Sparse Gaussian Conditional Random Fields on Top of Recurrent Neural Networks.
Xishun WangMinjie ZhangFenghui RenPublished in: AAAI (2018)
Keyphrases
- conditional random fields
- recurrent neural networks
- restricted boltzmann machine
- graphical models
- neural network
- probabilistic model
- hidden markov models
- sequence labeling
- feed forward
- higher order
- information extraction
- recurrent networks
- generative model
- reservoir computing
- markov random field
- crf model
- random fields
- artificial neural networks
- high dimensional
- maximum entropy
- echo state networks
- structured prediction
- maximum likelihood
- named entity recognition
- pairwise
- web page prediction
- nonlinear dynamic systems
- undirected graphical models
- semi markov
- segmentation method
- approximate inference
- fuzzy logic
- back propagation
- learning algorithm