Heineman, David

2 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

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