Author

P. D. Siedler

h-index 3 View on Semantic Scholar

We have 1 of 9 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

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