Markus Dreyer

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Jason EisnerProfessor of Computer Science, Johns Hopkins UniversityVerified email at cs.jhu.edu
Ariya RastrowAmazon.comVerified email at amazon.com
Ankur GandheScientist, AmazonVerified email at amazon.com
Björn HoffmeisterWaymoVerified email at waymo.com
Anjishnu KumarMachine Learning Scientist, Amazon Artificial General IntelligenceVerified email at amazon.com
Lambert MathiasResearch Scientist, FacebookVerified email at fb.com
Sanjeev KhudanpurThe Johns Hopkins UniversityVerified email at jhu.edu
Mark DredzeJohns Hopkins UniversityVerified email at cs.jhu.edu
Keith HallASAPPVerified email at asapp.com
Stan PeshterlievFacebookVerified email at fb.com
Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
David A. SmithAssociate Professor, College of Computer and Information Science, Northeastern UniversityVerified email at ccs.neu.edu
Damianos KarakosRaytheon BBN TechnologiesVerified email at raytheon.com
Emilio MontiSenior Applied Scientist at Amazon Alexa AIVerified email at amazon.co.uk
xing fanAmazonVerified email at amazon.com
Declan GrovesSenior Applied Scientist, MicrosoftVerified email at microsoft.com
Benjamin WellingtonResearch Analyst, Two Sigma InvestmentsVerified email at cs.nyu.edu
Tim FininUniversity of Maryland, Baltimore CountyVerified email at umbc.edu
Paul McNameeJohns Hopkins UniversityVerified email at jhu.edu
David YarowskyProfessor of Computer Science, Johns Hopkins UniversityVerified email at jhu.edu

Markus Dreyer

Ph.D., Johns Hopkins University

Verified email at cs.jhu.edu

Natural Language Processing Machine Learning Machine Translation Morphology


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Latent-variable modeling of string transductions with finite-state methods M Dreyer, J Smith, J Eisner Proceedings of the 2008 conference on empirical methods in natural language …, 2008	123	2008
Lattice encoding using recurrent neural networks F Ladhak, A Gandhe, M Dreyer, A Rastrow, B Hoffmeister, L Mathias US Patent 10,176,802, 2019	115	2019
HyTER: Meaning-equivalent semantics for translation evaluation M Dreyer, D Marcu Proceedings of the 2012 Conference of the North American Chapter of the …, 2012	104	2012
Discovering morphological paradigms from plain text using a Dirichlet process mixture model M Dreyer, J Eisner Proceedings of the 2011 Conference on Empirical Methods in Natural Language …, 2011	104	2011
Just ASK: building an architecture for extensible self-service spoken language understanding A Kumar, A Gupta, J Chan, S Tucker, B Hoffmeister, M Dreyer, ... arXiv preprint arXiv:1711.00549, 2017	81	2017
LATTICE RNN: Recurrent neural networks over lattices F Ladhak, A Gandhe, M Dreyer, L Mathias, A Rastrow, B Hoffmeister	72	2016
Machine translation system combination using ITG-based alignments D Karakos, J Eisner, S Khudanpur, M Dreyer Proceedings of ACL-08: HLT, Short Papers, 81-84, 2008	71	2008
Efficiently summarizing text and graph encodings of multi-document clusters R Pasunuru, M Liu, M Bansal, S Ravi, M Dreyer Proceedings of the 2021 Conference of the North American Chapter of the …, 2021	64	2021
Transfer learning for neural semantic parsing X Fan, E Monti, L Mathias, M Dreyer arXiv preprint arXiv:1706.04326, 2017	62	2017
Method and system for automatic management of reputation of translators D Marcu, M Dreyer US Patent 10,261,994, 2019	55	2019
FactGraph: Evaluating factuality in summarization with semantic graph representations LFR Ribeiro, M Liu, I Gurevych, M Dreyer, M Bansal arXiv preprint arXiv:2204.06508, 2022	51	2022
HLTCOE approaches to knowledge base population at TAC 2009 P McNamee, M Dredze, A Gerber, N Garera, T Finin, J Mayfield, C Piatko, ... Proceedings of the 2009 Text Analysis Conference, 2009	49	2009
Graphical models over multiple strings M Dreyer, J Eisner Proceedings of the 2009 Conference on Empirical Methods in Natural Language …, 2009	45	2009
Comparing reordering constraints for SMT using efficient BLEU oracle computation M Dreyer, K Hall, S Khudanpur Proceedings of the NAACL-HLT 2007/AMTA Workshop on Syntax and Structure in …, 2007	42	2007
Zero-shot learning across heterogeneous overlapping domains A Kumar, PR Muddireddy, M Dreyer, B Hoffmeister	41	2017
Vine parsing and minimum risk reranking for speed and precision M Dreyer, DA Smith, NA Smith Proceedings of the Tenth Conference on Computational Natural Language …, 2006	35	2006
Speech processing with learned representation of user interaction history A Rastrow, N Ström, S Matsoukas, M Dreyer, A Gandhe, DS Filimonov, ... US Patent 10,032,463, 2018	32	2018
Neural latent variable model for spoken language understanding A Kumar, M Dreyer US Patent 9,911,413, 2018	32	2018
Multi-task networks with universe, group, and task feature learning S Pentyala, M Liu, M Dreyer arXiv preprint arXiv:1907.01791, 2019	31	2019
Better informed training of latent syntactic features M Dreyer, J Eisner Proceedings of the 2006 Conference on Empirical Methods in Natural Language …, 2006	27	2006

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