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. (Hrsg.). Springer Science and Business Media Deutschland, S. 95-110 16 S. (Lecture Notes in Computer Science; Band 15836 LNCS).

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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. (Hrsg.). IOS Press BV, S. 550-576 27 S. ( Frontiers in Artificial Intelligence and Applications; Band 400).

Publikation: Beiträge in Sammelwerken › Kapitel

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. (Hrsg.). Association for Computational Linguistics (ACL), S. 168-177 10 S. (ClimateNLP 2024 - 1st Workshop on Natural Language Processing Meets Climate Change, Proceedings of the Workshop).

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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 Vorbereitung) Sustainable AI Conference 2023: Sustainable AI Across Borders: Conference Proceedings. Band abs/2408.01453.

Publikation: Beiträge in Sammelwerken › Aufsätze in Konferenzbänden › Forschung

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. (Hrsg.). Kerrville: Association for Computational Linguistics (ACL), S. 116-125 10 S.

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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. (Hrsg.). Springer Science and Business Media Deutschland, S. 3-18 16 S. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Band 14770 LNAI).

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