Context-Based Morphological Disambiguation with Random Fields.
Noah A. SmithDavid A. SmithRoy W. TromblePublished in: HLT/EMNLP (2005)
Keyphrases
- random fields
- markov random field
- context sensitive
- random field models
- non stationary
- conditional random fields
- parameter estimation
- co occurrence
- image processing
- random field model
- probabilistic model
- textured images
- mathematical morphology
- maximum entropy
- natural language
- gibbs sampler
- multiscale
- natural language processing
- autoregressive
- pseudo likelihood
- structuring elements
- markov random field model
- wordnet
- similarity measure
- higher order
- cross language information retrieval
- partition function
- pairwise
- information retrieval
- machine learning
- graphical models
- knowledge representation
- prior knowledge
- smoothing algorithm