作者位次 #2/4ACL 2026Poster· Natural Language Processing
From Nodes to Narratives: Explaining Graph Neural Networks with LLM s and Graph Context
Peyman Baghershahi · Gregoire Fournier · Pranav Nyati · Sourav Medya
摘要
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 networks, social platforms, and knowledge graphs. GNNs are not inherently interpretable and thus, many explanation m...