Lecture 2 (01/03/2024, 4h): Machine Learning for NLP and Logistic Regression

Basics of Machine Learning for NLP. Probabilistic classification. Logistic Regression and its use for classification. Explicit vs. implicit features. The cross-entropy loss function.