Can LLM Graph Reasoning Generalize beyond Pattern Memorization?
Yizhuo ZhangHeng WangShangbin FengZhaoxuan TanXiaochuang HanTianxing HeYulia TsvetkovPublished in: CoRR (2024)
Keyphrases
- graph theory
- pattern matching
- graph patterns
- knowledge base
- graphical representation
- graph representation
- graph search
- random walk
- graph based algorithm
- structured data
- directed graph
- graph construction
- graph model
- reasoning process
- legal reasoning
- reasoning systems
- graph theoretic
- data sets
- spatial reasoning
- web graph
- weighted graph
- connected components
- fuzzy logic
- expert systems
- input pattern
- model based reasoning
- stable set
- reasoning tasks
- automated reasoning
- graph mining
- link analysis
- graph matching
- social networks