Semantic relation extraction by Conditional Random Fields from Turkish Wikipedia pages.
Canari GirginBanu DiriPublished in: SIU (2014)
Keyphrases
- conditional random fields
- relation extraction
- information extraction
- named entity recognition
- wikipedia pages
- semantic features
- domain specific
- wikipedia articles
- graphical models
- semantic role labeling
- hidden markov models
- natural language
- named entities
- automatic extraction
- probabilistic model
- natural language processing
- pairwise
- question answering
- higher order
- semantic information
- maximum entropy
- generative model
- semantic relations
- text mining
- information retrieval
- markov random field
- low level features
- structured data
- web documents
- visual features
- semantic similarity
- segmentation method
- wordnet
- machine learning
- text classification