Effective Neural Topic Modeling with Embedding Clustering Regularization.
Xiaobao WuXinshuai DongThong Thanh NguyenAnh Tuan LuuPublished in: ICML (2023)
Keyphrases
- topic modeling
- topic models
- clustering algorithm
- k means
- scientific articles
- latent dirichlet allocation
- clustering method
- probabilistic latent semantic analysis
- topic extraction
- cluster analysis
- collaborative filtering
- tag information
- semi supervised learning
- text classification
- probability distribution
- latent topics
- heterogeneous information networks
- neural network