metadata

license: apache-2.0
task_categories:
  - text-generation
language:
  - zh
tags:
  - medical
size_categories:
  - 100K<n<1M

Dataset Card for Huatuo_knowledge_graph_qa

Dataset Description

Homepage: https://www.huatuogpt.cn/
Repository: https://github.com/FreedomIntelligence/HuatuoGPT
Paper: https://arxiv.org/abs/2305.01526
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Point of Contact:

Dataset Summary

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.

Dataset Creation

Source Data

https://cpubmed.openi.org.cn/graph/wiki
https://github.com/zhihao-chen/QASystemOnMedicalGraph
https://github.com/baiyang2464/chatbot-base-on-Knowledge-Graph

Citation

@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}
}