Aron Culotta

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Andrew McCallumDistinguished Professor of Computer Science, University of Massachusetts AmherstVerified email at cs.umass.edu
Michael WickUniversity of MassachusettsVerified email at cs.umass.edu
Jennifer CutlerNorthwestern UniversityVerified email at kellogg.northwestern.edu
Libby HemphillAssociate Professor, University of Michigan School of InformationVerified email at umich.edu
Mustafa BilgicIllinois Institute of TechnologyVerified email at iit.edu
Paul ViolaMicrosoftVerified email at microsoft.com
Jeffrey SorensenGoogle, Inc.Verified email at ieee.org
Matthew HestonPhD Student, Northwestern UniversityVerified email at u.northwestern.edu
Ron BekkermanCTO, CherreVerified email at cherre.com
Zahra AshktorabIBM ResearchVerified email at ibm.com
Christopher BrownGoogleVerified email at utexas.edu
Reid PriedhorskyLos Alamos National LaboratoryVerified email at umn.edu
Sara Del ValleLos Alamos National LaboratoryVerified email at lanl.gov
Pallika KananiOracle LabsVerified email at oracle.com
Josh GubermanPhD Student, University of Michigan School of InformationVerified email at umich.edu
Kedar BellareAirbnbVerified email at cs.umass.edu
David KulpHarvard Medical SchoolVerified email at hms.harvard.edu
Francisco IacobelliLoyola University ChicagoVerified email at luc.edu
Ashish SabharwalAllen Institute for AI (AI2)Verified email at allenai.org
Bart SelmanProfessor of Computer Science, Cornell UniversityVerified email at cs.cornell.edu

Aron Culotta

Associate Professor of Computer Science, Tulane University

Verified email at tulane.edu - Homepage

machine learning natural language processing data mining social media analysis


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Dependency tree kernels for relation extraction A Culotta, J Sorensen Proceedings of the 42nd annual meeting of the association for computational …, 2004	1176	2004
Towards detecting influenza epidemics by analyzing Twitter messages A Culotta Proceedings of the first workshop on social media analytics, 115-122, 2010	902	2010
Reducing labeling effort for structured prediction tasks A Culotta, A McCallum AAAI 5, 746-751, 2005	563	2005
Extracting social networks and contact information from email and the web A Culotta, R Bekkerman, A McCallum Computer Science Department Faculty Publication Series, 33, 2004	396	2004
Mining brand perceptions from twitter social networks A Culotta, J Cutler Marketing science 35 (3), 343-362, 2016	371	2016
Tweedr: Mining twitter to inform disaster response. Z Ashktorab, C Brown, M Nandi, A Culotta ISCRAM, 269-272, 2014	364	2014
Integrating probabilistic extraction models and data mining to discover relations and patterns in text A Culotta, A McCallum, J Betz Proceedings of the Human Language Technology Conference of the NAACL, Main …, 2006	297	2006
First-order probabilistic models for coreference resolution A Culotta, M Wick, A McCallum Human Language Technologies 2007: The Conference of the North American …, 2007	241	2007
A demographic analysis of online sentiment during hurricane irene B Mandel, A Culotta, J Boulahanis, D Stark, B Lewis, J Rodrigue Proceedings of the second workshop on language in social media, 27-36, 2012	236	2012
Predicting the demographics of twitter users from website traffic data A Culotta, N Kumar, J Cutler Proceedings of the AAAI conference on artificial intelligence 29 (1), 2015	220	2015
Interactive information extraction with constrained conditional random fields T Kristjansson, A Culotta, P Viola, A McCallum AAAI 4, 412-418, 2004	215	2004
Estimating county health statistics with twitter A Culotta Proceedings of the SIGCHI conference on human factors in computing systems …, 2014	201	2014
Confidence estimation for information extraction A Culotta, A McCallum Proceedings of HLT-NAACL 2004: Short Papers, 109-112, 2004	167	2004
Detecting influenza outbreaks by analyzing Twitter messages A Culotta arXiv preprint arXiv:1007.4748, 2010	147	2010
Inferring the origin locations of tweets with quantitative confidence R Priedhorsky, A Culotta, SY Del Valle Proceedings of the 17th ACM conference on Computer supported cooperative …, 2014	144	2014
Author disambiguation using error-driven machine learning with a ranking loss function A Culotta, P Kanani, R Hall, M Wick, A McCallum Sixth International Workshop on Information Integration on the Web (IIWeb-07 …, 2007	127	2007
Lightweight methods to estimate influenza rates and alcohol sales volume from Twitter messages A Culotta Language resources and evaluation 47, 217-238, 2013	120	2013
Joint deduplication of multiple record types in relational data A Culotta, A McCallum Proceedings of the 14th ACM international conference on Information and …, 2005	113	2005
Graphical User Interfaces Supporting Method And System For Electronic Discovery Using Social Network Analysis MA Cordover, A Liu, S Green, J Bodner, SS Chintaluri, A Culotta US Patent App. 13/010,304, 2011	107	2011
Robustness to spurious correlations in text classification via automatically generated counterfactuals Z Wang, A Culotta Proceedings of the AAAI Conference on Artificial Intelligence 35 (16), 14024 …, 2021	105	2021

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