Kai-Uwe Kühnberger

100 papers A* 4B 3C 7Misc 6Journal 36Unranked 36

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Mapping and Classification of Trees Outside Forests using Deep Learning. CoRR Moritz Lucas, Hamid Ebrahimy, Viacheslav Barkov, Ralf Pecenka, Kai-Uwe Kühnberger, Björn Waske
2024	J	`jnl`	Development of Few-Shot Learning Capabilities in Artificial Neural Networks When Learning Through Self-Supervised Interaction. IEEE Trans. Pattern Anal. Mach. Intell. Viviane Clay, Gordon Pipa, Kai-Uwe Kühnberger, Peter König
2024	—	`conf`	Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights. NLDB (1) Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2024	J	`jnl`	Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights. CoRR Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2024	J	`jnl`	Enhancing SLM via ChatGPT and Dataset Augmentation. CoRR Tom Pieper, Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2024	—	`conf`	Enhancing Small Language Models via ChatGPT and Dataset Augmentation. NLDB (2) Tom Pieper, Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2024	A*	`conf`	FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation. EMNLP Mohamad Ballout, Anne Dedert, Nohayr Abdelmoneim, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2024	C	`conf`	Generating Qualitative Descriptions of Diagrams with a Transformer-Based Language Model. Diagrams Marco Schorlemmer, Mohamad Ballout, Kai-Uwe Kühnberger
2024	J	`jnl`	Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models. CoRR Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2023	Misc	`conf`	Detecting Loose Wheel Bolts of a Vehicle Using Accelerometers in the Chassis. IbPRIA Jonas Schmidt, Kai-Uwe Kühnberger, Dennis Pape, Tobias Pobandt
2023	—	`conf`	Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI. INNS DLIA@IJCNN Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2023	J	`jnl`	Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI. CoRR Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2023	—	`conf`	Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks. xAI (3) Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2023	J	`jnl`	Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks. CoRR Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2023	C	`conf`	Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models. ACML Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger
2022	—	`conf`	Searching for Types of Goals in a Conceptual Space of Goal Characteristics (short paper). JOWO Felix Weber, Ahmed M. H. Abdel-Fattah, Kai-Uwe Kühnberger
2021	J	`jnl`	Fast Concept Mapping: The Emergence of Human Abilities in Artificial Neural Networks when Learning Embodied and Self-Supervised. CoRR Viviane Clay, Peter König, Gordon Pipa, Kai-Uwe Kühnberger
2021	J	`jnl`	Formal ways for measuring relations between concepts in conceptual spaces†. Expert Syst. J. Knowl. Eng. Lucas Bechberger, Kai-Uwe Kühnberger
2021	—	`conf`	Grounding Psychological Shape Space in Convolutional Neural Networks. SEFM Workshops Lucas Bechberger, Kai-Uwe Kühnberger
2021	J	`jnl`	Grounding Psychological Shape Space in Convolutional Neural Networks. CoRR Lucas Bechberger, Kai-Uwe Kühnberger
