Courses
COMP4136 Natural Language Processing and Large Language Models (3 units)
- Prerequisite:
- COMP3057 Introduction to Artificial Intelligence and Machine Learning or COMP3115 Exploratory Data Analysis and Visualization or Year 3 standing or above
- Medium of Instruction:
- English
To introduce some essential knowledge of natural language processing and Large Language Models (LLMs), such as fundamental concepts, critical thinking of methodologies, application scenarios, practical techniques and tools. Students after taking this course will be able to: (1) identify and apply advanced techniques of natural language processing to process textural information; (2) build modules to design, implement and evaluate effective natural language systems in real-world contexts; and (3) gain insights into Large Language Models, train and use LLMs to solve practical problems.