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Open Theses

Type Title + PDF Keywords Advisor(s)
BT / MT Constrained Counterfactual Explanations Explainable AI Christoph Düsing
MT Benchmarking Social Intelligence in Large Language Models

Large Language Models, Commonsense Knowledge

 Jan-Philipp Töberg
BT / MT Development of a knowledge management platform for visionary solutions and challenges in the implementation of R-strategies in circular construction Knowledge Management, Circular Economy, Circular Construction, R-strategies Basil Ell
MT Embodied Commonsense Reasoning with Fine-Tuned Models Commonsense Reasoning
(Large) Language Models

Jan-Philipp Töberg
BT / MT Benchmarking Embodied Commonsense Using Context-Specific Prompting Commonsense Reasoning
Large Language Models

Jan-Philipp Töberg

Running / Finished Theses

If you find a thesis particularly interesting despite it being already in progress, please feel free to reach out to the advisor. Often a similar topic can be found.

Type Title + PDF Keywords Advisor(s)
BT Extracting Object-Location Relations from a Knowledge Graph Knowledge Graph, Robotics Jan-Philipp Töberg
MT Federated Learning: Client Clustering with Soft Clusters Federated Learning Christoph Düsing
BT Generating Robot Manipulation Plans in Python Using LLMs Robotics, Large Language Models Jan-Philipp Töberg
BT / MT Indirectly Knowledge-Informed Word Embeddings Natural Language Processing, Knowledge Graph

Moritz Blum, Basil Ell
BT / MT Information extraction from material science literature Natural Language Processing, Knowledge Graph Moritz Blum, Basil Ell
BT Towards knowledge extraction: data acquisition and analysis of scientific literature Natural Language Processing, Knowledge Graph Moritz Blum, Basil Ell
BT / MT Word embedding space exploration Natural Language Processing Moritz Blum, Basil Ell
BT Recreating and Evaluating a Food Cutting Ontology Using OntoGPT Knowledge Graph, Large Language Models Jan-Philipp Töberg
BT Extracting Task-Specific Knowledge for Unknown Objects in Robot Manipulation Scenarios Knowledge Graph, Knowledge Extraction Jan-Philipp Töberg
BT / MT Determinants of Successful Federated Learning Federated Learning Christoph Düsing
BT / MT Mining Association Rules Rule Mining, Healthcare Philipp Cimiano, Basil Ell, Christoph Düsing
BT Close to or Far Away? Exploring Vague Spatial Adverbials Natural Language, User Study

Svenja Kenneweg
BT Prompt Revision for LLMs Large Language Models, Prompt Engineering, Fine Tuning

Felix Liedeker, Svenja Kenneweg
BT Exchanging Knowledge in Robot Manipulation Tasks Knowledge Extraction, Robotics

Jan-Philipp Töberg
BT Turning Annotated Recipe Data Into a Knowledge Graph Knowledge Graph

Jan-Philipp Töberg
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