Table 3 Ablation study experiment’s listings
From: Biomedical ontology alignment: an approach based on representation learning
Experiment’s code: | Phrase retrofitting | DAE features: | |
|---|---|---|---|
Matching | Outlier detection | ||
W2V | - | - | - |
DAE(O) | - | - | ✓ |
DAE(M) | - | ✓ | - |
DAE(MO) | - | ✓ | ✓ |
SCBOW | ✓ | - | - |
SCBOW+DAE(O) | ✓ | - | ✓ |
SCBOW+DAE(M) | ✓ | ✓ | - |
SCBOW+DAE(MO) | ✓ | ✓ | ✓ |