AMR-to-text generation on LDC2020T02 (test)
48BLEUSTRUCTADAPT-RGCN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| STRUCTADAPT-RGCNBackbone=T5-large, trained_parameters=5.1%2021.03 | 48 | 73.2 | 80.1 | 96.3 | |
| STRUCTADAPT-GCNBackbone=T5-large, trained_parameters=6.8%2021.03 | 47.1 | 72.5 | 79.7 | 96.2 | |
| STRUCTADAPT-GCNBackbone=T5-large, trained_parameters=1.7%2021.03 | 46.2 | 71.8 | 79.4 | 96 | |
| Bevilacqua et al.2021.03 | 44.9 | 72.9 | — | — | |
| ADAPTBackbone=T5-large, trained_parameters=6.8%2021.03 | 43 | 71.3 | 79.3 | 96.2 | |
| FINE-TUNEBackbone=T5-large2021.03 | 41.6 | 70.4 | 78.5 | 96 | |
| FT-BOTTOM2Backbone=T5-large, trained_parameters=7.9%2021.03 | 38.2 | 68.3 | 78.1 | 95.6 | |
| Zhang et al.2021.03 | 34.3 | 63.7 | — | — | |
| FT-TOP2Backbone=T5-large, trained_parameters=7.9%2021.03 | 33.4 | 63.5 | 73.4 | 94.3 |