Author Profiling using SVMs and Word Embedding Averages.
Roy Khristopher BayotTeresa GonçalvesPublished in: CLEF (Working Notes) (2016)
Keyphrases
- support vector
- co occurrence
- hyperplane
- sparse kernel
- support vector machine svm
- word sense disambiguation
- feature selection
- n gram
- multi class
- kernel function
- support vector machine
- generalization ability
- kernel methods
- vector space
- support vectors
- feature space
- radial basis function
- training support vector machines
- machine learning
- maximum margin
- statistical learning theory
- linear svm
- support vector machine classifiers
- classification algorithm
- neural network
- feature vectors
- information retrieval
- knn
- word recognition
- probabilistic model
- word level
- structured learning
- pairwise
- training set
- classification using support vector machines