2021	J	`jnl`	Learning sparse and meaningful representations through embodiment. Neural Networks Viviane Clay, Peter König, Kai-Uwe Kühnberger, Gordon Pipa
2021	—	`ch.`	Neural-Symbolic Learning and Reasoning: A Survey and Interpretation. Neuro-Symbolic Artificial Intelligence Tarek R. Besold, Artur S. d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro M. Domingos, Pascal Hitzler, Kai-Uwe Kühnberger, Luís C. Lamb, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon, Gerson Zaverucha
2019	—	`conf`	Combining Deep Learning and (Structural) Feature-Based Classification Methods for Copyright-Protected PDF Documents. ICANN (4) Renato Garita Figueiredo, Kai-Uwe Kühnberger, Gordon Pipa, Tobias Thelen
2019	J	`jnl`	Generalizing Psychological Similarity Spaces to Unseen Stimuli. CoRR Lucas Bechberger, Kai-Uwe Kühnberger
2018	J	`jnl`	A computational framework for conceptual blending. Artif. Intell. Manfred Eppe, Ewen Maclean, Roberto Confalonieri, Oliver Kutz, Marco Schorlemmer, Enric Plaza, Kai-Uwe Kühnberger
2018	C	`conf`	An Evaluation of Perceived Personality in Fictional Characters Generated by Affective Simulation. ICCC Leonid Berov, Kai-Uwe Kühnberger
2018	J	`jnl`	Formal Ways for Measuring Relations between Concepts in Conceptual Spaces. CoRR Lucas Bechberger, Kai-Uwe Kühnberger
2018	J	`jnl`	Formalized Conceptual Spaces with a Geometric Representation of Correlations. CoRR Lucas Bechberger, Kai-Uwe Kühnberger
2017	—	`conf`	A Comprehensive Implementation of Conceptual Spaces. AIC Lucas Bechberger, Kai-Uwe Kühnberger
2017	J	`jnl`	A General-Purpose Implementation of Conceptual Spaces. CoRR Lucas Bechberger, Kai-Uwe Kühnberger
2017	Misc	`conf`	A Thorough Formalization of Conceptual Spaces. KI Lucas Bechberger, Kai-Uwe Kühnberger
2017	J	`jnl`	A Thorough Formalization of Conceptual Spaces. CoRR Lucas Bechberger, Kai-Uwe Kühnberger
2017	J	`jnl`	Measuring Relations Between Concepts In Conceptual Spaces. CoRR Lucas Bechberger, Kai-Uwe Kühnberger
2017	—	`conf`	Measuring Relations Between Concepts in Conceptual Spaces. SGAI Conf. Lucas Bechberger, Kai-Uwe Kühnberger
2017	J	`jnl`	Neural-Symbolic Learning and Reasoning: A Survey and Interpretation. CoRR Tarek R. Besold, Artur S. d'Avila Garcez, Sebastian Bader, Howard Bowman, Pedro M. Domingos, Pascal Hitzler, Kai-Uwe Kühnberger, Luís C. Lamb, Daniel Lowd, Priscila Machado Vieira Lima, Leo de Penning, Gadi Pinkas, Hoifung Poon, Gerson Zaverucha
2017	J	`jnl`	Theory blending: extended algorithmic aspects and examples. Ann. Math. Artif. Intell. Maricarmen Martínez, Ahmed M. H. Abdel-Fattah, Ulf Krumnack, Danny Gómez-Ramírez, Alan Smaill, Tarek Richard Besold, Alison Pease, Martin Schmidt, Markus Guhe, Kai-Uwe Kühnberger
2017	C	`conf`	Towards Grounding Conceptual Spaces in Neural Representations. NeSy Lucas Bechberger, Kai-Uwe Kühnberger
2017	J	`jnl`	Towards Grounding Conceptual Spaces in Neural Representations. CoRR Lucas Bechberger, Kai-Uwe Kühnberger
2017	J	`jnl`	Towards a computational- and algorithmic-level account of concept blending using analogies and amalgams. Connect. Sci. Tarek R. Besold, Kai-Uwe Kühnberger, Enric Plaza
