Jesse Dodge

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Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
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
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 BordesMeta AIVerified email at fb.com
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 North Carolina at 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
Eduard HovyCarnegie Mellon UniversityVerified email at cmu.edu
Yejin ChoiUniversity of Washington / Allen Institute for Artificial IntelligenceVerified email at cs.washington.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
Swabha SwayamdiptaAllen Institute of Artificial IntelligenceVerified email at allenai.org

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	959	2015
Key-value memory networks for directly reading documents A Miller, A Fisch, J Dodge, AH Karimi, A Bordes, J Weston EMNLP 2016, 2016	731	2016
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	448*	2012
Green ai R Schwartz, J Dodge, NA Smith, O Etzioni Communications of the ACM 63 (12), 54-63, 2020	442	2020
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	201	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	189	2016
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	150	2012
Show your work: Improved reporting of experimental results J Dodge, S Gururangan, D Card, R Schwartz, NA Smith EMNLP 2019, 2019	148	2019
Context-dependent Semantic Parsing for Time Expressions K Lee, Y Artzi, J Dodge, L Zettlemoyer Association for Computational Linguistics, 2014	92	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 (1), 46-59, 2016	59	2016
The Right Tool for the Job: Matching Model and Instance Complexities R Schwartz, G Stanovsky, S Swayamdipta, J Dodge, NA Smith ACL 2020, 2020	54	2020
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	45	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	34*	2021
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	15	2021
CMU: Arc-factored, discriminative semantic dependency parsing S Thompson, B O'Connor, J Flanigan, D Bamman, J Dodge, ... Carnegie Mellon University, 2014	14	2014
Open loop hyperparameter optimization and determinantal point processes J Dodge, K Jamieson, NA Smith AutoML Workshop at ICML 2017, 2017	13	2017
RNN Architecture Learning with Sparse Regularization J Dodge, R Schwartz, H Peng, NA Smith EMNLP 2019, 2019	7	2019
Key-Value Memory Networks AH Miller, AJ Fisch, JD Dodge, AH Karimi, A Bordes, JE Weston US Patent App. 16/002,463, 2018	6	2018
Efficient Hierarchical Domain Adaptation for Pretrained Language Models A Chronopoulou, ME Peters, J Dodge NAACL 2022, 2022	2	2022
Towards Reproducible Machine Learning Research in Natural Language Processing A Lucic, M Bleeker, S Bhargav, J Forde, K Sinha, J Dodge, S Luccioni, ... Proceedings of the 60th Annual Meeting of the Association for Computational …, 2022		2022

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