Tense reinflection on Tense reinflection auxiliary do 1.0 (Hierarchical generalization)
41.6Full AccuracyTf+Nd
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Tf+NdArchitecture=Transformer, Augmentation=Neural Data Structure2025.11 | 41.6 | 47.6 | |
| Tf+SupArchitecture=Transformer, Augmentation=Supervision2025.11 | 36.8 | 37 | |
| Tf+Nd+NdArchitecture=Transformer, Augmentation=Dual Neural Data Structure2025.11 | 16.5 | 16.7 | |
| TfArchitecture=Transformer2025.11 | 14.5 | 14.5 | |
| Tf+Sup+SupArchitecture=Transformer, Augmentation=Dual Supervision2025.11 | 12.7 | 12.8 | |
| RNNArchitecture=RNN2025.11 | 0.5 | 3.9 | |
| RNN+Sup+RArchitecture=RNN, Augmentation=Supervision + R2025.11 | 0.1 | 4.4 | |
| RNN+Nd+RArchitecture=RNN, Augmentation=Neural Data Structure + R2025.11 | 0.1 | 6.3 | |
| RNN+SupArchitecture=RNN, Augmentation=Supervision2025.11 | 0 | 4.1 | |
| RNN+NdArchitecture=RNN, Augmentation=Neural Data Structure2025.11 | 0 | 3.1 | |
| LSTMArchitecture=LSTM2025.11 | 0 | 3.6 | |
| LSTM+SupArchitecture=LSTM, Augmentation=Supervision2025.11 | 0 | 3.8 | |
| LSTM+Sup+RArchitecture=LSTM, Augmentation=Supervision + R2025.11 | 0 | 3.9 | |
| LSTM+NdArchitecture=LSTM, Augmentation=Neural Data Structure2025.11 | 0 | 0.7 | |
| LSTM+Nd+RArchitecture=LSTM, Augmentation=Neural Data Structure + R2025.11 | 0 | 2.9 |