Conditional Text Generation on BookCorpus
90.4BLEU-1Attention BiLSTM
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Attention BiLSTMEmbedding=GloVe Average2018.08 | 90.4 | 83.6 | 64.5 | 58.3 | 69.5 | 69.8 | |
| WGAN-GPEmbedding=Skip Thought2018.08 | 90.3 | 83.6 | 68.2 | 59.4 | 69.2 | 73.1 | |
| Attention BiLSTMEmbedding=Skip Thought2018.08 | 90 | 82.7 | 65.1 | 58.9 | 69.2 | 71.5 | |
| Attention BiLSTMEmbedding=GloVe Extreme2018.08 | 88.6 | 82.7 | 64.3 | 58.1 | 68.9 | 69.6 | |
| LSTMEmbedding=Skip Thought2018.08 | 88.5 | 80.7 | 63.3 | 58.5 | 68.3 | 69.2 | |
| WGAN-GPEmbedding=GloVe Average2018.08 | 87.9 | 80.7 | 66.8 | 58.5 | 69.4 | 70.2 | |
| LSTMEmbedding=GloVe Average2018.08 | 87.4 | 79.2 | 62.1 | 58.2 | 68.1 | 69.2 | |
| LSTMEmbedding=GloVe Extreme2018.08 | 87.4 | 79.1 | 61.6 | 58 | 67.7 | 68.5 | |
| WGAN-GPEmbedding=GloVe Extreme2018.08 | 85.3 | 79.9 | 66.6 | 57.9 | 68.9 | 69.7 |