Large Language Models

Catalog description

Large language models (LLMs) are the cornerstone for current Natural Language Processing (NLP) systems and have become the favored tool for most NLP tasks. However, the high complexity of LLMs poses challenges in understanding and utilizing them. This course is designed to provide students with a comprehensive understanding of the modeling, implementation, and faithfulness issues surrounding LLMs, by way of practical experience and by using the cutting-edge technologies of LLMs.