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CHAPTER N-gram Language Models

Speech and Language Processing. Daniel Jurafsky & James H. Martin. Copyright 2021. Allrights reserved. Draft of December 29, Language Models You are uniformly charming! cried he, with a smile of associating and nowand then I bowed and they perceived a chaise and four to wish sentence generated from a Jane Austen trigram modelPredicting is difficult especially about the future, as the old quip goes. But howabout predicting something that seems much easier, like the next few words someoneis going to say? What word, for example, is likely to followPlease turn your homework.

Such a model, for example, could predict that the following sequence has a much higher probability of appearing in a text: all of a sudden I notice three guys standing on the sidewalk than does this same set of words in a different order: on guys all I of notice sidewalk three a sudden standing the

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