Paragraph Generation on Amazon Dataset
46.32BLEU-1 ScoreOurs (with VAE)
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Ours (with VAE)latent_variable=VAE setup2018.09 | 46.32 | 37.45 | 29.42 | 18.01 | 17.64 | 17.17 | |
| Oursvariant=Full model2018.09 | 46.01 | 36.86 | 28.73 | 17.45 | 16.58 | 16.05 | |
| RTT-GAN2018.09 | 45.93 | 36.42 | 28.28 | 17.26 | 16.29 | 15.67 | |
| Ours (NG)variant=NG2018.09 | 45.88 | 36.33 | 28.15 | 17.17 | 16.04 | 15.54 | |
| Ours (with GAN)training=GAN-based setup2018.09 | 45.86 | 36.25 | 28.07 | 17.06 | 15.98 | 15.43 | |
| Ours (NC)variant=NC2018.09 | 45.85 | 35.97 | 27.96 | 16.98 | 15.86 | 15.39 | |
| Regions-Hierarchical2018.09 | 45.74 | 34.8 | 27.54 | 16.67 | 14.23 | 12.02 | |
| Image-Flat2018.09 | 40.31 | 30.63 | 25.32 | 15.64 | 10.97 | 9.63 |