Slides

Presentation slide decks for MSA 8700 topics.

RAG Evaluation

RAG Evaluation

Evaluating Retrieval-Augmented Generation systems

RAG Retrieval Evaluation

RAG Retrieval Evaluation

Ranking metrics for evaluating retrieved chunks in RAG systems

Knowledge Graphs

Knowledge Graphs

Overview of classical NLP and text processing techniques

NLP and Text Processing

NLP and Text Processing

Overview of classical NLP and text processing techniques

LLMs and Query Languages

LLMs and Query Languages

How to translate natural questions into database queries.

Syllabi Analysis — System Architecture

Syllabi Analysis — System Architecture

Knowledge Graph Intelligence system for GSU syllabi analysis