Enhancing Neural Topic Model with Multi-Level Supervisions from Seed Words.
Yang LinXin GaoXu ChuYasha WangJunfeng ZhaoChao ChenPublished in: ACL (Findings) (2023)
Keyphrases
- topic models
- latent dirichlet allocation
- topic modeling
- co occurrence
- latent variables
- text mining
- text documents
- topic discovery
- generative model
- probabilistic topic models
- probabilistic model
- variational inference
- gibbs sampling
- latent topics
- latent topic models
- baseline models
- probabilistic latent semantic analysis
- microblog posts
- text corpora
- support vector machine
- knowledge discovery
- lda model
- text streams
- association rules
- social networks
- generative process
- information retrieval
- statistical topic models
- machine learning