Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)2022pp. 7439–7468
Citations Over TimeTop 16% of 2022 papers
Abstract
Style transfer is the task of rewriting a sentence into a target style while approximately preserving content. While most prior literature assumes access to a large style-labelled corpus, recent work In this work, we study a relevant low-resource setting: style transfer for languages where no style-labelled corpora are available. We notice that existing few-shot methods perform this task poorly, often copying inputs verbatim.
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