Advanced Natural Language Processing
- Foundations of Language Modeling
- Transformer Architecture
- Pretraining Large Language Models
- Post Training and Alignment
- Prompting and Reasoning in Large Language Models
- Evaluation of Large Language Models
- Data Risks and Harms in Large Language Models
- Efficiency and Model Compression
- Knowledge Enhanced Large Language Models
- Multilingual and Multimodal Large Language Models
- LLM Systems and Practical Applications
- Advanced NLP Tasks Using Large Language Models