Ricardo Usbeck
Prof. Dr.

- Informatics
- Business informatics
Research areas
The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing
Banerjee, D., Nair, P., Usbeck, R. & Biemann, C., 01.07.2023, Findings of the Association for Computational Linguistics: ACL 2023 : July 9-14, 2023. Rogers, A., Boyd-Graber, J. L. & Okazaki, N. (eds.). Stroudsburg: Association for Computational Linguistics (ACL), p. 12219-12228 10 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
The Lifecycle of "Facts'': A Survey of Social Bias in Knowledge Graphs
Kraft, A. & Usbeck, R., 01.11.2022, Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing: Volume 1: Long Papers. He, Y., Ji, H., Li, S., Liu, Y. & Chang, C.-H. (eds.). Stroudsburg: Association for Computational Linguistics (ACL), Vol. 1. p. 639-652 14 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
The Ethical Risks of Analyzing Crisis Events on Social Media with Machine Learning
Kraft, A. & Usbeck, R., 2023, Data-driven Resilience Research 2022: Proceedings of the International Workshop on Data-driven Resilience Research 2022. Arndt, N., Gründer-Fahrer, S., Holze, J., Martin, M. & Tramp, S. (eds.). Sun Site Central Europe (RWTH Aachen University), Vol. 3376. 11 p. (CEUR Workshop Proceedings; vol. 3376).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
TextGraphs 2024 Shared Task on Text-Graph Representations for Knowledge Graph Question Answering
Sakhovskiy, A., Salnikov, M., Nikishina, I., Usmanova, A., Kraft, A., Möller, C., Banerjee, D., Huang, J., Jiang, L., Abdullah, R., Yan, X., Ustalov, D., Tutubalina, E., Usbeck, R. & Panchenko, A., 01.08.2024, Proceedings of TextGraphs-17: Graph-based Methods for Natural Language Processing: Graph-Based Methods for Natural Language Processing, 62nd Annual Meeting of the Association of Computational Linguistics. Ustalov, D., Gao, Y., Pachenko, A., Tutubalina, E., Nikishina, I., Ramesh, A., Sakhovskiy, A., Usbeck, R., Penn, G. & Valentino, M. (eds.). Kerrville: Association for Computational Linguistics (ACL), p. 116-125 10 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Template-based Question Answering using Recursive Neural Networks
Athreya, R. G., Bansal, S. K., Ngomo, A. C. N. & Usbeck, R., 01.2021, Proceedings - 2021 IEEE 15th International Conference on Semantic Computing, ICSC 2021. Institute of Electrical and Electronics Engineers Inc., p. 195-198 4 p. 9364639. (Proceedings - 2021 IEEE 15th International Conference on Semantic Computing, ICSC 2021).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
Survey on English Entity Linking on Wikidata: Datasets and approaches
Möller, C., Lehmann, J. & Usbeck, R., 26.09.2022, In: Semantic Web. 13, 6, p. 925-966 42 p.Research output: Journal contributions › Journal articles › Research › peer-review
Survey on challenges of Question Answering in the Semantic Web
Höffner, K., Walter, S., Marx, E., Usbeck, R., Lehmann, J. & Ngonga Ngomo, A. C., 07.08.2017, In: Semantic Web. 8, 6, p. 895-920 26 p.Research output: Journal contributions › Journal articles › Research › peer-review
- Published
Surveying the FAIRness of Annotation Tools: Difficult to find, difficult to reuse
Borisova, E., Abu Ahmad, R., Garcia-Castro, L. J., Usbeck, R. & Rehm, G., 01.03.2024, LAW 2024 - 18th Linguistic Annotation Workshop, Co-located with EACL 2024 - Proceedings of the Workshop: Proceedings of the Workshop. Henning, S. & Stede, M. (eds.). Stroudsburg: Association for Computational Linguistics (ACL), p. 29-45 17 p.Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
- Published
Structuring Sustainability Reports for Environmental Standards with LLMs guided by Ontology
Usmanova, A. & Usbeck, R., 2024, ClimateNLP 2024 - 1st Workshop on Natural Language Processing Meets Climate Change, Proceedings of the Workshop. Stammbach, D., Ni, J., Schimanski, T., Dutia, K., Singh, A., Bingler, J., Christiaen, C., Kushwaha, N., Muccione, V., Vaghefi, S. A. & Leippold, M. (eds.). Association for Computational Linguistics (ACL), p. 168-177 10 p. (ClimateNLP 2024 - 1st Workshop on Natural Language Processing Meets Climate Change, Proceedings of the Workshop).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
SemREC-SMART 2022: Joint Proceedings of SemREC 2022 and SMART 2022
Singh, G. (Editor), Mutharaju, R. (Editor), Kapanipathi, P. (Editor), Mihindukulasooriya, N. (Editor), Dubey, M. (Editor), Usbeck, R. (Editor) & Banerjee, D. (Editor), 2023, Aachen: CEUR-WS.org. 77 p. (CEUR Workshop Proceedings; vol. 3337)Research output: Books and anthologies › Conference proceedings › Research