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Michael Collins

Observed names: Collins, Michael, Collins, Michael J., M. Collins, Michael Collins At, Michael Collins Dept, Michael J. Collins, Michael John Collins, Michael R. Collins
Observed institutions: AT&T (United States), Google (United States), IBM (United States), Google DeepMind (United Kingdom), IBM Research - Thomas J. Watson Research Center, Alphabet (United States), MIT Computer Science and Artificial Intelligence Laboratory, Massachusetts Institute of Technology, Columbia University, University of Pennsylvania
ORCID: 0000-0003-0997-1527
Observed ORCIDs: 0000-0003-0997-1527, 0000-0001-9832-7682, 0000-0001-5226-5498, 0009-0006-0119-8129
OpenAlex ID: A5079061237
Natural Questions: A Benchmark for Question Answering Research
2019 · Tom Kwiatkowski, Jennimaria Palomaki, et al. · Transactions of the Association for Computational Linguistics · 2,059
Discriminative training methods for hidden Markov models
2002 · Michael Collins · 1,862
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Head-Driven Statistical Models for Natural Language Parsing
2003 · Michael Collins · Computational Linguistics · 1,826
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Convolution Kernels for Natural Language
2002 · Michael Collins, Nigel Duffy · The MIT Press eBooks · 819
Unsupervised Models for Named Entity Classification
1999 · Michael Collins, Yoram Singer · 818
Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars
2012 · Zettlemoyer, Luke S., Collins, Michael · arXiv (Cornell University) · 766
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Three generative, lexicalised models for statistical parsing
1997 · Michael Collins · Annual Meeting of the Association for Computational Linguistics (ACL) · 747
Discriminative Reranking for Natural Language Parsing
2005 · Michael Collins, Terry Koo · Computational Linguistics · 710
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Logistic Regression, AdaBoost and Bregman Distances
2002 · Michael Collins, Robert E. Schapire, et al. · Machine Learning · 687
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A new statistical parser based on bigram lexical dependencies
1996 · Michael John Collins · Annual Meeting of the Association for Computational Linguistics (ACL) · 614
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Clause restructuring for statistical machine translation
2005 · Michael Collins, Philipp Koehn, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 600
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New ranking algorithms for parsing and tagging
2001 · Michael Collins, Nigel Duffy · Annual Meeting of the Association for Computational Linguistics (ACL) · 506
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Globally Normalized Transition-Based Neural Networks
2016 · Daniel Andor, Chris Alberti, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 478
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Simple Semi-supervised Dependency Parsing
2008 · Terry Koo, Xavier Carreras, et al. · RECERCAT (Consorci de Serveis Universitaris de Catalunya) · 442
Online Learning of Relaxed CCG Grammars for Parsing to Logical Form
2007 · Luke Zettlemoyer, Michael Collins · 385
A Generalization of Principal Components Analysis to the Exponential Family
2001 · Michael Collins, Sanjoy Dasgupta, et al. · 375
Incremental parsing with the perceptron algorithm
2004 · Michael Collins, Brian Roark · Annual Meeting of the Association for Computational Linguistics (ACL) · 373
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BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
2019 · Christopher Clark, Kenton Lee, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 369
Sparse, Dense, and Attentional Representations for Text Retrieval
2021 · Yi Luan, Jacob Eisenstein, et al. · Transactions of the Association for Computational Linguistics · 361
T y D i QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages
2020 · Jonathan H. Clark, Eunsol Choi, et al. · Transactions of the Association for Computational Linguistics · 343
Conditional random fields for object recognition
2004 · Ariadna Quattoni, Michael Collins, et al. · 342
Transfer learning for image classification with sparse prototype representations
2008 · Ariadna Quattoni, Michael Collins, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 257
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Ranking algorithms for named-entity extraction
2001 · Michael Collins · Annual Meeting of the Association for Computational Linguistics (ACL) · 233
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Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
2009 · Mari Ostendorf, Michael Collins, et al. · 224
Chinese Syntactic Reordering for Statistical Machine Translation
2007 · Chao Wang, Michael J. Collins, et al. · 211
Works count: 244
Citation count: 23,000
H-index: 60
I10-index: 115
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