William W. Cohen

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Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUAdresse e-mail validée de cs.cmu.edu
Bhuwan DhingraAssistant Professor, Computer Science, Duke UniversityAdresse e-mail validée de cs.duke.edu
Zhilin YangCarnegie Mellon UniversityAdresse e-mail validée de cs.cmu.edu
Ken KoedingerHCII, Carnegie Mellon UniversityAdresse e-mail validée de cmu.edu
Haym HirshComputer Science, Cornell UniversityAdresse e-mail validée de cornell.edu
Haitian SunCarnegie Mellon UniversityAdresse e-mail validée de cs.cmu.edu
Vitor R. CarvalhoMicrosoftAdresse e-mail validée de cs.cmu.edu
Noboru MatsudaAssociate Professor, North Carolina State UniversityAdresse e-mail validée de ncsu.edu
Einat MinkovUniv. of Haifa, IsraelAdresse e-mail validée de is.haifa.ac.il
Stephen E Fienberg 1942-2016Maurice Falk University Professor of Statistics and Social ScienceAdresse e-mail validée de cs.cmu.edu
Pradeep RavikumarProfessor, School of Computer Science, Carnegie Mellon UniversityAdresse e-mail validée de cs.cmu.edu
Ni LaoGoogleAdresse e-mail validée de cs.cmu.edu
Richard WangSchool of Computer Science, Carnegie Mellon UniversityAdresse e-mail validée de cs.cmu.edu
Andrew O. ArnoldPrincipal Machine Learning Engineer, ShopifyAdresse e-mail validée de shopify.com
Ramnath BalasubramanyanGraduate student, Carnegie Mellon UniversityAdresse e-mail validée de cs.cmu.edu
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UAdresse e-mail validée de cs.cmu.edu
Robert F. MurphyProfessor of Computational Biology Emeritus, Carnegie Mellon UniversityAdresse e-mail validée de cmu.edu
Nan LiD. E. Shaw & Co., L.P.Adresse e-mail validée de cs.cmu.edu
Tom MitchellFounders University Professor of Machine Learning, Carnegie Mellon UniversityAdresse e-mail validée de cs.cmu.edu
Ramesh Maruthi NallapatiPrincipal Applied Scientist, Amazon AWS AIAdresse e-mail validée de amazon.com

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William W. Cohen

CMU and Google DeepMind

Adresse e-mail validée de google.com - Page d'accueil

machine learning information integration information extraction intelligent tutoring natural language processing


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Fast Effective Rule Induction WW Cohen Proceedings of the Twelfth International Conference on Machine Learning …, 1995	6031	1995
Revisiting semi-supervised learning with graph embeddings Z Yang, W Cohen, R Salakhudinov International conference on machine learning, 40-48, 2016	2485	2016
HotpotQA: A dataset for diverse, explainable multi-hop question answering Z Yang, P Qi, S Zhang, Y Bengio, WW Cohen, R Salakhutdinov, ... arXiv preprint arXiv:1809.09600, 2018	2370	2018
A Comparison of String Distance Metrics for Name-Matching Tasks. WW Cohen, P Ravikumar, SE Fienberg IIWeb 3, 73-78, 2003	2102	2003
Recommendation as classification: Using social and content-based information in recommendation C Basu, H Hirsh, W Cohen Aaai/iaai, 714-720, 1998	1797	1998
Never-ending learning T Mitchell, W Cohen, E Hruschka, P Talukdar, B Yang, J Betteridge, ... Communications of the ACM 61 (5), 103-115, 2018	1384	2018
Learning to order things WW Cohen, RE Schapire, Y Singer Advances in neural information processing systems 10, 1997	1193	1997
Context-sensitive learning methods for text categorization WW Cohen, Y Singer ACM Transactions on Information Systems (TOIS) 17 (2), 141-173, 1999	974	1999
Semi-markov conditional random fields for information extraction S Sarawagi, WW Cohen Advances in neural information processing systems 17, 2004	896	2004
A comparison of string metrics for matching names and records W Cohen, P Ravikumar, S Fienberg Kdd workshop on data cleaning and object consolidation 3, 73-78, 2003	877	2003
Random walk inference and learning in a large scale knowledge base N Lao, T Mitchell, W Cohen Proceedings of the 2011 conference on empirical methods in natural language …, 2011	856	2011
Learning rules that classify e-mail WW Cohen AAAI spring symposium on machine learning in information access 18, 25, 1996	816	1996
Beyond independent relevance: methods and evaluation metrics for subtopic retrieval CX Zhai, WW Cohen, J Lafferty Acm sigir forum 49 (1), 2-9, 2015	783	2015
Differentiable learning of logical rules for knowledge base reasoning F Yang, Z Yang, WW Cohen Advances in neural information processing systems 30, 2017	779	2017
Relational retrieval using a combination of path-constrained random walks N Lao, WW Cohen Machine learning 81, 53-67, 2010	774	2010
Adaptive name matching in information integration M Bilenko, R Mooney, W Cohen, P Ravikumar, S Fienberg IEEE Intelligent Systems 18 (5), 16-23, 2003	766	2003
Pubmedqa: A dataset for biomedical research question answering Q Jin, B Dhingra, Z Liu, WW Cohen, X Lu arXiv preprint arXiv:1909.06146, 2019	727	2019
Integration of heterogeneous databases without common domains using queries based on textual similarity WW Cohen Proceedings of the 1998 ACM SIGMOD international conference on Management of …, 1998	649	1998
Learning to match and cluster large high-dimensional data sets for data integration WW Cohen, J Richman Proceedings of the eighth ACM SIGKDD international conference on Knowledge …, 2002	590	2002
A simple, fast, and effective rule learner WW Cohen, Y Singer AAAI/IAAI 99 (335-342), 3, 1999	588	1999

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