David Heineman

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authored 3 papers 15 days ago

Signal and Noise: A Framework for Reducing Uncertainty in Language Model Evaluation

Paper • 2508.13144 • Published Aug 18

Evaluating LLMs on Chinese Idiom Translation

Paper • 2508.10421 • Published Aug 14

Fluid Language Model Benchmarking

Paper • 2509.11106 • Published Sep 14

authored 4 papers 6 months ago

Dancing Between Success and Failure: Edit-level Simplification Evaluation using SALSA

Paper • 2305.14458 • Published May 23, 2023

LENS: A Learnable Evaluation Metric for Text Simplification

Paper • 2212.09739 • Published Dec 19, 2022

Establishing Task Scaling Laws via Compute-Efficient Model Ladders

Paper • 2412.04403 • Published Dec 5, 2024 • 3

DataDecide: How to Predict Best Pretraining Data with Small Experiments

Paper • 2504.11393 • Published Apr 15 • 18