Doug Downey

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Daniel WeldUniversity of WashingtonVerified email at cs.washington.edu
Oren EtzioniCEO, Allen Institute for AI (AI2)Verified email at allenai.org
Chandra BhagavatulaAllen Institute for Artificial IntelligenceVerified email at allenai.org
Michael CafarellaAssociate Professor of Computer Science, University of MichiganVerified email at umich.edu
Iz BeltagyAllen Institute for Artificial IntelligenceVerified email at beltagy.net
Kyle LoAllen Institute for Artificial IntelligenceVerified email at allenai.org
Thanapon NorasetMahidol UniversityVerified email at mahidol.edu
Sergey FeldmanAllen Institute of Artificial Intelligence, Data CowboysVerified email at data-cowboys.com
Swabha SwayamdiptaAllen Institute of Artificial IntelligenceVerified email at allenai.org
Mike AndersonComputer Science, University of MichiganVerified email at umich.edu
Ana MarasovićUniversity of UtahVerified email at utah.edu
Eric HorvitzMicrosoft ResearchVerified email at microsoft.com
Arman CohanAllen Institute for AIVerified email at allenai.org
Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Suchin GururanganUniversity of Washington, Meta AIVerified email at cs.washington.edu
Yi YangAssistant Professor, HKUST Business School, Hong Kong University of Science and TechnologyVerified email at ust.hk
Susan DumaisTechnical Fellow, Microsoft ResearchVerified email at microsoft.com
Stanley KokNational University of SingaporeVerified email at nus.edu.sg
Jared FernandezCarnegie Mellon UniversityVerified email at cmu.edu
Lucy Lu WangAllen Institute for AI (AI2)Verified email at uw.edu

Doug Downey

Allen Institute for AI and Northwestern University

Verified email at eecs.northwestern.edu - Homepage

Natural Language Processing Machine Learning Artificial Intelligence


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Unsupervised named-entity extraction from the web: An experimental study O Etzioni, M Cafarella, D Downey, AM Popescu, T Shaked, S Soderland, ... Artificial intelligence 165 (1), 91-134, 2005	1509	2005
Web-scale information extraction in knowitall: (preliminary results) O Etzioni, M Cafarella, D Downey, S Kok, AM Popescu, T Shaked, ... Proceedings of the 13th international conference on World Wide Web, 100-110, 2004	1132	2004
Local and global algorithms for disambiguation to wikipedia L Ratinov, D Roth, D Downey, M Anderson Proceedings of the 49th annual meeting of the association for computational …, 2011	844	2011
Don't stop pretraining: adapt language models to domains and tasks S Gururangan, A Marasović, S Swayamdipta, K Lo, I Beltagy, D Downey, ... arXiv preprint arXiv:2004.10964, 2020	814	2020
Construction of the literature graph in semantic scholar W Ammar, D Groeneveld, C Bhagavatula, I Beltagy, M Crawford, ... arXiv preprint arXiv:1805.02262, 2018	267	2018
A Probabilistic Model of Redundancy in Information Extraction D Downey, O Etzioni, S Soderland WASHINGTON UNIV SEATTLE DEPT OF COMPUTER SCIENCE, 2005	246	2005
Locating Complex Named Entities in Web Text. D Downey, M Broadhead, O Etzioni IJCAI 7, 2733-2739, 2007	213	2007
Understanding the relationship between searchers' queries and information goals D Downey, S Dumais, D Liebling, E Horvitz Proceeding of the 17th ACM Conference on information and Knowledge …, 2008	189	2008
Abductive commonsense reasoning C Bhagavatula, RL Bras, C Malaviya, K Sakaguchi, A Holtzman, ... ICLR, 2020	188	2020
Methods for domain-independent information extraction from the web: An experimental comparison O Etzioni, M Cafarella, D Downey, AM Popescu, T Shaked, S Soderland, ... AAAI, 391-398, 2004	187	2004
Knowitnow: Fast, scalable information extraction from the web MJ Cafarella, D Downey, S Soderland, O Etzioni Proceedings of Human Language Technology Conference and Conference on …, 2005	181	2005
Tabel: Entity linking in web tables CS Bhagavatula, T Noraset, D Downey International Semantic Web Conference, 425-441, 2015	149	2015
Further experiments in the evolution of minimally cognitive behavior: From perceiving affordances to selective attention AC Slocum, DC Downey, RD Beer From animals to animats 6, 430-439, 2000	149	2000
Models of Searching and Browsing: Languages, Studies, and Application. D Downey, ST Dumais, E Horvitz IJCAI 7, 2740-2747, 2007	132	2007
Specter: Document-level representation learning using citation-informed transformers A Cohan, S Feldman, I Beltagy, D Downey, DS Weld arXiv preprint arXiv:2004.07180, 2020	131	2020
Tablet-based video modeling and prompting in the workplace for individuals with autism RV Burke, KD Allen, MR Howard, D Downey, MG Matz, SL Bowen Journal of Vocational Rehabilitation 38 (1), 1-14, 2013	130	2013
It’sa contradiction–no, it’s not: A case study using functional relations A Ritter, S Soderland, D Downey, O Etzioni Proceedings of the 2008 Conference on Empirical Methods in Natural Language …, 2008	103	2008
Learning text patterns for web information extraction and assessment D Downey, O Etzioni, S Soderland, DS Weld AAAI-04 workshop on adaptive text extraction and mining, 50-55, 2004	92	2004
Methods for exploring and mining tables on wikipedia CS Bhagavatula, T Noraset, D Downey Proceedings of the ACM SIGKDD workshop on interactive data exploration and …, 2013	90	2013
Definition Modeling: Learning to define word embeddings in natural language T Noraset, C Liang, L Birnbaum, D Downey AAAI, 2017	77	2017

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