Shallow Discourse Parsing with Conditional Random Fields.
Sucheta GhoshRichard JohanssonGiuseppe RiccardiSara TonelliPublished in: IJCNLP (2011)
Keyphrases
- conditional random fields
- information extraction
- natural language processing
- natural language
- question answering
- sequence labeling
- random fields
- graphical models
- hidden markov models
- maximum entropy
- probabilistic model
- markov random field
- higher order
- crf model
- generative model
- structured prediction
- markov models
- named entity recognition
- pairwise
- machine learning
- web page prediction
- image labeling
- dependency parsing
- error correcting output coding
- superpixels
- parameter learning
- text mining
- segmentation method
- approximate inference
- structured learning
- undirected graphical models
- semantic analysis
- semi markov
- named entities
- markov networks
- unsupervised learning
- level set
- support vector
- bayesian networks
- feature selection