Combine Topic Modeling with Semantic Embedding: Embedding Enhanced Topic Model.
Peng ZhangSuge WangDeyu LiXiaoli LiZhikang XuPublished in: IEEE Trans. Knowl. Data Eng. (2020)
Keyphrases
- topic modeling
- topic models
- latent dirichlet allocation
- text mining
- probabilistic model
- text documents
- latent topics
- collapsed gibbs sampling
- latent variables
- co occurrence
- natural language
- generative model
- latent semantic analysis
- text corpora
- gibbs sampling
- probabilistic latent semantic analysis
- variational inference
- lda model
- semantic similarity
- n gram
- collaborative filtering
- language modeling framework
- feature extraction