Chinese Grammatical Error Correction

Chinese Grammatical Error Correction (CGEC) focuses on automatically identifying and correcting grammatical errors in Chinese text, aiming to improve the accuracy and fluency of written Chinese. Current research emphasizes mitigating over-correction through techniques like model combination and alignment enhancement, as well as improving model explainability and incorporating fine-grained linguistic annotations for better error diagnosis. These advancements are significant for enhancing language learning tools, improving automated writing assistance, and furthering our understanding of Chinese grammar and its computational representation.