From: A transfer learning model with multi-source domains for biomedical event trigger extraction
Mode | Source domain | Precision | Recall | F1-measure |
---|---|---|---|---|
No Source | - (Basic Model) | 79.47 | 77.23 | 78.34 |
One Source | DataST09(S1) | 82.25 | 77.89 | 80.01 |
DataEPI11(S2) | 81.74 | 76.60 | 79.09 | |
DataDNAm(S3) | 81.99 | 76.44 | 79.12 | |
DataDI(S4) | 82.80 | 77.24 | 79.92 | |
AVG | - | - | 79.53 | |
Two Sources | S1+S2 | 81.79 | 78.78 | 80.26 |
S1+S3 | 83.28 | 77.77 | 80.43 | |
S1+S4 | 83.16 | 78.56 | 80.80 | |
AVG | - | - | 80.24 | |
Multi-Source | S1+S2+S4 | 83.62 | 78.36 | 80.90 |
S1+S3+S4 | 84.10 | 78.36 | 81.13 | |
S1+S2+S3+S4(MSTLTR Model) | 83.96 | 79.89 | 81.88 | |
AVG | - | - | 81.25 |