Data-to-Text Generation on WebNLG+ 2020 (test)
0.5541BLEUCONTROL PREFIXES (A1, A2)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CONTROL PREFIXES (A1, A2)phi % (additional parameters)=1.6%, Additional Training Data=DART, Control Prefixes=A1 (WebNLG category) and A2 (DART source)2021.10 | 0.5541 | 0.419 | 0.698 | 0.392 | 0.63 | |
| CONTROL PREFIXES (A1)phi % (additional parameters)=1.6%, Control Prefixes=A1 (WebNLG category attribute)2021.10 | 0.5497 | 0.417 | 0.693 | 0.398 | 0.62 | |
| CONTROL PREFIXES (A2)phi % (additional parameters)=1.0%, Additional Training Data=DART, Control Prefixes=A2 (DART sub-dataset source attribute)2021.10 | 0.5492 | 0.418 | 0.695 | 0.397 | 0.62 | |
| Prefix-tuningphi % (additional parameters)=1.0%2021.10 | 0.5474 | 0.417 | 0.693 | 0.399 | 0.62 | |
| T5-largephi % (additional parameters)=100%, Backbone=T5-large2021.10 | 0.5174 | 0.403 | 0.669 | 0.417 | 0.61 |