Interactive Information Extraction with Constrained Conditional Random Fields.
Trausti T. KristjanssonAron CulottaPaul A. ViolaAndrew McCallumPublished in: AAAI (2004)
Keyphrases
- conditional random fields
- information extraction
- named entity recognition
- sequence labeling
- probabilistic model
- natural language processing
- higher order
- text mining
- graphical models
- random fields
- hidden markov models
- markov random field
- crf model
- information retrieval
- semi markov
- image labeling
- parameter learning
- generative model
- maximum entropy
- markov models
- pairwise
- machine learning
- web page prediction
- structured output
- named entities
- question answering
- superpixels
- approximate inference
- markov networks
- entity resolution
- structured learning
- segmentation method
- web documents
- text classification
- natural language
- bayesian networks
- clustering algorithm
- joint inference
- protein fold recognition