Topic models with elements of neural networks: investigation of stability, coherence, and determining the optimal number of topics

S Koltcov, A Surkov, V Filippov, V Ignatenko - PeerJ Computer Science, 2024 - peerj.com
Topic modeling is a widely used instrument for the analysis of large text collections. In the
last few years, neural topic models and models with word embeddings have been proposed …