Vitor R. Carvalho

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William W. CohenGoogle AIVerified email at google.com
Leonardo NevesPrincipal Research Engineer @ Snap Research and Teaching Fellow @ Harvard UniversityVerified email at poli.ufrj.br
Seungwhan MoonFacebook, Carnegie Mellon UniversityVerified email at fb.com
Tom MitchellFounders University Professor of Machine Learning, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Giridhar KumaranIndeed.comVerified email at indeed.com
Ning ZhangResearch Scientist, Facebook Inc.Verified email at fb.com
Di LuResearch Scientist, DataminrVerified email at rpi.edu
Sparsh GuptaIntuit AIVerified email at intuit.com
Scott Wen-tau YihFAIR at MetaVerified email at meta.com
Ramnath BalasubramanyanGraduate student, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Jonathan ElsasComputer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Matt LeaseProfessor, School of Information, University of Texas at Austin, and Amazon ScholarVerified email at utexas.edu
Emine YilmazUniversity College LondonVerified email at ucl.ac.uk
Niranjan BalasubramanianAssistant Professor, Computer Science, Stony Brook UniversityVerified email at cs.stonybrook.edu
Xiaoyu Wang, Fellow of IEEESnapchat Research - NEC Laboratories AmericaVerified email at nec-labs.com
Heng JiProfessor of CS UIUC, Amazon Scholar, Founding Director of Amazon-Illinois AICE CenterVerified email at illinois.edu
Paul N. BennettDirector of Research, Large Language Models, SpotifyVerified email at spotify.com
Ning XuPrincipal Research Scientist at Snap ResearchVerified email at snap.com
Andrew BorthwickPrincipal Scientist, AmazonVerified email at amazon.com
Satwik KotturResearch Scientist, Facebook AIVerified email at fb.com

Vitor R. Carvalho

Microsoft

Verified email at cs.cmu.edu - Homepage

NLP AI Machine Learning Information Retrieval Data Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Finding advertising keywords on web pages W Yih, J Goodman, VR Carvalho Proceedings of the 15th international conference on World Wide Web, 213-222, 2006	415	2006
Learning to classify email into “speech acts” W Cohen, V Carvalho, T Mitchell Proceedings of the 2004 Conference on Empirical Methods in Natural Language …, 2004	322	2004
On the collective classification of email" speech acts" VR Carvalho, WW Cohen Proceedings of the 28th annual international ACM SIGIR conference on …, 2005	232	2005
Reducing long queries using query quality predictors G Kumaran, VR Carvalho Proceedings of the 32nd international ACM SIGIR conference on Research and …, 2009	224	2009
Visual attention model for name tagging in multimodal social media D Lu, L Neves, V Carvalho, N Zhang, H Ji Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018	165	2018
Learning to extract signature and reply lines from email VR Carvalho, WW Cohen Proceedings of the Conference on Email and Anti-Spam 2004, 2004	146	2004
Multimodal named entity recognition for short social media posts S Moon, L Neves, V Carvalho arXiv preprint arXiv:1802.07862, 2018	143	2018
Stacked Sequential Learning. WW Cohen, VR de Carvalho IJCAI 5, 671-676, 2005	142	2005
Ranking users for intelligent message addressing VR Carvalho, WW Cohen European Conference on Information Retrieval, 321-333, 2008	115	2008
Exploring reductions for long web queries N Balasubramanian, G Kumaran, VR Carvalho Proceedings of the 33rd international ACM SIGIR conference on Research and …, 2010	100	2010
Single-pass online learning: Performance, voting schemes and online feature selection VR Carvalho, WW Cohen Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006	96	2006
Multimodal named entity disambiguation for noisy social media posts S Moon, L Neves, V Carvalho Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018	92	2018
Improving “email speech acts” analysis via n-gram selection V Carvalho, W Cohen Proceedings of the Analyzing Conversations in Text and Speech, 35-41, 2006	84	2006
Preventing information leaks in email VR Carvalho, WW Cohen Proceedings of the 2007 SIAM International Conference on Data Mining, 68-77, 2007	61	2007
Crowdsourcing for search evaluation VR Carvalho, M Lease, E Yilmaz ACM Sigir forum 44 (2), 17-22, 2011	60	2011
Exploring Personalized Neural Conversational Models. S Kottur, X Wang, V Carvalho IJCAI, 3728-3734, 2017	50	2017
Fast learning of document ranking functions with the committee perceptron JL Elsas, VR Carvalho, JG Carbonell Proceedings of the 2008 International Conference on Web Search and Data …, 2008	50	2008
Online stratified sampling: evaluating classifiers at web-scale PN Bennett, VR Carvalho Proceedings of the 19th ACM international conference on Information and …, 2010	37	2010
A meta-learning approach for robust rank learning VR Carvalho, JL Elsas, WW Cohen, JG Carbonell SIGIR 2008 workshop on learning to rank for information retrieval 1, 2008	37	2008
Information leaks and suggestions: A case study using mozilla thunderbird VR Carvalho, R Balasubramanyan, WW Cohen CEAS 2009-Sixth Conference on Email and Anti-Spam, 46-53, 2009	34	2009

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