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433 Publications
2024 | Book Chapter | LibreCat-ID: 56214
Li, J., Satheesh, S., Heindorf, S., Moussallem, D., Speck, R., & Ngonga Ngomo, A.-C. (2024). AutoCL: AutoML for Concept Learning. In Communications in Computer and Information Science. The 2nd World Conference on eXplainable Artificial Intelligence, Malta, Valletta. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-63787-2_7
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| DOI
2024 | Book Chapter | LibreCat-ID: 56581
Gusmita, R. H., Abshar, M. F. A., Moussallem, D., & Ngonga Ngomo, A.-C. (2024). IndEL: Indonesian Entity Linking Benchmark Dataset for General and Specific Domains. In Lecture Notes in Computer Science. The 29th Annual International Conference on Natural Language & Information Systems (NLDB 2024), Turin, Italy. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-70239-6_34
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2024 | Preprint | LibreCat-ID: 57277
Srivastava, N., Ma, M., Vollmers, D., Zahera, H. M. A., Moussallem, D., & Ngonga Ngomo, A.-C. (2024). MST5 -- Multilingual Question Answering over Knowledge Graphs.
LibreCat
2024 | Journal Article | LibreCat-ID: 58049
Demir, C., KOUAGOU, N. J., Sharma, A., & Ngonga Ngomo, A.-C. (2024). Inference over Unseen Entities, Relations and Literals on Knowledge Graphs. Arxiv. https://doi.org/10.48550/ARXIV.2410.06742
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58048
Sharma, A., KOUAGOU, N. J., & Ngonga Ngomo, A.-C. (2024). Resilience in Knowledge Graph Embeddings. Arxiv. https://doi.org/10.48550/ARXIV.2410.21163
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| DOI
2024 | Journal Article | LibreCat-ID: 58051
Demir, C., Sharma, A., & Ngonga Ngomo, A.-C. (2024). Adaptive Stochastic Weight Averaging. Arxiv. https://doi.org/10.48550/ARXIV.2406.19092
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 55653
KOUAGOU, N. J., Heindorf, S., Demir, C., & Ngonga Ngomo, A.-C. (2024). ROCES: Robust Class Expression Synthesis in Description Logics via Iterative Sampling. Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence. https://doi.org/10.24963/ijcai.2024/479
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2024 | Conference Paper | LibreCat-ID: 56983
Qudus, U., Röder, M., Vollmers, D., & Ngonga Ngomo, A.-C. (2024). ExPrompt: Augmenting Prompts Using Examples as Modern Baseline for Stance Classification. Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 9, 3994–3999. https://doi.org/10.1145/3627673.3679923
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2024 | Conference Paper | LibreCat-ID: 57240
Qudus, U., Röder, M., Tatkeu Pekarou, F. L., Morim da Silva, A. A., & Ngonga Ngomo, A.-C. (2024). FaVEL: Fact Validation Ensemble Learning. In M. Rospocher & Mehwish Alam (Eds.), EKAW 2024.
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2024 | Conference Paper | LibreCat-ID: 58377
Mahmood, Y., Hecher, M., & Ngonga Ngomo, A.-C. (2024). Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases. https://doi.org/10.1609/AAAI.V39I14.33651
LibreCat
| DOI
| arXiv
2024 | Book Chapter | LibreCat-ID: 61210
Becker, A., Sherif, M., & Ngonga Ngomo, A.-C. (2024). Blink: Blank Node Matching Using Embeddings. In Lecture Notes in Computer Science. ISWC 2024: : The 23ed International Semantic Web Conference, Baltimore, USA. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-77844-5_12
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2024 | Conference Paper | LibreCat-ID: 54084
Karalis, N., Bigerl, A., Heidrich, L., Sherif, M., & Ngonga Ngomo, A.-C. (2024). Efficient Evaluation of Conjunctive Regular Path Queries Using Multi-way Joins. ESWC.
LibreCat
2024 | Conference Paper | LibreCat-ID: 55094
Zahera, H. M. A., Manzoor, A., Sherif, M., Moussallem, D., & Ngonga Ngomo, A.-C. (2024). Generating SPARQL from Natural Language Using Chain-of-Thoughts Prompting. SEMANTiCS.
LibreCat
2024 | Conference Paper | LibreCat-ID: 57278
Morim da Silva, A. A., Srivastava, N., Moteu Ngoli, T., Röder, M., Moussallem, D., & Ngonga Ngomo, A.-C. (2024). Benchmarking Low-Resource Machine Translation Systems. Proceedings of the Seventh Workshop on Technologies for Machine Translation of Low-Resource Languages (LoResMT 2024). https://doi.org/10.18653/v1/2024.loresmt-1.18
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| DOI
2023 | Book Chapter | LibreCat-ID: 46460
Ngonga Ngomo, A.-C., Demir, C., Kouagou, N. J., Heindorf, S., Karalis, N., & Bigerl, A. (2023). Class Expression Learning with Multiple Representations. In Compendium of Neurosymbolic Artificial Intelligence (pp. 272–286). IOS Press.
LibreCat
2023 | Journal Article | LibreCat-ID: 46248 | 
Demir, C., Wiebesiek, M., Lu, R., Ngonga Ngomo, A.-C., & Heindorf, S. (2023). LitCQD: Multi-Hop Reasoning in Incomplete Knowledge Graphs with Numeric Literals. ECML PKDD. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Torino.
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2023 | Book Chapter | LibreCat-ID: 47421 |
Kouagou, N. J., Heindorf, S., Demir, C., & Ngonga Ngomo, A.-C. (2023). Neural Class Expression Synthesis in ALCHIQ(D). In Machine Learning and Knowledge Discovery in Databases: Research Track. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Turin. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-43421-1_12
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2023 | Preprint | LibreCat-ID: 37937 |
Sieger, L. N., Heindorf, S., Blübaum, L., & Ngonga Ngomo, A.-C. (2023). Explaining ELH Concept Descriptions through Counterfactual Reasoning. In arXiv:2301.05109.
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| arXiv
2023 | Conference Paper | LibreCat-ID: 50797
Röder, M., Kuchelev, D., & Ngonga Ngomo, A.-C. (2023). A Topic Model for the Data Web. In F. Ortiz-Rodriguez, B. Villazón-Terrazas, S. Tiwari, & C. Bobed (Eds.), Knowledge Graphs and Semantic Web (pp. 183–198). Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-47745-4_14
LibreCat
| DOI
2023 | Book Chapter | LibreCat-ID: 46516
Ahmed, A. F. A., Firmansyah, A. F., Sherif, M., Moussallem, D., & Ngonga Ngomo, A.-C. (2023). Explainable Integration of Knowledge Graphs Using Large Language Models. In Natural Language Processing and Information Systems. Springer Nature Switzerland. https://doi.org/10.1007/978-3-031-35320-8_9
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