Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions
M. Sengupta, M. Muschalik, F. Fumagalli, B. Hammer, E. Hüllermeier, D. Ghosh, H. Wachsmuth, in: Accepted in Findings , EMNLP , 2025.

Fact Checking Knowledge Graphs -- A Survey
U. Qudus, M. Röder, M. Saleem, A.-C. Ngonga Ngomo, ACM Computing Surveys 58 (2025).

Logics with probabilistic team semantics and the Boolean negation
M. Hannula, M. Hirvonen, J. Kontinen, Y. Mahmood, A. Meier, J. Virtema, Journal of Logic and Computation 35 (2025).

ANTS: Abstractive Entity Summarization in Knowledge Graphs
A.F. Firmansyah, H.M.A. Zahera, M. Sherif, D. Moussallem, A.-C. Ngonga Ngomo, in: ES, pringer Nature Switzerland, 2025, pp. 133--151.

Facets in Argumentation: A Formal Approach to Argument Significance
J. Fichte, N. Fröhlich, M. Hecher, V. Lagerkvist, Y. Mahmood, A. Meier, J. Persson, ArXiv:2505.10982 (2025).

Enhancing Pre-Service Teachers' Reflective Competence Through Structured Video Annotation
T. Rogge, B. Herzig, Education Sciences (2025).

A BFO-based ontological analysis of entities in Social XAI
M. Booshehri, H. Buschmeier, P. Cimiano, in: Proceedings of the 15th International Conference on Formal Ontology in Information Systems, IOS Press, 2025, pp. 255–268.

GLIDE: Knowledge Graph Linking using Distance-Aware Embeddings
A. Becker, A.-C. Ngonga Ngomo, M. Sherif, in: The Semantic Web – ISWC 2025, Nara, Japan, 2025.

Leveraging Cognitive States for Adaptive Scaffolding of Understanding in
  Explanatory Tasks in HRI
A. Groß, B. Richter, B. Thomzik, B. Wrede, ArXiv:2503.19692 (2025).

SHIFT: An Interdisciplinary Framework for Scaffolding Human Attention
  and Understanding in Explanatory Tasks
A. Groß, B. Richter, B. Wrede, ArXiv:2503.16447 (2025).

Multilingual Relation Extraction - A Survey
A. Manzoor, R. Speck, H.M.A. Zahera, M. Saleem, D. Moussallem, A.-C. Ngonga Ngomo, IEEE Access (2025) 1–1.

Assessing AI Literacy: A Systematic Review of Questionnaires with Emphasis on Affective, Behavioral, Cognitive, and Ethical Aspects
M. Lenke, N. Klowait, L. Biere, C. Schulte, in: Lecture Notes in Computer Science, Springer Nature Switzerland, Cham, 2025.

The presentation of self in the age of ChatGPT
N. Klowait, M. Erofeeva, Frontiers in Sociology 10 (2025).

Leveraging VR Tools for Inclusive Education: Implications from Sign Language Learning in VRChat
M. Erofeeva, N. Klowait, M. Belov, Y. Soulié, in: Communications in Computer and Information Science, Springer Nature Switzerland, Cham, 2025.

Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks
M. Muschalik, F. Fumagalli, P. Frazzetto, J. Strotherm, L. Hermes, A. Sperduti, E. Hüllermeier, B. Hammer, in: The Thirteenth International Conference on Learning Representations (ICLR), 2025.

Explaining Outliers using Isolation Forest and Shapley Interactions
R. Visser, F. Fumagalli, E. Hüllermeier, B. Hammer, in: Proceedings of the European Symposium on Artificial Neural Networks (ESANN), 2025.

Unifying Feature-Based Explanations with Functional ANOVA and Cooperative Game Theory
F. Fumagalli, M. Muschalik, E. Hüllermeier, B. Hammer, J. Herbinger, in: Proceedings of The 28th International Conference on Artificial Intelligence and Statistics (AISTATS), PMLR, 2025, pp. 5140–5148.

A BFO-based ontology of context for Social XAI
M. Booshehri, H. Buschmeier, P. Cimiano, in: Abstracts of the 3rd TRR 318 Conference: Contextualizing Explanations, 2025.

Investigating Co-Constructive Behavior of Large Language Models in  Explanation Dialogues
L. Fichtel, M. Spliethöver, E. Hüllermeier, P. Jimenez, N. Klowait, S. Kopp, A.-C. Ngonga Ngomo, A. Robrecht, I. Scharlau, L. Terfloth, A.-L. Vollmer, H. Wachsmuth, in: Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue, Association for Computational Linguistics, Avignon, France, n.d.

Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection
M. Spliethöver, T. Knebler, F. Fumagalli, M. Muschalik, B. Hammer, E. Hüllermeier, H. Wachsmuth, in: L. Chiruzzo, A. Ritter, L. Wang (Eds.), Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), Association for Computational Linguistics, Albuquerque, New Mexico, 2025, pp. 2421–2449.