HyperStyler: Low-resource Authorship Style Transfer via Context-aware Style Navigation and Hypernetworks

Low-resource authorship style transfer (LAST) aims to rewrite text into the style of an arbitrary target author using only a few reference examples while preserving the original meaning. Existing methods often struggle to achieve both high style fidelity and semantic preservation because they compre...