Employing Topic Models for Pattern-based Semantic Class Discovery.
Huibin ZhangMingjie ZhuShuming ShiJi-Rong WenPublished in: ACL/IJCNLP (2009)
Keyphrases
- topic models
- topic modeling
- latent dirichlet allocation
- latent semantics
- latent variables
- latent topics
- co occurrence
- text mining
- generative model
- semantic similarity
- gibbs sampling
- probabilistic model
- latent topic models
- probabilistic latent semantic analysis
- text corpora
- semantic information
- artificial intelligence
- semi supervised
- natural language
- probabilistic topic models
- hierarchical bayesian model
- data mining
- real world