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