Semi-supervised multi-task learning of structured prediction models for web information extraction.
Paramveer S. DhillonSundararajan SellamanickamSathiya Keerthi SelvarajPublished in: CIKM (2011)
Keyphrases
- structured prediction
- multi task learning
- semi supervised
- maximum margin
- multi task
- conditional random fields
- gaussian processes
- latent variables
- learning tasks
- learning models
- text categorization
- generative model
- high order
- model selection
- supervised learning
- social networks
- learning problems
- classification models
- probabilistic model
- markov networks
- prior knowledge
- reinforcement learning
- efficient learning
- feature selection