Comparing HMM, maximum entropy, and conditional random fields for disfluency detection.
Yang LiuElizabeth ShribergAndreas StolckeMary P. HarperPublished in: INTERSPEECH (2005)
Keyphrases
- conditional random fields
- maximum entropy
- hidden markov models
- markov models
- random fields
- graphical models
- named entity recognition
- maximum entropy principle
- information extraction
- probabilistic model
- generative model
- sequence labeling
- higher order
- markov random field
- crf model
- markov networks
- approximate inference
- iterative scaling
- pairwise
- minimum cross entropy
- structured prediction
- parameter learning
- potential functions
- superpixels
- web page prediction
- learning algorithm