Revealing the Structure of Medical Dictations with Conditional Random Fields.
Jeremy JancsaryJohannes MatiasekHarald TrostPublished in: EMNLP (2008)
Keyphrases
- conditional random fields
- probabilistic model
- graphical models
- hidden markov models
- generative model
- sequence labeling
- random fields
- maximum entropy
- information extraction
- higher order
- markov random field
- image labeling
- markov models
- named entity recognition
- computer vision
- crf model
- semi markov
- pairwise
- machine learning
- structured learning
- protein fold recognition
- parameter learning
- parameter estimation
- natural language processing
- decision trees