Lecture 10: Sequence Tagging - Classification

Topics

• Evaluating Sequence Taggers;
• Feature-based Classifier for Sequence Tagging;
• Neural Sequence Tagging;
• Recurrent Networks, Neural Architectures;

Readings: Goldberg Ch14-15 Links to an external site.

Slides: lecture-10-seq-classification.pdf Download lecture-10-seq-classification.pdf

Video

Other Links

• F1 for NER (Manning) Links to an external site.
• Understanding LSTMs Links to an external site.;
• JM Chp9 Links to an external site.