Evaluating Graph Attention Networks as an Alternative to Transformers for ABSA Task in Low-Resource Languages.
Gabriel GomesAlexandre Thurow BenderArthur CerveiraLarissa A. de FreitasUlisses Brisolara CorrêaPublished in: FLAIRS (2024)
Keyphrases
- average degree
- small world
- graph theory
- language independent
- highly connected
- edge weights
- dynamic networks
- fully connected
- social networks
- random walk
- graph structure
- network size
- graph structures
- visual attention
- resource allocation
- neural network
- citation networks
- degree distribution
- overlapping communities
- graph theoretic
- graph representation
- graph layout
- network analysis
- bipartite graph
- connected components
- complex networks
- databases
- spanning tree
- clustering algorithm
- information extraction
- real world graphs
- shortest path
- expressive power
- network structure
- resource management
- heterogeneous networks
- community detection
- web resources
- graph databases
- resource constraints
- graph partitioning