Supervising Latent Topic Model for Maximum-Margin Text Classification and Regression.
Wanhong XuPublished in: PAKDD (1) (2010)
Keyphrases
- maximum margin
- text classification
- latent topic model
- support vector
- feature selection
- topic models
- text mining
- markov networks
- hyperplane
- learning algorithm
- bag of words
- pattern classification
- support vector machine
- document classification
- machine learning
- multiple kernel learning
- naive bayes
- text documents
- multi task
- n gram
- model selection
- latent topics
- k nearest neighbor
- generalization error
- text categorization
- topic modeling
- knn
- maximum likelihood
- kernel function
- generative model
- labeled data
- multi label
- latent dirichlet allocation
- decision trees
- information extraction