| 2024 | DIAGRAMS | Generating Qualitative Descriptions of Diagrams with a Transformer-Based Language Model. | Marco Schorlemmer, Mohamad Ballout, Kai-Uwe Khnberger |
| 2024 | EMNLP | FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation. | Mohamad Ballout, Anne Dedert, Nohayr Abdelmoneim, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Khnberger |
| 2024 | NLDB | Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights. | Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Khnberger |
| 2024 | NLDB | Enhancing Small Language Models via ChatGPT and Dataset Augmentation. | Tom Pieper, Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Khnberger |
| 2023 | ACML | Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models. | Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Khnberger |
| 2023 | IBPRIA | Detecting Loose Wheel Bolts of a Vehicle Using Accelerometers in the Chassis. | Jonas Schmidt, Kai-Uwe Khnberger, Dennis Pape, Tobias Pobandt |
| 2021 | SEFM | Grounding Psychological Shape Space in Convolutional Neural Networks. | Lucas Bechberger, Kai-Uwe Khnberger |
| 2019 | ICANN | Combining Deep Learning and (Structural) Feature-Based Classification Methods for Copyright-Protected PDF Documents. | Renato Garita Figueiredo, Kai-Uwe Khnberger, Gordon Pipa, Tobias Thelen |
| 2017 | KI | A Thorough Formalization of Conceptual Spaces. | Lucas Bechberger, Kai-Uwe Khnberger |
| 2017 | NeSy | Towards Grounding Conceptual Spaces in Neural Representations. | Lucas Bechberger, Kai-Uwe Khnberger |
| 2017 | SGAI | Measuring Relations Between Concepts in Conceptual Spaces. | Lucas Bechberger, Kai-Uwe Khnberger |
| 2015 | IJCAI | Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending. | Manfred Eppe, Roberto Confalonieri, Ewen Maclean, Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos, W. Marco Schorlemmer, Mihai Codescu, Kai-Uwe Khnberger |
| 2014 | AISC | Algorithmic Aspects of Theory Blending. | Maricarmen Martnez, Ulf Krumnack, Alan Smaill, Tarek Richard Besold, Ahmed M. H. Abdel-Fattah, Martin Schmidt, Helmar Gust, Kai-Uwe Khnberger, Markus Guhe, Alison Pease |
| 2014 | KI | Applying AI for Modeling and Understanding Analogy-Based Classroom Teaching Tools and Techniques. | Tarek Richard Besold, Kai-Uwe Khnberger |
| 2012 | CogSci | Rationality-Guided AGI as Cognitive Systems. | Ahmed M. H. Abdel-Fattah, Tarek Richard Besold, Helmar Gust, Ulf Krumnack, Martin Schmidt, Kai-Uwe Khnberger, Pei Wang |
| 2012 | CogSci | E Pluribus Multa In Unum: The Rationality Multiverse. | Tarek Richard Besold, Kai-Uwe Khnberger |
| 2011 | KI | Refinements of Restricted Higher-Order Anti-Unification for Heuristic-Driven Theory Projection. | Martin Schmidt, Helmar Gust, Kai-Uwe Khnberger, Ulf Krumnack |
| 2010 | CISIS | Extensional Ontology Matching with Variable Selection for Support Vector Machines. | Konstantin Todorov, Peter Geibel, Kai-Uwe Khnberger |
| 2009 | ICAART | A Computational Model for Visual Metaphors. Interpreting Creative Visual Advertisements. | Angela Schwering, Kai-Uwe Khnberger, Ulf Krumnack, Helmar Gust, Tonio Wandmacher, Bipin Indurkhya, Amitash Ojha |
| 2008 | AAAI | The Re-Representation Problem in a Logic-Based Framework for Analogy Making. | Ulf Krumnack, Helmar Gust, Kai-Uwe Khnberger, Angela Schwering |
| 2008 | NeSy | Modeling Reasoning Mechanisms by Neural-Symbolic Learning. | Kai-Uwe Khnberger |
| 2007 | ICONIP | Classification of Documents Based on the Structure of Their DOM Trees. | Peter Geibel, Olga Pustylnikov, Alexander Mehler, Helmar Gust, Kai-Uwe Khnberger |
| 2007 | ICONIP | Learning and Memorizing Models of Logical Theories in a Hybrid Learning Device. | Helmar Gust, Kai-Uwe Khnberger, Peter Geibel |
| 2007 | KI | Modeling Human-Level Intelligence by Integrated Cognition in a Hybrid Architecture. | Kai-Uwe Khnberger, Tonio Wandmacher, Angela Schwering, Ekaterina Ovchinnikova, Ulf Krumnack, Helmar Gust, Peter Geibel |