Projects

Grammar teaching with LLMs #

I am working on how to use the power of LLMs in a pedagogically reasonable way. Therefore, I investigated whether transformer-based embeddings represent grammar and text generation can be controlled in terms of grammar. You can find a course project on this topic on my GitHub.

InterestLearn #

I created InterestLearn, a language learning tool designed to engage students with personalized content and adaptive interaction. Check out the demo!

Prerequisite mining #

For my Master’s research seminar, I investigated prerequisite structures of knowledge concepts and how to extract them from textbooks, Wikipedia and LLMs. Preliminary results have shown that small language models are not that good at this task.