2025
Exploring and Evaluating Multimodal Knowledge Reasoning Consistency of Multimodal Large Language Models
EMNLP 2025
In recent years, multimodal large language models (MLLMs) have achieved significant breakthroughs, enhancing understanding across text and vision. However, current MLLMs still face challenges in effectively integrating knowledge across these modalities during multimodal knowledge reasoning, leading