Expected F-Measure Training for Shift-Reduce Parsing with Recurrent Neural Networks.
Wenduan XuMichael AuliStephen ClarkPublished in: HLT-NAACL (2016)
Keyphrases
- recurrent neural networks
- recurrent networks
- echo state networks
- feedforward neural networks
- neural network
- feed forward
- reservoir computing
- hidden layer
- artificial neural networks
- feed forward neural networks
- nonlinear dynamic systems
- natural language processing
- precision and recall
- chaotic time series
- training algorithm
- complex valued
- training set
- genetic algorithm
- latent variables
- input output
- dependency parsing
- training examples
- text classification
- information extraction
- expert systems
- knowledge base