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Language Modeling

Language Modeling. Introduction to N-grams. Probabilistic Language Models. Today’s goal: assign a probability to a sentence Machine Translation: P ( high winds tonite ) &gt; P ( large winds tonite ) Spell Correction The office is about fifteen minuets from my house

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986 views • 88 slides

Language Modeling for ASR

Language Modeling for ASR. Andreas Stolcke Microsoft and ICSI (based on slides from Dan Jurafsky at Stanford). Outline. What is language modeling Noisy channel and its applications The 99%: N-gram modeling and smoothing The 1%: Cache LMs Parsing-based LMs Discriminative LMs

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977 views • 71 slides

Design principles

Design principles. broad usability statements that guide a developer ’ s design efforts use the users language provide feedback… derived from common design problems across many systems. 1 Simple and natural dialogue. use the user ’ s conceptual model match the users ’ task sequence

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687 views • 55 slides

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