@inproceedings{xie-etal-2026-preliminary, title = "Preliminary Study on {LLM}-as-a-Judge Evaluation of Causal Mechanism Explanations in Financial News and its Bias Analysis", author = "Xie, Yucheng and Kosai, Yurina and Tsuchida, Rikuto and Utsuro, Takehito", 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-1.39/", pages = "469--485", ISBN = "979-8-89176-466-8" }