Artificial Intelligence Tools Based on Pre-Trained Language Models

Lectures from the Tools and Applications of Artificial Intelligence course of the IARFID master from Universitat Politècnica de València. This part of the course presents some applications based on pre-trained language models, focusing on the study of applications for programming, image generation and text generation.

Unit 0 - AI Tools Based on Pre-Trained Language Models

This lecture introduces pre-trained language models and presents some of their applications. Slides.

Unit 1 - Pre-Trained Language Models for Programming

This lecture studies some pre-trained language models applications for programming, paying special attention to GitHub Copilot. Slides.

Unit 2 - Pre-Trained Language Models for Image Generation

This lecture studies some pre-trained language models applications for programming, paying special attention to Stable Diffusion. Slides. Lab session.

Unit 3 - Pre-Trained Language Models for Text Generation

This lecture studies some pre-trained language models applications for programming, paying special attention to Bing Chat and ChatGPT. Slides.