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Markov Chain Language Model Project
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Markov Chain Language Models Estimated Deadline: 12/5/11 Team: Lizzie Silver, firstname.lastname@example.org Jason Capehart, email@example.com Alexander Murray-Watters, firstname.lastname@example.org Project Description: A simple statistical model of language is that words follow a Markov chain, with the next word being independent of earlier words given the latest word. You will write code to fit this model to a collection of documents, to simulate new text from it, and to compare it to a second-order Markov chain, where the next word is independent of earlier words given the latest two words.