Jeff A. Bilmes's Publications

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Coresets Before Score Sets: Evaluation-Unsupervised Prompt Subset Selection for LLM Benchmarks

Jihan Yao, Gantavya Bhatt, Arnav Das, Peter Jin, Ke Bao, Qiaolin Yu, Khushi Bhardwaj, Chang Su, Jialei Wang, Yikai Zhu, Sugam Devare, Damon Mosk-Aoyama, Zhen Dong, Venkat Krishna Srinivasan, Yineng Zhang, Oleksii Kuchaiev, Jiantao Jiao, Banghua Zhu, and Jeff Bilmes. Coresets Before Score Sets: Evaluation-Unsupervised Prompt Subset Selection for LLM Benchmarks. Technical Report Arxiv, 2026.

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Abstract

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@TechReport{yao2026coresetsscoresetsevaluationunsupervised,
  title={Coresets Before Score Sets: Evaluation-Unsupervised Prompt Subset Selection for LLM Benchmarks}, 
  author={Jihan Yao and Gantavya Bhatt and Arnav Das and Peter Jin and Ke Bao and Qiaolin Yu and Khushi Bhardwaj and Chang Su and Jialei Wang and Yikai Zhu and Sugam Devare and Damon Mosk-Aoyama and Zhen Dong and Venkat Krishna Srinivasan and Yineng Zhang and Oleksii Kuchaiev and Jiantao Jiao and Banghua Zhu and Jeff Bilmes},
  archivePrefix = {arXiv},
  arxivId = {2607.09739},
  eprint={2607.09739},
  institution   = {Arxiv},
  url={https://arxiv.org/abs/2607.09739}, 
  primaryClass={cs.AI},
  year={2026},
}

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