StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing.
Pengcheng YinChunting ZhouJunxian HeGraham NeubigPublished in: CoRR (2018)
Keyphrases
- latent variable models
- semantic parsing
- semi supervised
- latent variables
- dependency parsing
- semantic role labeling
- tree kernels
- semi supervised learning
- real valued
- labeled data
- semantic representation
- question answering
- hidden markov models
- unlabeled data
- structured data
- semantic roles
- context free grammars
- active learning
- hidden variables
- pairwise
- named entity recognition
- natural language processing
- pairwise constraints
- statistical machine translation
- manifold learning
- generative model
- latent dirichlet allocation
- supervised learning
- decision trees
- em algorithm