Reinforcement Learning for Topic Models.
Jeremy CostelloMarek Z. ReformatPublished in: ACL (Findings) (2023)
Keyphrases
- topic models
- reinforcement learning
- topic modeling
- latent dirichlet allocation
- probabilistic model
- text mining
- co occurrence
- latent topics
- latent variables
- text documents
- gibbs sampling
- markov decision processes
- learning algorithm
- state space
- machine learning
- generative model
- learning problems
- temporal difference
- text corpora
- latent topic models
- optimal policy
- text classification
- bayesian inference
- graphical models
- probabilistic latent semantic analysis
- probabilistic topic models