@inproceedings{satapathy-etal-2025-earnings, title = "From Earnings Calls to Investment Reports: Evaluating Role-based Multi-Agent {LLM} Systems", author = "Satapathy, Ranjan and Liew, Raphael and Chattorj, Joyjit and Cambria, Erik and Goh, Rick", editor = "Chen, Chung-Chi and Winata, Genta Indra and Rawls, Stephen and Das, Anirban and Chen, Hsin-Hsi and Takamura, Hiroya", booktitle = "Proceedings of The 10th Workshop on Financial Technology and Natural Language Processing", month = nov, year = "2025", address = "Suzhou, China", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-emnlp/2025.finnlp-2.19/", pages = "258--267" }