Diversity-Aware Coherence Loss for Improving Neural Topic Models.
Raymond LiFelipe González-PizarroLinzi XingGabriel MurrayGiuseppe CareniniPublished in: CoRR (2023)
Keyphrases
- topic models
- topic modeling
- latent dirichlet allocation
- text mining
- generative model
- latent topics
- text documents
- probabilistic model
- latent variables
- co occurrence
- gibbs sampling
- text corpora
- latent topic models
- microblog posts
- probabilistic topic models
- variational inference
- probabilistic latent semantic analysis
- artificial intelligence
- data mining