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A Bit of Progress in Language Modeling Extended Version

A Bit of Progress in Language Modeling Extended Version. Presented by Louis-Tsai Speech Lab, CSIE, NTNU louis@csie.ntnu.edu.tw. Introduction Overview. LM is the art of determining the probability of a sequence of words

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1.06k views • 92 slides

N-gram model limitations

N-gram model limitations. Q: What do we do about N-grams which were not in our training corpus? A: We distribute some probability mass from seen N-grams to previously unseen N-grams. This leads to another question: how do we do this?. Unsmoothed bigrams.

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545 views • 25 slides

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Total probability mass - PowerPoint PPT Presentation

A Bit of Progress in Language Modeling Extended Version

N-gram model limitations