Lecture 8: Sequences

Topics

• Introduction to Recurrent Neural Networks;
• Variations: Stacking and Bi-directionality;
• Introduce to Tagging; Part of Speech Tagging;

Reading: JM Ch9 Links to an external site., JM Ch8 Links to an external site.

Video

Slides: lecture-08-sequences.pdf Download lecture-08-sequences.pdf

Links to an external site.

Other Links

• Char-RNNs Links to an external site. (and  followup on N-grams Links to an external site.);
• Collins' Notes on HMMs Links to an external site.;