Ricardo Usbeck
Prof. Dr.
                                - Informatics
 - Business informatics
 
Research areas
- 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
DBLPLink 2.0 -- An Entity Linker for the DBLP Scholarly Knowledge Graph
Banerjee, D., Taffa, T. A. & Usbeck, R., 30.07.2025Research output: other publications › Other › Research
 - Published
Automating SPARQL Query Translations between DBpedia and Wikidata
Bartels, M. C., Banerjee, D. & Usbeck, R., 14.07.2025, Linking Meaning: Semantic Technologies Shaping the Future of AI: Cover 74617 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.). IOS Press BV, p. 176-193 18 p. (Studies on the Semantic Web; vol. 62).Research output: Contributions to collected editions/works › Article in conference proceedings › Research
 - E-pub ahead of print
ShortPathQA: A Dataset for Controllable Fusion of Large Language Models with Knowledge Graphs
Salnikov, M., Sakhovskiy, A., Nikishina, I., Usmanova, A., Kraft, A., Möller, C., Banerjee, D., Huang, J., Jiang, L., Abdullah, R., Yan, X., Tutubalina, E., Usbeck, R. & Panchenko, A., 2026, Natural Language Processing and Information Systems: 30th International Conference on Applications of Natural Language to Information Systems, NLDB 2025, Proceedings. Ichise, R. (ed.). Springer Science and Business Media Deutschland, p. 95-110 16 p. (Lecture Notes in Computer Science; vol. 15836 LNCS).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
 - Published
Biomedical Entity Linking with Triple-aware Pre-Training
Yan, X., Möller, C. & Usbeck, R., 16.06.2025, Semantic Technologies and Deep Learning Models for Scientific, Technical and Legal Data 2025. Dessi, R., Jeenu, J., Dessi, D., Osborne, F. & Aras, H. (eds.). Aachen: CEUR-WS, 8 p. (CEUR Workshop Proceedings; vol. 3979).Research output: Contributions to collected editions/works › Article in conference proceedings › Research
 - Published
Bridge-Generate: Scholarly Hybrid Question Answering
Taffa, T. A. & Usbeck, R., 23.05.2025, WWW Companion 2025 - Companion Proceedings of the ACM Web Conference 2025: Companion Proceedings of the ACM Web Conference 2025, April 28-May 2, 2025 Sydney, NSW, Australia. Long, G., Blumestein, M., Chang, Y., Lewin-Eytan, L., Huang, H. & Yom-Tov, E. (eds.). New York: Association for Computing Machinery, Inc, p. 1321-1325 5 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
 - Published
Knowledge Graph Question Answering and Large Language Models
Banerjee, D., Hu, N., Tan, Y., Min, D., Wu, Y., Usbeck, R. & Qi, G., 17.03.2025, Handbook on Neurosymbolic AI and Knowledge Graphs. Hitzler, P., Dalal, A., Mahdavinejad, M. S. & Norouzi, S. S. (eds.). IOS Press BV, p. 466-531 66 p. ( Frontiers in Artificial Intelligence and Applications; vol. 400).Research output: Contributions to collected editions/works › Chapter
 - Published
Neuro-Symbolic Relation Extraction
Yan, X., Usmanova, A., Möller, C., Westphal, P. & Usbeck, R., 17.03.2025, Handbook on Neurosymbolic AI and Knowledge Graphs. Hitzler, P., Dalal, A., Mahdavinejad, M. S. & Norouzi, S. S. (eds.). IOS Press BV, p. 550-576 27 p. ( Frontiers in Artificial Intelligence and Applications; vol. 400).Research output: Contributions to collected editions/works › Chapter
 - Published
SH-CoDE: Scholarly Hybrid Complex Question Decomposition and Execution
Taffa, T. A. & Usbeck, R., 05.02.2025, Proceedings - 2025 19th International Conference on Semantic Computing, ICSC 2025: ICSC 2025, Laguna Hills, CA, USA, 3-5 February 2025; Proceedings. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., p. 128-135 8 p. 11036317. (Proceedings - IEEE International Conference on Semantic Computing, ICSC).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
 - Published
Junior fellows and distinguished dissertation of the GI and AI for crisis
Usbeck, R., Kraft, A. & Westphal, P., 01.02.2025, In: IT - Information Technology. 67, 1, p. 1-2 2 p.Research output: Journal contributions › Other (editorial matter etc.) › Research
 - Published
Analyzing the Influence of Knowledge Graph Information on Relation Extraction.
