Xavier Bresson - Integrating Large Language Models and Graph Neural Networks - LoG 2024 Keynote

Learning on Graphs Conference, Day 3 – Nov 28, 2024 Keynote talk: Integrating Large Language Models and Graph Neural Networks Speaker: Xavier Bresson Abstract: Pre-trained language models on large-scale datasets have revolutionized text-based applications, enabling new capabilities in natural language processing. When documents are connected, they form a text-attributed graph (TAG), like the Internet, Wikipedia, social networks, scientific literature networks, biological networks, scene graphs, and knowledge graphs. Key applications for TAGs include recommendation (web), classification (nod…