Semantic Parsing on COGS nonce
81.4AccuracyLexLSTM
Evaluation results
| Method | Links | |
|---|---|---|
| LexLSTMPre-training=None2022.01 | 81.4 | |
| LSTM + SubstitutePre-training=None, Augmentation=Substitute2022.01 | 77.62 | |
| LSTM + LEXSYMPre-training=None, Augmentation=LEXSYM2022.01 | 77.25 | |
| T5 + LEXSYMPre-training=Language Pre-training, Augmentation=LEXSYM2022.01 | 76.74 | |
| T5Pre-training=Language Pre-training2022.01 | 64.2 | |
| LSTMPre-training=None2022.01 | 61.13 |