Philipp Cimiano

Philipp Cimiano

cimiano@cit-ec.uni-bielefeld.de
+49 521 106-12249
Institution: Bielefeld University
Department: CITEC
Position: Coordinator
Understanding without knowledge is like running without legs.

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

  • 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

  • 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

  • Measuring User Understanding in Dialogue-Based xAI Systems (2024)

    Authors: Dimitry Mindlin, Amelie Sophie Robrecht, Michael Morasch, Philipp Cimiano

    Published at: Frontiers in Artificial Intelligence and Applications (Volume: 392)
    DOI: 10.3233/FAIA240608

  • Towards a Computational Architecture for Co-Constructive Explainable Systems (2024)

    Authors: Meisam Booshehri, Hendrik Buschmeier, Philipp Cimiano, Stefan Kopp, Jaroslaw Kornowicz, Olesja Lammert, Marco Matarese, Dimitry Mindlin, Amelie Sophie Robrecht, Anna-Lisa Vollmer, Petra Wagner, Britta Wrede

    Published at: Proceedings - 2024 Workshop on Explainability Engineering, ExEn 2024
    DOI: 10.1145/3648505.3648509

  • Grammar-constrained decoding for structured information extraction with fine-tuned generative models applied to clinical trial abstracts (2024)

    Authors: David M. Schmidt, Philipp Cimiano

    Published at: Frontiers in Artificial Intelligence (Volume: 7)
    DOI: 10.3389/frai.2024.1406857

  • Benchmarking the Ability of Large Language Models to Reason About Event Sets (2024)

    Authors: Svenja Kenneweg, Jörg Deigmöller, Philipp Cimiano, Julian Eggert

    Published at: International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K - Proceedings (Volume: 2)
    DOI: 10.5220/0013046100003838