Connecting Distant Entities with Induction through Conditional Random Fields for Named Entity Recognition: Precursor-Induced CRF.
Wangjin LeeJinwook ChoiPublished in: NEWS@ACL (2018)
Keyphrases
- conditional random fields
- named entity recognition
- named entity disambiguation
- named entities
- information extraction
- sequence labeling
- crf model
- probabilistic model
- text summarization
- graphical models
- maximum entropy
- hidden markov models
- random fields
- markov random field
- higher order
- pairwise
- generative model
- structured prediction
- superpixels
- web page prediction
- machine learning
- contextual features
- approximate inference
- relation extraction
- joint inference
- natural language processing
- co occurrence
- markov models
- artificial intelligence
- multi class
- image processing
- clustering algorithm
- regression trees
- parameter learning