Spotlight "benchmark reliability" Papers

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

David Heineman, Valentin Hofmann, Ian Magnusson et al.

NEURIPS 2025spotlightarXiv:2508.13144