Jesse Dodge

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Citations	6531	5684
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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
Jason WestonFacebookVerified email at fb.com
Antoine BordesHelsingVerified email at helsing.ai
Alexander Holden MillerMeta Fundamental AI Research (FAIR)Verified email at meta.com
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
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
Yejin ChoiUniversity of Washington / Allen Institute for Artificial IntelligenceVerified email at cs.washington.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
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	1107	2015
Green ai R Schwartz, J Dodge, NA Smith, O Etzioni Communications of the ACM 63 (12), 54-63, 2020	1059	2020
Key-value memory networks for directly reading documents A Miller, A Fisch, J Dodge, AH Karimi, A Bordes, J Weston EMNLP 2016, 2016	1014	2016
Bloom: A 176b-parameter open-access multilingual language model BS Workshop, TL Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, ... arXiv preprint arXiv:2211.05100, 2022	700	2022
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	542	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	445	2020
Show your work: Improved reporting of experimental results J Dodge, S Gururangan, D Card, R Schwartz, NA Smith EMNLP 2019, 2019	221	2019
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	217	2016
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	200	2021
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	162	2012
Can machines learn morality? the delphi experiment L Jiang, JD Hwang, C Bhagavatula, RL Bras, J Liang, J Dodge, ... arXiv preprint arXiv:2110.07574, 2021	124*	2021
The Right Tool for the Job: Matching Model and Instance Complexities R Schwartz, G Stanovsky, S Swayamdipta, J Dodge, NA Smith ACL 2020, 2020	122	2020
Context-dependent Semantic Parsing for Time Expressions K Lee, Y Artzi, J Dodge, L Zettlemoyer Association for Computational Linguistics, 2014	106	2014
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	76	2016
Measuring the carbon intensity of ai in cloud instances J Dodge, T Prewitt, R Tachet des Combes, E Odmark, R Schwartz, ... FAccT 2022, 2022	70	2022
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	70	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	47	2012
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	35	2022
Efficient Methods for Natural Language Processing: A Survey M Treviso, T Ji, JU Lee, B van Aken, Q Cao, MR Ciosici, M Hassid, ... TACL 2023, 2023	31	2023
Multimodal c4: An open, billion-scale corpus of images interleaved with text W Zhu, J Hessel, A Awadalla, SY Gadre, J Dodge, A Fang, Y Yu, ... arXiv preprint arXiv:2304.06939, 2023	30	2023

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