Papers with marginal and joint distributions
Balancing the Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfer (2023.findings-acl)
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| Challenge: | Text style transfer requires a high-quality paired dataset and quality training data. |
| Approach: | They propose to use a pseudo-parallel dataset to adjust the style distribution in training data to balance the style transfer model. |
| Outcome: | The proposed model produces more effective control effects over multiple styles than an imbalanced or skewed one. |