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

  • Automatic knowledge graph population with model-complete text comprehension for pre-clinical outcomes in the field of spinal cord injury (2023)

    Authors: Hendrik ter Horst, Nicole Brazda, Jessica Schira-Heinen, Julia Krebbers, Hans-Werner Müller, Philipp Cimiano

    Published at: Artificial Intelligence in Medicine (Volume: 137)
    DOI: 10.1016/j.artmed.2023.102491

  • ABC-GAN: Spatially Constrained Counterfactual Generation for Image Classification Explanations (2023)

    Authors: Dimitry Mindlin, Malte Schilling, Philipp Cimiano

    Published at: Communications in Computer and Information Science (Volume: 1901 CCIS)
    DOI: 10.1007/978-3-031-44064-9_15

  • ACCEPT at SemEval-2023 Task 3: An Ensemble-based Approach to Multilingual Framing Detection (2023)

    Authors: Philipp Heinisch, Moritz Plenz, Anette Frank, Philipp Cimiano

    Published at: 17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop

  • Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks (2023)

    Authors: Moritz Plenz, Juri Opitz, Philipp Heinisch, Philipp Cimiano, Anette Frank

    Published at: Proceedings of the Annual Meeting of the Association for Computational Linguistics (Volume: 1)

  • The Ecological Fallacy in Annotation: Modelling Human Label Variation goes beyond Sociodemographics (2023)

    Authors: Matthias Orlikowski, Paul Röttger, Philipp Cimiano, Dirk Hovy

    Published at: Proceedings of the Annual Meeting of the Association for Computational Linguistics (Volume: 2)

  • Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment Prediction (2023)

    Authors: Christoph Düsing, Philipp Cimiano

    Published at: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Volume: 13897 LNAI)
    DOI: 10.1007/978-3-031-34344-5_11

  • Towards predicting client benefit and contribution in federated learning from data imbalance (2022)

    Authors: Christoph Düsing, Philipp Cimiano

    Published at: DistributedML 2022 - Proceedings of the 3rd International Workshop on Distributed Machine Learning, Part of CoNEXT 2022
    DOI: 10.1145/3565010.3569063

  • Synthesizing evidence from clinical trials with dynamic interactive argument trees (2022)

    Authors: Olivia Sanchez-Graillet, Christian Witte, Frank Grimm, Steffen Grautoff, Basil Ell, Philipp Cimiano

    Published at: Journal of Biomedical Semantics (Volume: 13)
    DOI: 10.1186/s13326-022-00270-8

  • An annotated corpus of clinical trial publications supporting schema-based relational information extraction (2022)

    Authors: Olivia Sanchez-Graillet, Christian Witte, Frank Grimm, Philipp Cimiano

    Published at: Journal of Biomedical Semantics (Volume: 13)
    DOI: 10.1186/s13326-022-00271-7

  • Exploring the impact of literal transformations within Knowledge Graphs for Link Prediction (2022)

    Authors: Moritz Blum, Basil Ell, Philipp Cimiano

    Published at: ACM International Conference Proceeding Series
    DOI: 10.1145/3579051.3579069