Neural Topic Model with Reinforcement Learning.
Lin GuiJia LengGabriele PergolaYu ZhouRuifeng XuYulan HePublished in: EMNLP/IJCNLP (1) (2019)
Keyphrases
- topic models
- reinforcement learning
- latent dirichlet allocation
- topic modeling
- text documents
- text mining
- co occurrence
- probabilistic model
- state space
- latent variables
- generative model
- machine learning
- topic discovery
- optimal policy
- learning algorithm
- baseline models
- transfer learning
- gibbs sampling
- latent topics
- temporal difference
- markov decision processes
- graphical models
- lda model
- probabilistic topic models
- data mining
- microblog posts
- latent topic model