Tutorials and Materials

This is a companion page to our main website CSS@IPP. You can still find previous tutorials on our website. We have created this GitHub page to host all new tutorials that the team will publish.

Discover our freshly baked BERTopic tutorial!🎉 This tutorial is tailored for social scientists who want to explore a corpus of documents just like with an LDA but with a new method that leverages LLMs. There you’ll read about the theory behind this technique and how to set up your own topic analysis.

Yet another tutorial: How to use LLM for Information Extraction tasks! This tutorial walks you through the IE task and provides guidelines to use this technique in your research. The tutorial is based on the article “From Codebooks to Promptbooks: Extracting Information from Text with Generative Large Language Models” by O. Stuhler, C. Dang Ton and É. Ollion.