Name
Title | ||
|---|---|---|
Adversarial neural network with sentiment-aware attention for detecting adverse drug reactions |
Abstract | ||
|---|---|---|
•The sentiment-aware attention mechanism can capture sentiment features.•The adversarial perturbation mechanism can improve the generalization ability.•The results demonstrate that our proposed method makes significant progress. |
Year | DOI | Venue |
|---|---|---|
2021 | 10.1016/j.jbi.2021.103896 | Journal of Biomedical Informatics |
Keywords | DocType | Volume |
Adverse drug reactions,Social media,Text classification,Attention mechanism,Adversarial training | Journal | 123 |
ISSN | Citations | PageRank |
1532-0464 | 0 | 0.34 |
References | Authors | |
0 | 6 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Tongxuan Zhang | 1 | 3 | 2.44 |
| Hongfei Lin | 2 | 768 | 122.52 |
| Bo Xu | 3 | 4 | 4.77 |
| Liang Yang | 4 | 120 | 42.20 |
| Jian Wang | 5 | 73 | 16.74 |
| Duan Xiaodong | 6 | 85 | 16.18 |