jinxiu0406/cmedqa

This is the dataset for Chinese community medical question answering.

cMedQA v1.0

This is the dataset for Chinese community medical question answering. The dataset is in version 1.0 and is available for non-commercial research. We will update and expand the database from time to time. In order to protect the privacy, the data is anonymized and no personal information is included.

Update

The newest version of cMedQA now comes to v2.0. You can click here

Overview

DataSet	#Ques	#Ans	Ave. #words per Question	Ave. #words per Answer	Ave. #characters per Question	Ave. #characters per Answer
Train	50,000	94,134	97	169	120	212
Dev	2,000	3,774	94	172	117	216
Test	2,000	3,835	96	168	119	211
Total	54,000	101,743	96	169	119	212

• questions.csv All Questions and their content.
• answers.csv All Answers and their content.
• train_candidates.txt dev_candidates.txt test_candidates.txt The split of training set, development set and test set respectively.

Paper

Chinese Medical Question Answer Matching Using End-to-End Character-Level Multi-Scale CNNs link to the paper

Please cite our paper when you use the dataset.

@article{zhang2017chinese,
  title={Chinese Medical Question Answer Matching Using End-to-End Character-Level Multi-Scale CNNs},
  author={Zhang, Sheng and Zhang, Xin and Wang, Hui and Cheng, Jiajun and Li, Pei and Ding, Zhaoyun},
  journal={Applied Sciences},
  volume={7},
  number={8},
  pages={767},
  year={2017},
  publisher={Multidisciplinary Digital Publishing Institute}
}