Healthcare Text Classification on TRANS
76.52AccuracyKnowledgeDA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| KnowledgeDABackbone=ClinicalBERT2022.12 | 76.52 | 76.54 | |
| NoneBackbone=ClinicalBERT, Augmentation=None2022.12 | 75.88 | 75.22 | |
| EDABackbone=ClinicalBERT, Augmentation=Easy Data Augmentation2022.12 | 75.4 | 74.91 | |
| SRBackbone=ClinicalBERT, Augmentation=Synonym Replacement2022.12 | 75.38 | 75.01 | |
| PHICONBackbone=ClinicalBERT2022.12 | 75.37 | 75.18 |