Substring-based Transliteration with Conditional Random Fields.
Sravana ReddySonjia WaxmonskyPublished in: NEWS@IJCNLP (2009)
Keyphrases
- conditional random fields
- information extraction
- graphical models
- higher order
- hidden markov models
- sequence labeling
- random fields
- markov random field
- probabilistic model
- maximum entropy
- crf model
- generative model
- named entity recognition
- markov models
- image labeling
- named entities
- machine translation
- loopy belief propagation
- approximate inference
- structured prediction
- semi markov
- markov networks
- contextual features
- superpixels
- pairwise
- parameter learning
- bayesian networks
- belief propagation
- input image
- training data
- similarity measure
- undirected graphical models
- image processing
- computer vision
- machine learning