MWU-Aware Part-of-Speech Tagging with a CRF Model and Lexical Resources.
Matthieu ConstantAnthony SigognePublished in: MWE@ACL (2011)
Keyphrases
- crf model
- lexical resources
- conditional random fields
- natural language processing
- wordnet
- information extraction
- named entity recognition
- opinion mining
- word sense disambiguation
- ontology learning
- semantic technologies
- random fields
- probabilistic model
- graphical models
- natural language
- computational linguistics
- markov random field
- semantic representations
- domain ontology
- generative model
- higher order
- hidden markov models
- maximum entropy
- semantic analysis
- co occurrence
- pairwise
- part of speech
- machine learning
- semantic information
- text mining
- segmentation method
- superpixels
- semantic similarity
- sentiment analysis
- machine translation
- segmentation algorithm
- graph cuts
- domain specific
- knowledge representation
- multiscale