In NLP, a statistical model contains estimates for the
probability distribution of linguistic units, such as words and phrases, allowing you to assign linguistic features to them. In probability theory and statistics, a probability distribution for a particular variable is a table of values that maps all of the possible outcomes of that variable to their probabilities of occurrence in an experiment.
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