**This is an old revision of the document!**

! Date

PDF PowerPoint Screencast Title
1 9/4/2014 PDF PPTX - Intro. to Natural Language Processing; Linguistic Ambiguity
2 9/9/2014 PDF PPTX - Why Data?
3 9/11/2014 PDF PPTX - Intro. to Language Modeling; n-Gram Language Models
4 9/16/2014 PDF PPTX - Language Model Smoothing with Interpolation
5 9/18/2014 PDF PPTX - Language Modeling Metrics; Language Model Smoothing with Discounting
6 9/23/2014 PDF PPTX - Good-Turing Smoothing
7 9/25/2014 PDF PPTX - Kneser-Ney Smoothing
8 9/30/2014 PDF PPTX - Learning Maximum Entropy Models (Logistic Regression)
9 10/7/2014 (to appear) (to appear) - Naive Bayes as Special Case of Logistic Regression
10 10/9/2014 PDF PPTX - The Power of Discriminative Models (Bridge from Logistic Regression to Neural Nets)
11 10/14/2014 PDF PPTX - Sequence Labeling; Maximum Entropy Markov Models

BYU CS users also have full access to the posted lecture slides (including PowerPoint) via the CS department file-system. Connect to schizo, and check the following directory:


cs-679/lectures.1413309086.txt.gz · Last modified: 2014/10/14 11:51 by ringger
Back to top
CC Attribution-Share Alike 4.0 International
chimeric.de = chi`s home Valid CSS Driven by DokuWiki do yourself a favour and use a real browser - get firefox!! Recent changes RSS feed Valid XHTML 1.0