StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing.
Pengcheng YinChunting ZhouJunxian HeGraham NeubigPublished in: ACL (1) (2018)
Keyphrases
- latent variable models
- semantic parsing
- semi supervised
- latent variables
- dependency parsing
- semi supervised learning
- semantic role labeling
- tree kernels
- real valued
- hidden variables
- semantic representation
- structured data
- question answering
- latent dirichlet allocation
- labeled data
- semantic roles
- learning problems
- supervised learning
- active learning
- parse tree
- probabilistic model
- discriminative learning
- weakly supervised
- context free grammars
- unsupervised learning
- generative model
- hidden markov models
- text data
- natural language
- topic models
- unlabeled data
- latent space
- statistical machine translation
- high dimensional
- pairwise