Michael Collins - Concepedia

Author

Michael Collins

Also Known As

Collins, Michael, Collins, Michael J., Collins, Michael John, Collins, Michael, J., M Collins, M. Collins, M. J. Collins, M.J. Collins, MICHAEL COLLINS, Michael Collins

211

Publications

16.1K

Citations

H-Index

195

Concepts

All Affiliations

University of Calgary Columbia University Google (United States)Massachusetts Institute of Technology AT&T (United States)

About

Michael Collins is an author at University of Calgary specializing in engineering, natural language processing, and language studies.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	40	65	11.9K
2	Language Studies	25	28	9.3K
3	Education	3	3	34
4	Health Sciences	3	3	112
5	Arts	2	2	87

Michael Collins

Publications

15.1K

Citations

H-Index

Page 1

	Year	Citations
Discriminative training methods for hidden Markov models Michael Collins Discriminative Training MethodsMachine LearningTaggingEngineeringPart-of-speech Tagging	2002	1.9K
Natural Questions: A Benchmark for Question Answering Research Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Transactions of the Association for Computational Linguistics Natural Language ProcessingEngineeringInformation RetrievalQuestion AnsweringData Science	2019	1.9K
Head-Driven Statistical Models for Natural Language Parsing Michael Collins Computational Linguistics Natural Language ProcessingTreebanksLexicalized GrammarsSyntaxEngineering	2003	1.9K
Unsupervised Models for Named Entity Classification Michael Collins, Yoram Singer	1999	815
Three generative, lexicalised models for statistical parsing Michael Collins	1997	750
A new statistical parser based on bigram lexical dependencies Michael Collins Parse TreeSyntactic ParsingEngineeringPart-of-speech TaggingCorpus Linguistics	1996	619
Clause restructuring for statistical machine translation Michael Collins, Philipp Koehn, Ivona Kučerová Natural Language ProcessingComputer-assisted TranslationSyntactic ParsingSyntaxEngineering	2005	619
Incremental parsing with the perceptron algorithm Michael Collins, Brian Roark Syntactic ParsingEngineeringMachine LearningPerceptron ApproachCorpus Linguistics	2004	384
Conditional Random Fields for Object Recognition Ariadna Quattoni, Michael Collins, Trevor Darrell	2004	338
An objective method for computing advective surface velocities from sequential infrared satellite images William J. Emery, Andrew C. Thomas, Michael Collins, Journal of Geophysical Research Atmospheres Earth ObservationEngineeringObjective TechniqueCross CorrelationsOceanography	1986	330

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