This talks main refers section 9 of this blog post https://towardsdatascience.com/graph-geometric-ml-in-2024-where-we-are-and-whats-next-part-ii-applications-1ed786f7bf63

It contains discussion of the following paper

• Talk like a graph: https://arxiv.org/abs/2310.04560
• GraphText: https://arxiv.org/abs/2310.01089
• LLM + GNN for knowledge distillation: https://arxiv.org/abs/2402.05894
• Graph neural prompting: https://arxiv.org/abs/2309.15427