@inproceedings{kahaer-etal-2026-synergizing, title = "Synergizing Semantic Anchors and Ordinal Smoothed Cross-Entropy for Speech Fluency Classification", author = "Kahaer, Mulati and Ruzmamat, Sirajahmat and Pang, XuDong and Maimaitituerxun, Subinuer and Kadeer, Zaokere and Reheman, Abudurexiti and Lu, Wenwen and Zheng, Panpan and Wumaier, Aishan", 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.1551/", pages = "31018--31029", ISBN = "979-8-89176-395-1" }