Browse by research area

  1. Published

    Proceedings of the Third International Workshop on Linked Data-driven Resilience Research 2023 (D2R2 2024)

    Holze, J. (ed.), Tramp, S. (ed.), Martin, M. (ed.), Auer, S. (ed.), Usbeck, R. (ed.) & Krdzavac, N. (ed.), 2024, Sun Site Central Europe (RWTH Aachen University). (CEUR Workshop Proceedings; vol. 3707)

    Research output: Books and anthologiesConference proceedingsResearch

  2. 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/worksArticle in conference proceedingsResearch

  3. 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/worksArticle in conference proceedingsResearchpeer-review

  4. Published

    Self-supervised Siamese Autoencoders

    Baier, F., Mair, S. & Fadel, S. G., 2024, Advances in Intelligent Data Analysis XXII: 22nd International Symposium on Intelligent Data Analysis, IDA 2024, Proceedings. Miliou, I., Papapetrou, P. & Piatkowski, N. (eds.). Springer Science and Business Media Deutschland GmbH, p. 117-128 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14641 LNCS).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  5. Published

    A Structure and Content Prompt-based Method for Knowledge Graph Question Answering over Scholarly Data

    Jiang, L., Yan, X. & Usbeck, R., 14.12.2023, Joint Proceedings of Scholarly QALD 2023 and SemREC 2023 co-located with 22nd International Semantic Web Conference ISWC 2023 : Athens, Greece, November 6-10, 2023. Banerjee, D., Usbeck, R., Mihindukulasooriya, N., Jaradeh, M. Y., Auer, S., Singh, G., Mutharaju, R. & Kapanipathi, P. (eds.). Aachen: Rheinisch-Westfälische Technische Hochschule Aachen, Vol. 3592. 7 p. 3. (CEUR Workshop Proceedings; vol. 3592).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  6. Emotions and Information Diffusion on Social Media: A Replication in the Context of Political Communication on Twitter

    Hagemann, L. & Abramova, O., 12.2023, In: AIS Transactions on Replication Research. 9, 19 p., 2.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  7. The effects of targeted political advertising on user privacy concerns and digital product acceptance: A preference-based approach

    Baum, K., Abramova, O., Meißner, S. & Krasnova, H., 12.2023, In: Electronic Markets. 33, 1, 17 p., 46.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  8. Sentiment, we-talk and engagement on social media: insights from Twitter data mining on the US presidential elections 2020

    Hagemann, L. & Abramova, O., 27.11.2023, In: Internet Research. 33, 6, p. 2058-2085 28 p.

    Research output: Journal contributionsConference article in journalResearchpeer-review

  9. Published

    Understanding the socio-technical aspects of low-code adoption for software development

    Naqvi, S. A. A., Zimmer, M. P., Rehan, S. & Drews, P., 05.11.2023, ECIS 2023 Proceedings. Aanestad, M., Klein, S. & Tarafdar, M. (eds.). AIS eLibrary, 17 p. 357. (Proceedings of European Conference on Information System (ECIS); vol. 2023).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  10. Published

    Hands in Focus: Sign Language Recognition Via Top-Down Attention

    Sarhan, N., Wilms, C., Closius, V., Brefeld, U. & Frintrop, S., 08.10.2023, 2023 IEEE International Conference on Image Processing, ICIP 2023 - Proceedings: Proceedings. Piscataway: IEEE Electromagnetic Compatibility Society, p. 2555-2559 5 p. (Proceedings - International Conference on Image Processing, ICIP).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  11. Published

    Inflation Narratives from a Machine Learning Perspective

    Möller, C., Huang, J., Weinig, M. V., Usbeck, R. & Fritsche, U., 01.10.2023, Digital Total - Computing & Data Science an der Universität Hamburg und in der Wissenschaftsmetropole Hamburg: Book of Abstracts. Semmann, M., Yimam, S. M., Schöning-Stierand, K. & Biemann, C. (eds.). Hamburg: Universitat Hamburg, p. 143 1 p.

    Research output: Contributions to collected editions/worksPublished abstract in conference proceedingsResearchpeer-review

  12. Published

    Sexismo no Brasil: Análise de um Word Embedding por meio de testes baseados em associação implícita

    Quadros dos Reis, V., 25.09.2023, BRAZILIAN SYMPOSIUM IN INFORMATION AND HUMAN LANGUAGE TECHNOLOGY (STIL). Caseli, H. & Finatto, M. J. B. (eds.). Sociedade Brasileira de Computação (SBC), p. 53-62 10 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  13. Published

    How Much Home Office is Ideal? A Multi-Perspective Algorithm

    Colley, M., Jansen, P., Matthiesen, J., Hoberg, H., Reger, C. & Thiermann, I., 20.09.2023, Proceedings of the 2nd Annual Meeting of the Symposium on Human-Computer Interaction for Work, CHIWORK 2023. Boll, S., Cox, A., Ludwig, T. & Cecchinato, M. E. (eds.). New York: Association for Computing Machinery, Inc, 12 p. 8. (ACM International Conference Proceeding Series).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  14. QALD-9-ES: A Spanish Dataset for Question Answering Systems

    Soruco, J., Collarana, D., Both, A. & Usbeck, R., 11.09.2023, Knowledge Graphs: Semantics, Machine Learning, and Languages: Proceedings of the 19th International Conference on Semantic Systems, 20-22 September 2023, Leipzig, Germany. Acosta, M., Peroni, S., Vahdati, S., Gentile, A. L., Pellegrini, T. & Kalo, J-C. (eds.). Amsterdam: IOS Press BV, p. 38-52 15 p. (Studies on the Semantic Web; vol. 56).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

  15. NFDI4DS Gateway and Portal

    Usbeck, R., Taffa, T. A., Veliz, R. A. G., Abdullah, R., Shams, N., Wentzel, B., Chen, Z. & Schimmler, S., 07.09.2023, In: Proceedings of the Conference on Research Data Infrastructure. 1, 4 p.

    Research output: Journal contributionsConference abstract in journalResearchpeer-review

  16. Biomedical Entity Linking with Triple-aware Pre-Training

    Yan, X., Möller, C. & Usbeck, R., 28.08.2023, (In preparation) Conference XXX. 6 p.

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearch

  17. Published

    Machine Learning Applications

    Arndt, N., Molitor, P. & Usbeck, R., 27.08.2023, In: IT - Information Technology. 65, 4-5, p. 139-141 3 p.

    Research output: Journal contributionsOther (editorial matter etc.)Research

  18. Published

    Understanding the first-offer conundrum: How buyer offers impact sale price and impasse risk in 26 million eBay negotiations

    Schweinsberg, M., Petrowsky, H. M., Funk, B. & Loschelder, D. D., 01.08.2023, In: Proceedings of the National Academy of Sciences (USA). 120, 32, e2218582120.

    Research output: Journal contributionsJournal articlesResearchpeer-review

  19. 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/worksArticle in conference proceedingsResearchpeer-review

  20. Published

    Parsing Causal Models – An Instance Segmentation Approach

    Scharfenberger, J. & Funk, B., 08.06.2023, Intelligent Information Systems - CAiSE Forum 2023, Proceedings. Cabanillas, C. & Pérez, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 43-51 9 p. (Lecture Notes in Business Information Processing; vol. 477 LNBIP).

    Research output: Contributions to collected editions/worksArticle in conference proceedingsResearchpeer-review

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