From Nodes to Narratives: Explaining Graph Neural Networks with LLMs and Graph Context

Peyman Baghershahi, Gregoire Fournier, Pranav Nyati +1

Graph Neural Networks (GNNs) have emerged as powerful tools for learning over structured data, including text-attributed graphs (TAGs), which are common in domains such as citation…