cmedqa2's Introduction

cMedQA2

This is updated version of the dataset for Chinese community medical question answering. The dataset is in version 2.0 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.

The older version of cMedQA is v1.0. 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	100,000	188,490	-	-	48	101
Dev	4,000	7,527	-	-	49	101
Test	4,000	7,552	-	-	49	100
Total	108,000	203,569	-	-	49	101

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

Multi-Scale Attentive Interaction Networks for Chinese Medical Question Answer Selection. link to the paper

Please cite our paper when you use the dataset.

@ARTICLE{8548603, 
author={S. Zhang and X. Zhang and H. Wang and L. Guo and S. Liu}, 
journal={IEEE Access}, 
title={Multi-Scale Attentive Interaction Networks for Chinese Medical Question Answer Selection}, 
year={2018}, 
volume={6}, 
number={}, 
pages={74061-74071}, 
keywords={Biomedical imaging;Data mining;Semantics;Medical services;Feature extraction;Knowledge discovery;Medical question answering;interactive attention;deep learning;deep neural networks}, 
doi={10.1109/ACCESS.2018.2883637}, 
ISSN={2169-3536}, 
month={},}

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