Named Entity Recognition for Setswana Language: A conditional Random Fields (CRF) Approach.
Boago OkgethengGabofetswe MalemaPublished in: NLPIR (2023)
Keyphrases
- conditional random fields
- named entity recognition
- information extraction
- hidden markov models
- sequence labeling
- text summarization
- graphical models
- probabilistic model
- markov random field
- crf model
- random fields
- natural language
- maximum entropy
- higher order
- generative model
- relation extraction
- web page prediction
- contextual features
- pairwise
- markov models
- structured prediction
- segmentation method
- natural language processing
- semantic role labeling
- annotated corpus
- named entities
- approximate inference
- superpixels
- clustering algorithm
- text mining