Multilingual author profiling using word embedding averages and SVMs.
Roy Khristopher BayotTeresa GonçalvesPublished in: SKIMA (2016)
Keyphrases
- support vector
- language specific
- n gram
- feature selection
- classification using support vector machines
- cross lingual
- support vector machine
- multi class
- generalization ability
- co occurrence
- kernel function
- support vector machine svm
- svm classifier
- vector space
- parallel corpus
- word segmentation
- maximum margin
- machine learning
- sparse kernel
- data hiding
- support vectors
- machine translation system
- structured learning
- word sense disambiguation
- training data
- knn
- sentence level
- digital libraries
- linguistic knowledge
- word recognition
- language resources
- feature space
- training support vector machines