Beyond Detection: Evaluating Fallacy Awareness of LLMs in Interactive Scenarios. - Conghui Niu; Ningxin Wu; Ziran Zhao; Dong Yu 003; Chen Kang; Pengyuan Liu 001 (ACL (1), 2026)