Text Style Transfer with Parameter-efficient LLM Finetuning and Round-trip Translation

Ruoxi Liu, Philipp Koehn

This paper proposes a novel method for Text Style Transfer (TST) based on parameter-efficient fine-tuning of Large Language Models (LLMs). Addressing the scarcity of parallel corpo…