Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding

Zirui Shao | Feiyu Gao | Zhaoqing Zhu | Chuwei Luo | Hangdi Xing | Zhi Yu | Qi Zheng | Ming Yan | Jiajun Bu |

Paper Details:

Month: November
Year: 2025
Location: Suzhou, China
Venue: EMNLP |