Choosing which to use? A study of distributional models for nominal lexical semantic classification.
Lauren RomeoGianluca LebaniNúria BelAlessandro LenciPublished in: LREC (2014)
Keyphrases
- classification models
- classification method
- statistical analysis
- complex systems
- class labels
- decision trees
- classification algorithm
- machine learning algorithms
- feature extraction
- pattern recognition
- classification accuracy
- receiver operating characteristic curves
- classification scheme
- machine learning
- machine learning methods
- training set
- unsupervised learning
- feature vectors
- parameter estimation
- support vector machine
- statistical models
- pattern classification
- text classification
- image classification
- classification process
- accurate models
- multiple regression
- supervised learning