Alexander M. Rush

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Yoon KimAssistant Professor, MITVerified email at mit.edu
Stuart ShieberHarvard UniversityVerified email at seas.harvard.edu
Hendrik StrobeltSenior Research Scientist IBM Research / MIT-IBM Watson AI LabVerified email at strobelt.com
David SontagProfessor, Massachusetts Institute of TechnologyVerified email at csail.mit.edu
Michael CollinsGoogle NYCVerified email at cs.columbia.edu
Sumit ChopraCourant Institute of Mathematical Sciences, NYUVerified email at cs.nyu.edu
Yacine JerniteResearch Scientist, HuggingFaceVerified email at cs.nyu.edu
Jason WestonMetaVerified email at fb.com
Anssi KanervistoResearcher, Meta FAIRVerified email at meta.com
Louie HoangHarvard UniversityVerified email at g.harvard.edu
Antoine BordesHelsingVerified email at helsing.ai
Armand JoulinGoogle DeepMindVerified email at google.com
Yann LeCunChief AI Scientist at Facebook & Silver Professor at the Courant Institute, New York UniversityVerified email at cs.nyu.edu
Slav PetrovVice President, Research at Google DeepMindVerified email at petrovi.de
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 StratosEssential AIVerified email at karlstratos.com
Guillaume KleinMachine Learning Engineer at Apple

Alexander M. Rush

Associate Professor, Cornell University

Verified email at cornell.edu - Homepage

Natural Language Processing Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Transformers: State-of-the-Art Natural Language Processing T Wolf arXiv preprint arXiv:1910.03771, 2020	9358	2020
A neural attention model for abstractive sentence summarization AM Rush arXiv preprint arXiv:1509.00685, 2015	3617	2015
Opennmt: Open-source toolkit for neural machine translation G Klein, Y Kim, Y Deng, J Senellart, AM Rush arXiv preprint arXiv:1701.02810, 2017	2356	2017
Character-aware neural language models Y Kim, Y Jernite, D Sontag, A Rush Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016	2239	2016
Multitask prompted training enables zero-shot task generalization V Sanh, A Webson, C Raffel, SH Bach, L Sutawika, Z Alyafeai, A Chaffin, ... arXiv preprint arXiv:2110.08207, 2021	1754	2021
Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...	1745	2023
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	1327	2015
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	1219	2016
Sequence-level knowledge distillation Y Kim, AM Rush arXiv preprint arXiv:1606.07947, 2016	1179	2016
Bottom-up abstractive summarization S Gehrmann, Y Deng, AM Rush arXiv preprint arXiv:1808.10792, 2018	864	2018
Challenges in data-to-document generation S Wiseman, SM Shieber, AM Rush arXiv preprint arXiv:1707.08052, 2017	681	2017
Sequence-to-sequence learning as beam-search optimization S Wiseman, AM Rush arXiv preprint arXiv:1606.02960, 2016	680	2016
Structured attention networks Y Kim, C Denton, L Hoang, AM Rush arXiv preprint arXiv:1702.00887, 2017	650	2017
Gltr: Statistical detection and visualization of generated text S Gehrmann, H Strobelt, AM Rush arXiv preprint arXiv:1906.04043, 2019	573	2019
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	565	2017
Movement pruning: Adaptive sparsity by fine-tuning V Sanh, T Wolf, A Rush Advances in neural information processing systems 33, 20378-20389, 2020	488	2020
Zephyr: Direct distillation of lm alignment L Tunstall, E Beeching, N Lambert, N Rajani, K Rasul, Y Belkada, ... arXiv preprint arXiv:2310.16944, 2023	468	2023
Parameter-efficient transfer learning with diff pruning D Guo, AM Rush, Y Kim arXiv preprint arXiv:2012.07463, 2020	411	2020
Adversarially regularized autoencoders J Zhao, Y Kim, K Zhang, A Rush, Y LeCun International conference on machine learning, 5902-5911, 2018	372	2018
Image-to-markup generation with coarse-to-fine attention Y Deng, A Kanervisto, J Ling, AM Rush International Conference on Machine Learning, 980-989, 2017	360*	2017

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