Wide coverage natural language processing using kernel methods and neural networks for structured data.
Sauro MenchettiFabrizio CostaPaolo FrasconiMassimiliano PontilPublished in: Pattern Recognit. Lett. (2005)
Keyphrases
- kernel methods
- structured data
- wide coverage
- natural language processing
- information extraction
- word sense disambiguation
- neural network
- wordnet
- machine learning
- free text
- textual data
- semi structured
- graph kernels
- kernel function
- support vector
- tree kernels
- relational data
- unstructured data
- kernel matrix
- named entity recognition
- text mining
- named entities
- learning tasks
- feature space
- metadata
- support vector machine
- artificial intelligence
- information retrieval
- semantic relations
- semantic analysis
- data sources
- natural language
- semantic similarity
- computational biology
- semantic role labeling
- multiple kernel learning
- machine translation
- reproducing kernel hilbert space
- xml documents
- co occurrence
- databases
- knowledge representation
- relation extraction
- knowledge base
- kernel learning
- image processing