Topic Modeling - What are the techniques used in topic modeling?

Topic modeling makes use of a number of models, such as the generative model, the bag-of-words model, and the unigram model. Topic modeling commonly makes use of algorithms like Latent Dirichlet Allocation, Probabilistic Latent Semantic Analysis, Correlated Topic Modeling, and Latent Semantic Analysis.