What if you could transform vast amounts of unstructured text into a living, breathing map of knowledge—one that not only organizes information but reveals hidden connections you never knew existed?

Complex networks offer a robust framework for understanding language and text as emergent, multi-level systems. Using graph theory, researchers represent words, punctuation, and semantic units as ...

Graph neural networks (GNNs) have emerged as a powerful framework for analyzing and learning from structured data represented as graphs. GNNs operate directly on graphs, as opposed to conventional ...