Graph Neural Network Approach to Semantic Type Detection in Tables.
Ehsan HoseinzadeKe WangPublished in: PAKDD (6) (2024)
Keyphrases
- neural network
- random walk
- graph model
- natural language
- artificial neural networks
- automatic detection
- detection rate
- structured data
- pattern recognition
- semantic web
- detection algorithm
- directed graph
- detection accuracy
- false positives
- databases
- neural network model
- object detection
- graph representation
- connected components
- back propagation
- domain specific
- database
- graph theory
- bipartite graph
- semantic knowledge
- graph structure
- semantic network
- semantic similarity
- feed forward
- semantic annotation
- event detection
- semantic information
- knn