Exploring Cross-lingual Textual Style Transfer with Large Multilingual Language Models
Skolkovo Institute of Science and Technology（斯科尔科沃科学技术研究所）；Technical University of Munich（慕尼黑工业大学）
英文摘要：
Detoxification is a task of generating text in polite style while preserving meaning and fluency of the original toxic text. Existing detoxification methods are designed to work in one exact language. This work investigates multilingual and cross-lingual detoxification and the behavior of large multilingual models like in this setting. Unlike previous works we aim to make large language models able to perform detoxification without direct fine-tuning in given language. Experiments show that multilingual models are capable of performing multilingual style transfer. However, models are not able to perform cross-lingual detoxification and direct fine-tuning on exact language is inevitable.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
