@inproceedings{asaad-etal-2026-analyst, title = "The Analyst in the Prompt: Role, Retrieval, and Memory Biases in {LLM} Financial Analysis", author = "Asaad, Ahmed and Mohamed, Amr and Zhang, Yang and Abdelsalam, Omneya", 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.2268/", pages = "51572--51597", ISBN = "979-8-89176-459-0" }