Connecting Distant Entities with Induction through Conditional Random Fields for Named Entity Recognition: Precursor-Induced CRF.
Wangjin LeeJinwook ChoiPublished in: CoRR (2018)
Keyphrases
- conditional random fields
- named entity recognition
- information extraction
- named entity disambiguation
- named entities
- hidden markov models
- crf model
- graphical models
- sequence labeling
- probabilistic model
- random fields
- pairwise
- markov random field
- maximum entropy
- text summarization
- generative model
- higher order
- relation extraction
- joint inference
- natural language processing
- approximate inference
- markov networks
- markov models
- parameter learning
- machine learning
- structured prediction
- entity resolution
- web page prediction
- text mining
- prediction accuracy
- regression trees
- object recognition
- training data
- knowledge base