@inproceedings{chen-etal-2026-tasks, title = "From Tasks to Teams: A Risk-First Evaluation Framework for Multi-Agent {LLM} Systems in Finance", author = "Chen, Zichen and Chen, Jianda and Chen, Jiaao and Sra, Misha", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1934/", pages = "38819--38857", ISBN = "979-8-89176-395-1" }