Is Automated Topic Model Evaluation Broken? The Incoherence of Coherence.
Alexander Miserlis HoylePranav GoelAndrew Hian-CheongDenis PeskovJordan L. Boyd-GraberPhilip ResnikPublished in: NeurIPS (2021)
Keyphrases
- topic models
- topic modeling
- latent dirichlet allocation
- generative model
- co occurrence
- text documents
- latent topics
- probabilistic model
- baseline models
- latent variables
- text mining
- latent topic models
- databases
- topic discovery
- gibbs sampling
- text corpora
- variational inference
- lda model
- natural language processing
- probability distribution
- data mining