@inproceedings{yan-2026-beyond, title = "Beyond Warmth: Risk-Tiered Auditing of Credibility in {LLM} Companion Responses", author = "Yan, Danping", editor = "Sousa-Silva, Rui and Lopes Cardoso, Henrique and Koponen, Maarit and Pareja-Lora, Antonio", booktitle = "Proceedings of the 3rd Workshop on Language Understanding in the Human-Machine Era ({LUHME} 2026)", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.luhme-1.22/", pages = "286--303", ISBN = "979-8-89176-471-2" }