Dodge, Jesse

12 publications

ICML 2025 DataDecide: How to Predict Best Pretraining Data with Small Experiments Ian Magnusson, Nguyen Tai, Ben Bogin, David Heineman, Jena D. Hwang, Luca Soldaini, Akshita Bhagia, Jiacheng Liu, Dirk Groeneveld, Oyvind Tafjord, Noah A. Smith, Pang Wei Koh, Jesse Dodge

ICLR 2025 Holistically Evaluating the Environmental Impact of Creating Language Models Jacob Morrison, Clara Na, Jared Fernandez, Tim Dettmers, Emma Strubell, Jesse Dodge

NeurIPS 2025 Position: Machine Learning Conferences Should Establish a "Refutations and Critiques" Track Rylan Schaeffer, Joshua Kazdan, Yegor Denisov-Blanch, Brando Miranda, Matthias Gerstgrasser, Susan Zhang, Andreas Haupt, Isha Gupta, Elyas Obbad, Jesse Dodge, Jessica Zosa Forde, Francesco Orabona, Sanmi Koyejo, David L. Donoho

NeurIPS 2025 SciArena: An Open Evaluation Platform for Non-Verifiable Scientific Literature-Grounded Tasks Yilun Zhao, Kaiyan Zhang, Tiansheng Hu, Sihong Wu, Ronan Le Bras, Yixin Liu, Xiangru Tang, Joseph Chee Chang, Jesse Dodge, Jonathan Bragg, Chen Zhao, Hannaneh Hajishirzi, Doug Downey, Arman Cohan

NeurIPS 2025 Signal and Noise: A Framework for Reducing Uncertainty in Language Model Evaluation David Heineman, Valentin Hofmann, Ian Magnusson, Yuling Gu, Noah A. Smith, Hannaneh Hajishirzi, Kyle Lo, Jesse Dodge

NeurIPS 2024 Paloma: A Benchmark for Evaluating Language Model Fit Ian Magnusson, Akshita Bhagia, Valentin Hofmann, Luca Soldaini, Ananya Harsh Jha, Oyvind Tafjord, Dustin Schwenk, Evan Pete Walsh, Yanai Elazar, Kyle Lo, Dirk Groeneveld, Iz Beltagy, Hannaneh Hajishirzi, Noah A. Smith, Kyle Richardson, Jesse Dodge

ICLR 2024 What's in My Big Data? Yanai Elazar, Akshita Bhagia, Ian Helgi Magnusson, Abhilasha Ravichander, Dustin Schwenk, Alane Suhr, Evan Pete Walsh, Dirk Groeneveld, Luca Soldaini, Sameer Singh, Hannaneh Hajishirzi, Noah A. Smith, Jesse Dodge

NeurIPS 2023 Multimodal C4: An Open, Billion-Scale Corpus of Images Interleaved with Text Wanrong Zhu, Jack Hessel, Anas Awadalla, Samir Yitzhak Gadre, Jesse Dodge, Alex Fang, Youngjae Yu, Ludwig Schmidt, William Yang Wang, Yejin Choi

NeurIPS 2022 Modeling the Machine Learning Multiverse Samuel J. Bell, Onno Kampman, Jesse Dodge, Neil D. Lawrence

ICML 2022 Staged Training for Transformer Language Models Sheng Shen, Pete Walsh, Kurt Keutzer, Jesse Dodge, Matthew Peters, Iz Beltagy

ICLR 2016 Evaluating Prerequisite Qualities for Learning End-to-End Dialog Systems Jesse Dodge, Andreea Gane, Xiang Zhang, Antoine Bordes, Sumit Chopra, Alexander H. Miller, Arthur Szlam, Jason Weston

CVPR 2012 Understanding and Predicting Importance in Images Alexander C. Berg, Tamara L. Berg, Hal Daumé Iii, Jesse Dodge, Amit Goyal, Xufeng Han, Alyssa C. Mensch, Margaret Mitchell, Aneesh Sood, Karl Stratos, Kota Yamaguchi