Learning to Find Translations and Transliterations on the Web based on Conditional Random Fields.
Joseph Z. ChangJason S. ChangJyh-Shing Roger JangPublished in: Int. J. Comput. Linguistics Chin. Lang. Process. (2013)
Keyphrases
- conditional random fields
- learning algorithm
- learning process
- structured prediction
- graphical models
- structured output
- parameter learning
- sequence labeling
- supervised learning
- generative model
- learning models
- maximum entropy
- structured domains
- crf model
- learning problems
- learning tasks
- machine translation
- markov models
- graph cuts
- markov random field
- probabilistic model
- hidden markov models
- active learning
- machine learning