Text Generation Based on Generative Adversarial Nets with Latent Variables.
Heng WangZengchang QinTao WanPublished in: PAKDD (2) (2018)
Keyphrases
- latent variables
- text generation
- discriminative methods
- natural language generation
- probabilistic model
- generative model
- prior knowledge
- topic models
- natural language
- random variables
- posterior distribution
- real valued
- theorem prover
- gaussian process
- hidden variables
- latent variable models
- observed variables
- multi agent
- discriminative learning
- approximate inference
- structured prediction
- conditionally independent
- max margin
- structural svms
- latent space
- bayesian framework
- dialogue system
- bayesian inference
- conditional random fields
- active learning
- bayesian networks