March 14, 2024, 4:48 a.m. | Shuai Liu, Shantanu Agarwal, Jonathan May

cs.CL updates on arXiv.org arxiv.org

arXiv:2403.08043v1 Announce Type: new
Abstract: Authorship style transfer aims to rewrite a given text into a specified target while preserving the original meaning in the source. Existing approaches rely on the availability of a large number of target style exemplars for model training. However, these overlook cases where a limited number of target style examples are available. The development of parameter-efficient transfer learning techniques and policy optimization (PO) approaches suggest lightweight PO is a feasible approach to low-resource style transfer. …

abstract arxiv availability cases cs.cl however meaning optimization policy style style transfer text training transfer type

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