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Shi-Jie Zhou

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#artificial intelligence Preprint Oct 2026

EvalBuilder: Can LLMs Build Efficient Benchmarks?

Large language model (LLM) agents are increasingly used for long-horizon research and engineering, yet evaluating these capabilities remains expensive, time-consuming, and heavily dependent on human expertise. This motivates a natural question: can LLM agents themselves construct efficient benchmarks that preserve the...

Huai-Sheng Zhu, Hang-Fan Zhang, Teng Xiao et al. · 0 citations

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