Semi-supervised Structured Prediction with Neural CRF Autoencoder.
Xiao ZhangYong JiangHao PengKewei TuDan GoldwasserPublished in: EMNLP (2017)
Keyphrases
- structured prediction
- conditional random fields
- semi supervised
- pairwise
- generative model
- semi supervised learning
- graphical models
- neural network
- crf model
- hidden markov models
- probabilistic model
- higher order
- markov random field
- information extraction
- supervised learning
- labeled data
- unlabeled data
- markov networks
- maximum margin
- latent variables
- approximate inference
- gaussian process
- active learning
- text mining
- training data