- Transformer architecture - Prompting, Retrieval-Augmented Generation (RAG) and fine-tuning - AI safety and security challenges in LLMs - AI governance - References to papers, fellowships and other resources
Resources: - GitHub repo: https://github.com/vgcharan/Advanced-NLP-Workshop-2025 - YouTube talk: https://www.youtube.com/watch?v=9WVtUDDcAXw&t=2330s
The material is aimed at researchers, students and practitioners who want conceptual depth as well as practical references. Feedback and discussion are welcome.