Can LLMs Effectively Leverage Graph Structural Information through Prompts, and Why?
Jin HuangXingjian ZhangQiaozhu MeiJiaqi MaPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- structural information
- topological information
- graph theory
- random walk
- structural similarity
- global information
- structural features
- graph structure
- directed graph
- graph representation
- weighted graph
- structured data
- linguistic information
- human visual system
- bipartite graph
- high level
- graph databases
- connected components
- semantic information
- graph theoretic
- logical structure
- object recognition