Synonymy Extraction From Semantic Networks Using String and Graph Kernel Methods.
Tim vor der BrückYu-Fang Helena WangPublished in: ECAI (2012)
Keyphrases
- kernel methods
- semantic network
- wordnet
- semantic relations
- graph kernels
- kernel function
- spreading activation
- semantic net
- support vector
- kernel matrix
- machine learning
- knowledge base
- feature space
- support vector machine
- information extraction
- co occurrence
- kernel pca
- word sense disambiguation
- natural language processing
- semantic information
- knowledge sources
- kernel matrices
- edit distance
- natural language text
- automatic extraction
- kernel fisher discriminant analysis
- kernel ridge regression
- kernel learning
- multiple kernel learning
- regular expressions
- expert systems
- knowledge representation
- search engine
- predicate logic
- data sets
- knowledge acquisition