NLP Linguistics 101 David Kauchak CS159 – Spring

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NLP Linguistics 101 David Kauchak CS159 Spring 2023 some slides adapted from Ray Mooney Admin Assignment 2 Quiz 1 Monday at the beginning of class (first 30 minutes) Open book and open notes Quiz 1 material TF, short answer, pencil and

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01
NLP Linguistics 101 David Kauchak
CS159 – Spring 2023 some slides adapted from Ray Mooney<br>
02
Admin Assignment 2

Quiz #1
Monday at the beginning of class (first 30 minutes)
Open book and open notes<br>
03
Quiz #1 material T/F, short answer, pencil and paper work (no coding)

zipf's law
regular expressions

probability basics

language modeling
MLE estimation/estimating from a corpus
development set
perplexity
determining vocabulary 

smoothing techniques
add 1
add lambda
interpolation
backoff
absolute discounting<br>