Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder.
Caio CorroIvan TitovPublished in: CoRR (2018)
Keyphrases
- semi supervised
- parse tree
- unsupervised learning
- structured data
- semi supervised learning
- stochastic grammar
- image segmentation
- unlabeled data
- natural language processing
- supervised learning
- labeled data
- multi view
- restricted boltzmann machine
- objective function
- semi supervised clustering
- semantic analysis
- semi supervised classification
- optical flow
- pairwise
- active learning
- loss function
- feature selection
- machine learning
- real world
- natural language parsing
- stochastic context free grammars
- pairwise constraints
- variational methods
- context free grammars
- spectral clustering
- similarity measure
- bayesian networks
- neural network
- prior knowledge