Scott Wen-tau Yih - Google Scholar

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	All	Since 2015
Citations	12083	8757
h-index	53	39
i10-index	88	78

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Co-authors

Dan RothProfessor of Computer Science, University of PennsylvaniaVerified email at seas.upenn.edu
Christopher MeekPrinciple Researcher, Microsoft ResearchVerified email at microsoft.com
Xiaodong He (何晓冬)AI Lab, JD.COM (京东AI研究院); IEEE/CAAI FellowVerified email at ieee.org
Jianfeng GaoMicrosoft Research, RedmondVerified email at microsoft.com
Ming-Wei ChangGoogle ResearchVerified email at google.com
Kristina ToutanovaGoogle ResearchVerified email at google.com
Li DengChief AI Officer, CitadelVerified email at ieee.org
Tomas MikolovSenior Researcher, CIIRC CTUVerified email at fb.com
John C. PlattGoogleVerified email at google.com
Bishan YangLAER AIVerified email at laer.ai
Hoifung PoonSenior Director, Precision Health NLP, Microsoft ResearchVerified email at microsoft.com
Peter ClarkAllen Institute for Artificial Intelligence (AI2)Verified email at allenai.org
Chris QuirkResearcher, Microsoft ResearchVerified email at microsoft.com
Hao MaResearch Scientist Manager, Facebook AIVerified email at microsoft.com
Huan SunAssistant Professor, Computer Science and Engineering, The Ohio State UniversityVerified email at osu.edu
Niket TandonResearch Scientist, Allen Institute for AIVerified email at mpi-inf.mpg.de
Kai-Wei ChangAssistant Professor, UCLAVerified email at kwchang.net
Mohit IyyerAssistant Professor, University of Massachusetts AmherstVerified email at cs.umass.edu
Bhavana Dalvi MishraSenior Research Scientist, Allen Institute for Artificial IntelligenceVerified email at allenai.org
Luke ZettlemoyerUniversity of Washington; FacebookVerified email at cs.washington.edu

Scott Wen-tau Yih

Facebook AI Research

Verified email at fb.com - Homepage

Natural Language Processing Machine Learning Artificial Intelligence


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Linguistic regularities in continuous space word representations T Mikolov, W Yih, G Zweig Proceedings of the 2013 conference of the north american chapter of the …, 2013	2946	2013
Embedding entities and relations for learning and inference in knowledge bases B Yang, W Yih, X He, J Gao, L Deng arXiv preprint arXiv:1412.6575, 2014	677	2014
The importance of syntactic parsing and inference in semantic role labeling V Punyakanok, D Roth, W Yih Computational Linguistics 34 (2), 257-287, 2008	435	2008
Wikiqa: A challenge dataset for open-domain question answering Y Yang, W Yih, C Meek Proceedings of the 2015 conference on empirical methods in natural language …, 2015	421	2015
A linear programming formulation for global inference in natural language tasks D Roth, W Yih ILLINOIS UNIV AT URBANA-CHAMPAIGN DEPT OF COMPUTER SCIENCE, 2004	386	2004
Semantic parsing via staged query graph generation: Question answering with knowledge base W Yih, MW Chang, X He, J Gao	382	2015
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	375	2006
Semantic parsing for single-relation question answering W Yih, X He, C Meek Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014	325	2014
A knowledge-grounded neural conversation model M Ghazvininejad, C Brockett, MW Chang, B Dolan, J Gao, W Yih, ... Thirty-Second AAAI Conference on Artificial Intelligence, 2018	215	2018
Integer linear programming inference for conditional random fields D Roth, W Yih Proceedings of the 22nd international conference on Machine learning, 736-743, 2005	214	2005
Question answering using enhanced lexical semantic models SW Yih, MW Chang, C Meek, A Pastusiak	213	2013
Learning discriminative projections for text similarity measures W Yih, K Toutanova, JC Platt, C Meek Proceedings of the fifteenth conference on computational natural language …, 2011	205	2011
Semantic role labeling via integer linear programming inference V Punyakanok, D Roth, W Yih, D Zimak Proceedings of the 20th international conference on Computational …, 2004	205	2004
Cross-Sentence N-ary Relation Extraction with Graph LSTMs N Peng, H Poon, C Quirk, K Toutanova, W Yih Transactions of the Association for Computational Linguistics 5, 101-115, 2017	183	2017
Multi-Document Summarization by Maximizing Informative Content-Words. W Yih, J Goodman, L Vanderwende, H Suzuki IJCAI 7, 1776-1782, 2007	181	2007
Global inference for entity and relation identification via a linear programming formulation D Roth, W Yih Introduction to statistical relational learning, 553-580, 2007	164	2007
Quac: Question answering in context E Choi, H He, M Iyyer, M Yatskar, W Yih, Y Choi, P Liang, L Zettlemoyer arXiv preprint arXiv:1808.07036, 2018	161	2018
Typed tensor decomposition of knowledge bases for relation extraction KW Chang, W Yih, B Yang, C Meek	161	2014
Improving similarity measures for short segments of text WT Yih, C Meek AAAI 7 (7), 1489-1494, 2007	158	2007
Probabilistic reasoning for entity & relation recognition D Roth, W Yih COLING 2002: The 19th International Conference on Computational Linguistics, 2002	158	2002

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