Language as a latent sequence: Deep latent variable models for semi-supervised paraphrase generation.
Jialin YuAlexandra I. CristeaAnoushka HaritZhongtian SunOlanrewaju Tahir AduragbaLei ShiNoura Al MoubayedPublished in: AI Open (2023)
Keyphrases
- latent variable models
- semi supervised
- latent variables
- real valued
- hidden markov models
- latent dirichlet allocation
- supervised learning
- semi supervised learning
- probabilistic model
- learning problems
- natural language
- latent space
- question answering
- labeled data
- latent structure
- hidden variables
- random variables
- unsupervised learning
- active learning
- unlabeled data
- manifold learning
- pairwise
- generative model
- gaussian process
- text mining
- bayesian learning
- discriminative learning
- information extraction