Browse by research area

  1. 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/worksConference contributionpeer-review

  2. 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/worksArticle in conference proceedingsResearchpeer-review

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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/worksArticle in conference proceedingsResearchpeer-review

  8. 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

  9. 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

  10. 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

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