Table 4.
The experimental results of the ablation study.
Methods | Validation | Test | |||||||
|
AccLF a | AccEX b | AccLF | AccEX | |||||
MedTS | 0.681 | 0.880 | 0.784 | 0.899 | |||||
|
w/o SL | 0.669 | 0.870 | 0.773 | 0.887 | ||||
|
w/ BioWord2Vec | 0.472 | 0.690 | 0.501 | 0.644 | ||||
|
w/ ClinicalBERT | 0.556 | 0.771 | 0.634 | 0.784 | ||||
|
w/ BioBERT | 0.684 | 0.882 | 0.790 | 0.904 |
aAccLF: logic form accuracy.
bAccEX: execution accuracy.