@inproceedings{zou-etal-2025-testnuc, title = "{T}est{NUC}: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency", author = "Zou, Henry Peng and Gu, Zhengyao and Zhou, Yue and Chen, Yankai and Zhang, Weizhi and Fang, Liancheng and Wang, Yibo and Li, Yangning and Liu, Kay and Yu, Philip S.", editor = "Che, Wanxiang and Nabende, Joyce and Shutova, Ekaterina and Pilehvar, Mohammad Taher", booktitle = "Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)", month = jul, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingestion-acl-25/2025.acl-long.1486/", pages = "30750--30762", ISBN = "979-8-89176-251-0" }