Joint Training of Dependency Parsing Filters through Latent Support Vector Machines.
Colin CherryShane BergsmaPublished in: ACL (2) (2011)
Keyphrases
- dependency parsing
- learning machines
- support vector
- supervised training
- feature engineering
- syntactic and semantic dependency parsing
- large margin classifiers
- semantic role labeling
- dependency parser
- syntactic semantic
- training examples
- syntactic parsing
- training process
- training set
- dependency tree
- semantic parsing
- training algorithm
- supervised learning
- semantic dependencies
- support vector machine
- parse tree
- kernel methods
- classification accuracy
- machine learning
- kernel function
- structured prediction
- relation extraction
- maximum margin
- latent variables
- test set