Initial Explorations on using CRFs for Turkish Named Entity Recognition.
Gökhan Akin SekerGülsen EryigitPublished in: COLING (2012)
Keyphrases
- named entity recognition
- conditional random fields
- information extraction
- natural language processing
- named entities
- maximum entropy
- semi supervised
- sequence labeling
- text summarization
- hand coded
- annotated corpus
- relation extraction
- higher order
- classifier ensemble
- maximum entropy classifier
- graphical models
- knowledge representation
- question answering
- text mining
- databases
- generative model
- prior knowledge
- pairwise
- information retrieval