task_categories:text-generation size_categories:100K<n<1M language:zh license:apache-2.0 medical arxiv:2305.01526 region:us
---
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** 
- **Leaderboard:** 
- **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}
}
```
