Michael Collins

2008
45	EE	Ariadna Quattoni, Michael Collins, Trevor Darrell: Transfer learning for image classification with sparse prototype representations. CVPR 2008
44	EE	Yanqing Wang, Yijun Li, Michael Collins, Peijie Liu: Process improvement of peer code review and behavior analysis of its participants. SIGCSE 2008: 107-111
43	EE	David A. McAllester, Michael Collins, Fernando Pereira: Case-factor diagrams for structured probabilistic modeling. J. Comput. Syst. Sci. 74(1): 84-96 (2008)
2007
42	EE	Ariadna Quattoni, Michael Collins, Trevor Darrell: Learning Visual Representations using Images with Captions. CVPR 2007
41	EE	Amir Globerson, Terry Koo, Xavier Carreras, Michael Collins: Exponentiated gradient algorithms for log-linear structured prediction. ICML 2007: 305-312
40	EE	Brian Roark, Murat Saraclar, Michael Collins: Discriminative n-gram language modeling. Computer Speech & Language 21(2): 373-392 (2007)
39	EE	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)
2006
38	EE	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)
2005
37	EE	Michael Collins, Philipp Koehn, Ivona Kucerova: Clause Restructuring for Statistical Machine Translation. ACL 2005
36	EE	Michael Collins, Brian Roark, Murat Saraclar: Discriminative Syntactic Language Modeling for Speech Recognition. ACL 2005
35	EE	Terry Koo, Michael Collins: Hidden-Variable Models for Discriminative Reranking. HLT/EMNLP 2005
34	EE	Brooke Cowan, Michael Collins: Morphology and Reranking for the Statistical Parsing of Spanish. HLT/EMNLP 2005
33	EE	Luke S. Zettlemoyer, Michael Collins: Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars. UAI 2005: 658-666
2004
32	EE	Michael Collins, Brian Roark: Incremental Parsing with the Perceptron Algorithm. ACL 2004: 111-118
31	EE	Brian Roark, Murat Saraclar, Michael Collins, Mark Johnson: Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm. ACL 2004: 47-54
30		Jianhua Yao, Michael Collins, John Butman, Janice Lee: Computer Aided Monitoring of Fibrous Dysplasia Disease in Craniofacial Bones. ISBI 2004: 245-248
29	EE	Carrie Gates, Michael Collins, Michael Duggan, Andrew Kompanek, Mark Thomas: More Netflow Tools for Performance and Security. LISA 2004: 121-132
28	EE	Ariadna Quattoni, Michael Collins, Trevor Darrell: Conditional Random Fields for Object Recognition. NIPS 2004
27	EE	Peter L. Bartlett, Michael Collins, Benjamin Taskar, David A. McAllester: Exponentiated Gradient Algorithms for Large-margin Structured Classification. NIPS 2004
26	EE	David A. McAllester, Michael Collins, Fernando Pereira: Case-Factor Diagrams for Structured Probabilistic Modeling. UAI 2004: 382-391
25		Jean-Paul Watson, Michael Collins, William E. Hart, Hai Le, Laura Painton Swiler, Bruce Thompson: Spares Optimization for the Lockheed Martin Joint Strike Fighter. Winter Simulation Conference 2004
2003
24	EE	Michael Collins: Tutorial: Machine Learning Methods in Natural Language Processing. COLT 2003: 655
23		Michael Collins: Head-Driven Statistical Models for Natural Language Parsing. Computational Linguistics 29(4): 589-637 (2003)
2002
22	EE	Michael Collins, Nigel Duffy: New Ranking Algorithms for Parsing and Tagging: Kernels over Discrete Structures, and the Voted Perceptron. ACL 2002: 263-270
21	EE	Michael Collins: Ranking Algorithms for Named Entity Extraction: Boosting and the Voted Perceptron. ACL 2002: 489-496
20		Michael Collins, Robert E. Schapire, Yoram Singer: Logistic Regression, AdaBoost and Bregman Distances. Machine Learning 48(1-3): 253-285 (2002)
2001
19		Michael Collins: Parameter Estimation for Statistical Parsing Models: Theory and Practice of Distribution-Free Methods. IWPT 2001
18	EE	Michael Collins, S. Dasgupta, Robert E. Schapire: A Generalization of Principal Components Analysis to the Exponential Family. NIPS 2001: 617-624
17	EE	Michael Collins, Nigel Duffy: Convolution Kernels for Natural Language. NIPS 2001: 625-632
16	EE	Joseph G. Davis, Eswaran Subrahmanian, Suresh Konda, Helen Granger, Michael Collins, Arthur Westerberg: Creating Shared Information Spaces to Support Collaborative Design Work. Information Systems Frontiers 3(3): 377-392 (2001)
2000
15		Regina Barzilay, Michael Collins, Julia Hirschberg, Steve Whittaker: The Rules Behind Roles: Identifying Speaker Role in Radio Broadcasts. AAAI/IAAI 2000: 679-684
14	EE	Steven P. Abney, Michael Collins, Amit Singhal: Answer Extraction. ANLP 2000: 296-301
13		Michael Collins, Robert E. Schapire, Yoram Singer: Logistic Regression, AdaBoost and Bregman Distances. COLT 2000: 158-169
12		Michael Collins: Discriminative Reranking for Natural Language Parsing. ICML 2000: 175-182
11		Michael Collins: Telecommunications Crime - Part 3. Computers & Security 19(2): 141-148 (2000)
1999
10	EE	Michael Collins, Jan Hajic, Lance A. Ramshaw, Christoph Tillmann: A Statistical Parser for Czech. ACL 1999
9	EE	Amit Singhal, Steven P. Abney, Michiel Bacchiani, Michael Collins, Donald Hindle, Fernando C. N. Pereira: AT&T at TREC-8. TREC 1999
8	EE	Michael Collins: Telecommunications crime - Part 1. Computers & Security 18(7): 577-586 (1999)
7	EE	Michael Collins: Telecommunications crime - Part 2. Computers & Security 18(8): 683-692 (1999)
1997
6		Michael Collins: Three Generative, Lexicalised Models for Statistical Parsing. ACL 1997: 16-23
5	EE	Michael Collins: Three Generative, Lexicalised Models for Statistical Parsing CoRR cmp-lg/9706022: (1997)
1996
4		Michael Collins: A New Statistical Parser Based on Bigram Lexical Dependencies. ACL 1996: 184-191
3		Richard B. Gillett, Michael Collins, David Pimm: Overview of Memory Channel Network for PCI. COMPCON 1996: 244-249
2	EE	Michael Collins: A New Statistical Parser Based on Bigram Lexical Dependencies CoRR cmp-lg/9605012: (1996)
1995
1	EE	Michael Collins, James Brooks: Prepositional Phrase Attachment through a Backed-Off Model CoRR abs/cmp-lg/9506021: (1995)

