@inproceedings{wang-etal-2026-fred, title = "{FRED}-{S}em{B}ench: Evaluating Semantic Reliability in {LLM} Access to Macroeconomic Data", author = "Wang, Wilson and Han, Chandler and Zhang, Peter", editor = "Huang, Jimin and Lee, Yongjae and Ananiadou, Sophia and Chen, Hsin-Hsi and Takamura, Hiroya and Chen, Chung-Chi", booktitle = "Proceedings of the 11th Workshop on Financial Technology and Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.finnlp-1.19/", pages = "237--242", ISBN = "979-8-89176-466-8" }