@inproceedings{qiu-etal-2025-text, title = "Text is All You Need: {LLM}-enhanced Incremental Social Event Detection", author = "Qiu, Zitai and Ma, Congbo and Wu, Jia and Yang, Jian", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingestion-acl-25/2025.acl-long.233/", pages = "4666--4680", ISBN = "979-8-89176-251-0" }