CSE 5525: Foundations of Speech and Language Processing
Class Lecture, Ohio State University, 2025
I taught a special lecture on Interpretibility Methods for Machine Learning and Natural Language Processing. Topics covered include: 1) Global vs Local Explanation, 2) Post hoc explanations (LIME, Gradient-based), 3) Probing, 4) Mechanistic Interpretability.