Abstract: The rise of social media and informal communication has led to an increase in noisy text, characterized by abbreviations, spelling variants, incorrect spelling, mixed language, loan words, ...

Abstract: With the rapid development of Large Language Models (LLMs), Controllable Text Generation (CTG) has become a critical technology for enhancing system reliability and user experience.