Semantic Parsing on ATIS iid
86.96AccuracyBART-base
Evaluation Results
| Method | Links | |
|---|---|---|
| BART-basePre-training=BART2023.05 | 86.96 | |
| Multiset Tagging and Latent PermutationsPre-training=RoBERTa, Grammar-based decoding=false2023.05 | 76.65 | |
| LSTM seq2seq2023.05 | 75.98 | |
| Transformer2023.05 | 75.76 | |
| L'23Grammar-based decoding=true, Pre-training=false2023.05 | 74.15 | |
| Multiset Tagging and Latent PermutationsPre-training=None (LSTM+GloVe), Grammar-based decoding=false2023.05 | 73.93 | |
| L'23Grammar-based decoding=false, Pre-training=false2023.05 | 68.26 |