TECHS: Temporal Logical Graph Networks for Explainable Extrapolation Reasoning.
Qika LinJun LiuRui MaoFangzhi XuErik CambriaPublished in: ACL (1) (2023)
Keyphrases
- logical reasoning
- temporal knowledge
- spatio temporal
- social networks
- average degree
- temporal information
- probabilistic logic
- graph theory
- graph representation
- complex networks
- logical rules
- structured data
- temporal reasoning
- probabilistic knowledge
- fully connected
- logical framework
- knowledge representation
- edge weights
- structural patterns
- graph layout
- dynamic networks
- graphical representation
- inconsistent knowledge
- random walk
- bipartite graph
- overlapping communities
- directed edges
- graph model
- temporal data
- automated reasoning
- directed acyclic graph
- network structure
- temporal planning
- social graphs
- temporal constraints
- community discovery
- betweenness centrality
- first order logic
- spatial and temporal
- knowledge base
- point algebra
- probabilistic reasoning
- directed graph
- graph matching
- representing knowledge
- weighted graph
- graph structures
- network analysis
- reasoning tasks
- spanning tree
- temporal databases