@inproceedings{li-etal-2026-findeepforecast, title = "{F}in{D}eep{F}orecast : A Live Multi-Agent System for Benchmarking Deep Research Agents in Financial Forecasting", author = "Li, Xiangyu and Yao, Xuan and Qi, Guohao and Zhu, Fengbin and Koa, Kelvin J.L. and Ng, Xiang Yao and Liu, Ziyang and Xingyu, Ni and Chang, Liu and Yang, Yonghui and Zhang, Yang and Wang, Wenjie and Feng, Fuli and Wang, Chao and Luan, Huanbo and Xing, Xiaofen and Xu, Xiangmin and Chua, Tat-Seng and Huang, Ke-Wei", 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.634/", pages = "14581--14615", ISBN = "979-8-89176-459-0" }