@inproceedings{peng-etal-2026-proactive, title = "Proactive for Uncertainty: Cause-Aware Error Diagnosis and Interactive Clarification for Spoken Dialogue Systems", author = "Peng, Yizhou and Ma, Ziyang and Liu, Changsong and Chao, Yi-Wen and Chen, Xie and Chng, Eng Siong", 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.2332/", pages = "50131--50152", ISBN = "979-8-89176-462-0" }