Conditional Random Fields based Named Entity Recognition for Sinhala.
K. U. SenevirathneN. S. AttanayakeA. W. M. H. DhananjanieW. A. S. U. WeragodaA. NugaliyaddeS. ThelijjagodaPublished in: ICIIS (2015)
Keyphrases
- named entity recognition
- conditional random fields
- information extraction
- graphical models
- sequence labeling
- text summarization
- probabilistic model
- random fields
- maximum entropy
- crf model
- pairwise
- higher order
- hidden markov models
- generative model
- relation extraction
- structured prediction
- superpixels
- markov random field
- markov models
- approximate inference
- natural language processing
- annotated corpus
- joint inference
- semi supervised
- named entities
- multi class
- decision trees
- feature selection
- machine learning