作者位次 #2/6ACL 2026Findings· Findings of ACL
Lost in Stories: Consistency Bugs in Long Story Generation by LLM s
Junjie Li · Xinrui Guo · Yuhao Wu · Roy Ka-Wei Lee · Hongzhi Li · Yutao Xie
摘要
What happens when a storyteller forgets its own story? Large Language Models (LLMs) can now generate narratives spanning tens of thousands of words, but they often fail to maintain consistency throughout. When generating long-form narratives, these models can contradict their own established fact...