Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder.
Caio CorroIvan TitovPublished in: ICLR (Poster) (2019)
Keyphrases
- semi supervised
- parse tree
- semi supervised learning
- unsupervised learning
- structured data
- unlabeled data
- labeled data
- stochastic grammar
- active learning
- pairwise
- multi view
- restricted boltzmann machine
- natural language
- image segmentation
- co training
- syntactic and semantic dependencies
- real world
- subspace learning
- objective function
- loss function
- variational methods
- semi supervised clustering
- free energy
- optical flow
- natural language parsing
- supervised learning
- probabilistic model