Title
Multi-source Seq2seq guided by knowledge for Chinese healthcare consultation
Abstract
•A new multi-task Multi-Source Seq2seq architecture for healthcare consultation.•Introduce knowledge into model by domain classification and topic classification.•Perform domain classification and topic classification step by step.•Utilize knowledge for response generation by three proposed attention mechanisms.
Year
DOI
Venue
2021
10.1016/j.jbi.2021.103727
Journal of Biomedical Informatics
Keywords
DocType
Volume
Dialog generation,Healthcare consultation,Domain knowledge,Recurrent neural network,Attention mechanism
Journal
117
ISSN
Citations 
PageRank 
1532-0464
0
0.34
References 
Authors
0
7
Name
Order
Citations
PageRank
Yanghui Li100.68
Guihua Wen2168.69
Yang Hu301.35
Mingnan Luo433.06
Baochao Fan500.34
Changjun Wang611.03
Pei Yang75817.32