@inproceedings{cao-etal-2026-narrative, title = "From Narrative to Auditable Forecasts: A Structured Scaffold for Agentic Forecasting", author = "Cao, Yuanpu and Du, Yongkang and Chang, Yurui and Lin, Lu and Chen, Jinghui", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1608/", doi = "10.18653/2026.findings-emnlp.1608", pages = "34249--34267", ISBN = "979-8-89176-462-0" }