Teaching
Cognitive science & linguistics
- Introduction to logic taught by Michael every winter term.
LLMs
- Understanding language models, taught and developed by Michael and Polina together with Carsten Eickhoff since summer term 2024. A predecessor course taught in summer term 2023 by Michael and Polina was LLMs: Implications for linguistics, cognitive science and society.
- Neural pragmatic natural language generation taught by Michael in winter term 2022.
- Compact courses on Reinforcement learning for LM training and LLM agents taught by Polina.
Resources
Web-based experiments
The framework_magpie based on vue.js for running web-based experiments with participants.
Other webbooks
- A webbook on probabilistic pragmatics.
- A webbook on Bayesian data analysis with R.
- A webbook on the probabilistic Language of Thought.
- A webbook on computational cognitive science.
Datasets
Annotated 3Dshapes dataset A3DS (image-text dataset comprising images of geometric shapes with different caption annotations).