Re-examination of training of semantic class disambiguation classifier for all words.
Truong Vo Huu ThienKiyoaki ShiraiPublished in: KSE (2016)
Keyphrases
- training set
- class labels
- word sense disambiguation
- training process
- training samples
- training examples
- natural language
- training dataset
- arabic text
- co occurrence
- semantically related
- classifier training
- word pairs
- semantic relationships
- training data
- positive training examples
- word sense
- semantic labels
- neural network
- linear svm
- semantic meaning
- feature set
- support vector machine
- feature space
- support vector
- linguistic analysis
- boosted classifiers
- learning algorithm
- semantic features
- feature selection
- decision trees
- supervised learning
- natural language processing
- semantic similarity
- classification algorithm
- semantic information
- positive examples
- n gram
- wordnet
- semantic roles
- supervised training
- test set
- semantic categories
- multiclass classification
- object classes
- text classifiers
- intra class
- query translation