Papers with attribute degeneration
A Distributional Lens for Multi-Aspect Controllable Text Generation (2022.emnlp-main)
Copied to clipboard
| Challenge: | Existing methods for multi-aspect control suffer from attribute degeneration due to mutual interference of these controllers. |
| Approach: | They propose to use attribute fusion to find the intersections of multiple attributes as their combination for generation. |
| Outcome: | The proposed method outperforms baselines on attribute relevance and text quality and achieves the SOTA. |