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
Kyle LoAllen Institute for Artificial IntelligenceVerified 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
Sergey FeldmanAllen Institute of Artificial Intelligence, Alongside CareVerified email at data-cowboys.com
Thanapon NorasetMahidol UniversityVerified email at mahidol.edu
Swabha SwayamdiptaUniversity of Southern CaliforniaVerified email at usc.edu
Arman CohanYale University; Allen Institute for AIVerified email at allenai.org
Mike AndersonComputer Science, University of MichiganVerified email at umich.edu
Ana MarasovićUniversity of UtahVerified email at utah.edu
Yejin ChoiUniversity of Washington / Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Eric HorvitzMicrosoft ResearchVerified email at microsoft.com
Yi YangAssistant Professor, HKUST Business School, Hong Kong University of Science and TechnologyVerified email at ust.hk
Ronan Le BrasAllen Institute for Artificial IntelligenceVerified email at allenai.org
Susan DumaisTechnical Fellow, Microsoft ResearchVerified email at microsoft.com
Lucy Lu WangUniversity of Washington & Allen Institute for AIVerified email at uw.edu
Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Suchin GururanganUniversity of WashingtonVerified email at cs.washington.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	1569	2005
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	1342	2020
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	1163	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	877	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	359	2018
Abductive commonsense reasoning C Bhagavatula, RL Bras, C Malaviya, K Sakaguchi, A Holtzman, ... ICLR, 2020	274	2020
A Probabilistic Model of Redundancy in Information Extraction D Downey, O Etzioni, S Soderland WASHINGTON UNIV SEATTLE DEPT OF COMPUTER SCIENCE, 2005	250	2005
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	246	2020
Locating Complex Named Entities in Web Text. D Downey, M Broadhead, O Etzioni IJCAI 7, 2733-2739, 2007	217	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	194	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	181	2005
Tabel: Entity linking in web tables CS Bhagavatula, T Noraset, D Downey The Semantic Web-ISWC 2015: 14th International Semantic Web Conference …, 2015	179	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	156	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	142	2013
Models of Searching and Browsing: Languages, Studies, and Application. D Downey, ST Dumais, E Horvitz IJCAI 7, 2740-2747, 2007	133	2007
Generative Data Augmentation for Commonsense Reasoning Y Yang, C Malaviya, J Fernandez, S Swayamdipta, RL Bras, JP Wang, ... Findings of EMNLP, 2020	111	2020
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	106	2013
Definition Modeling: Learning to define word embeddings in natural language T Noraset, C Liang, L Birnbaum, D Downey AAAI, 2017	99	2017

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