Towards Interpretable Natural Language Understanding with Explanations as Latent Variables.
Wangchunshu ZhouJinyi HuHanlin ZhangXiaodan LiangMaosong SunChenyan XiongJian TangPublished in: CoRR (2020)
Keyphrases
- natural language understanding
- latent variables
- probabilistic model
- natural language
- text understanding
- semantic analysis
- random variables
- natural language processing
- variational bayes
- prior knowledge
- posterior distribution
- language understanding
- latent variable models
- semantic representations
- knowledge representation
- topic models
- real valued
- approximate inference
- gaussian process
- hidden variables
- dialogue system
- spoken dialog systems
- observed variables
- latent space
- graphical models
- structured prediction
- exact inference
- artificial intelligence
- text mining
- structural svms