Thesis Projects
Information about Diploma/Master thesis process
Open Theses
Running Theses
Knowledge Graph Construction from Biomedical Literature using Large Language Models
Fine-tuning pre-trained large language models (LLMs) enhances biomedical text mining. This thesis introduces a tool capable of performing tasks such as Named Entity Recognition (NER), Normalization (NEN), and Knowledge Graph Construction (KGC). A key research question explores how LLMs can address the challenges of named entity recognition, normalization, and relation extraction in biomedical contexts.Supervised fine-tuning LLMs for cybersecurity playbook translation
Prompt Engineering for Translating unstructured playbooks into CACAO standard with the help of Large Language Models
A Mixed Reality Agent as a Navigation Guide
Mixed reality agents are simulated humans which can be viewed and interacted with on mixed reality technologies. For conveying content in educational settings, mixed reality agents have a series of advantages. They are part of a mixture of virtual elements with the real world, which provides opportunities where the agent can refer to points and ...Frequent Learner Errors: NLP Insights into Automated Grading
This thesis aims to explore the realm of Natural Language Processing (NLP) in the context of automated grading systems, focusing specifically on identifying and analyzing frequent learner mistakes. With the increasing integration of technology in education, automated grading systems have gained prominence, but they often lack nuanced understanding and feedback provision. This research endeavors to ...
Completed Theses
Algorithmic Approaches to Overlapping Community Detection – PSO_LPA and Graph Visualization
Algorithmic Approaches to Overlapping Community Detection - PSO_LPA and Graph VisualizationIs there data? Repository approaches to simplify the search for reusable research data
The discovery of scientific knowledge has always been a continuous and exponentially growing process. As data-driven research generates massive amounts of datasets, there has been a growing awareness among researchers and institutions regarding the importance of making research data openly accessible. Making the underlying data freely accessible contributes to reproducibility and transparency in research and ...Moving from Ad-hoc to a Structured Testing Approach in a Graph Analysis and Community Detection Framework
Algorithmic Approaches to Overlapping Community Detection – Multiplex Networks
Algorithmic Approaches to Overlapping Community Detection - Multiplex NetworksAlgorithmic Approaches to Overlapping Community Detection – Protein-Protein Interaction Networks
Algorithmic Approaches to Overlapping Community Detection - Protein-Protein Interaction Networks