Named Entity Recognition with Conditional Random Fields on Turkish News Dataset: Revisiting the Features.
Recep Firat CekinelMustafa AgrimanPinar KaragözBurcu YilmazPublished in: SIU (2019)
Keyphrases
- named entity recognition
- conditional random fields
- sequence labeling
- information extraction
- maximum entropy classifier
- crf model
- named entities
- natural language processing
- maximum entropy
- graphical models
- feature set
- probabilistic model
- text summarization
- hidden markov models
- semi supervised
- higher order
- dependency parsing
- feature extraction
- markov random field
- joint inference
- benchmark datasets
- relation extraction
- structured prediction
- feature space
- annotated corpus
- generative model
- superpixels
- feature vectors
- pairwise
- co occurrence
- question answering
- keywords
- learning algorithm