Lecture 7: Language Models Contd

Topics

• Smoothing and Unknowns
• Discriminative Language Models;
• Featurized Language Models;
• Language Modeling using NNs;

Reading: JM Ch7 Links to an external site.;

Video

Slides: lecture-07-lang-models-contd.pdf Download lecture-07-lang-models-contd.pdf

Links to an external site.

Other Links

• DeepDrumpf Links to an external site.;
• Neural Networks and Deep Learning Links to an external site.;
• Chris Olah's Blog Links to an external site.;
• Practical Neural Networks for NLP Links to an external site.;