Data-to-text generation on WebNLG 2020 (test)
60.21ROUGE-1CycleNLG
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| CycleNLGTraining setting=Low-resource cycle training2023.05 | 60.21 | 40.56 | 48.71 | 39.74 | 41.77 | 95.18 | 46.14 | |
| Fully-supervised fine-tuningTraining setting=Fully-supervised2023.05 | 59.99 | 40.93 | 49.32 | 39.76 | 42.83 | 95.41 | 45.67 | |
| CycleNLGTraining setting=Unsupervised cycle training2023.05 | 58.65 | 37.7 | 46.18 | 37.98 | 36.36 | 94.42 | 43.24 | |
| Low-resource fine-tuningTraining setting=Low-resource2023.05 | 55.55 | 36.63 | 46.21 | 35.22 | 33.63 | 94.6 | 41.37 | |
| Low-resource fine-tuning + additional pre-trainingTraining setting=Low-resource, Additional pre-training=true2023.05 | 55.28 | 35.71 | 45.41 | 35.26 | 33.44 | 94.33 | 39.47 |