Kernel Methods for Word Sense Disambiguation and Acronym Expansion.
Mahesh JoshiTed PedersenRichard MaclinSerguei V. S. PakhomovPublished in: AAAI (2006)
Keyphrases
- kernel methods
- word sense disambiguation
- wordnet
- natural language processing
- kernel function
- support vector
- learning problems
- machine learning
- kernel matrix
- feature space
- machine translation
- language processing
- support vector machine
- reproducing kernel hilbert space
- learning tasks
- word sense
- information extraction
- semantic similarity
- multiple kernel learning
- feature set
- semantic role labeling
- part of speech
- graph kernels
- unsupervised word sense disambiguation
- data sets
- machine learning methods