Alexander M. Rush

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Yoon KimMITVerified email at mit.edu
Sumit ChopraCourant Institute of Mathematical Sciences, NYUVerified email at cs.nyu.edu
Jason WestonFacebookVerified email at fb.com
Stuart ShieberHarvard UniversityVerified email at seas.harvard.edu
Sebastian GehrmannResearch Scientist, GoogleVerified email at google.com
David SontagAssociate Professor, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Michael CollinsProfessor of Computer Science, Columbia University; Google NYCVerified email at cs.columbia.edu
Yacine JerniteResearch Scientist, HuggingFaceVerified email at cs.nyu.edu
Hendrik StrobeltIBM Research / MIT-IBM Watson AI LabVerified email at strobelt.com
Jean SenellartChief Scientist, SYSTRANVerified email at systran.fr
Guillaume KleinResearch engineer at SYSTRANVerified email at systrangroup.com
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
Antoine BordesFacebook AI ResearchVerified email at fb.com
Armand JoulinResearch Scientist, Facebook AI ResearchVerified email at fb.com
Louie HoangHarvard UniversityVerified email at g.harvard.edu
Slav PetrovDistinguished Scientist / Senior Research Director at GoogleVerified email at petrovi.de
Anssi KanervistoPhD student, University of Eastern FinlandVerified email at cs.uef.fi
Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Lingpeng KongGoogle DeepMind, The University of Hong KongVerified email at cs.hku.hk
Karl StratosRutgers UniversityVerified email at karlstratos.com

Alexander M. Rush

Associate Professor, Cornell University

Verified email at seas.harvard.edu - Homepage

Natural Language Processing Machine Learning


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A neural attention model for abstractive sentence summarization AM Rush, S Chopra, J Weston arXiv preprint arXiv:1509.00685, 2015	2179	2015
Character-aware neural language models Y Kim, Y Jernite, D Sontag, AM Rush Thirtieth AAAI conference on artificial intelligence, 2016	1610	2016
Opennmt: Open-source toolkit for neural machine translation G Klein, Y Kim, Y Deng, J Senellart, AM Rush arXiv preprint arXiv:1701.02810, 2017	1371	2017
Towards ai-complete question answering: A set of prerequisite toy tasks J Weston, A Bordes, S Chopra, AM Rush, B van Merriënboer, A Joulin, ... arXiv preprint arXiv:1502.05698, 2015	901	2015
Transformers: State-of-the-art natural language processing T Wolf, J Chaumond, L Debut, V Sanh, C Delangue, A Moi, P Cistac, ... Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020	874*	2020
Abstractive sentence summarization with attentive recurrent neural networks S Chopra, M Auli, AM Rush Proceedings of the 2016 Conference of the North American Chapter of the …, 2016	708	2016
Sequence-level knowledge distillation Y Kim, AM Rush arXiv preprint arXiv:1606.07947, 2016	465	2016
Sequence-to-sequence learning as beam-search optimization S Wiseman, AM Rush arXiv preprint arXiv:1606.02960, 2016	395	2016
Bottom-up abstractive summarization S Gehrmann, Y Deng, AM Rush arXiv preprint arXiv:1808.10792, 2018	367	2018
Structured attention networks Y Kim, C Denton, L Hoang, AM Rush arXiv preprint arXiv:1702.00887, 2017	296	2017
Lstmvis: A tool for visual analysis of hidden state dynamics in recurrent neural networks H Strobelt, S Gehrmann, H Pfister, AM Rush IEEE transactions on visualization and computer graphics 24 (1), 667-676, 2017	291	2017
Challenges in data-to-document generation S Wiseman, SM Shieber, AM Rush arXiv preprint arXiv:1707.08052, 2017	275	2017
Dual decomposition for parsing with non-projective head automata T Koo, AM Rush, M Collins, T Jaakkola, D Sontag Association for Computational Linguistics, 2010	222	2010
On dual decomposition and linear programming relaxations for natural language processing AM Rush, D Sontag, M Collins, T Jaakkola Association for Computational Linguistics, 2010	206	2010
Resource management of social network applications TS Whitnah, AM Rush, D Zhou, R Sanghvi US Patent 8,307,086, 2012	203	2012
Learning global features for coreference resolution S Wiseman, AM Rush, SM Shieber arXiv preprint arXiv:1604.03035, 2016	176	2016
Determining User Affinity Towards Applications on a Social Networking Website TS Whitnah, AM Rush, D Zhou, R Sanghvi US Patent App. 12/194,511, 2010	162	2010
Semi-amortized variational autoencoders Y Kim, S Wiseman, A Miller, D Sontag, A Rush International Conference on Machine Learning, 2678-2687, 2018	159	2018
Adversarially regularized autoencoders J Zhao, Y Kim, K Zhang, A Rush, Y LeCun International conference on machine learning, 5902-5911, 2018	153	2018
Learning anaphoricity and antecedent ranking features for coreference resolution SJ Wiseman, AM Rush, SM Shieber, J Weston Proceedings of the 53rd Annual Meeting of the Association for Computational …, 2015	148	2015

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