Word substitution decipherment on Yelp
99BLEU (20% Sub)Parallel translation
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Parallel translation2017.05 | 99 | 98.9 | 98.2 | 98.5 | 97.2 | |
| Cross-aligned auto-encoder2017.05 | 83.8 | 79.1 | 74.7 | 66.1 | 57.4 | |
| Aligned auto-encoder2017.05 | 81 | 68.9 | 50.7 | 45.6 | 7.2 | |
| Variational auto-encoder2017.05 | 79.8 | 59.6 | 44.6 | 34.4 | 0.9 | |
| Unigram matching2017.05 | 74.3 | 48.1 | 17.8 | 10.7 | 1.2 | |
| No transfer (copy)2017.05 | 56.4 | 21.4 | 6.3 | 4.5 | 0 |