Semi-Supervised Recurrent Neural Network for Adverse Drug Reaction mention extraction.
Shashank GuptaSachin PawarNitin RamrakhiyaniGirish Keshav PalshikarVasudeva VarmaPublished in: BMC Bioinform. (2018)
Keyphrases
- recurrent neural networks
- semi supervised
- recurrent networks
- neural network
- reservoir computing
- complex valued
- neural model
- feed forward
- unlabeled data
- long short term memory
- hidden layer
- pairwise
- labeled data
- feedforward neural networks
- semi supervised learning
- echo state networks
- artificial neural networks
- multi view
- nonlinear dynamic systems
- supervised learning
- information extraction
- expert systems
- neural network structure
- hidden markov models
- adverse drug reaction
- hebbian learning
- pairwise constraints
- co training
- back propagation