Research Article
Enhancing Text Generation via Parse Tree Embedding
Table 2
Results of human evaluation on three datasets. Higher is better.
| | | Model | Human score |
| | Yelp | MLE | 1.89 | | SVAE | 3.22 | | SeqGAN | 3.79 | | RankGAN | 3.83 | | Tree-VAE (WA) | 4.12 | | Tree-VAE (WOA) | 4.56 |
| | E-mail | MLE | 2.03 | | SVAE | 2.55 | | SeqGAN | 3.72 | | RankGAN | 4.03 | | Tree-VAE (WA) | 4.41 | | Tree-VAE (WOA) | 4.63 |
| | COCO image captions | MLE | 3.48 | | SVAE | 4.26 | | SeqGAN | 4.67 | | RankGAN | 4.55 | | Tree-VAE (WA) | 5.39 | | Tree-VAE (WOA) | 5.16 |
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