Data-to-text generation on Cleaned E2E (test)
44.15BLEUCONTROL PREFIXES (A2)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| CONTROL PREFIXES (A2)φ%=1.0, Training Data=Augmented with DART, Control Type=DART sub-dataset source attribute2021.10 | 44.15 | 39.2 | — | — | |
| Prefix-tuningφ%=1.02021.10 | 43.66 | 39 | — | — | |
| DATATUNER_FCSFC classifier=true2020.04 | 43.6 | 39 | 57.5 | 2 | |
| DATATUNER_NO_FCSFC classifier=false2020.04 | 43.6 | 39 | 57.5 | 2 | |
| SOTAφ%=1002021.10 | 43.6 | 39 | — | — | |
| DATATUNER_NO_FC/FSSFC classifier=false, variant=FS2020.04 | 43.3 | 38.9 | 57.6 | 2 | |
| Prefix-tuningφ%=1.0, Training Data=Augmented with DART2021.10 | 43.04 | 38.7 | — | — | |
| T5-large fine-tunedφ%=1002021.10 | 41.83 | 38.1 | — | — | |
| Dušek et al. (2019)variant=TGen+2020.04 | 40.5 | 37.6 | 56 | 1.8 |