Möller, C. & Usbeck, R., 2025Research output: other publications › Other › Research
 - Published
Analyzing the Influence of Knowledge Graph Information on Relation Extraction
Möller, C. & Usbeck, R., 2025, The Semantic Web: 22nd European Semantic Web Conference, ESWC 2025 Portoroz, Slovenia, June 1–5, 2025 Proceedings, Part I. Curry, E., Acosta, M., Poveda-Villalón, M., van Erp, M., Ojo, A., Hose, K., Shimizu, C. & Lisena, P. (eds.). Cham: Springer Nature Switzerland AG, Vol. 1. p. 460-480 21 p. (Lecture Notes in Computer Science ; vol. 15718).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
 - Published
Best Practices in AI and Data Science Models Evaluation
Banerjee, D., Taffa, T. A. & Usbeck, R., 2025, 55. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2025: The Wide Open - Offenheit von Source bis Science, Potsdam, Germany, September 16-19, 2025. Lucke, U., Stieglitz, S., Uebernickel, F., Lamprecht, A.-L. & Klein, M. (eds.). Gesellschaft für Informatik, Bonn, Vol. P-366. p. 1211-1219 9 p. (LNI).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
 - Published
DISCIE–Discriminative Closed Information Extraction
Möller, C. & Usbeck, R., 2025, The Semantic Web – ISWC 2024 - 23rd International Semantic Web Conference, Proceedings. Demartini, G., Hose, K., Acosta, M., Palmonari, M., Cheng, G., Skaf-Molli, H., Ferranti, N., Hernández, D. & Hogan, A. (eds.). Cham: Springer Nature Switzerland AG, p. 23-40 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15232 LNCS).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
 - Published
NFDI4DS: Shared Tasks for Scholarly Document Processing
Ahmad, R. A., Abdulla, R., Taffa, T. A., Auer, S., Giglou, H. B., Borisova, E., Chen, Z., Dietze, S., D'Souza, J., Elwes, M., Gesese, G. A., Jiang, S., Kutafina, E., Mayr, P., Rehm, G., Sadruddin, S., Schimmler, S., Schneider, D., Silva, K., Upadhyaya, S. & Usbeck, R., 2025, 55. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2025: The Wide Open - Offenheit von Source bis Science, Potsdam, Germany, September 16-19, 2025. Lucke, U., Stieglitz, S., Uebernickel, F., Lamprecht, A.-L. & Klein, M. (eds.). Gesellschaft für Informatik, Bonn, Vol. P-366. p. 1195-1205 11 p. (LNI).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
 - Published
Ontology-Guided, Hybrid Prompt Learning for Generalization in Knowledge Graph Question Answering
Jiang, L., Huang, J., Moller, C. & Usbeck, R., 2025, Proceedings - 2025 19th International Conference on Semantic Computing, ICSC 2025. Institute of Electrical and Electronics Engineers Inc., p. 28-35 8 p. (Proceedings - IEEE International Conference on Semantic Computing, ICSC).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
 - 2024
 - Published
Creative spaces in computer science
Kohler, M., Usbeck, R. & Edinger, J., 12.2024, In: IT - Information Technology. 66, 2-3, p. 39-41 3 p.Research output: Journal contributions › Other (editorial matter etc.) › Research
 - Published
Bridging the Gap: Generating a Comprehensive Biomedical Knowledge Graph Question Answering Dataset
Yan, X., Westphal, P., Seliger, J. & Usbeck, R., 16.10.2024, ECAI 2024 : 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain; including 13th Conference on Prestigious Applications of Intelligent Systems (PAIS 2024), Proceedings. Endriss, U., Melo, F. S., Bach, K., Diz, A. J. B., Alonso-Moral, J. M., Barro, S. & Heintz, F. (eds.). Amsterdam: IOS Press BV, p. 1198-1205 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 392).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
 - Published
Entity Linking with Out-of-Knowledge-Graph Entity Detection and Clustering Using Only Knowledge Graphs
Möller, C. & Usbeck, R., 11.09.2024, Knowledge Graphs in the Age of Language Models and Neuro-Symbolic AI- : Proceedings of the 20th International Conference on Semantic Systems, 17-19 September 2024, Amsterdam, The Netherlands. Salatino, A. A., Alam, M., Ongenae, F., Vahdati, S., Gentile, A. L., Pellegrini, T. & Jiang, S. (eds.). Amsterdam: IOS Press BV, p. 88-105 18 p. (Studies on the Semantic Web; vol. 60).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
 Proceedings of TextGraphs-17: Graph-based Methods for Natural Language Processing: The 62nd Annual Meeting of the Association of Computational Linguistics; August 15, 2024; TextGraphs @ ACL 2024
Ustalov, D. (Editor), Gao, Y. (Editor), Pachenko, A. (Editor), Tutubalina, E. (Editor), Nikishina, I. (Editor), Ramesh, A. (Editor), Sakhovskiy, A. (Editor), Usbeck, R. (Editor), Penn, G. (Editor) & Valentino, M. (Editor), 01.08.2024, Kerrville: Association for Computational Linguistics (ACL). 162 p.Research output: Books and anthologies › Conference proceedings › Research
