Teaching

Regularly and Recently taught at University of Bamberg

• Seminar Large Language Models for Natural Language Understanding (WS2024/2025), M.Sc. [evaluations]
• Lecture Natural Language Understanding (WS2024/2025), B.Sc. [evaluations]
• Lecture Information Retrieval and Text Mining (SS2024, SS2025), B.Sc.+M.Sc. [evaluations]
• Lecture Emotion Analysis (SS2024, SS2025), M.Sc. [evaluations]
• Project Multilevel Retrieval (SS2025, with Sean Papay), M.Sc.

Tutorials/Summer Schools

• Tutorial: “Emotion Analysis” at EACL 2023, Dubrovnik (with Sanja Stajner)
• Uncertainty in Artifical Intelligence – Introduction to probabilistic graphical models, CITEC-Summer School 2013 Workshop

Regularly taught at University of Stuttgart

• Information Retrieval and Text Mining (WS2014/2015 - WS2023/2024) evaluations
• Algorithmisches Sprachverstehen/Natural Language Understanding (SS2015 - SS2023) evaluations
• Computational Linguistics Team Lab NLP evaluations
• Emotion Analysis (WS2016/2017 - WS2022/2023) evaluations

Courses at other occasions

• Statistical Emotion Analysis, Institute of Linguistics, University of Malta (one week in 2019)
• Probabilistic Graphical Models for Natural Language Processing, Institute of Linguistics, University of Malta (two weeks each in 2017 and 2018)
• Sommerakademie “Talent im Land”, with Wiltrud Kessler (evaluation)

Older and/or less frequently tought courses

• Projektarbeit “Corona-Skeptizismus auf Telegram”, M.A. Digital Humanities (SS2021, with Malte Heckelen, Uni Stuttgart)
• Biomedical Natural Language Processing (WS 2017/2018, Uni Stuttgart) evaluations
• Probabilistic Graphical Models for Natural Language Processing (SS2015 - SS2017) evaluations
• Praxisprojekt Emotion Analysis (SS2016)
• Projekt Natural Language Processing (WS2014/2015)
• Lecture: Statistical Natural Language Processing, with John McCrae, Summer Term 2014, Bielefeld University
• Master’s Project (ISY Project). LPPBA - A large-scale processing pipeline for information extraction from biomedical articles with an application to spinal chord injury treatment”, with Philipp Cimiano, Matthias Hartung, Winter Term 2013/2014 and Sommer Term 2014, Bielefeld University
• Maximum Entropy Classifiers, Sentiment Analysis, Guest Lectures in Andrew McCallum’s NLP class, Winter term 2013, UMass Amherst
• Seminar: Sentiment Analysis and Opinion Mining, Summer Term 2013, Bielefeld University
• Seminar Knowledge Discovery Technologies, with Martin Hofmann-Apitius and Philipp Senger, Winter Terms 2011/2012 and 2012/2013, B-IT, University of Bonn
• Life Science Knowledge Discovery, with Martin Hofmann-Apitius and Juliane Fluck, Winter Terms 2007–2012, B-IT, University- of Bonn