kLogNLP: Graph Kernel-based Relational Learning of Natural Language.
Mathias VerbekePaolo FrasconiKurt De GraveFabrizio CostaLuc De RaedtPublished in: ACL (System Demonstrations) (2014)
Keyphrases
- relational learning
- natural language
- information extraction
- relational data
- inductive logic programming
- refinement operators
- structured data
- statistical relational learning
- machine learning
- natural language processing
- graph kernels
- learning problems
- learning algorithm
- knowledge representation
- kernel methods
- phase transition
- rule learner
- support vector
- background knowledge
- active learning
- gaussian processes
- search space
- training data
- high dimensional
- relational databases
- domain knowledge
- random walk
- databases
- semi supervised