Lecture 22 Sept. :
Logistic regression, n-gram language models
Presentation
- Corrected slide 12, 5 Oct.
Recordings
Mandatory reading
Jurafsky and Martin, Speech and Language Processing, 3. ed. (edition of Jan. 2022)
- Ch. 3, "N-gram Language Models"
- Sections 3.0-3.5
- Ch. 5, "Logistic Regression", Except
- Scaling input features in Sec. 5.2.2
- Sec. 5.7, Last paragraph, starting with "Both L1 and L2..."
Recommended reading
For they who need a brush-up on simple algebra and geometry, we recommend our own
Compendium on Geometry and linear algebra for IN3050/IN4050
Lab-session, Tuesday 27 September at Sed