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Leveraging Natural Language Processing for a Consistency Checking Toolchain of Automotive Requirements2023 IEEE International Requirements Engineering Conference (RE) conference-paper Computer Science Formal Methods in Verification
Vincent Bertram, Hendrik Kausch, Evgeny Kusmenko, Haron Nqiri, Bernhard Rumpe⋆, Constantin Venhoff
18citations -
Integrating IoT, large language models, and knowledge graphs for future smart districts: A semantic approach for energy performance assessment2025 Journal of Physics Conference Series conference-paper Computer Science Semantic Web and Ontologies Open access
Payam Fatehi Karjou, Max Berktold, Sina Khodadad Saryazdi, Martin Rätz, Dirk Müller
1citations -
Enhancing sustainability assessment of highway Infrastructure through ontology-based knowledge representation and large language models2026 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Semantic Web and Ontologies Open access
Michelle Kaus, Joy Sengupta, Sven Mackenbach, Katharina Klemt-Albert
0citations -
Differentially Private Language Models for Secure Data Sharing2022 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Justus Mattern, Zhijing Jin, Benjamin Weggenmann, Mrinmaya Sachan
16citations -
Neural Language Models and Few Shot Learning for Systematic Requirements Processing in MDSE2022 ACM SIGPLAN International Conference on Software Language Engineering (SLE) conference-paper Computer Science Model-Driven Software Engineering Techniques
Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe⋆, Danilo Trotta, +1 more
12citations -
A compositional framework for systematic modeling language reuse2020 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems (MODELS) conference-paper Computer Science Model-Driven Software Engineering Techniques
Arvid Butting, Jérôme Pfeiffer, Bernhard Rumpe⋆, Andreas Wortmann
22citations -
Technical Report on Neural Language Models and Few-Shot Learning for Systematic Requirements Processing in MDSE2022 RWTH Publications (RWTH Aachen) preprint Computer Science Model-Driven Software Engineering Techniques Open access
Vincent Bertram, Miriam Boß, Evgeny Kusmenko, Imke Helene Nachmann, Bernhard Rumpe⋆, Danilo Trotta, +1 more
2citations -
Speaker Attribution in German Parliamentary Debates with QLoRA-adapted Large Language Models2024 LDV-Forum/Journal for language technology and computational linguistics article Computer Science Authorship Attribution and Profiling Open access
Tobias Bornheim, Niklas Grieger, Patrick Gustav Blaneck, Stephan Bialonski
3citations -
Large physics models: towards a collaborative approach with large language models and foundation models2025 The European Physical Journal C article Computer Science Artificial Intelligence Applications Open access
Kristian González Barman, S. Caron, Emily Sullivan, Henk W. de Regt, Roberto Ruiz de Austri, Mieke Boon, +16 more
11citations -
Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models2025 Archive ouverte UNIGE (University of Geneva) article Computer Science Artificial Intelligence Applications Open access
Kristian González Barman, S. Caron, Emily Sullivan, Henk W. de Regt, Roberto Ruiz de Austri, Mieke Boon, +15 more
1citations -
On protecting the data privacy of Large Language Models (LLMs) and LLM agents: A literature review2025 High-Confidence Computing article Computer Science Privacy-Preserving Technologies in Data Open access cited by 1 patent
Biwei Yan, Kun Li, Minghui Xu, Yueyan Dong, Yue Zhang, Zhaochun Ren, +1 more
83citations -
From Prose to Prototype: Synthesising Executable UML Models from Natural Language2021 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C) conference-paper Computer Science Model-Driven Software Engineering Techniques Open access
Guus J. Ramackers, Pepijn Griffioen, Martijn B. J. Schouten, Michel R. V. Chaudron
8citations -
Large language models for structured cardiovascular data extraction: a foundation for scalable research and clinical applications2025 European Heart Journal - Digital Health article Computer Science Machine Learning in Healthcare Open access
Wouter P M van der Loo, Viktor van der Valk, Tim van den Broek, Douwe E. Atsma, Marius Staring, Roderick W.C. Scherptong
4citations -
Using an artificial intelligence tool incorporating natural language processing to identify patients with a diagnosis of ANCA-associated vasculitis in electronic health records2023 Computers in Biology and Medicine article Computer Science Machine Learning in Healthcare Open access
Jolijn R. van Leeuwen, Erik Lars Penne, Ton J. Rabelink, Rachel Knevel, Y K Onno Teng
20citations