Doug Downey

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Daniel WeldAllen Institute for AI & University 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
Kyle LoAllen 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
Thanapon NorasetMahidol UniversityVerified email at mahidol.edu
Sergey FeldmanAllen Institute of Artificial Intelligence, Data CowboysVerified email at data-cowboys.com
Ana-Maria Popescu GordonSLW (Associate). Previous: Data science, NLP ( example papers below)Verified email at ucdavis.edu
Swabha SwayamdiptaUniversity of Southern CaliforniaVerified email at usc.edu
Mike AndersonComputer Science, University of MichiganVerified email at umich.edu
Arman CohanAllen Institute for AIVerified email at allenai.org
Ana MarasovićUniversity of UtahVerified email at utah.edu
Eric HorvitzMicrosoft ResearchVerified email at microsoft.com
Yejin ChoiUniversity of Washington / Allen Institute for Artificial IntelligenceVerified 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
Lucy Lu WangUniversity of Washington Information SchoolVerified email at uw.edu
Ronan Le BrasAllen Institute for Artificial IntelligenceVerified email at allenai.org
Stanley KokNational University of SingaporeVerified email at nus.edu.sg

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	1539	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	1152	2004
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	1094	2020
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	860	2011
Construction of the literature graph in semantic scholar W Ammar, D Groeneveld, C Bhagavatula, I Beltagy, M Crawford, ... arXiv preprint arXiv:1805.02262, 2018	319	2018
A Probabilistic Model of Redundancy in Information Extraction D Downey, O Etzioni, S Soderland WASHINGTON UNIV SEATTLE DEPT OF COMPUTER SCIENCE, 2005	247	2005
Abductive commonsense reasoning C Bhagavatula, RL Bras, C Malaviya, K Sakaguchi, A Holtzman, ... ICLR, 2020	229	2020
Locating Complex Named Entities in Web Text. D Downey, M Broadhead, O Etzioni IJCAI 7, 2733-2739, 2007	212	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	192	2020
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	192	2008
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	189	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	180	2005
Tabel: Entity linking in web tables CS Bhagavatula, T Noraset, D Downey The Semantic Web-ISWC 2015: 14th International Semantic Web Conference …, 2015	168	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	155	2000
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	136	2013
Models of Searching and Browsing: Languages, Studies, and Application. D Downey, ST Dumais, E Horvitz IJCAI 7, 2740-2747, 2007	132	2007
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	108	2008
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	100	2013
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	94	2004
Definition Modeling: Learning to define word embeddings in natural language T Noraset, C Liang, L Birnbaum, D Downey AAAI, 2017	90	2017

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