Language Modeling

Catalog description

This course constitutes an introduction to computational natural language modeling. Language modeling is at the heart of many of today’s most exciting technological achievements, including AI assistants, automated translation, autonomous research, coding agents, and Internet search. The course will introduce core problems and methodologies in language modeling, including machine learning techniques, model design, task formulation, and evaluation. The course covers the core techniques of the field, through both instruction and hands-on implementation.