The Knowledge-aware AI group has limited capacity for project and thesis topics (research projects within BSc. and MSc. studies at TUD, final theses, PhD theses, etc.). Below is an incomplete list of possible topics. We are also open to your own topic suggestions around the themes of LLMs, KGs, and knowledge-aware AI. For expressions of interest, or further questions, email Simon Razniewski. Please make sure to attach a current transcript.
ID | Level | Topic | Keywords |
---|---|---|---|
1 | B.Sc./M.Sc. | Eliciting large sets from LLMs: What works and what doesn’t | Large-scale prompting |
2 | B.Sc./M.Sc. | Generational awareness of LLMs | Commonsense KB construction and evaluation |
3 | B.Sc./M.Sc. | LLM-based garden planning (w/ Gardomat GbR) | Structured content parsing and creation |
4 | B.Sc./M.Sc. | Taxonomy and action item extraction from legal frameworks (w/ Xpect AG) | Information extraction |
5 | M.Sc. | Making LLMs entity-aware | Entities and knowledge bases |
6 | M.Sc. | Estimating object set sizes with LLMs and species sampling techniques | Entities and statistics |
7 | M.Sc./PhD | Large-scale KB construction from LLMs | LLMs, KBs |
8 | M.Sc./PhD | Multi-valued LLM editing | LLMs, KBs |