UoW: Multi-task Learning Gaussian Process for Semantic Textual Similarity.
Miguel RiosPublished in: SemEval@COLING (2014)
Keyphrases
- gaussian processes
- multi task learning
- gaussian process
- covariance function
- regression model
- bayesian framework
- natural language
- approximate inference
- multi task
- hyperparameters
- semi supervised
- similarity measure
- dirichlet process
- model selection
- learning tasks
- latent variables
- em algorithm
- incremental learning
- cross validation
- sample size
- generative model
- learning process
- support vector
- bayesian networks