Conditional Random Fields for Pattern Recognition Applied to Structured Data.
Tom BurrAlexei N. SkurikhinPublished in: Algorithms (2015)
Keyphrases
- structured data
- conditional random fields
- information extraction
- semi structured
- structured information
- hidden markov models
- computer vision
- semi structured data
- probabilistic model
- image processing
- xml documents
- unstructured data
- named entity recognition
- graphical models
- generative model
- natural language processing
- crf model
- sequence labeling
- structured and unstructured data
- textual data
- maximum entropy
- named entities
- text mining
- markov random field
- higher order
- prior knowledge
- structured prediction
- bayesian networks
- learning algorithm
- information retrieval
- machine learning
- data sets