Professorship for Information Systems, in particular Artificial Intelligence and Explainability
Organisational unit: Professoship
Organisation profile
The research group on Artificial Intelligence and Explainability focuses on hybrid AI methods to make machines understand human-created data. That is, we combine modern, sub-symbolic machine learning approaches with symbolic knowledge engineering based on Knowledge Graphs to develop transparent AI systems. We focus on Knowledge Extraction, Speech Assistants, Question Answering, AI ethics, and more.
- 2025
- Published
HySQA: Hybrid Scholarly Question Answering
Taffa, T., Banerjee, D., Assabie, Y. & Usbeck, R., 26.08.2025, Linking Meaning: Semantic Technologies Shaping the Future of AI: Proceedings of the 21st International Conference on Semantic Systems, 3-5 September 2025, Vienna, Austria. Spahiu, B., Vahdati, S., Salatino, A., Pellegrini, T. & Havur, G. (eds.). Amsterdam: IOS Press BV, p. 247-263 17 p. (Studies on the Semantic Web; vol. 62).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
ASK-DBLP: Answering Questions over DBLP
Taffa, T., Neises, P., Ollinger, S., Westphal, P., Ackermann, M. R., Banerjee, D. & Usbeck, R., 02.11.2025, ISWC-C 2025, Industry, Doctoral Consortium, Posters and Demos at ISWC 2025: Joint Proceedings of Industry, Doctoral Consortium, Posters and Demos of the 24th International Semantic Web Conference (ISWC-C 2025), ISWC 2025 Companion Volume. Celino, I., Hassanzadeh, O., Bernstein, A., Noy, N., Cheng, G., Wang, S., Ferrada, S., Soulard, T., Kozaki, K., Takeda, H. & Gentile, A. L. (eds.). Aachen: Sun Site Central Europe (RWTH Aachen University), p. 435-440 6 p. D13. (CEUR Workshop Proceedings; vol. 4085).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
DBLP QuAD 2.0: Scholarly Natural Questions from SPARQL
Taffa, T., Neises, P., Ollinger, S., Westphal, P., Ackermann, M. R., Banerjee, D. & Usbeck, R., 09.12.2025, K-CAP '25: Proceedings of the 13th Knowledge Capture Conference 2025.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
LLM Agents for Georelating - A New Task for Locating Events
Moltzen, K., Huang, J. & Usbeck, R., 12.12.2025, Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems. New York, NY, USA: Association for Computing Machinery, p. 277–280 (SIGSPATIAL '25).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review