Beyond Labels and Topics: Discovering Causal Relationships in Neural Topic Modeling.
Yi-Kun TangHeyan HuangXuewen ShiXian-Ling MaoPublished in: WWW (2024)
Keyphrases
- topic modeling
- causal relationships
- topic models
- latent dirichlet allocation
- latent variables
- bayesian networks
- text mining
- causal models
- causal discovery
- causal structure
- topic extraction
- latent topics
- text classification
- data mining
- influence diagrams
- collaborative filtering
- text documents
- pairwise
- neural network
- text corpora
- generative model
- probabilistic topic models
- knowledge discovery
- fuzzy cognitive maps
- training data
- dimension reduction