Lecture 12: 2 Nov.
More on ethics
Recording
Neural LMs, Recurrent networks, Sequence labeling
Slides
Recording
Mandatory readings
Jurafsky and Martin, Speech and Language Processing, 3. ed. (edition of Oct. 2019)
- Ch. 7, "Neural networks
- (Recap: sec. 7.3-7.4)
- Section 7.5 Neural Language Models
- Ch. 9, "Sequence Processing with recurrent Networks"
- Sections 9.0-9.2
- Ch. 17, "Information extraction"
- Section 17.1, "Named Entity Recognition"