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

  • 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

  • Numerical Literals in Link Prediction: A Critical Examination of Models and Datasets (2025)

    Authors: Moritz Blum, Basil Ell, Hannes Ill, Philipp Cimiano

    Published at: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Volume: 15231 LNCS)
    DOI: 10.1007/978-3-031-77844-5_2

  • 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

  • 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
    DOI: 10.1142/S1793351X25410041

  • An AI-Based Clinical Decision Support System for Antibiotic Therapy in Sepsis (KINBIOTICS): Use Case Analysis (2025)

    Authors: Juliane Andrea Düvel, David Lampe, Maren Kirchner, Svenja Elkenkamp, Philipp Cimiano, Christoph Düsing, Hannah Marchi, Sophie Schmiegel, Christiane Fuchs, Simon Claßen, Kirsten-Laura Meier, Rainer Borgstedt, Sebastian Rehberg, Wolfgang Greiner

    Published at: JMIR Human Factors (Volume: 12)
    DOI: 10.2196/66699

  • Comparing generative and extractive approaches to information extraction from abstracts describing randomized clinical trials (2024)

    Authors: Christian Witte, David M. Schmidt, Philipp Cimiano

    Published at: Journal of Biomedical Semantics (Volume: 15)
    DOI: 10.1186/s13326-024-00305-2

  • A Model of Factors Contributing to the Success of Dialogical Explanations (2024)

    Authors: Meisam Booshehri, Hendrik Buschmeier, Philipp Cimiano

    Published at: ACM International Conference Proceeding Series
    DOI: 10.1145/3678957.3685744

  • Integrating federated learning for improved counterfactual explanations in clinical decision support systems for sepsis therapy (2024)

    Authors: Christoph Düsing, Philipp Cimiano, Sebastian Rehberg, Christiane Scherer, Olaf Kaup, Christiane Köster, Stefan Hellmich, Daniel Herrmann, Kirsten Laura Meier, Simon Claßen, Rainer Borgstedt

    Published at: Artificial Intelligence in Medicine (Volume: 157)
    DOI: 10.1016/j.artmed.2024.102982