Topic Modeling, Topic Noise Modeling, Unsupervised Learning, Twitter Data, Text Data.
the same context. Topic models work by observing which words appear frequently in the same documents. When words appear together in the same document, their probabilities of being in the same topic increase. After observing thousands of documents (or more), the model converges to a set of topics,