Controlled Generation on CAM held-out (test)
62.9603BLEUmBART-large-50
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| mBART-large-50Training setup=bidirectional full-sentence generation, Regularization=embedding-space contrastive, lambda=0.5, tau=0.052026.06 | 62.9603 | 80.83 | 71.77 | 79.7 | |
| Flan-T5-largeTraining setup=bidirectional full-sentence generation, Regularization=embedding-space contrastive, lambda=0.5, tau=0.052026.06 | 61.7858 | 80.75 | 71.33 | 79.55 | |
| mT5-largeTraining setup=bidirectional full-sentence generation, Regularization=embedding-space contrastive, lambda=0.5, tau=0.052026.06 | 61.4361 | 79.53 | 69.68 | 78.42 | |
| Flan-T5-baseTraining setup=bidirectional full-sentence generation, Regularization=embedding-space contrastive, lambda=0.5, tau=0.052026.06 | 57.8672 | 78.6 | 67.58 | 77.29 | |
| mT5-baseTraining setup=bidirectional full-sentence generation, Regularization=embedding-space contrastive, lambda=0.5, tau=0.052026.06 | 48.0914 | 71.28 | 58.37 | 69.79 | |
| mT5-smallTraining setup=bidirectional full-sentence generation, Regularization=embedding-space contrastive, lambda=0.5, tau=0.052026.06 | 0.1488 | 1.74 | 0 | 1.69 |