@inproceedings{liu-etal-2026-claim, title = "Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection", author = "Liu, Zhiwei and Cao, Yupeng and Jiang, Yuechen and Kabir, Mohsinul and Giannouris, Polydoros and Xu, Chen and Xu, Ziyang and Zhu, Tianlei and Tariquzzaman, Md. and Papadopoulos, Triantafillos and Wang, Yan and Qian, Lingfei and Peng, Xueqing and Xie, Zhuohan and Yuan, Ye and Almheiri, Saeed and Alnajjar, Abdulrazzaq and Chen, Ming-Bin and Stuart, Harry and Thompson, Paul and Tiwari, Prayag and Lopez-Lira, Alejandro and Liu, Xue and Huang, Jimin and Ananiadou, Sophia", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.479/", pages = "9838--9864", ISBN = "979-8-89176-395-1" }