teaching

Lecture on large language models and their main working principles.

Lecture on mechanistic interpretability and explainability methods for large language models.

Lectures on temporal network analysis (2021) and social network analysis (2024).

Exercise sessions, tutoring, preparation of exercises and assessments, grading of homework and exams, and feedback to students.

An interactive system for teaching and exploring mechanistic interpretability and explainability methods for transformer-based language models, presented at ECML PKDD 2026.