Philipp Cimiano

Philipp Cimiano

cimiano@cit-ec.uni-bielefeld.de
+49 521 106-12249
Institution: Bielefeld University
Department: CITEC
Position: Coordinator
https://www.uni-bielefeld.de/fakultaeten/technische-fakultaet/arbeitsgruppen/semantic-computing/
Understanding without knowledge is like running without legs.

Knowledge representation, knowledge acquisition, knowledge-enhanced natural language processing

  • Open challenges for the automatic synthesis of clinical trials (2025)

    Authors: Olivia Sanchez-Graillet, David M. Schmidt, Christian Kullik, Philipp Cimiano

    Published at: BMC Research Notes (Volume: 18)
    DOI: 10.1186/s13104-025-07121-6

  • Rethinking federated learning as a digital platform for dynamic and value-driven participation (2025)

    Authors: Christoph Düsing, Philipp Cimiano

    Published at: Future Generation Computer Systems (Volume: 171)
    DOI: 10.1016/j.future.2025.107847

  • Leveraging local data sampling strategies to improve federated learning (2025)

    Authors: Christoph Düsing, Philipp Cimiano, Benjamin Paaßen

    Published at: International Journal of Data Science and Analytics (Volume: 20)
    DOI: 10.1007/s41060-024-00625-7

  • Generation of Robot Manipulation Plans Using Generative Large Language Models (2025)

    Authors: Jan-Philipp Töberg, Philip Frese, Philipp Cimiano

    Published at: International Journal of Semantic Computing (Volume: 19)
    DOI: 10.1142/S1793351X25410041

  • Beyond one-shot explanations: a systematic literature review of dialogue-based xAI approaches (2025)

    Authors: Dimitry Mindlin, Fabian Beer, Leonie Nora Sieger, Stefan Heindorf, Elena Esposito, Axel-Cyrille Ngonga Ngomo, Philipp Cimiano

    Published at: Artificial Intelligence Review (Volume: 58)
    DOI: 10.1007/s10462-024-11007-7

  • Dialogue-Based XAI Approaches: Exploring the Continuum from Static Explanations to Free-Form Chat Interfaces (2025)

    Authors: Dimitry Mindlin, Philipp Cimiano

    Published at: Proceedings IEEE International Conference on Semantic Computing ICSC
    DOI: 10.1109/ICSC64641.2025.00015

  • SHAP–FL: Improving Explainability for Multicentric Sepsis Onset Prediction Through Background Dataset Synthesis (2025)

    Authors: Christoph Düsing, Philipp Cimiano

    Published at: Lecture Notes in Computer Science (Volume: 15734 LNAI)
    DOI: 10.1007/978-3-031-95838-0_12

  • A Semantic Search Engine for the Exploration of Explainability Phenomena (2025)

    Authors: Meisam Booshehri, Christian Kullik, Philipp Cimiano

    Published at: Ceur Workshop Proceedings (Volume: 4064)

  • Lexicalization Is All You Need: Examining the Impact of Lexical Knowledge in a Compositional QALD System (2025)

    Authors: David Maria Schmidt, Mohammad Fazleh Elahi, Philipp Cimiano

    Published at: Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics (Volume: 15370 LNAI)
    DOI: 10.1007/978-3-031-77792-9_7

  • RoboCSKBench: Benchmarking Embodied Commonsense Capabilities of Large Language Models (2025)

    Authors: Jan-Philipp Töberg, Svenja Kenneweg, Philipp Cimiano

    Published at: 2025 22nd International Conference on Ubiquitous Robots Ur 2025
    DOI: 10.1109/UR65550.2025.11078036