Papers with style transfer task
He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues (2022.findings-emnlp)
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| Challenge: | Existing work on style transfer has focused on controlling formality, authorial style, and sentiment of text. |
| Approach: | They propose a style transfer task that reframes a dialogue from informal first person to formal third person rephrasing . they use a dataset to annotate dialogues from a text summarization corpus . |
| Outcome: | The proposed task improves the performance of extractive models on a dialogue summarization dataset. |
Style Transfer for Texts: Retrain, Report Errors, Compare with Rewrites (D19-1)
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| Challenge: | Currently, standard methods for style transfer have several significant problems. |
| Approach: | They propose to take BLEU between input and human-written reformulations into consideration for benchmarks. |
| Outcome: | The proposed architectures outperform state-of-the-art in style transfer metric on human-written reformulations and take BLEU between input and output into consideration for benchmarks. |