作者位次 #4/8ACL 2026Poster· Natural Language Processing
Beyond Static Persona Consistency: Dynamic Persona Coherence in LLM Role-Playing
Yirui QI · Xiaoming Zhang · Ruilin Zeng · Mengyao Liu · Ziyi Zhou · Dezhuang Miao · Bingyu Yan · Zhenyu Guan
摘要
Current LLM role-playing systems model persona as a monolithic, static attribute, conflating identity consistency with emotional rigidity. This leads to either robotic repetition or catastrophic persona drift under sustained interaction. We introduce Dynamic Persona Coherence, a framework that de...