Matthew E Peters

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Matt GardnerScaled CognitionVerified email at scaledcognition.com
Iz BeltagyAllen Institute for Artificial IntelligenceVerified email at beltagy.net
Luke ZettlemoyerUniversity of Washington; Meta AIVerified email at cs.washington.edu
Arman CohanYale University; Allen Institute for AIVerified email at allenai.org
Mark NeumannAllen Institute for AIVerified email at allenai.org
Noah A. SmithUniversity of Washington; Allen Institute for Artificial IntelligenceVerified email at cs.washington.edu
Nelson F. LiuStanford UniversityVerified email at cs.stanford.edu
Mohit IyyerAssistant Professor, University of Massachusetts AmherstVerified email at cs.umass.edu
Kenton LeeGoogle ResearchVerified email at google.com
Chandra BhagavatulaAllen Institute for Artificial IntelligenceVerified email at allenai.org
Christopher S. BrethertonProfessor, University of WashingtonVerified email at atmos.washington.edu
Waleed AmmarGoogleVerified email at google.com
Swabha SwayamdiptaUniversity of Southern CaliforniaVerified email at usc.edu
Sebastian RuderResearch Scientist, GoogleVerified email at google.com
Sameer SinghAssociate Professor, University of California IrvineVerified email at uci.edu
Robert L Logan IVUC IrvineVerified email at uci.edu
Vidur JoshiAllen Institute for Artificial IntelligenceVerified email at allenai.org
Philip E. HigueraProfessor, Dept. of Ecosystem and Conservation Sciences, University of MontanaVerified email at umontana.edu
Pradeep DasigiAllen Institute for AI (AI2)Verified email at allenai.org
Thomas WolfChief Science Officer at HuggingFaceVerified email at polytechnique.edu

Matthew E Peters

Sr Research Scientist, Allen Institute for Artificial Intelligence

Verified email at allenai.org

Artificial Intelligence Natural Language Processing


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Deep contextualized word representations ME Peters, M Neumann, M Iyyer, M Gardner, C Clark, K Lee, ... NAACL, Best Paper, 2018	13044*	2018
Longformer: The Long-Document Transformer I Beltagy, ME Peters, A Cohan arXiv preprint arXiv:2004.05150, 2020	1996	2020
AllenNLP: A Deep Semantic Natural Language Processing Platform M Gardner, J Grus, M Neumann, O Tafjord, P Dasigi, N Liu, M Peters, ... arXiv preprint arXiv:1803.07640, 2018	1156	2018
Semi-supervised sequence tagging with bidirectional language models ME Peters, W Ammar, C Bhagavatula, R Power arXiv preprint arXiv:1705.00108, 2017	731	2017
Relationships between water vapor path and precipitation over the tropical oceans CS Bretherton, ME Peters, LE Back Journal of climate 17 (7), 1517-1528, 2004	680	2004
Linguistic Knowledge and Transferability of Contextual Representations NF Liu, M Gardner, Y Belinkov, M Peters, NA Smith arXiv preprint arXiv:1903.08855, 2019	612	2019
Knowledge enhanced contextual word representations ME Peters, M Neumann, RL Logan IV, R Schwartz, V Joshi, S Singh, ... arXiv preprint arXiv:1909.04164, 2019	568	2019
Transfer Learning in Natural Language Processing S Ruder, ME Peters, S Swayamdipta, T Wolf Proceedings of the 2019 Conference of the North American Chapter of the …, 2019	447	2019
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks M Peters, S Ruder, NA Smith arXiv preprint arXiv:1903.05987, 2019	393	2019
Construction of the Literature Graph in Semantic Scholar W Ammar, D Groeneveld, C Bhagavatula, I Beltagy, M Crawford, ... arXiv preprint arXiv:1805.02262, 2018	359	2018
Understanding the origin and analysis of sediment-charcoal records with a simulation model PE Higuera, ME Peters, LB Brubaker, DG Gavin Quaternary Science Reviews 26 (13-14), 1790-1809, 2007	354	2007
Dissecting Contextual Word Embeddings: Architecture and Representation ME Peters, M Neumann, L Zettlemoyer, W Yih arXiv preprint arXiv:1808.08949, 2018	337	2018
Barack’s Wife Hillary: Using Knowledge Graphs for Fact-Aware Language Modeling RL Logan IV, NF Liu, ME Peters, M Gardner, S Singh	172	2019
Quantifying the source area of macroscopic charcoal with a particle dispersal model ME Peters, PE Higuera Quaternary Research 67 (2), 304-310, 2007	171	2007
Adversarial filters of dataset biases R Le Bras, S Swayamdipta, C Bhagavatula, R Zellers, M Peters, ... International Conference on Machine Learning, 1078-1088, 2020	158	2020
Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples V Joshi, M Peters, M Hopkins arXiv preprint arXiv:1805.06556, 2018	97	2018
A simplified model of the Walker circulation with an interactive ocean mixed layer and cloud-radiative feedbacks ME Peters, CS Bretherton Journal of climate 18 (20), 4216-4234, 2005	74	2005
Explaining NLP Models via Minimal Contrastive Editing (MiCE) A Ross, A Marasović, ME Peters arXiv preprint arXiv:2012.13985, 2020	70	2020
Structure of tropical variability from a vertical mode perspective ME Peters, CS Bretherton Theoretical and Computational Fluid Dynamics 20 (5), 501-524, 2006	64	2006
The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction W Ammar, M Peters, C Bhagavatula, R Power Proceedings of the 11th International Workshop on Semantic Evaluation …, 2017	60	2017

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