一作ACL 2026Findings· Findings of ACL
Vulnerability of LLM s’ Stated Belief? LLM s Belief Resistance Check Through Strategic Persuasive Conversation Interventions
Fan Huang · Haewoon Kwak · Jisun An
摘要
Large Language Models (LLMs) are increasingly employed in various question-answering tasks. However, recent studies showcase that LLMs are susceptible to persuasion and could adopt counterfactual beliefs.We present a systematic evaluation of LLM susceptibility to persuasion under the Source–Messa...