Recurrent neural networks with specialized word embeddings for health-domain named-entity recognition.
Inigo Jauregi UnanueEhsan Zare BorzeshiMassimo PiccardiPublished in: J. Biomed. Informatics (2017)
Keyphrases
- recurrent neural networks
- named entity recognition
- named entities
- information extraction
- natural language processing
- text summarization
- neural network
- maximum entropy
- conditional random fields
- maximum entropy classifier
- semi supervised
- feed forward
- genia corpus
- recurrent networks
- co occurrence
- echo state networks
- relation extraction
- artificial neural networks
- reservoir computing
- domain specific
- named entity recognizer
- noun phrases
- classifier ensemble
- information retrieval
- pos taggers
- question answering
- word sense disambiguation
- nonlinear dynamic systems
- pairwise
- control system
- text mining
- training data
- n gram