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Computing, Computing theory, Engineering, Mathematics, Natural sciences, Physical sciences, Sciences In machine learning and natural language processing, a suite of algorithms to determine the thematic structure of a collection of documents by modelling correlations between topics in addition to the word correlations that constitute topics.