Conditional Random Fields as Recurrent Neural Networks.
Shuai ZhengSadeep JayasumanaBernardino Romera-ParedesVibhav VineetZhizhong SuDalong DuChang HuangPhilip H. S. TorrPublished in: CoRR (2015)
Keyphrases
- conditional random fields
- recurrent neural networks
- graphical models
- neural network
- random fields
- probabilistic model
- higher order
- hidden markov models
- pairwise
- maximum entropy
- information extraction
- artificial neural networks
- generative model
- crf model
- recurrent networks
- feed forward
- markov random field
- echo state networks
- named entity recognition
- sequence labeling
- structured prediction
- reservoir computing
- semi markov
- markov networks
- web page prediction