@inproceedings{dong-etal-2026-benchcompass, title = "{B}ench{C}ompass: From Scores to Signals for Training and Harness Decisions in Payment-Domain {LLM}s", author = "Dong, Sijie and Ren, Wei and Hu, Xuanwei and Luo, Jiawei and Wang, Zifan and Feng, Xiaoyun and Cai, Hui and Xue, Lyuxin and Lu, Peng and Wu, Wei and Zhang, Xin", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.1170/", pages = "24762--24781", ISBN = "979-8-89176-462-0" }