@inproceedings{mao-etal-2026-digital, title = "The Digital Dunning-Kruger Effect: Decoupling Hallucinations via Geometric Hidden-state Observation for Semantic Truthfulness", author = "Mao, Yueheng and Yu, Min and Li, Gengwang and Jiang, Jianguo and Li, Gang and Zhang, Meng and Xu, Zhen and Huang, Weiqing and Liu, Ming", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.993/", pages = "21786--21800", ISBN = "979-8-89176-390-6" }