huatuo_knowledge_graph_qa

# 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} } ```# 华佗知识图谱问答（Huatuo_knowledge_graph_qa）数据集卡片 ## 数据集概况 - **主页：** https://www.huatuogpt.cn/ - **代码仓库：** https://github.com/FreedomIntelligence/HuatuoGPT - **相关论文：** https://arxiv.org/abs/2305.01526 - **排行榜：** - **联系人：** ### 数据集概览 本数据集基于医学知识图谱构建，总计包含798,444条数据。其中问题通过模板生成，答案则取自知识图谱中的条目内容。 ## 数据集构建 ### 源数据 https://cpubmed.openi.org.cn/graph/wiki https://github.com/zhihao-chen/QASystemOnMedicalGraph https://github.com/baiyang2464/chatbot-base-on-Knowledge-Graph ## 引用 @misc{li2023huatuo26m, title={华佗-26M：大规模中文医学问答数据集}, 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} }

搜集汇总

背景与挑战

背景概述

该数据集是一个基于医学知识图谱构建的问答数据集，包含约79.8万条数据，问题通过模板生成，答案直接来自知识图谱条目。