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ClinConsensus: A Physician-Calibrated Benchmark for Evaluating Clinical Rubric Coverage in Chinese Medical LLMs

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Zheng, Xiang,Li, Han,Luo, Wenjie,Zhai, Weiqi,Li, Yiyuan,Yan, Chuanmiao,Yang, Xue,Wu, Kailuan
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Xu, Ruiyi,Lu, Tianyun,Tang, Tianyi,Ma, Yubo,Yang, Kexin,Yang, Sen,Liu, Dayiheng,Qu, Lin,Zhao, Bing,Wei, HU
Findings of the Association for Computational Linguistics: EMNLP 2026
published

Abstract

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Cite this paper

@article{xiang2026,
  title = {ClinConsensus: A Physician-Calibrated Benchmark for Evaluating Clinical Rubric Coverage in Chinese Medical LLMs},
  author = {Zheng, Xiang and Li, Han and Luo, Wenjie and Zhai, Weiqi and Li, Yiyuan and Yan, Chuanmiao and Yang, Xue and Wu, Kailuan and Xu, Ruiyi and Lu, Tianyun and Tang, Tianyi and Ma, Yubo and Yang, Kexin and Yang, Sen and Liu, Dayiheng and Qu, Lin and Zhao, Bing and Wei, HU},
  journal = {Findings of the Association for Computational Linguistics: EMNLP 2026},
  year = {2026},
  month = {Jan},
}