On the (In)Effectiveness of Large Language Models for Chinese Text Correction

Understand

Recently, the development and progress of Large Language Models (LLMs) have amazed the entire Artificial Intelligence community.

• Benefiting from their emergent abilities, LLMs have attracted more and more researchers to study their capabilities and performance on various downstream Natural Language Processing (NLP) tasks.
• While marveling at LLMs' incredible performance on all kinds of tasks, we notice that they also have excellent multilingual processing capabilities, such as Chinese.
• To explore the Chinese processing ability of LLMs, we focus on Chinese Text Correction, a fundamental and challenging Chinese NLP task.