Controllable Text Generation via Probability Density Estimation in the Latent Space.
Yuxuan GuXiaocheng FengSicheng MaLingyuan ZhangHeng GongWeihong ZhongBing QinPublished in: ACL (1) (2023)
Keyphrases
- probability density estimation
- latent space
- text generation
- natural language generation
- latent variables
- low dimensional
- gaussian process
- dimensionality reduction
- parameter space
- lower dimensional
- matrix factorization
- natural language
- manifold learning
- generative model
- gaussian processes
- feature space
- high dimensional
- probabilistic latent semantic analysis
- theorem prover
- transfer learning
- distance metric
- gaussian mixture
- singular value decomposition
- point set registration
- gaussian process latent variable models
- high dimensional spaces
- dialogue system
- data points
- denoising
- natural language processing
- image processing
- point sets
- high dimensional data