AMR-to-text generation on AMR 2.0 (test)
49.8BLEUAMRBART
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AMRBARTPLM-based=true, Size=large2022.03 | 49.8 | 76.2 | 42.6 | |
| AMRBARTPLM-based=true, Size=base2022.03 | 46.6 | 74.6 | 41.4 | |
| Ribeiro+ (2021)PLM-based=true, Tokenized output=true2022.03 | 45.9 | — | 41.2 | |
| Bevilacqua+ (2021)PLM-based=true, Size=large, Silver data fine-tuning=200k2022.03 | 45.9 | 74.2 | 41.8 | |
| Bevilacqua+ (2021)PLM-based=true, Size=large2022.03 | 45.3 | 73.5 | 41 | |
| Bevilacqua+ (2021)PLM-based=true, Size=base2022.03 | 42.7 | 72.2 | 40.7 | |
| Bai+ (2020)2022.03 | 34.2 | 65.7 | 38.2 | |
| Zhang+ (2020)2022.03 | 33.6 | 63.2 | 37.5 | |
| Mager+ (2020)PLM-based=true2022.03 | 33 | 63.9 | 37.7 | |
| Zhu+ (2019)2022.03 | 31.8 | 64.1 | 36.4 |