MRCD: Multi-disciplinary RAG-Enhanced Collaborative Debate for Medical Question Answering

Dayong Liang; Yi Cai; Zhiyuan Wen

MRCD: Multi-disciplinary RAG-Enhanced Collaborative Debate for Medical Question Answering

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Anthology ID:: 2025.llm4medr-1.2
Volume:: Proceedings of the First Workshop of LLM Reasoning on Medicine: Challenges, Opportunities, and Future
Month:: October
Year:: 2025
Address:: Hanoi, Vietnam
Editors:: Changmeng Zheng, Jiatong Li, Qi Peng, Xiaoyong Wei, Qing Li
Venues:: LLM4MedR | WS
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Publisher:: Association for Computational Linguistics
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Pages:: 9–13
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URL:: https://aclanthology.org/2025.llm4medr-1.2/
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Cite (ACL):: Dayong Liang, Yi Cai, and Zhiyuan Wen. 2025. MRCD: Multi-disciplinary RAG-Enhanced Collaborative Debate for Medical Question Answering. In Proceedings of the First Workshop of LLM Reasoning on Medicine: Challenges, Opportunities, and Future, pages 9–13, Hanoi, Vietnam. Association for Computational Linguistics.
Cite (Informal):: MRCD: Multi-disciplinary RAG-Enhanced Collaborative Debate for Medical Question Answering (Liang et al., LLM4MedR 2025)
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PDF:: https://aclanthology.org/2025.llm4medr-1.2.pdf

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@inproceedings{liang-etal-2025-mrcd,
    title = "{MRCD}: Multi-disciplinary {RAG}-Enhanced Collaborative Debate for Medical Question Answering",
    author = "Liang, Dayong  and
      Cai, Yi  and
      Wen, Zhiyuan",
    editor = "Zheng, Changmeng  and
      Li, Jiatong  and
      Peng, Qi  and
      Wei, Xiaoyong  and
      Li, Qing",
    booktitle = "Proceedings of the First Workshop of LLM Reasoning on Medicine: Challenges, Opportunities, and Future",
    month = oct,
    year = "2025",
    address = "Hanoi, Vietnam",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.llm4medr-1.2/",
    pages = "9--13"
}

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%0 Conference Proceedings
%T MRCD: Multi-disciplinary RAG-Enhanced Collaborative Debate for Medical Question Answering
%A Liang, Dayong
%A Cai, Yi
%A Wen, Zhiyuan
%Y Zheng, Changmeng
%Y Li, Jiatong
%Y Peng, Qi
%Y Wei, Xiaoyong
%Y Li, Qing
%S Proceedings of the First Workshop of LLM Reasoning on Medicine: Challenges, Opportunities, and Future
%D 2025
%8 October
%I Association for Computational Linguistics
%C Hanoi, Vietnam
%F liang-etal-2025-mrcd
%U https://aclanthology.org/2025.llm4medr-1.2/
%P 9-13

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Markdown (Informal)

[MRCD: Multi-disciplinary RAG-Enhanced Collaborative Debate for Medical Question Answering](https://aclanthology.org/2025.llm4medr-1.2/) (Liang et al., LLM4MedR 2025)

MRCD: Multi-disciplinary RAG-Enhanced Collaborative Debate for Medical Question Answering (Liang et al., LLM4MedR 2025)

ACL

Dayong Liang, Yi Cai, and Zhiyuan Wen. 2025. MRCD: Multi-disciplinary RAG-Enhanced Collaborative Debate for Medical Question Answering. In Proceedings of the First Workshop of LLM Reasoning on Medicine: Challenges, Opportunities, and Future, pages 9–13, Hanoi, Vietnam. Association for Computational Linguistics.