@inproceedings{fang-etal-2025-enhancing, title = "Enhancing Transformation from Natural Language to Signal Temporal Logic Using {LLM}s with Diverse External Knowledge", author = "Fang, Yue and Jin, Zhi and An, Jie and Chen, Hongshen and Chen, Xiaohong and Zhan, Naijun", 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/landing_page/2025.findings-acl.544/", pages = "10446--10458", ISBN = "979-8-89176-256-5" }