Jesse Dodge
Jesse Dodge
Allen Institute for AI
Verifierad e-postadress på allenai.org - Startsida
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Retrofitting word vectors to semantic lexicons
M Faruqui, J Dodge, SK Jauhar, C Dyer, E Hovy, NA Smith
NAACL 2015, 2015
Key-value memory networks for directly reading documents
A Miller, A Fisch, J Dodge, AH Karimi, A Bordes, J Weston
EMNLP 2016, 2016
Green ai
R Schwartz, J Dodge, NA Smith, O Etzioni
Communications of the ACM 63 (12), 54-63, 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
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
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
Show your work: Improved reporting of experimental results
J Dodge, S Gururangan, D Card, R Schwartz, NA Smith
EMNLP 2019, 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
Context-dependent Semantic Parsing for Time Expressions
K Lee, Y Artzi, J Dodge, L Zettlemoyer
Association for Computational Linguistics, 2014
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
The Right Tool for the Job: Matching Model and Instance Complexities
R Schwartz, G Stanovsky, S Swayamdipta, J Dodge, NA Smith
ACL 2020, 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
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
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
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
Open loop hyperparameter optimization and determinantal point processes
J Dodge, K Jamieson, NA Smith
AutoML Workshop at ICML 2017, 2017
Measuring the carbon intensity of ai in cloud instances
J Dodge, T Prewitt, R Tachet des Combes, E Odmark, R Schwartz, ...
2022 ACM Conference on Fairness, Accountability, and Transparency, 1877-1894, 2022
CMU: Arc-factored, discriminative semantic dependency parsing
S Thompson, B O'Connor, J Flanigan, D Bamman, J Dodge, ...
Carnegie Mellon University, 2014
Efficient Hierarchical Domain Adaptation for Pretrained Language Models
A Chronopoulou, ME Peters, J Dodge
NAACL 2022, 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, ...
2022 ACM Conference on Fairness, Accountability, and Transparency, 2206-2222, 2022
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