SQL Component matching F1 scores of RYANSQL and RYANSQL + BERT on dev set.
| Approaches . | SELECT . | WHERE . | GROUP . | ORDER . | keywords . | ALL . |
|---|---|---|---|---|---|---|
| RYANSQL | 69.4% | 47.4% | 67.5% | 73.9% | 82.3% | 43.4% |
| RYANSQL + BERT | 88.2% | 74.4% | 78.8% | 83.3% | 88.5% | 66.6% |
| Approaches . | SELECT . | WHERE . | GROUP . | ORDER . | keywords . | ALL . |
|---|---|---|---|---|---|---|
| RYANSQL | 69.4% | 47.4% | 67.5% | 73.9% | 82.3% | 43.4% |
| RYANSQL + BERT | 88.2% | 74.4% | 78.8% | 83.3% | 88.5% | 66.6% |