Information extraction from calls for papers with conditional random fields and layout features.
Karl-Michael SchneiderPublished in: Artif. Intell. Rev. (2006)
Keyphrases
- conditional random fields
- information extraction
- sequence labeling
- crf model
- named entity recognition
- graphical models
- contextual features
- hidden markov models
- higher order
- random fields
- structured prediction
- information retrieval
- learning models
- maximum entropy
- probabilistic model
- joint inference
- structured learning
- image labeling
- pairwise
- web documents
- machine learning
- feature space
- markov models
- superpixels
- markov random field
- generative model
- text mining
- parameter learning
- feature set
- natural language
- discriminative models
- undirected graphical models
- web page prediction
- approximate inference
- segmentation method
- learning algorithm
- question answering