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| Main Authors: | , , , |
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| Format: | Preprint |
| Udgivet: |
2025
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| Fag: | |
| Online adgang: | https://arxiv.org/abs/2502.19765 |
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Indholdsfortegnelse:
- We propose EdiText, a controllable text editing method that modifies the reference text to desired attributes at various scales. We integrate an SDEdit-based editing technique that allows for broad adjustments in the degree of text editing. Additionally, we introduce a novel fine-level editing method based on self-conditioning, which allows subtle control of reference text. While being capable of editing on its own, this fine-grained method, integrated with the SDEdit approach, enables EdiText to make precise adjustments within the desired range. EdiText demonstrates its controllability to robustly adjust reference text at a broad range of levels across various tasks, including toxicity control and sentiment control.