Lecture Notes



This resource discusses about hidden Markov models, EM: the basic set-up, Products of Multinomial (PM) models, EM algorithm for PM models, EM algorithm for HMMs, Forward-Backward algorithm for HMMs, and application of EM in NLP.

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Lecture Notes

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