New Recurrent Neural Network Variants for Sequence Labeling.
Marco DinarelliIsabelle TellierPublished in: CICLing (1) (2016)
Keyphrases
- recurrent neural networks
- sequence labeling
- conditional random fields
- dependency parsing
- neural network
- named entity recognition
- recurrent networks
- reservoir computing
- artificial neural networks
- feed forward
- structured prediction
- complex valued
- echo state networks
- crf model
- generative model
- hedge detection
- higher order
- information extraction
- hidden markov models
- data mining
- discriminative models
- markov models
- prior knowledge
- maximum entropy
- graphical models
- semi supervised learning