@inproceedings{aluguvelly-2026-latentdemandbench, title = "{L}atent{D}emand{B}ench: A Contamination-Resistant Diagnostic for Pre-Recognition Product{--}Need Ranking in Synthetic Economies", author = "Aluguvelly, Avinash Goutham", 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-1.29/", pages = "351--372", ISBN = "979-8-89176-466-8" }