Topics for graduate theses
In my current research topics, there are always opportunities to find topics for theses. If you are interested, simply contact me.
Supervision
Sehadije Bakija (2023, Master's thesis - MSc IMIT DA): Multilingual Transfer Learning for Hate Speech Detection.
Leon Rostek (2023, Master's thesis - MSc IMIT): Maschinelles Lernen von Hate-Speech-Erkennung durch Adversarial Correction mit Emotionserkennung.
Markus Bertram (2022, Master's thesis - MSc IMIT DA): Cross-Dataset Generalization of German Hate Speech Datasets.
Katharina Krüger (2022, Master's thesis - MSc IMIT): Korpusbasierte Analyse von historischen Schulbüchern mit Deep Learning und Natural Language Processing.
Kübra Boguslu (2021, Bachelor's thesis - BA IIM): Entwicklung und Evaluierung eines E-Learning Systems für Grundschulkinder zum Umgang mit Hassrede.
Lukas Sontheimer (2021, Master's thesis - MA IIM-IW): Informationelle Selbstbestimmung durch Explainable Artificial Intelligence (XAI) - Entwicklung eines prototypischen Feedbacksystems für die Hate-Speech-Erkennung.
Ilja Alekseev (2021, Bachelor's thesis - BA IIM): Strukturelle Analyse von Hate Speech.
Jana Turowski (2020, Bachelor's thesis - BA IIM): Topic Modeling - Softwaregestützte Analyse und Evaluierung von Topic Models deutschsprachiger Hassrede Korpora aus Social Media.
Teaching
SS 2024
Applications of Neural Networks in Computational Linguistics and Information Science (Hauptseminar, 4380)
with Prof. Mandl
Natural Language Processing: Methods for Dealing with Words (Projektseminar, 4379)
with Prof. Heid and Prof. Wartena
WS 2023/24
Computational Analysis of Social Media Texts (Hauptseminar, 4380)
SS 2023
Applications of Neural Networks in Computational Linguistics and Information Science (Hauptseminar, 4380)
with Prof. Mandl
Natural Language Processing: Methods for Dealing with Words (Projektseminar, 4379)
with Prof. Heid and Prof. Wartena
WS 2022/23
Computational Analysis of Social Media Texts (Hauptseminar, 4380)
SS 2022
Applications of Neural Networks in Computational Linguistics and Information Science (Hauptseminar, 4380)
with Prof. Mandl
Natural Language Processing: Computing Meaning (Projektseminar, 4379; Vorlesung mit Übung, 3110)
with Prof. Heid and Prof. Wartena
Resources in Computational Linguistics: Scientific Corpus Analyses (Projektseminar, 4380)
WS 2021/22
Resources in Computational Linguistics: Research Papers and their Collection in Corpora (Hauptseminar, 4382)
SS 2021
Applications of Neural Networks in Computational Linguistics and Information Science (Hauptseminar, 4380)
with Prof. Mandl
Natural Language Processing: Methods for Dealing with Words (Projektseminar, 4379)
with Prof. Heid and Prof. Wartena
WS 2020/21
Computational Analysis of Social Media Texts (Hauptseminar, 4380)
Seminar Natural Language Processing: corpus linguistics - Hate Speech (Proseminar, 4326)
with Dr. Jaki
SS 2020
Applications of Neural Networks in Computational Linguistics and Information Science (Hauptseminar, 4380)
with Prof. Mandl
Project Seminar: Analyzing large amounts of language data (Projektseminar, 4379)
with Prof. Heid and Prof. Wartena
WS 2019/20
Seminar MSV: Corpus linguistics (Proseminar, 4326)
SS 2019
Seminar MSV: Corpus linguistics (Proseminar, 4321)
Project Seminar: Analyzing large amounts of language data (Projektseminar, 4379)
with Prof. Heid and Prof. Wartena