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Professorship for Information Systems, in particular Artificial Intelligence and Explainability

Organisational unit: Professoship

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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.

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  1. 2024
  2. Published

    D2R2 2024: Linked Data-driven Resilience Research 2024: Proceedings of the Third International Workshop on Linked Data-driven Resilience Research (D2R2'24) co-located with European Semantic Web Conference 2024 (ESWC 2024), May 27, 2024

    Holze, J. (Editor), Tramp, S. (Editor), Martin, M. (Editor), Auer, S. (Editor), Usbeck, R. (Editor) & Krdzavac, N. (Editor), 2024, Aachen: Rheinisch-Westfaelische Technische Hochschule Aachen. (CEUR Workshop Proceedings; vol. 3707)

    Research output: Books and anthologies › Conference proceedings › Research

  3. In preparation

    Hybrid-SQuAD: Hybrid Scholarly Question Answering Dataset

    Taffa, T. A., Banerjee, D., Assabie, Y. & Usbeck, R., 2024, (In preparation)

    Research output: other publications › Other › Research

  4. Published

    Incorporating Type Information into Zero-Shot Relation Extraction

    Möller, C. & Usbeck, R., 2024, TEXT2KG 2024 and DQMLKG 2024 : 3rd International workshop one knowledge graph generation from text. Data Quality meets Machine Learning and Knowledge Graphs 2024. Tiwari, S., Mihindukulasooriya, N., Osborne, F., Kontokostas, D., D'Souza, J., Kejriwal, M., Pellegrino, M. A., Rula, A., Labra Gayo, J. E., Cochez, M. & Alam, M. (eds.). Aachen: Sun Site Central Europe (RWTH Aachen University), 10 p. (CEUR Workshop Proceedings; vol. 3747).

    Research output: Contributions to collected editions/works › Conference contribution › peer-review

  5. Published

    Low Resource Question Answering: An Amharic Benchmarking Dataset: An Amharic Benchmarking Dataset

    Taffa, T. A., Assabie, Y. & Usbeck, R., 2024, The Fifth Workshop on Resources for African Indigenous Languages @LREC-COLING-2024 (RAIL): Workshop Proceedings. Mabuya, R., Matfunjwa, M., Setaka, M. & van Zaanen, M. (eds.). Paris: European Language Resources Association (ELRA), p. 124-132 9 p. (LREC proceedings)( International conference on computational linguistics).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  6. Published

    Master of Disaster: A Disaster-Related Event Monitoring System From News Streams

    Huang, J. & Usbeck, R., 2024

    Research output: other publications › Other › Research

  7. Published

    Narration as Functions: from Events to Narratives

    Huang, J. & Usbeck, R., 2024, WNU 2024 - 6th Workshop on Narrative Understanding: Proceedings of the Workshop. Lal, Y. K., Clark, E., Iyyer, M., Chaturvedi, S., Brei, A., Brahman, F. & Chandu, K. R. (eds.). Miami, Florida: Association for Computational Linguistics (ACL), p. 1-7 7 p. (WNU 2024 - 6th Workshop on Narrative Understanding, Proceedings of the Workshop).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  8. In preparation

    Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge

    Usmanova, A., Huang, J., Banerjee, D. & Usbeck, R., 2024, (In preparation) Sustainable AI Conference 2023: Sustainable AI Across Borders: Conference Proceedings. Vol. abs/2408.01453.

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research

  9. Published

    Revisiting Supervised Contrastive Learning for Microblog Classification

    Huang, J. & Usbeck, R., 2024, The 2024 Conference on Empirical Methods in Natural Language Processing: Proceedings of the Conference; November 12-16, 2024. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Kerrville: Association for Computational Linguistics, p. 15644-15653 10 p.

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  10. Published

    Scholarly Question Answering Using Large Language Models in the NFDI4DataScience Gateway

    Babaei Giglou, H., Taffa, T. A., Abdullah, R., Usmanova, A., Usbeck, R., D’Souza, J. & Auer, S., 2024, Natural Scientific Language Processing and Research Knowledge Graphs - 1st International Workshop, NSLP 2024, Proceedings. Rehm, G., Dietze, S., Schimmler, S. & Krüger, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-18 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14770 LNAI).

    Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

  11. 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

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  4. Rezension zu Lehnert, Detlef (Hrsg.): Demokratiekultur in Europa. Politische Repräsentation im 19. und 20. Jahrhundert, Böhlau 2011
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  6. Do investors value the inclusion in sustainability indices? - Evidence from an event study based on the FTSE4Good Europe Index
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  9. How to get really smart: Modeling retest and training effects in ability testing using computer-generated figural matrix items
  10. THE RADICAL ROLE OF INFORMATION TECHNOLOGIES IN POLITICAL IMAGINATION AND PRODUCTION OF COMMON FUTURE IN BELARUSIAN PROTESTS
  11. Die Entwicklung eines Theorie-Praxisseminars mit multiperspektivischen Unterrichtsvideos an der Leuphana Universität Lüneburg
  12. Verständnis und Messung sozialer und positiver Nachhaltigkeitswirkungen: Erkenntnisse aus Literatur, Praxis und Delphi Studien
  13. Cost-benefit ratio and empirical examination of the acceptance of heathland maintenance in the Lueneburg Heath nature reserve
  14. Michael Korthaus: Kreuzestheologie. Geschichte und Gehalt eines Programmbegriffs in der evang. Theologie, BHTh 142, Tübingen 2007
  15. Fostering students’ participation in the implementation of the sustainable development goals at higher education institutions
  16. „Protonen bei chemischen Reaktionen?“ – didaktische Rekonstruktion des Säure-Base-Konzepts nach Brønsted für die Sekundarstufe II
  17. Comparing the fatigue performance of Ti-4Al-0.005B titanium alloy T-joints, welded via different friction stir welding sequences
  18. On the Differential and Shared Effects of Leadership for Learning on Teachers’ Organizational Commitment and Job Satisfaction
  19. Technische, betriebswirtschaftliche und rechtlichte Analyse des Einsatzes regionaler virtueller Kraftwerke in der Region Nord
  20. Predictive mapping of species richness and plant species' distributions of a peruvian fog oasis along an altitudinal gradient
  21. Application of neural network for correction of hole drilling plasticity effect when measuring LSP induced residual stresses
  22. Arendt i Kant: ravnopravni drugi i “prosireni nacin misljenja“ (Arendt and Kant: the Equal Others and an “Extended Way of Thinking”)
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  24. Intra- and interspecific tree diversity promotes multitrophic plant–Hemiptera–ant interactions in a forest diversity experiment
  25. The Human Aspect of Cross-Border Acquisition Outcomes: The Role of Management Practices, Employee Emotions, and National Culture
  26. Rezension von: Standhartinger, Angela: Handbuch zum Neuen Testament. 11,1, Der Philipperbrief, Mohr Siebeck 2021, ISBN 9783161601026.
  27. Editorial: Governance for Sustainable Development in the Face of Ambivalence, Uncertainty and Distributed Power: an Introduction
  28. Internetbasierte Ansätze in der Prävention und Behandlung von depressiven Beschwerden bei Jugendlichen und jungen Erwachsenen
  29. Chronological and sedimentological investigations of the Late Pleistocene succession in Osterbylund (Schleswig-Holstein, Germany)
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