We publish a lot! So much that it can sometimes be hard to keep track of it all. We hope you will find this list of our D4H-related publications useful.
Publications
2026
Lee, J., Sá, J. M. C. d., & Pruski, C. (2026). Adverbs Revisited: Enhancing WordNet Coverage of Adverbs with a Supersense Taxonomy. In Proceedings of the Fifteenth Language Resources and Evaluation Conference (LREC 2026) (pp. 4872–4880). European Language Resources Association (ELRA).
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Genz, S., Gregory, T., & Lehmer, F. (2026). AI‐powered skill classification: Mapping technology intensity in the German labour market. Fiscal Studies, 47(1), 25–51.
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El-amrany, S., Jarerattanachat, V., Brust, M. R., Pecero, J. E., Piyatumrong, A., & Bouvry, P. (2026). Hpc-mentorflow: Strengthening institutional hpc competencies through an llm-enhanced tutoring system. 2026 18th International Conference on Knowledge and Smart Technology (KST), 34–39.
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Zhang, W. (2026). LLM-based frame and stance annotation for 19th-century rumour discourse in US and UK newspapers. In Proceedings of LREC 2026: Neology and Large Language Models. Palma, Mallorca, Spain.
Xu, F., Düring, M., & Leiva, L. A. (2026). Match me if you can: aligning historical posters and newspaper articles via multimodal deep learning. Digital Scholarship in the Humanities, fqag088.
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Gharbin, P. Y. (2026). Narrative time and historical causality: A computational framework for temporal and causal reasoning in first-person sources. 2026 22nd International Conference on Intelligent Environments (IE), 1–4.
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Murugaraj, K., Lamsiyah, S., & Theobald, M. (2026). Ragvue: A diagnostic view for explainable and automated evaluation of retrieval-augmented generation. Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 3: System Demonstrations), 512–526.
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de Sá, J. M. C., Lee, J., Da Silveira, M., & Pruski, C. (2026). Semantic change characterization with llms using rhetorics. The Proceedings for the 6th International Workshop on Computational Approaches to Language Change (LChange’26), 110–123.
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de Sá, J. M. C., Da Silveira, M., & Pruski, C. (2026). Survey in characterizing semantic change. Natural Language Processing, 1–34.
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Zhang, W. (2026). Validating rule-based classification of historical fake news with event extraction: A case study of the great moon hoax of 1835. In Computational Linguistics and Natural Language Processing (Vol. 2775, pp. 39–46). Springer Nature Singapore.
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Albrecht, R., Carli, R., Tchappi, I., & Najjar, A. (2026). Visualization and the use of multimodality to explain. In Social Explainable AI (pp. 485–501). Springer Nature Singapore.
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2025
Lamsiyah, S., Zeinalipour, K., El-amrany, S., Brust, M., Maggini, M., Bouvry, P., & Schommer, C. (2025). ArabicSense: A benchmark for evaluating commonsense reasoning in Arabic with large language models. In Proceedings of the 4th Workshop on Arabic Corpus Linguistics (WACL-4) (pp. 1–11). Association for Computational Linguistics.
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Murugaraj, K., Lamsiyah, S., & Theobald, M. (2025). Expandfuse: A hybrid retrieval framework with query expansion and topic-aware reranking for multi-hop question answering. 2025 IEEE International Conference on Big Data (BigData), 722–729.
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Toth, G. M., Albrecht, R., & Pruski, C. (2025). Explainable AI, LLM, and digitized archival cultural heritage: A case study of the Grand Ducal Archive of the Medici. AI & SOCIETY, 40(6), 4561–4573.
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Pfannkuche, A. (2025). Fraternal punch and the carmagnole: The maligned joy of may day in france, 1890–1914. Journal of Festive Studies, 7, 186–204.
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El-amrany, S., Lamsiyah, S., Brust, M. R., & Bouvry, P. (2025). GuardHarMem and HarMDetect: A multimodal dataset and benchmlark model for fine-grained harmful meme classification. Social Network Analysis and Mining, 15(1), 63.
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Pfannkuche, A. (2025). Hoxha, enver. In Hoxha, Enver. Routledge.
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Kauffmann, T. (2025). Leveraging LLMs for interpreting historical source code: A case study of the Apple Lisa through critical code studies. AI & SOCIETY.
