@inproceedings{chi-hsieh-2025-structured, title = "Structured vs. Unstructured Inputs in {LLM}s: Evaluating the Semantic and Pragmatic Predictive Power in Abnormal Event Forecasting", author = "Chi, Jou-An and Hsieh, Shu-Kai", editor = "Chang, Kai-Wei and Lu, Ke-Han and Yang, Chih-Kai and Tam, Zhi-Rui and Chang, Wen-Yu and Wang, Chung-Che", booktitle = "Proceedings of the 37th Conference on Computational Linguistics and Speech Processing (ROCLING 2025)", month = nov, year = "2025", address = "National Taiwan University, Taipei City, Taiwan", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.rocling-main.25/", pages = "237--248", ISBN = "979-8-89176-379-1" }