Lecture : Text Classification, 8 Sept.
Presentation
The Naive Bayes example calculations
Recordings
Mandatory reading
Jurafsky and Martin, Speech and Language Processing, 3. ed. (edition of Dec. 2022)
- Ch. 4, "Naive Bayes Classification and Sentiment"
- Except (for now) section 4.9 Statistical significance testing
Recommended reading
Manning, Raghavan, Schütze, Introduction to Information Retrieval,
- Ch. 13, "Text Classification and Naive Bayes", Sec. 13.0-13.3