Dan Roth

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Qiang NingJump TradingVerified email at jumptrading.com
Scott Wen-tau YihMeta FAIRVerified email at meta.com
Daniel KhashabiJohns Hopkins UniversityVerified email at jhu.edu
Vivek SrikumarAssociate Professor, School of Computing, University of UtahVerified email at cs.utah.edu
Xin LiAlibaba, UIUC, YahooVerified email at alibaba-inc.com
Ming-Wei ChangGoogle DeepmindVerified email at google.com
Hongming ZhangSenior Researcher, Tencent AI Lab Seattle. && Ph.D., HKUSTVerified email at connect.ust.hk
Stephen MayhewDuolingoVerified email at seas.upenn.edu
Shyam UpadhyayStaff Research Scientist, GoogleVerified email at google.com
Alla RozovskayaAssociate Professor, Queens College, CUNYVerified email at qc.cuny.edu
Yangqiu SongHKUSTVerified email at cse.ust.hk
Kai-Wei ChangAssociate Professor, UCLAVerified email at kwchang.net
Dan GoldwasserPurdue UniversityVerified email at purdue.edu
Kevin SmallPrincipal Applied Scientist, AmazonVerified email at amazon.com
Shivani AgarwalUniversity of PennsylvaniaVerified email at seas.upenn.edu
Ido DaganProfessor, Computer Science Department, Bar-Ilan UniversityVerified email at cs.biu.ac.il
Haoruo PengYoulifyVerified email at illinois.edu
Chen-Tse TsaiResearch Scientist, Bloomberg L.P.Verified email at bloomberg.net
Roni KhardonProfessor of Computer Science, Indiana University, BloomingtonVerified email at iu.edu
Wenpeng YinAssistant Professor at Penn State UniversityVerified email at psu.edu

Dan Roth

Professor of Computer Science, University of Pennsylvania

Verified email at seas.upenn.edu - Homepage

Natural Language Processing Machine Learning Knowledge Representation and Reasoning Artificial Intelligence


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Design challenges and misconceptions in named entity recognition L Ratinov, D Roth Proceedings of the thirteenth conference on computational natural language …, 2009	2049	2009
Learning question classifiers X Li, D Roth COLING 2002: The 19th International Conference on Computational Linguistics, 2002	1943	2002
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022	1293	2022
Learning to detect objects in images via a sparse, part-based representation S Agarwal, A Awan, D Roth IEEE transactions on pattern analysis and machine intelligence 26 (11), 1475 …, 2004	1239	2004
Emotions from text: machine learning for text-based emotion prediction C Alm Proceedings of Joint Conference on HLT/EMNLP, 2005	1226	2005
Recent advances in natural language processing via large pre-trained language models: A survey B Min, H Ross, E Sulem, APB Veyseh, TH Nguyen, O Sainz, E Agirre, ... ACM Computing Surveys 56 (2), 1-40, 2023	1125	2023
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	930	2011
On the hardness of approximate reasoning D Roth Artificial Intelligence 82 (1-2), 273-302, 1996	919	1996
Learning a sparse representation for object detection S Agarwal, D Roth Computer Vision—ECCV 2002: 7th European Conference on Computer Vision …, 2002	812	2002
Benchmarking zero-shot text classification: Datasets, evaluation and entailment approach W Yin, J Hay, D Roth arXiv preprint arXiv:1909.00161, 2019	690	2019
A linear programming formulation for global inference in natural language tasks D Roth, W Yih Proceedings of the eighth conference on computational natural language …, 2004	647	2004
A SNoW-based face detector MH Yang, D Roth, N Ahuja Advances in neural information processing systems 12, 1999	580	1999
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies M Geva, D Khashabi, E Segal, T Khot, D Roth, J Berant Transactions of the Association for Computational Linguistics 9, 346-361, 2021	564	2021
Looking beyond the surface: A challenge set for reading comprehension over multiple sentences D Khashabi, S Chaturvedi, M Roth, S Upadhyay, D Roth Proceedings of the 2018 Conference of the North American Chapter of the …, 2018	560	2018
The importance of syntactic parsing and inference in semantic role labeling V Punyakanok, D Roth, W Yih Computational Linguistics 34 (2), 257-287, 2008	559	2008
Solving general arithmetic word problems S Roy, D Roth arXiv preprint arXiv:1608.01413, 2016	469	2016
A winnow-based approach to context-sensitive spelling correction AR Golding, D Roth Machine learning 34, 107-130, 1999	468	1999
Recognizing textual entailment: Models and applications I Dagan, D Roth, F Zanzotto, M Sammons Springer Nature, 2022	444	2022
Constraint classification for multiclass classification and ranking S Har-Peled, D Roth, D Zimak Advances in neural information processing systems 15, 2002	439*	2002
Learning question classifiers: the role of semantic information X Li, D Roth Natural Language Engineering 12 (3), 229-249, 2006	423	2006

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