Lecture 6: Leftovers, Language Models, Word meaning 20 Sept.
Presentation
Recordings
- 6.1 Experiments
- 6.2 Evaluation
- 6.3 Categorical features
- 6.4 Generative - Discriminative
- 6.5 Language Models
Mandatory reading
Jurafsky and Martin, Speech and Language Processing, 3. ed. (edition of Dec. 2020)
- Ch. 3, "N-gram Language Models"
- Sections 3.0-3.4
- Ch. 6, "Vector Semantics and Embeddings", Sec. 6.0-6.4
Recommended reading
For they who need a brush-up on simple algebra and geometry, we recommend the first two sections, page 1-17, of our own
- Compendium on Geometry and linear algebra for IN3050/IN4050
Lab-session 4, Thursday 23 September at Sed
Zoom-help, Monday 20 Sept 2.15-4 pm
The group sessions are physical and not recorded. Because of the corona situation, we will in addition give a zoom offering in the form of one-on-one help. Sign up in Mattermost or send an e-mail to Gudmundur, and he will make contact in this time slot.