Jesse Dodge
Senior Research Scientist at Ai2
Seattle, Washington, United States
Summary
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Senior🎓
Top SchoolJesse Dodge is a Senior Research Scientist at the Allen Institute for AI with 13 years of experience building and evaluating large language models and championing reproducibility and transparency in NLP research. He led evaluation work for OLMo models and has driven efforts to document web-scale training datasets, quantify the environmental and equity costs of AI, and improve experimental rigor across the field. Creator of the widely adopted NLP Reproducibility Checklist and an organizer of the ML Reproducibility Challenge, Jesse blends hands-on model development with community-facing standards that influence major conferences and thousands of papers. His work spans model efficiency techniques such as compression and training optimizations, and has earned long-term recognition including a ten-year Test of Time award at ACL. Based in Seattle, he holds a PhD from Carnegie Mellon and is known for pairing deep technical contributions with practical tools and policies that make AI research more accountable.
13 years of coding experience
3 years of employment as a software developer
Bachelor of Science - BS Computer Science Statistics, Bachelor of Science - BS Computer Science Statistics at University of WashingtonDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Carnegie Mellon University
Github Skills (10)
benchmark7
machine-learning6
bert5
nlp5
deep-learning4
bayesian4
natural-language-processing4
hugo3
optimization3
machine-learning-algorithms2
Programming languages (3)
Github contributions (5)
Noahs-ARK/ARKcat
Oct 2015 - Jan 2018
Contributions:135 commits, 16 PRs, 197 pushes in 2 years 3 months
nlpsimple-to-usehigh-qualitytext-categorizationnatural-language-processing
dodgejesse/dpp_mixed_mcmc
Oct 2017 - Nov 2018
Contributions:108 pushes, 1 branch in 1 year 1 month
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