Assessment of the Quality of Topic Models for Information Retrieval Applications.
Meng YuanPauline LinLida RashidiJustin ZobelPublished in: ICTIR (2023)
Keyphrases
- topic models
- topic modeling
- information retrieval
- text mining
- latent dirichlet allocation
- text documents
- probabilistic model
- probabilistic topic models
- co occurrence
- latent topics
- text classification
- generative model
- document collections
- latent topic models
- text corpora
- latent variables
- document retrieval
- latent semantic analysis
- language modeling framework
- text processing
- retrieval systems
- gibbs sampling
- information retrieval systems
- semi supervised
- search engine