William W. Cohen

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Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUVerified email at cs.cmu.edu
Zhilin YangCarnegie Mellon UniversityVerified email at cs.cmu.edu
Ken KoedingerHCII, Carnegie Mellon UniversityVerified email at cmu.edu
Vitor R. CarvalhoMicrosoftVerified email at cs.cmu.edu
Einat MinkovUniv. of Haifa, IsraelVerified email at is.haifa.ac.il
Stephen E Fienberg 1942-2016Maurice Falk University Professor of Statistics and Social ScienceVerified email at cs.cmu.edu
Noboru MatsudaAssociate Professor, North Carolina State UniversityVerified email at ncsu.edu
Pradeep RavikumarProfessor, School of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Ni LaoGoogleVerified email at cs.cmu.edu
Richard WangSchool of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Ramnath BalasubramanyanGraduate student, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Andrew O. ArnoldChief Scientist, DelphiaVerified email at delphia.com
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UVerified email at cs.cmu.edu
Robert F. MurphyProfessor of Computational Biology Emeritus, Carnegie Mellon UniversityVerified email at cmu.edu
Ramesh Maruthi NallapatiPrincipal Applied Scientist, Amazon AWS AIVerified email at amazon.com
Tom MitchellFounders University Professor of Machine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Nan LiD. E. Shaw & Co., L.P.Verified email at cs.cmu.edu
Amr AhmedSenior Staff Research Scientist, Google AIVerified email at google.com
William Yang WangMellichamp Chair Professor, University of California, Santa BarbaraVerified email at cs.ucsb.edu
Bhavana Dalvi MishraLead Research Scientist, Allen Institute for Artificial IntelligenceVerified email at allenai.org

William W. Cohen

Google AI

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machine learning information integration information extraction intelligent tutoring natural language processing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Fast Effective Rule Induction WW Cohen Proceedings of the Twelfth International Conference on Machine Learning …, 1995	5752	1995
A Comparison of String Distance Metrics for Name-Matching Tasks. WW Cohen, P Ravikumar, SE Fienberg IIWeb 3, 73-78, 2003	1968	2003
Revisiting semi-supervised learning with graph embeddings Z Yang, W Cohen, R Salakhudinov International conference on machine learning, 40-48, 2016	1740	2016
Recommendation as classification: Using social and content-based information in recommendation C Basu, H Hirsh, W Cohen Aaai/iaai, 714-720, 1998	1695	1998
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	1317	2018
Never-ending learning T Mitchell, W Cohen, E Hruschka, P Talukdar, B Yang, J Betteridge, ... Communications of the ACM 61 (5), 103-115, 2018	1172	2018
Learning to order things WW Cohen, RE Schapire, Y Singer Advances in neural information processing systems 10, 1997	1153	1997
Context-sensitive learning methods for text categorization WW Cohen, Y Singer ACM Transactions on Information Systems (TOIS) 17 (2), 141-173, 1999	962	1999
Semi-markov conditional random fields for information extraction S Sarawagi, WW Cohen Advances in neural information processing systems 17, 2004	865	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	828	2003
Learning rules that classify e-mail WW Cohen AAAI spring symposium on machine learning in information access 18, 25, 1996	801	1996
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	773	2011
Beyond independent relevance: methods and evaluation metrics for subtopic retrieval CX Zhai, WW Cohen, J Lafferty Acm sigir forum 49 (1), 2-9, 2015	749	2015
Adaptive name matching in information integration M Bilenko, R Mooney, W Cohen, P Ravikumar, S Fienberg IEEE Intelligent Systems 18 (5), 16-23, 2003	747	2003
Relational retrieval using a combination of path-constrained random walks N Lao, WW Cohen Machine learning 81, 53-67, 2010	672	2010
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	643	1998
A simple, fast, and effective rule learner WW Cohen, Y Singer AAAI/IAAI 99 (335-342), 3, 1999	565	1999
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	560	2002
Joint latent topic models for text and citations RM Nallapati, A Ahmed, EP Xing, WW Cohen Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008	548	2008
Differentiable learning of logical rules for knowledge base reasoning F Yang, Z Yang, WW Cohen Advances in neural information processing systems 30, 2017	530	2017

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