MedFact: A Large-scale Chinese Dataset for Evidence-based Medical Fact-checking of LLM Responses

Tong Chen 0005, Zimu Wang, Yiyi Miao, Haoran Luo, Yuanfei Sun, Wei Wang 0042, Zhengyong Jiang, Procheta Sen, Jionglong Su. MedFact: A Large-scale Chinese Dataset for Evidence-based Medical Fact-checking of LLM Responses. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 32340-32353, Association for Computational Linguistics, 2025. [doi]

Authors

Tong Chen 0005

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Zimu Wang

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Yiyi Miao

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Haoran Luo

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Yuanfei Sun

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Wei Wang 0042

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Zhengyong Jiang

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Procheta Sen

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Jionglong Su

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