Language Models and Structured Data

This repository keeps the lecture slides for the course on Language Models and Structured Data. 

The topics covered are:

- Introduction to Language Models
- Prompt Engineering
- Low-rank adaptation, Quantized language models
- Retrieval Augmented Generation
- Language Models and Graphs
- Language Models and Tabular Data (TURL, TableGPT, ...)
- Language Models for Text2SQL

The slides are also available through github: https://github.com/alammehwish/language-models-structured-data