Dependency-Based Semantic Role Labeling using Convolutional Neural Networks.
William FolandJames H. MartinPublished in: *SEM@NAACL-HLT (2015)
Keyphrases
- semantic role labeling
- convolutional neural networks
- syntactic dependencies
- convolutional network
- dependency parsing
- syntactic parsing
- relation extraction
- predicate argument
- semantic dependencies
- semantic roles
- tree kernels
- word sense disambiguation
- named entity recognition
- knowledge base
- machine learning methods
- syntactic and semantic dependency parsing