Author

Jordan Sassoon

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Jul 2026

Benchmarks Are Not Monolithic: Sample-Level Auditing and Orchestration for LLM Evaluation

A dataset-centric meta-evaluation framework that audits benchmark datasets at the sample level along five latent dimensions, providing a principled methodology for analyzing and re-composing existing benchmarks to better reflect diverse evaluation needs.

P. D. Siedler, Jordan Sassoon · arXiv.org · 1 citation