@inproceedings{zhang-2026-training, title = "A Training-Free Single-Pass Vision{--}Language Pipeline for Sentence-Level Visual {C}hinese Grammatical Error Correction", author = "Zhang, Lexuan", editor = "Wang, Xiaoman and Wang, Qianyu and Liu, Zhengyuan and Chen, Nancy F. and Yuan, Zheng and Lan, Yunshi and Jiang, Jing", booktitle = "Proceedings of the 1st Workshop on Multi-modality and Multi-lingual Language Learning", month = nov, year = "2026", address = "Hengqin, Zhuhai, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.multilll-1.9/", pages = "77--83", ISBN = "979-8-89176-449-1" }