Jesse Dodge

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Citations	5046	4201
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i10-index	20	18

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Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Margaret MitchellResearch Scientist, Hugging FaceVerified email at huggingface.co
Hal Daumé IIIAssociate Professor of Computer Science, University of MarylandVerified email at umiacs.umd.edu
Amit GoyalAmazon MusicVerified email at amazon.com
Kota YamaguchiCyberAgentVerified email at cyberagent.co.jp
Karl StratosRutgers UniversityVerified email at karlstratos.com
Xufeng HanUniversity of North Carolina - Chapel HillVerified email at cs.unc.edu
Jason WestonFacebookVerified email at fb.com
Antoine BordesHelsingVerified email at helsing.ai
Alexander Holden MillerResearch Engineer, FacebookVerified email at fb.com
Tamara L BergAssociate Professor, Computer Science, UNC Chapel HillVerified email at cs.unc.edu
Alexander C BergProfessor of Computer Science, University of California IrvineVerified email at uci.edu
Chris DyerDeepMind, Carnegie MellonVerified email at google.com
Manaal FaruquiResearch Scientist, GoogleVerified email at google.com
Sujay Kumar JauharSenior Researcher, Microsoft ResearchVerified email at microsoft.com
Yejin ChoiUniversity of Washington / Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Swabha SwayamdiptaUniversity of Southern CaliforniaVerified email at usc.edu
Andreea GaneGoogle ResearchVerified email at google.com
Xiang ZhangResearch Scientist, GoogleVerified email at nyu.edu
Sumit ChopraCourant Institute of Mathematical Sciences, NYUVerified email at cs.nyu.edu

Jesse Dodge

Allen Institute for AI

Verified email at allenai.org - Homepage

NLP Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Retrofitting word vectors to semantic lexicons M Faruqui, J Dodge, SK Jauhar, C Dyer, E Hovy, NA Smith NAACL 2015, 2015	1061	2015
Key-value memory networks for directly reading documents A Miller, A Fisch, J Dodge, AH Karimi, A Bordes, J Weston EMNLP 2016, 2016	924	2016
Green ai R Schwartz, J Dodge, NA Smith, O Etzioni Communications of the ACM 63 (12), 54-63, 2020	810	2020
Midge: Generating image descriptions from computer vision detections M Mitchell, J Dodge, A Goyal, K Yamaguchi, K Stratos, X Han, A Mensch, ... Proceedings of the 13th Conference of the European Chapter of the …, 2012	515	2012
Fine-tuning pretrained language models: Weight initializations, data orders, and early stopping J Dodge, G Ilharco, R Schwartz, A Farhadi, H Hajishirzi, N Smith arXiv preprint arXiv:2002.06305, 2020	347	2020
Evaluating prerequisite qualities for learning end-to-end dialog systems J Dodge, A Gane, X Zhang, A Bordes, S Chopra, A Miller, A Szlam, ... ICLR 2016, 2016	208	2016
Bloom: A 176b-parameter open-access multilingual language model TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ... arXiv preprint arXiv:2211.05100, 2022	195	2022
Show your work: Improved reporting of experimental results J Dodge, S Gururangan, D Card, R Schwartz, NA Smith EMNLP 2019, 2019	194	2019
Understanding and predicting importance in images AC Berg, TL Berg, H Daume, J Dodge, A Goyal, X Han, A Mensch, ... 2012 IEEE Conference on Computer Vision and Pattern Recognition, 3562-3569, 2012	158	2012
Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus J Dodge, M Sap, A Marasovic, W Agnew, G Ilharco, D Groeneveld, ... EMNLP 2021, 2021	120*	2021
Context-dependent Semantic Parsing for Time Expressions K Lee, Y Artzi, J Dodge, L Zettlemoyer Association for Computational Linguistics, 2014	102	2014
The Right Tool for the Job: Matching Model and Instance Complexities R Schwartz, G Stanovsky, S Swayamdipta, J Dodge, NA Smith ACL 2020, 2020	88	2020
Large scale retrieval and generation of image descriptions V Ordonez, X Han, P Kuznetsova, G Kulkarni, M Mitchell, K Yamaguchi, ... International Journal of Computer Vision 119, 46-59, 2016	72	2016
Competency Problems: On Finding and Removing Artifacts in Language Data M Gardner, W Merrill, J Dodge, ME Peters, A Ross, S Singh, N Smith EMNLP 2021, 2021	56	2021
Detecting visual text J Dodge, A Goyal, X Han, A Mensch, M Mitchell, K Stratos, K Yamaguchi, ... Proceedings of the 2012 Conference of the North American Chapter of the …, 2012	48	2012
Measuring the carbon intensity of ai in cloud instances J Dodge, T Prewitt, R Tachet des Combes, E Odmark, R Schwartz, ... FAccT 2022, 2022	32	2022
Data governance in the age of large-scale data-driven language technology Y Jernite, H Nguyen, S Biderman, A Rogers, M Masoud, V Danchev, ... FAccT 2022, 2022	17	2022
Efficient Hierarchical Domain Adaptation for Pretrained Language Models A Chronopoulou, ME Peters, J Dodge NAACL 2022, 2022	16	2022
Open loop hyperparameter optimization and determinantal point processes J Dodge, K Jamieson, NA Smith AutoML Workshop at ICML 2017, 2017	15	2017
CMU: Arc-factored, discriminative semantic dependency parsing S Thomson, B O’Connor, J Flanigan, D Bamman, J Dodge, ... Proceedings of the 8th International Workshop on Semantic Evaluation …, 2014	13	2014

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