Institute for Data, Process and Knowledge Management (AE Polleres)

A Benchmark and Field Study on the Use of LLMs and RAG for Harmonizing Job Descriptions in the Austrian Federal Administration
Ferranti, N., Mild, A. & Sobernig, S., 2026, (Accepted/In press) Proceedings of the 3rd ELMKE: Evaluation of Language Models in Knowledge Engineering Workshop co-located with ESWC 2026.
Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
Agentic AI, Context Engineering and Knowledge Graphs: Current Approaches, Challenges and Opportunities
Karki, N., Pandey, M., Tiwari, S., Mihindukulasooriya, N., Groppe, S. & Dobriy, D., Feb 2026, (Accepted/In press) Proceedings of QuaLLM-KG 2026. 10 p.
Publication: Chapter in book/Conference proceeding › Contribution to conference proceedings
Agentic SPARQL: Evaluating SPARQL-MCP-powered Intelligent Agents on the Federated KGQA Benchmark
Dobriy, D., Bauer, F., Azzam, A., Banerjee, D. & Polleres, A., Jan 2026, 10 p. (Working Papers on Information Systems, Information Business and Operations; No. 01/2026).
Publication: Working/Discussion Paper › Working Paper/Preprint

Open Access
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Conversational Search and Discovery for Vienna’s Cultural Archives
Vakulenko, S. (PI - Project head) & Bracher, A. (researchers )
1/09/26 → 31/08/27
Project: Research funding
Knowledge Representation Learning for Large Language Models
Vakulenko, S. (PI - Project head), Polleres, A. (researchers ), Sabou, M. (researchers ), Kirrane, S. (researchers ), Disselbacher-Kollmann, K. (Contact person for administrative matters), Wyk, D. (Contact person for administrative matters), Bracher, A. (researchers ) & Sadiri Javadi, V. (researchers )
1/06/25 → 31/05/33
Project: Internal projects
BILAI: Bilateral AI Clusters of Excellence (COE)
Polleres, A. (PI - Project head), Disselbacher-Kollmann, K. (Contact person for administrative matters), Kirrane, S. (researchers ), Ekaputra, F. J. (researchers ), Sabou, M. (researchers ), Wlömert, N. (researchers ), Hornik, K. (researchers ), Akaichi, I. (researchers ), Dobriy, D. (researchers ), Ekaputra, F. J. (researchers ), Ferranti, N. (researchers ), Grünsteidl, M. N. (researchers ), Maly, J. (researchers ), Prock, A. (researchers ), Vazquez, M. (researchers ), Wyk, D. (Contact person for administrative matters), Nair, V. (researchers ), Kook, L. (researchers ), Kiesling, E. (researchers ), Rincon-Yanez, D. (researchers ), Bauer, F. (researchers ), Mudugamuwa Hewage, M. H. (researchers ) & Vakulenko, S. (researchers )
1/10/24 → 30/09/29
Project: Research funding

3rd International Workshop on Retrieval-Augmented Generation Enabled by Knowledge Graphs, RAGE-KG 2026
Dobriy, D. (Chair)
25 Oct 2026 → 29 Oct 2026
Activity: Event participation/organisation › Participation in conference/workshop/congress
Symbolic and Generative AI for Science (SGA4S 2026)
Dobriy, D. (Organiser)
15 Sept 2026 → 17 Sept 2026
Activity: Event participation/organisation › Participation in conference/workshop/congress
22nd International Conference on Semantic Systems
Dobriy, D. (Organiser)
15 Sept 2026 → 26 Sept 2026
Activity: Event participation/organisation › Organisation of conference/workshop/congress

Graves' Disease Chatbot Dataset in Bahasa Indonesia
Muharram, A. P., Ekaputri, A. P., Fu, W., Haryono, H. P. & Situmorang, A. G. P., Harvard Dataverse, 2022
DOI: 10.7910/DVN/LNWKPY
Dataset

Collaborations and top research areas from the last five years