Semantics-Aware Dual Graph Convolutional Networks for Argument Pair Extraction.
Minzhao GuanZhixun QiuFenghuan LiYun XuePublished in: LREC/COLING (2024)
Keyphrases
- graphical representation
- average degree
- complex networks
- abstract argumentation frameworks
- formal semantics
- random walk
- graph properties
- network structure
- fully connected
- argumentation frameworks
- graph representation
- graph theory
- disjoint paths
- edge weights
- directed edges
- graph theoretic
- social networks
- graph structure
- graph model
- small world
- similarity scores
- information extraction
- directed graph
- logic programming
- abstract argumentation
- structural patterns
- network size
- graph mining algorithms
- neural network
- xml documents
- structured data
- overlapping communities
- community discovery
- spanning tree
- random graphs
- graph matching
- network analysis
- network architecture