, Fernando C. N. Pereira: AT&T at TREC-8. TREC 1999
	1997
c5		Michael Collins: Three Generative, Lexicalised Models for Statistical Parsing. ACL 1997: 16-23
i3		Michael Collins: Three Generative, Lexicalised Models for Statistical Parsing. CoRR cmp-lg/9706022 (1997)
	1996
c4		Michael Collins: A New Statistical Parser Based on Bigram Lexical Dependencies. ACL 1996: 184-191
c3		Richard B. Gillett, Michael Collins, David Pimm: Overview of Memory Channel Network for PCI. COMPCON 1996: 244-249
i2		Michael Collins: A New Statistical Parser Based on Bigram Lexical Dependencies. CoRR cmp-lg/9605012 (1996)
	1995
c2		Breck Baldwin, Michael Collins, Jason Eisner, Adwait Ratnaparkhi, Joseph Rosenzweig, Anoop Sarkar: University of Pennsylvania: description of the University of Pennsylvania system used for MUC-6. MUC 1995: 177-191
i1		Michael Collins, James Brooks: Prepositional Phrase Attachment through a Backed-Off Model. CoRR abs/cmp-lg/9506021 (1995)
	1993
c1		Manny Rayner, Ivan Bretan, David M. Carter, Michael Collins, Vassilios Digalakis, Björn Gambäck, Jaan Kaja, Jussi Karlgren, Bertil Lyberg, Stephen G. Pulman, Patti Price, Christer Samuelsson: Spoken language translation with MID-90's technology: a case study. EUROSPEECH 1993

Coauthor Index

Colors in the list of coauthors

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