Jesse Dodge

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Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceAdresse e-mail validée de cs.washington.edu
Margaret MitchellResearch Scientist, Hugging FaceAdresse e-mail validée de huggingface.co
Jason WestonMetaAdresse e-mail validée de fb.com
Antoine BordesHelsingAdresse e-mail validée de helsing.ai
Alexander Holden MillerMeta Fundamental AI Research (FAIR)Adresse e-mail validée de meta.com
Hal Daumé IIIAssociate Professor of Computer Science, University of MarylandAdresse e-mail validée de umiacs.umd.edu
Amit GoyalAmazon MusicAdresse e-mail validée de amazon.com
Kota YamaguchiCyberAgentAdresse e-mail validée de cyberagent.co.jp
Karl StratosEssential AIAdresse e-mail validée de karlstratos.com
Xufeng HanUniversity of North Carolina - Chapel HillAdresse e-mail validée de cs.unc.edu
Yejin ChoiStanford University / NVIDIAAdresse e-mail validée de stanford.edu
Tamara L BergAssociate Professor, Computer Science, UNC Chapel HillAdresse e-mail validée de cs.unc.edu
Alexander C BergProfessor of Computer Science, University of California IrvineAdresse e-mail validée de uci.edu
Chris DyerDeepMind, Carnegie MellonAdresse e-mail validée de google.com
Manaal FaruquiResearch Scientist, MetaAdresse e-mail validée de meta.com
Sujay Kumar JauharPrincipal Researcher, Microsoft ResearchAdresse e-mail validée de microsoft.com
Swabha SwayamdiptaUniversity of Southern CaliforniaAdresse e-mail validée de usc.edu
Andreea GaneGoogle DeepMindAdresse e-mail validée de google.com
Xiang ZhangResearch Scientist, GoogleAdresse e-mail validée de nyu.edu
Sumit ChopraCourant Institute of Mathematical Sciences, NYUAdresse e-mail validée de cs.nyu.edu

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Jesse Dodge

Allen Institute for AI

Adresse e-mail validée de allenai.org - Page d'accueil

NLP Machine Learning


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...	1747	2023
Green ai R Schwartz, J Dodge, NA Smith, O Etzioni Communications of the ACM 63 (12), 54-63, 2020	1704	2020
Key-value memory networks for directly reading documents A Miller, A Fisch, J Dodge, AH Karimi, A Bordes, J Weston EMNLP 2016, 2016	1211	2016
Retrofitting word vectors to semantic lexicons M Faruqui, J Dodge, SK Jauhar, C Dyer, E Hovy, NA Smith NAACL 2015, 2015	1188	2015
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	659	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	593	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	483	2021
Show your work: Improved reporting of experimental results J Dodge, S Gururangan, D Card, R Schwartz, NA Smith EMNLP 2019, 2019	282	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	231	2016
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	227*	2021
Measuring the carbon intensity of ai in cloud instances J Dodge, T Prewitt, R Tachet des Combes, E Odmark, R Schwartz, ... FAccT 2022, 2022	191	2022
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	176	2012
The Right Tool for the Job: Matching Model and Instance Complexities R Schwartz, G Stanovsky, S Swayamdipta, J Dodge, NA Smith ACL 2020, 2020	175	2020
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, ... Advances in Neural Information Processing Systems 36, 2024	158	2024
Olmo: Accelerating the science of language models D Groeneveld, I Beltagy, P Walsh, A Bhagia, R Kinney, O Tafjord, AH Jha, ... ACL 2024, 2024	125	2024
Context-dependent Semantic Parsing for Time Expressions K Lee, Y Artzi, J Dodge, L Zettlemoyer Association for Computational Linguistics, 2014	112	2014
Evaluating the social impact of generative ai systems in systems and society I Solaiman, Z Talat, W Agnew, L Ahmad, D Baker, SL Blodgett, C Chen, ... arXiv preprint arXiv:2306.05949, 2023	111	2023
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	109	2023
Dolma: An open corpus of three trillion tokens for language model pretraining research L Soldaini, R Kinney, A Bhagia, D Schwenk, D Atkinson, R Authur, ... ACL 2024, 2024	105	2024
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	100	2021

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