Doug Downey

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Daniel WeldAllen Institute for AI & University of WashingtonVerified email at cs.washington.edu
Oren EtzioniProfessor, University of WashingtonVerified email at cs.uw.edu
Kyle LoAllen Institute for Artificial IntelligenceVerified email at allenai.org
Chandra BhagavatulaAllen Institute for Artificial IntelligenceVerified email at allenai.org
Iz BeltagyAllen Institute for Artificial IntelligenceVerified email at beltagy.net
Michael CafarellaPrincipal Research Scientist, MIT CSAILVerified email at umich.edu
Sergey FeldmanAllen Institute of Artificial Intelligence, Alongside CareVerified email at data-cowboys.com
Thanapon NorasetMahidol UniversityVerified email at mahidol.edu
Ana-Maria PopescuCurrent: Tech & Business lawVerified email at cs.washington.edu
Swabha SwayamdiptaUniversity of Southern CaliforniaVerified email at usc.edu
Arman CohanYale University; Allen Institute for AIVerified email at allenai.org
Tom Hope | תום הופThe Hebrew University of Jerusalem and The Allen Institute for Artificial Intelligence (AI2)Verified email at allenai.org
Ana MarasovićUniversity of UtahVerified email at utah.edu
Yejin ChoiUniversity of Washington / Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Eric HorvitzMicrosoftVerified email at microsoft.com
Mike AndersonComputer Science, University of MichiganVerified email at umich.edu
Lucy Lu WangUniversity of Washington; Allen Institute for AI (Ai2)Verified email at uw.edu
Shannon Zejiang ShenMassachusetts Institute of TechnologyVerified email at mit.edu
Ronan Le BrasAllen Institute for Artificial IntelligenceVerified email at allenai.org
Mike D'ArcyNorthwestern UniversityVerified email at u.northwestern.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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Don't stop pretraining: Adapt language models to domains and tasks S Gururangan, A Marasović, S Swayamdipta, K Lo, I Beltagy, D Downey, ... ACL 2020, 2020	2279	2020
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	1669	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	1197	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	923	2011
Specter: Document-level representation learning using citation-informed transformers A Cohan, S Feldman, I Beltagy, D Downey, DS Weld ACL 2020, 2020	507	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	490	2018
Abductive commonsense reasoning C Bhagavatula, RL Bras, C Malaviya, K Sakaguchi, A Holtzman, ... ICLR, 2020	412	2020
A Probabilistic Model of Redundancy in Information Extraction D Downey, O Etzioni, S Soderland WASHINGTON UNIV SEATTLE DEPT OF COMPUTER SCIENCE, 2005	252	2005
Tabel: Entity linking in web tables CS Bhagavatula, T Noraset, D Downey International Semantic Web Conference, 425-441, 2015	239	2015
Locating complex named entities in web text. D Downey, M Broadhead, O Etzioni IJCAI 7, 2733-2739, 2007	224	2007
Generative Data Augmentation for Commonsense Reasoning Y Yang, C Malaviya, J Fernandez, S Swayamdipta, RL Bras, JP Wang, ... Findings of EMNLP, 2020	204	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	199	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	193	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	184	2005
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	173	2013
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	168	2000
Definition Modeling: Learning to define word embeddings in natural language T Noraset, C Liang, L Birnbaum, D Downey AAAI, 2017	139	2017
Models of Searching and Browsing: Languages, Studies, and Application. D Downey, ST Dumais, E Horvitz IJCAI 7, 2740-2747, 2007	138	2007
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	133	2013
It’s a 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	111	2008

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