Encoding Lexico-Semantic Knowledge using Ensembles of Feature Maps from Deep Convolutional Neural Networks.
Steven DerbyPaul MillerBarry DevereuxPublished in: COLING (2020)
Keyphrases
- semantic knowledge
- feature maps
- convolutional neural networks
- semantic information
- domain knowledge
- self organizing maps
- kernel function
- knowledge sources
- wordnet
- natural language text
- neural network
- saliency map
- feature vectors
- decision trees
- context aware
- support vector machine
- unsupervised learning
- automatic extraction
- low level
- multiscale
- artificial intelligence