@inproceedings{min-etal-2026-timelineagent, title = "{T}imeline{A}gent: An {LLM}-based Framework for Query-Centric Event Timeline Extraction Across Multiple Documents", author = "Min, Qingkai and Bao, Yunxin and Lu, Yifeng and Feng, Zhenyu and Chen, Yulong and Vlachos, Andreas and Zhang, Yue", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.2328/", pages = "52872--52896", ISBN = "979-8-89176-459-0" }