William W. Cohen

Cited by

	All	Since 2020
Citations	54187	20279
h-index	100	59
i10-index	293	155

6000

3000

1500

4500

19941995199619971998199920002001200220032004200520062007200820092010201120122013201420152016201720182019202020212022202320242025179 126 177 166 311 405 485 501 613 805 926 1119 1251 1366 1472 1577 1607 1710 1956 1949 1992 1933 2059 2308 2758 3091 3397 3542 3650 3940 5122 621

Public access

View all

42 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Ruslan SalakhutdinovUPMC Professor, Machine Learning Department, CMUVerified email at cs.cmu.edu
Bhuwan DhingraAssistant Professor, Computer Science, Duke UniversityVerified email at cs.duke.edu
Zhilin YangCarnegie Mellon UniversityVerified email at cs.cmu.edu
Ken KoedingerHCII, Carnegie Mellon UniversityVerified email at cmu.edu
Haym HirshComputer Science, Cornell UniversityVerified email at cornell.edu
Haitian SunCarnegie Mellon UniversityVerified email at cs.cmu.edu
Vitor R. CarvalhoMicrosoftVerified email at cs.cmu.edu
Noboru MatsudaAssociate Professor, North Carolina State UniversityVerified email at ncsu.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
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
Andrew O. ArnoldPrincipal Machine Learning Engineer, ShopifyVerified email at shopify.com
Ramnath BalasubramanyanGraduate student, Carnegie Mellon UniversityVerified email at cs.cmu.edu
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
Nan LiD. E. Shaw & Co., L.P.Verified email at cs.cmu.edu
Wenhu ChenAssistant Professor at University of WaterlooVerified email at uwaterloo.ca
Tom MitchellFounders University Professor of Machine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu

William W. Cohen

CMU and Google DeepMind

Verified email at google.com - Homepage

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	6041	1995
Revisiting semi-supervised learning with graph embeddings Z Yang, W Cohen, R Salakhudinov International conference on machine learning, 40-48, 2016	2508	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	2419	2018
A Comparison of String Distance Metrics for Name-Matching Tasks. WW Cohen, P Ravikumar, SE Fienberg IIWeb 3, 73-78, 2003	2107	2003
Recommendation as classification: Using social and content-based information in recommendation C Basu, H Hirsh, W Cohen Aaai/iaai, 714-720, 1998	1798	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	1393	2018
Learning to order things WW Cohen, RE Schapire, Y Singer Advances in neural information processing systems 10, 1997	1194	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	879	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	858	2011
Learning rules that classify e-mail WW Cohen AAAI spring symposium on machine learning in information access 18, 25, 1996	818	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	780	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	768	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	741	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
Program of thoughts prompting: Disentangling computation from reasoning for numerical reasoning tasks W Chen, X Ma, X Wang, WW Cohen arXiv preprint arXiv:2211.12588, 2022	600	2022
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

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors