@inproceedings{zhang-etal-2025-pfdial, title = "{PFD}ial: A Structured Dialogue Instruction Fine-tuning Method Based on {UML} Flowcharts", author = "Zhang, Ming and Wang, Yuhui and Shen, Yujiong and Yang, Tingyi and Jiang, Changhao and Wu, Yilong and Dou, Shihan and Chen, Qinhao and Xi, Zhiheng and Zhang, Zhihao and Dong, Yi and Wang, Zhen and Fei, Zhihui and Wan, Mingyang and Liang, Tao and Ma, Guojun and Zhang, Qi and Gui, Tao and Huang, Xuanjing", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Findings of the Association for Computational Linguistics: ACL 2025", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/transition-to-people-yaml/2025.findings-acl.134/", doi = "10.18653/v1/2025.findings-acl.134", pages = "2626--2649", ISBN = "979-8-89176-256-5" }