Word Sense Disambiguation for All Words using Tree-Structured Conditional Random Fields.
Jun HatoriYusuke MiyaoJun'ichi TsujiiPublished in: COLING (Posters) (2008)
Keyphrases
- word sense disambiguation
- conditional random fields
- information extraction
- structured learning
- natural language processing
- wordnet
- structured data
- graphical models
- sequence labeling
- hidden markov models
- higher order
- markov random field
- named entity recognition
- probabilistic model
- machine translation
- word sense
- structured prediction
- generative model
- part of speech
- lexical information
- web page prediction
- semantic role labeling
- text mining
- semantic similarity
- question answering
- sense disambiguation
- machine learning
- machine learning methods
- language model
- feature set
- information retrieval
- text documents
- pairwise
- computer vision
- target word