Roy Schwartz

Green AI

Roy Schwartz, Jesse Dodge, Noah A. Smith et al. · Communications of the ACM · 2020 · 1.1K citations · Full text

Artificial Intelligence, Ai Architecture, Deepest Pockets +12

Knowledge Enhanced Contextual Word Representations

Matthew E. Peters, Mark E Neumann, Robert Logan et al. · 2019 · 665 citations · Full text

Natural Language Processing, Applied Linguistics, Knowledge Representation +15

Show Your Work: Improved Reporting of Experimental Results

Jesse Dodge, Suchin Gururangan, Dallas Card et al. · 2019 · 217 citations · Full text

Applied Linguistics, Natural Language Processing, Engineering +13

Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping

Jesse Dodge, Gabriel Ilharco, Roy Schwartz et al. · arXiv (Cornell University) · 2020 · 216 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +23

Measuring the Carbon Intensity of AI in Cloud Instances

Jesse Dodge, Taylor Prewitt, Rémi Tachet des Combes et al. · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 176 citations · Full text

Artificial Intelligence, Environmental Monitoring, Machine Learning +19