Description: The Hidden Markov Model (HMM) is a popular statistical tool for modelling a wide
range of time series data. In the context of natural language processing(NLP), HMMs have
been applied with great success to problems such as part-of-speech tagging and noun-phrase
chunking.
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hmm-tutorial.pdf