Research output per year
Research output per year
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Dive into the research topics where Vincent Thorge Holst is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Human-in-the-Loop LLM Grading for Handwritten Mathematics Assessments
Vanhoyweghen, A., Holst, V., Mobini, M., de Voorde, L. V., Vanleke, T., Verbruggen, B., Verbeken, B., Algaba, A., Verboven, S., Guerry, M.-A., Droogenbroeck, F. V. & Ginis, V., 13 Mar 2026, ArXiv, 19 p.Research output: Working paper › Preprint
File15 Downloads (Pure) -
Structurally Human, Semantically Biased: Detecting LLM-Generated References with Embeddings and GNNs
Mobini, M., Holst, V. T., Tori, F. J., Algaba, A. & Ginis, V., 26 Jan 2026, ICLR 2026. ICLR 2026, 32 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open Access -
Turning Citation Networks Inside Out: Studying Science Using Content-Based Knowledge Graphs from LLM-Derived Taxonomies
Kim, S., Holst, V. T. & Ginis, V., 21 Jan 2026, ArXiv, 19 p.Research output: Working paper › Preprint
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How Deep Do Large Language Models Internalize Scientific Literature and Citation Practices?
Algaba, A., Holst, V. T., Tori, F. J., Mobini, M., Verbeken, B., Wenmackers, S. & Ginis, V., 3 Apr 2025, ArXiv, 32 p.Research output: Working paper › Preprint
Open Access -
How Deeply Do LLMs Internalize Human Citation Practices? A Graph-Structural and Embedding-Based Evaluation
Mobini, M., Holst, V. T., Tori, F. J., Algaba, A. & Ginis, V., 6 Mar 2025, ICLR 2025 Workshop on Human-AI Coevolution. ICLR-25 HAIC Workshop, p. 1-5 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Datasets
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Raw data for Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias
Algaba, A. (Creator), Mazijn, C. (Creator), Holst, V. T. (Creator), Tori, F. J. (Creator), Wenmackers, S. (Creator) & Ginis, V. (Creator), Zenodo, 25 May 2024
Dataset
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Replication Data for "Dataset Artefacts are the Hidden Drivers of the Declining Disruptiveness in Science"
Holst, V. T. (Creator), Algaba, A. (Creator), Tori, F. J. (Creator), Wenmackers, S. (Creator) & Ginis, V. (Creator), Zenodo, 16 Feb 2024
Dataset
Activities
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The Illusion of Decline: Unpacking Intrinsic Network Effects in Scientific Disruption
Holst, V. T. (Speaker)
17 Dec 2025Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Large Language Models Reflect Human Citation Patterns with a Heightened Citation Bias
Holst, V. T. (Presenter)
1 May 2025Activity: Talk or presentation › Talk or presentation at a conference
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Large Language Models Amplify the Matthew Effect in Scientific Research
Holst, V. T. (Speaker)
17 Sept 2025Activity: Talk or presentation › Talk or presentation at a workshop/seminar
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Scientometrics (Journal)
Holst, V. T. (Peer reviewer)
2025 → …Activity: Publication peer-review and editorial work › Publication peer-review
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The Curious Case of the Declining Disruption’s Disappearance in Science
Holst, V. T. (Speaker)
17 Sept 2025Activity: Talk or presentation › Talk or presentation at a workshop/seminar
File
Thesis
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AI for Business Leaders: Navigating Neural Networks Across Leadership Styles in the Information Technology sector in Belgium
Mariappan, S. T. ((PhD) Student), Aerts, G. (Promotor) & Holst, V. T. (Jury), Aug 2024Student thesis: Master's Thesis
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AI's Impact on Cost-reduction in SCM reaching operational efficiency for competitive advantage: A case study in the Lebanese F&B industry
Marchi Mekari, J. ((PhD) Student), Aerts, G. (Promotor) & Holst, V. T. (Jury), May 2024Student thesis: Master's Thesis
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Artificial Intelligence and perception of employees: How do employees with different job descriptions within the logistics and transportation sector perceive AI implementations at their workplaces?
Aslanoglu, S. ((PhD) Student), Holst, V. T. (Jury) & Guerry, M.-A. (Promotor), Aug 2024Student thesis: Master's Thesis
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Ethical AI? Propagation of gender inequality by internet search algorithms- an analysis
Marques Pereira, I. ((PhD) Student), Van Droogenbroeck, F. (Promotor) & Holst, V. T. (Jury), May 2024Student thesis: Master's Thesis
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How do cross-sector strategic alliances affect small and medium-sized non-profit innovation communities in Flanders?
Van Geet, S. ((PhD) Student), Jegers, M. (Promotor) & Holst, V. T. (Jury), Aug 2024Student thesis: Master's Thesis