A Bidirectional LSTM and Conditional Random Fields Approach to Medical Named Entity Recognition.
Kai XuZhanfan ZhouTianyong HaoWenyin LiuPublished in: AISI (2017)
Keyphrases
- named entity recognition
- conditional random fields
- information extraction
- sequence labeling
- hidden markov models
- higher order
- probabilistic model
- markov random field
- graphical models
- text summarization
- random fields
- crf model
- maximum entropy
- relation extraction
- annotated corpus
- named entities
- markov models
- pairwise
- generative model
- superpixels
- structured prediction
- segmentation method
- markov networks
- multi class
- graph cuts
- semi supervised
- image segmentation
- image processing