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 Li | 1 | 0 | 0.68 |
Guihua Wen | 2 | 16 | 8.69 |
Yang Hu | 3 | 0 | 1.35 |
Mingnan Luo | 4 | 3 | 3.06 |
Baochao Fan | 5 | 0 | 0.34 |
Changjun Wang | 6 | 1 | 1.03 |
Pei Yang | 7 | 58 | 17.32 |