Applying Conditional Random Fields to Chinese Shallow Parsing.
Yongmei TanTianshun YaoQing ChenJingbo ZhuPublished in: CICLing (2005)
Keyphrases
- conditional random fields
- shallow parsing
- information extraction
- hidden markov models
- probabilistic model
- graphical models
- semantic features
- named entity recognition
- sequence labeling
- crf model
- higher order
- maximum entropy
- pairwise
- machine learning
- generative model
- noun phrases
- natural language processing
- markov random field
- language processing
- information retrieval
- web documents
- linguistic features
- question answering
- text mining
- natural language
- text documents
- relation extraction
- syntactic analysis
- artificial intelligence
- learning algorithm
- web page prediction