Sequential Supervised Learning for Hypernym Discovery from Wikipedia.
Berenike LitzHagen LangerRainer MalakaPublished in: IC3K (2009)
Keyphrases
- wordnet
- supervised learning
- semantic relations
- co occurrence
- natural language processing
- semantic information
- unsupervised learning
- training data
- learning algorithm
- reinforcement learning
- external knowledge
- knowledge base
- training set
- computing semantic relatedness
- learning problems
- semi supervised
- multiple instance learning
- training samples
- knowledge discovery
- machine learning
- active learning
- scientific discovery
- wikipedia pages
- data mining
- data sets
- wikipedia articles
- semantic features
- training examples
- unlabeled data
- semi supervised learning
- domain knowledge
- world knowledge
- learning tasks
- feature selection
- class labels
- document collections
- domain specific