2016	—	`conf`	A Preliminary Assessment of the Role of Conceptual Salience in Automatic Sketching. AIC Ahmed M. H. Abdel-Fattah, Wael Zakaria, Nashwa Abdelghaffar, Nohayr Abdelmoneim, Stefan Schneider, Kai-Uwe Kühnberger
2016	—	`conf`	Towards a Computational Framework for Function-Driven Concept Invention. AGI Nico Potyka, Danny Gómez-Ramírez, Kai-Uwe Kühnberger
2016	C	`conf`	Visual Hallucination For Computational Creation. ICCC Leonid Berov, Kai-Uwe Kühnberger
2015	—	`conf`	Anchoring Knowledge in Interaction: Towards a Harmonic Subsymbolic/Symbolic Framework and Architecture of Computational Cognition. AGI Tarek Richard Besold, Kai-Uwe Kühnberger, Artur S. d'Avila Garcez, Alessandro Saffiotti, Martin H. Fischer, Alan Bundy
2015	A*	`conf`	Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending. IJCAI Manfred Eppe, Roberto Confalonieri, Ewen Maclean, Maximos Kaliakatsos-Papakostas, Emilios Cambouropoulos, W. Marco Schorlemmer, Mihai Codescu, Kai-Uwe Kühnberger
2015	J	`jnl`	Editorial: Computational Creativity, Concept Invention, and General Intelligence. J. Artif. Gen. Intell. Tarek Richard Besold, Kai-Uwe Kühnberger, Tony Veale
2015	—	`conf`	Neural-Symbolic Learning and Reasoning: Contributions and Challenges. AAAI Spring Symposia Artur S. d'Avila Garcez, Tarek R. Besold, Luc De Raedt, Peter Földiák, Pascal Hitzler, Thomas Icard, Kai-Uwe Kühnberger, Luís C. Lamb, Risto Miikkulainen, Daniel L. Silver
2014	Misc	`conf`	Algorithmic Aspects of Theory Blending. AISC Maricarmen Martínez, Ulf Krumnack, Alan Smaill, Tarek Richard Besold, Ahmed M. H. Abdel-Fattah, Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Markus Guhe, Alison Pease
2014	Misc	`conf`	Applying AI for Modeling and Understanding Analogy-Based Classroom Teaching Tools and Techniques. KI Tarek Richard Besold, Kai-Uwe Kühnberger
2014	C	`conf`	COINVENT: Towards a Computational Concept Invention Theory. ICCC Marco Schorlemmer, Alan Smaill, Kai-Uwe Kühnberger, Oliver Kutz, Simon Colton, Emilios Cambouropoulos, Alison Pease
2014	—	`ch.`	Heuristic-Driven Theory Projection: An Overview. Computational Approaches to Analogical Reasoning Martin Schmidt, Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger
2013	—	`ed.`	Artificial General Intelligence - 6th International Conference, AGI 2013, Beijing, China, July 31 - August 3, 2013 Proceedings AGI Kai-Uwe Kühnberger, Sebastian Rudolph, Pei Wang
2013	—	`conf`	Dynamic Assembly of Figures in Visuospatial Reasoning. SHAPES Stefan Schneider, Ulf Krumnack, Kai-Uwe Kühnberger
2013	J	`jnl`	Report on the Sixth Conference on Artificial General Intelligence. AI Mag. Kai-Uwe Kühnberger, Sebastian Rudolph, Pei Wang
2013	—	`conf`	Sketch Learning by Analogy. SHAPES Ulf Krumnack, Angela Schwering, Kai-Uwe Kühnberger, Helmar Gust, Ahmed M. H. Abdel-Fattah, Tarek R. Besold, Martin Schmidt, Stefan Schneider
2013	—	`conf`	Utilizing Cognitive Mechanisms in the Analysis of Counterfactual Conditionals by AGI Systems. AGI Ahmed M. H. Abdel-Fattah, Ulf Krumnack, Kai-Uwe Kühnberger
2012	—	`ch.`	Adaptation of Ontological Knowledge from Structured Textual Data. Modeling, Learning, and Processing of Text Technological Data Structures Tonio Wandmacher, Ekaterina Ovchinnikova, Uwe Mönnich, Jens Michaelis, Kai-Uwe Kühnberger
