Biomedical named entity recognition based on extended Recurrent Neural Networks.
Lishuang LiLiuke JinZhenchao JiangDingxin SongDegen HuangPublished in: BIBM (2015)
Keyphrases
- recurrent neural networks
- named entity recognition
- information extraction
- named entities
- natural language processing
- maximum entropy
- text summarization
- feed forward
- neural network
- semi supervised
- genia corpus
- relation extraction
- recurrent networks
- conditional random fields
- sequence labeling
- text mining
- artificial neural networks
- echo state networks
- chinese named entity recognition
- annotated corpus
- classifier ensemble
- proper names
- cascade correlation
- reservoir computing
- maximum entropy classifier
- databases
- machine learning
- question answering
- artificial intelligence
- feature selection
- nonlinear dynamic systems
- named entity disambiguation
- co occurrence