Thesis & Project Topics
Below you will find a list of the group members with their respective research focuses, as well as the open, ongoing and already completed theses and student projects.
If you are interested in a particular focus, simply approach the respective person - often a suitable topic can be found.
- Karolina Czok
Research Topics:
- NLP for (Bio)medicine
- Gender Bias and Fairness in Language Models
- Uncertainty and Disagreement in Clinical Language Models
- Human Interaction with Conversational AI
- Evaluation of LLMs
- Hallucinations
- NLP for Slavic Languages
Interested? Please reach out to:
karolina.czok[at]uni-bielefeld[dot]de- Christoph Düsing
Research Topics:
- Federated Learning
- Distributed Learning
- Explainable AI (SHAP, Counterfactual Explanations)
- Clinical Decision Support
- Distributed Data Analytics
- Privacy-preserving Data Science
Running / Finished Theses Topics:
- Constrained Counterfactual Explanations [BT, MT]
- Determinants of Successful Federated Learning [BT, MT]
- Federated Learning: Client Clustering with Soft Clusters [MT]
- Mining Association Rules [BT, MT]
Interested? Please reach out to:
cduesing[at]techfak[dot]uni-bielefeld[dot]de- Basil Ell
Research Topics:
- (RDF) graph mining
- Association rules
- Rule mining
- Relation extraction
- Event extraction
- Preference prediction / recommendation
- Entity classification
- Ontology learning
- Structure generation
- Semantic parsing
- Link prediction
- Table understanding
Running / Finished Theses Topics:
- Development of a knowledge management platform for visionary solutions and challenges in the implementation of R-strategies in circular construction [BT, MT]
- Indirectly Knowledge-Informed Word Embeddings [BT, MT]
- Information extraction from material science literature [BT, MT]
- Mining Association Rules [BT, MT]
- Towards knowledge extraction: data acquisition and analysis of scientific literature [BT]
- Word embedding space exploration [BT, MT]
Interested? Please reach out to:
bell[at]techfak[dot]uni-bielefeld[dot]de- Marcel Geromel
- David Schmidt
Research Topics:
- Question Answering over Linked Data
- Lexcial Knowledge
- Compositionality in AI
- Structure Generation
- Information Extraction
- Social Media Listening for Quality of Life Estimation
Open Theses Topics
Running / Finished Theses Topics:
Interested? Please reach out to:
daschmidt[at]techfak[dot]uni-bielefeld[dot]de- Viju Sudhi