Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation.
Jinyi HuXiaoyuan YiWenhao LiMaosong SunXing XiePublished in: NAACL-HLT (2022)
Keyphrases
- latent variables
- text generation
- exact inference
- structured prediction
- natural language generation
- factor graphs
- probabilistic model
- approximate inference
- random variables
- variational methods
- posterior distribution
- hierarchical model
- latent variable models
- prior knowledge
- real valued
- gaussian process
- bayesian inference
- fuzzy logic
- natural language
- pairwise
- hidden variables
- latent space
- topic models
- bayesian networks
- observed variables
- theorem prover
- fault diagnosis
- image segmentation
- hyperparameters
- artificial intelligence
- natural language processing
- probability distribution