Student Thesis Supervision

Latest student thesis topics.

We offer supervision for student theses on various topics, including (but not limited to) the following areas of research:

No. Topic Title Field(s) Contact
1 GPT-3, BERT & Co.: When to Use Which Language Model? Large Language Models, NLP Michael Färber
2 Using Quantum Computing in Natural Language Processing Quantum Computing, NLP Michael Färber
3 Alles nur Show? Ein automatischer Vergleich von Nachrichten vor der Bundestagswahl mit dem Koalitionsvertrag mittels Natural Language Processing NLP, Text Analysis, Political Communication Michael Färber
4 Creating a Dataset of Textual Descriptions of Planned Actions and Expectations of Entities Dataset Creation, NLP Michael Färber
5 Creating a Multimodal Dataset of Actions Labeled with Their Expected Durations Multimodality, Dataset Creation Michael Färber
6 Creating a Dataset of Complex Temporal Questions for Testing Large Language Models (LLMs) Dataset Creation, NLP, LLMs Michael Färber
7 Advanced Multi-Modality Learning in Electronic Health Records for Personalized Medical Recommendations Multi-Modality, Health Informatics, Machine Learning Michael Färber
8 Fusing RDF Knowledge Graphs with Deep Learning for Advanced Recommender Systems Knowledge Graphs, Deep Learning, Recommender Systems Michael Färber
9 Extending the RDF Knowledge Graph SemOpenAlex.org Knowledge Graphs Michael Färber
10 Large Language Model-Enhanced Graph Message Passing Network for Link Prediction Graph Neural Networks, LLMs Michael Färber
11 Stock Market Predictions Through Deep Learning Machine Learning, Financial Analytics Michael Färber
12 Designing and Executing a Large-Scale User Study on Scientific Text Simplification NLP, User Studies Michael Färber
13 Function-Aware Citation Retrieval and Generation Citation Retrieval, Text Generation, NLP, LLMs tobias.schreieder@tu-dresden.de
14 Uncovering the Dark Side of Large Language Models: Bias, Harm, and Toxicity AI Ethics, Bias, LLMs, NLP shuzhou.yuan@tu-dresden.de
15 LLM Reasoning for Interpolation of Knowledge Gaps in External Contexts for RAG Retrieval-Augmented Generation, LLM Reasoning, Information Retrieval tim.schopf@tu-dresden.de
16 Reinforcement Learning from Human Feedbacks for LLM Reasoning: Cr*p or Gold? RLHF, LLM Reasoning, Reinforcement Learning, NLP zhan.qu@kit.edu
17 Explain the Unexplainable: Reinforcement Learning meets Temporal Graph Neural Networks Temporal Graph Neural Networks, Explainable AI, Reinforcement Learning zhan.qu@kit.edu
18 Explain the invisible: RL meets 3D Point Clouds for Wake Vortex Detection Reinforcement Learning, 3D Vision, Explainable AI, Aviation Safety zhan.qu@kit.edu
19 Reasoning Language Models go Multimodal Multimodal, LLM Reasoning, Vision-Language Integration nicholas.popovic@tu-dresden.de

Important:
We’re seeking motivated students interested in turning their research into scientific publications. You’re welcome to choose a topic that aligns with your interests. Then, reach out to the corresponding contact person and include the following in your email: (1) CV (2) Transcript of records (3) A short statement highlighting your skills and motivation for choosing the topic.

We look forward to collaborating with you!

Prof. Dr.-Ing. Michael Färber has supervised over 50 Bachelor and Master theses and welcomes applications from both English- and German-speaking students. Many exciting thesis topics are available, including opportunities to study abroad through our partner institutions (e.g., in Japan), with the aim of co-authoring scientific papers based on your research. In the past, dedicated DAAD funding possibilities have supported our innovative projects through the IFI framework. For more details, feel free to reach out 📧

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