Coauthor Index

1	Steven P. Abney	[9] [14]
2	Michiel Bacchiani	[9]
3	Peter L. Bartlett	[27]
4	Regina Barzilay	[15]
5	Coskun Bayrak	[38]
6	James Brooks	[1]
7	John Butman	[30]
8	Xavier Carreras	[41]
9	Brooke Cowan	[34]
10	Trevor Darrell	[28] [39] [42] [45]
11	S. Dasgupta	[18]
12	Joseph G. Davis	[16]
13	Nigel Duffy	[17] [22]
14	Michael Duggan	[29]
15	Carrie Gates	[29]
16	Richard B. Gillett	[3]
17	Amir Globerson	[41]
18	Helen Granger	[16]
19	Jan Hajic	[10]
20	William E. Hart	[25]
21	Donald Hindle	[9]
22	Julia Hirschberg	[15]
23	Mark Johnson	[31]
24	Philipp Koehn	[37]
25	Andrew Kompanek	[29]
26	Suresh Konda	[16]
27	Terry Koo	[35] [41]
28	Ivona Kucerova	[37]
29	Christine Le	[38]
30	Hai Le	[25]
31	Janice Lee	[30]
32	Yijun Li	[44]
33	Peijie Liu	[44]
34	David A. McAllester	[26] [27] [43]
35	Louis-Philippe Morency	[39]
36	Fernando Pereira	[26] [43]
37	Fernando C. N. Pereira	[9]
38	David Pimm	[3]
39	Ariadna Quattoni	[28] [39] [42] [45]
40	Lance A. Ramshaw	[10]
41	Charles Reynolds	[38]
42	Brian Roark	[31] [32] [36] [40]
43	Murat Saraclar	[31] [36] [40]
44	Robert E. Schapire	[13] [18] [20]
45	Yoram Singer	[13] [20]
46	Amit Singhal	[9] [14]
47	Eswaran Subrahmanian	[16]
48	Laura Painton Swiler	[25]
49	Benjamin Taskar (Ben Taskar)	[27]
50	Mark Thomas	[29]
51	Bruce Thompson	[25]
52	Christoph Tillmann	[10]
53	Cihan Varol	[38]
54	Sy Bor Wang	[39]
55	Yanqing Wang	[44]
56	Jean-Paul Watson	[25]
57	Arthur Westerberg	[16]
58	Steve Whittaker	[15]
59	Jianhua Yao	[30]
60	Luke S. Zettlemoyer	[33]

Colors in the list of coauthors