@inproceedings{peixiang-etal-2025-ccl25,
    title = "{CCL}25-Eval 任务四系统报告:现代汉语动词的叙实性语用推理机制",
    author = "Peixiang, ZHaO  and
      Limingzhu, Limingzhu  and
      Liya, Mei  and
      Wangfang, Wangfang  and
      Nianxin, Gao  and
      Lang, Zhao",
    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-2.13/",
    pages = "110--117",
    abstract = "``叙实性推理是一项与事件真实性判断密切相关的语义理解任务,主要关注语言表达中的事实性信息传递。本次测评任务基于沈家煊(2003)提出的{``}行、知、言{''}三域理论,对动词叙实性分类体系进行了进一步细分。这一改进不仅为汉语叙实性研究提供了更为精细的分析工具,还显著提升了大语言模型对{``}叙实性{''}语义的理解能力。测试结果表明,在不微调赛道上,我们团队在测试集上的最终正确率达到93.41{\%}。''"
}