Geo-MAG is a framework for geological map understanding that integrates knowledge graphs with multimodal large language models. The system processes geological reports to build knowledge graphs, ...
Abstract: Remote sensing scene knowledge graphs symbolically describe the concepts of scenes and reveal their interrelations, highlighting robust knowledge modeling and inference capabilities in ...
Abstract: Graph Neural Networks (GNNs) show great power in Knowledge Graph Completion (KGC) as they can handle non-Euclidean graph structures and do not depend on the specific shape or topology of the ...