2012	J	`jnl`	Cognitive Approaches for the Semantic Web (Dagstuhl Seminar 12221). Dagstuhl Reports Dedre Gentner, Frank van Harmelen, Pascal Hitzler, Krzysztof Janowicz, Kai-Uwe Kühnberger
2012	—	`conf`	Creativity, Cognitive Mechanisms, and Logic. AGI Ahmed M. H. Abdel-Fattah, Tarek R. Besold, Kai-Uwe Kühnberger
2012	B	`conf`	E Pluribus Multa In Unum: The Rationality Multiverse. CogSci Tarek Richard Besold, Kai-Uwe Kühnberger
2012	—	`ch.`	Introduction: Modeling, Learning and Processing of Text-Technological Data Structures. Modeling, Learning, and Processing of Text Technological Data Structures Alexander Mehler, Kai-Uwe Kühnberger, Henning Lobin, Harald Lüngen, Angelika Storrer, Andreas Witt
2012	—	`ch.`	Learning Methods for Graph Models of Document Structure. Modeling, Learning, and Processing of Text Technological Data Structures Peter Geibel, Alexander Mehler, Kai-Uwe Kühnberger
2012	—	`book`	Modeling, Learning, and Processing of Text Technological Data Structures Alexander Mehler, Kai-Uwe Kühnberger, Henning Lobin, Harald Lüngen, Angelika Storrer, Andreas Witt
2012	B	`conf`	Rationality-Guided AGI as Cognitive Systems. CogSci Ahmed M. H. Abdel-Fattah, Tarek Richard Besold, Helmar Gust, Ulf Krumnack, Martin Schmidt, Kai-Uwe Kühnberger, Pei Wang
2011	J	`jnl`	A computational account of conceptual blending in basic mathematics. Cogn. Syst. Res. Markus Guhe, Alison Pease, Alan Smaill, Maricarmen Martínez, Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Ulf Krumnack
2011	—	`conf`	Rationality and General Intelligence. AGI Helmar Gust, Ulf Krumnack, Maricarmen Martínez, Ahmed M. H. Abdel-Fattah, Martin Schmidt, Kai-Uwe Kühnberger
2011	Misc	`conf`	Refinements of Restricted Higher-Order Anti-Unification for Heuristic-Driven Theory Projection. KI Martin Schmidt, Helmar Gust, Kai-Uwe Kühnberger, Ulf Krumnack
2011	—	`conf`	Towards a Domain-Independent Computational Framework for Theory Blending. AAAI Fall Symposium: Advances in Cognitive Systems Maricarmen Martínez, Tarek R. Besold, Ahmed Mohammed Hassan Abdel-Fattah, Kai-Uwe Kühnberger, Helmar Gust, Martin Schmidt, Ulf Krumnack
2010	Misc	`conf`	Extensional Ontology Matching with Variable Selection for Support Vector Machines. CISIS Konstantin Todorov, Peter Geibel, Kai-Uwe Kühnberger
2010	A*	`conf`	Mining Concept Similarities for Heterogeneous Ontologies. ICDM Konstantin Todorov, Peter Geibel, Kai-Uwe Kühnberger
2009	B	`conf`	A Computational Model for Visual Metaphors. Interpreting Creative Visual Advertisements. ICAART Angela Schwering, Kai-Uwe Kühnberger, Ulf Krumnack, Helmar Gust, Tonio Wandmacher, Bipin Indurkhya, Amitash Ojha
2009	J	`jnl`	Analogies - Integrating Cognitive Abilities. Cogn. Syst. Res. Angela Schwering, Kai-Uwe Kühnberger, Boicho N. Kokinov
2009	J	`jnl`	Facets of Artificial General Intelligence. Künstliche Intell. Kai-Uwe Kühnberger, Pascal Hitzler
2009	—	`conf`	Spatial Cognition of Geometric Figures in the Context of Proportional Analogies. COSIT Angela Schwering, Kai-Uwe Kühnberger, Ulf Krumnack, Helmar Gust
