Nested Named Entity Recognition from Medical Texts: An Adaptive Shared Network Architecture with Attentive CRF.
Junzhe JiangMingyue ChengQi LiuZhi LiEnhong ChenPublished in: CICAI (3) (2022)
Keyphrases
- network architecture
- named entity recognition
- conditional random fields
- information extraction
- artificial neural
- named entities
- natural language processing
- maximum entropy
- neural network
- sequence labeling
- genia corpus
- linguistic features
- text summarization
- neural network model
- text documents
- semi supervised
- graphical models
- markov random field
- natural language text
- natural language
- probabilistic model
- crf model
- higher order
- hidden markov models
- relation extraction
- generative model
- annotated corpus
- text mining
- classifier ensemble
- pairwise
- genetic algorithm
- structured prediction
- object recognition
- knowledge representation
- wordnet
- artificial intelligence