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FreedomIntelligence/huatuo_knowledge_graph_qa

Dataset Card for Huatuo_knowledge_graph_qa 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… See the full description on the dataset page: https://huggingface.co/datasets/FreedomIntelligence/huatuo_knowledge_graph_qa.

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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1---2license: apache-2.03task_categories:4- text-generation5language:6- zh7tags:8- medical9size_categories:10- 100K<n<1M11---12# Dataset Card for Huatuo_knowledge_graph_qa13 14 15 16## Dataset Description17 18- **Homepage: https://www.huatuogpt.cn/** 19- **Repository: https://github.com/FreedomIntelligence/HuatuoGPT** 20- **Paper: https://arxiv.org/abs/2305.01526** 21- **Leaderboard:** 22- **Point of Contact:** 23 24 25 26### Dataset Summary27 28We 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.29 30 31 32 33 34 35 36## Dataset Creation37 38 39 40 41### Source Data42 43https://cpubmed.openi.org.cn/graph/wiki  44https://github.com/zhihao-chen/QASystemOnMedicalGraph  45https://github.com/baiyang2464/chatbot-base-on-Knowledge-Graph  46 47 48 49 50 51## Citation52 53```54@misc{li2023huatuo26m,55      title={Huatuo-26M, a Large-scale Chinese Medical QA Dataset}, 56      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},57      year={2023},58      eprint={2305.01526},59      archivePrefix={arXiv},60      primaryClass={cs.CL}61}62```63