@inproceedings{wang-etal-2025-overview-ccl25,
    title = "Overview of {CCL}25-Eval Task 11: Evaluation of the Quality of Handwritten {C}hinese Characters",
    author = "Wang, Meng  and
      Lu, Shicong  and
      Hu, Zhidan  and
      Su, Chen  and
      Cao, Yujie",
    editor = "Lin, Hongfei  and
      Li, Bin  and
      Tan, Hongye",
    booktitle = "Proceedings of the 24th {C}hina National Conference on Computational Linguistics ({CCL} 2025)",
    month = aug,
    year = "2025",
    address = "Jinan, China",
    publisher = "Chinese Information Processing Society of China",
    url = "https://preview.aclanthology.org/ingest-ccl/2025.ccl-2.54/",
    pages = "452--460",
    abstract = "``As an important means of disseminating Chinese cultural heritage, the development of Chinese handwriting skills faces dual challenges in the digital era: insufficient pedagogical resources anda lack of personalized feedback. At the 24th China National Conference on Computational Linguistics (CCL 2025), we organized a handwritten Chinese character evaluation task focusing on writing quality grading and comments generation. This benchmark utilized an expert-annotated calligraphic dataset to enhance task efficacy. Eight teams participated in the evaluation, three ofwhich submitted valid entries. In the character grading subtask, the top-performing team achieved an F1-score of 90.5{\%}, whereas the optimal system in the comments generation subtask attained a score of 52.8{\%}.''"
}