@inproceedings{cheang-etal-2026-llms, title = "Do {LLM}s Really Know What They Don{'}t Know? Internal States Mainly Reflect Knowledge Recall Rather Than Truthfulness", author = "Cheang, Chi Seng and Chan, Hou Pong and Zhang, Wenxuan and Deng, Yang", 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.34/", pages = "713--730", ISBN = "979-8-89176-395-1" }