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Lamsiyah, S., Ezzini, S., El Mahdaouy, A., Alami, H., Benlahbib, A., El amrany, S., Chafik, S., & Hammouchi, H. (2025). M-daigt: A shared task on multi-domain detection of ai-generated text. Proceedings of the Shared Task on Multi-Domain Detection of AI-Generated Text (pp. 1–9). INCOMA Ltd., Shoumen, Bulgaria.
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Murugaraj, K., Lamsiyah, S., During, M., & Theobald, M. (2025). Mining the past: A comparative study of classical and neural topic models on historical newspaper archives. Proceedings of the 5th International Conference on Natural Language Processing for Digital Humanities, 452–463.
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Kassem, H., El Hajjar, S., Abdallah, F., & Omrani, H. (2025). Multi-view Deep Embedded Clustering: Exploring a new dimension of air pollution. Engineering Applications of Artificial Intelligence, 139, 109509.
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Lamsiyah, S., Nourbakhsh, A., El-Amrany, S., & Schommer, C. (2025). Privacy-preserving federated learning for student dropout prediction: Enhancing model transparency with explainable ai. In International Conference on Artificial Intelligence in Education (Vol. 15882, pp. 324–332). Springer Nature Switzerland.
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El-amrany, S., R. Brust, M., Lamsiyah, S., & Bouvry, P. (2025). Reddit-v: A virality prediction dataset and zero-shot evaluation with large language models. In Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing—Natural Language Processing in the Generative AI Era (pp. 334–341). INCOMA Ltd., Shoumen, Bulgaria.
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Murugaraj, K., Lamsiyah, S., During, M., & Theobald, M. (2025). Topic-RAG for historical newspapers: Enhancing information retrieval in humanities research through topic-based retrieval-augmented generation. Computational Humanities Research, 1, e15.
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Affan, F. (2025). Transmediality and Colonial Diplomacy: The Berlin Conference (1884-1885) Through Diplomatic Correspondence, “Livre Jaunes” and the French Press. Transmedia History: Circulations, Reconfigurations and New Methodologies, 58–61.
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2024
Hajjar, S. E., Kassem, H., Abdallah, F., & Omrani, H. (2024). Enhancing building segmentation by deep multiview classification for advancing sustainable urban development. Journal of Building Engineering, 83, 108421.
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Durant, É., Médoc, N., & Ghoniem, M. (2024). Exploratory analysis of multi-edge knowledge graphs with paired clustered grids. 2024 IEEE Visual Analytics Science and Technology VAST Challenge, 15–16.
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Durant, E., Tappini, A., Didimo, W., Liotta, G., & Ghoniem, M. (2024). Hybrid multilayer network visualization of bibliographic data. EuroVis 2024 – Posters.
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Camboim De Sá, J., Anastasiou, D., Da Silveira, M., & Pruski, C. (2024). Socio-cultural adapted chatbots: Harnessing Knowledge Graphs and Large Language Models for enhanced context awarenes. Proceedings of the 1st Worskhop on Towards Ethical and Inclusive Conversational AI: Language Attitudes, Linguistic Diversity, and Language Rights (TEICAI 2024), 21–27.
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Albrecht, R., Hulstijn, J., Tchappi, I., & Najjar, A. (2024). Towards interactive and social explainable artificial intelligence for digital history. In Explainable and Transparent AI and Multi-Agent Systems: EXTRAAMAS 2024 (Lecture Notes in Computer Science, Vol. 14847). Springer.
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El-Amrany, S., Brust, M. R., Pecero, J. E., & Bouvry, P. (2024). Tri-fusiondet: Leveraging user engagement, textual, and visual features for enhanced fake news detection. 2024 28th International Computer Science and Engineering Conference (ICSEC), 1–6.
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Armaselu, F. & Fickers, A. (2024). Zoomland: Exploring Scale in Digital History and Humanities. Berlin, Boston: De Gruyter Oldenbourg.
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2023
Hajjar, S. E., Abdallah, F., Kassem, H., & Omrani, H. (2023). Long short-term memory and attention models for simulating urban densification. Sustainable Cities and Society, 98, 104852.
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2022
Gregory, T., Salomons, A., & Zierahn, U. (2022). Racing with or against the machine? Evidence on the role of trade in europe. Journal of the European Economic Association, 20(2), 869–906.
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Gregory, T., & Zierahn, U. (2022). When the minimum wage really bites hard: The negative spillover effect on high-skilled workers. Journal of Public Economics, 206, 104582.
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