Towards Semantic Consistency: Dirichlet Energy Driven Robust Multi-Modal Entity Alignment

Yuanyi Wang, Haifeng Sun, Jiabo Wang +5

In Multi-Modal Knowledge Graphs (MMKGs), Multi-Modal Entity Alignment (MMEA) is crucial for identifying identical entities across diverse modal attributes. However, semantic incons…