| --- |
| license: apache-2.0 |
| task_categories: |
| - text-generation |
| language: |
| - zh |
| tags: |
| - medical |
| size_categories: |
| - 100K<n<1M |
| --- |
| # Dataset Card for Huatuo_knowledge_graph_qa |
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| ## Dataset Description |
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| - **Homepage: https://www.huatuogpt.cn/** |
| - **Repository: https://github.com/FreedomIntelligence/HuatuoGPT** |
| - **Paper: https://arxiv.org/abs/2305.01526** |
| - **Leaderboard:** |
| - **Point of Contact:** |
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| ### Dataset Summary |
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| We built this QA dataset based on the medical knowledge map, with a total of 798,444 pieces of data, in which the questions are constructed by means of templates, and the answers are the contents of the entries in the knowledge map. |
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| ## Dataset Creation |
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| ### Source Data |
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| https://cpubmed.openi.org.cn/graph/wiki |
| https://github.com/zhihao-chen/QASystemOnMedicalGraph |
| https://github.com/baiyang2464/chatbot-base-on-Knowledge-Graph |
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| ## Citation |
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| ``` |
| @misc{li2023huatuo26m, |
| title={Huatuo-26M, a Large-scale Chinese Medical QA Dataset}, |
| author={Jianquan Li and Xidong Wang and Xiangbo Wu and Zhiyi Zhang and Xiaolong Xu and Jie Fu and Prayag Tiwari and Xiang Wan and Benyou Wang}, |
| year={2023}, |
| eprint={2305.01526}, |
| archivePrefix={arXiv}, |
| primaryClass={cs.CL} |
| } |
| ``` |
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