2009	J	`jnl`	Syntactic principles of heuristic-driven theory projection. Cogn. Syst. Res. Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust
2008	J	`jnl`	Analogical Reasoning: A Core of Cognition. Künstliche Intell. Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering
2008	—	`conf`	Analogy as Integrating Framework for Human-Level Reasoning. AGI Angela Schwering, Ulf Krumnack, Kai-Uwe Kühnberger, Helmar Gust
2008	J	`jnl`	Human-Level Intelligence. Künstliche Intell. Helmar Gust, Ulf Krumnack, Kai-Uwe Kühnberger, Angela Schwering
2008	—	`conf`	Learning from Inconsistencies in an Integrated Cognitive Architecture. AGI Kai-Uwe Kühnberger, Peter Geibel, Helmar Gust, Ulf Krumnack, Ekaterina Ovchinnikova, Angela Schwering, Tonio Wandmacher
2008	C	`conf`	Modeling Reasoning Mechanisms by Neural-Symbolic Learning. NeSy Kai-Uwe Kühnberger
2008	—	`conf`	Perspectives of Neuro--Symbolic Integration -- Extended Abstract --. Recurrent Neural Networks Kai-Uwe Kühnberger, Helmar Gust, Peter Geibel
2008	—	`conf`	Re-representation in a Logic-Based Model for Analogy Making. Australasian Conference on Artificial Intelligence Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger, Angela Schwering
2008	A*	`conf`	The Re-Representation Problem in a Logic-Based Framework for Analogy Making. AAAI Ulf Krumnack, Helmar Gust, Kai-Uwe Kühnberger, Angela Schwering
2007	J	`jnl`	Automatic Ontology Extension: Resolving Inconsistencies. LDV Forum Ekaterina Ovchinnikova, Kai-Uwe Kühnberger
2007	—	`conf`	Classification of Documents Based on the Structure of Their DOM Trees. ICONIP (2) Peter Geibel, Olga Pustylnikov, Alexander Mehler, Helmar Gust, Kai-Uwe Kühnberger
2007	J	`jnl`	CogSci/ICCS 2006. Künstliche Intell. Kai-Uwe Kühnberger
2007	—	`conf`	I-Cog: A Computational Framework for Integrated Cognition of Higher Cognitive Abilities. MICAI Kai-Uwe Kühnberger, Tonio Wandmacher, Angela Schwering, Ekaterina Ovchinnikova, Ulf Krumnack, Helmar Gust, Peter Geibel
2007	—	`ch.`	Learning Models of Predicate Logical Theories with Neural Networks Based on Topos Theory. Perspectives of Neural-Symbolic Integration Helmar Gust, Kai-Uwe Kühnberger, Peter Geibel
2007	—	`conf`	Learning and Memorizing Models of Logical Theories in a Hybrid Learning Device. ICONIP (2) Helmar Gust, Kai-Uwe Kühnberger, Peter Geibel
2007	—	`conf`	Modeling Human-Level Intelligence by Integrated Cognition in a Hybrid Architecture. FAInt Kai-Uwe Kühnberger, Tonio Wandmacher, Angela Schwering, Ekaterina Ovchinnikova, Ulf Krumnack, Helmar Gust, Peter Geibel
2007	—	`conf`	Restricted Higher-Order Anti-Unification for Analogy Making. Australian Conference on Artificial Intelligence Ulf Krumnack, Angela Schwering, Helmar Gust, Kai-Uwe Kühnberger
2007	J	`jnl`	Solving Terminological Inconsistency Problems in Ontology Design. Int. J. Interoperability Bus. Inf. Syst. Ekaterina Ovchinnikova, Tonio Wandmacher, Kai-Uwe Kühnberger
2007	—	`conf`	Structure-Sensitive Learning of Text Types. Australian Conference on Artificial Intelligence Peter Geibel, Ulf Krumnack, Olga Pustylnikov, Alexander Mehler, Helmar Gust, Kai-Uwe Kühnberger
2007	—	`conf`	Variants of Tree Kernels for XML Documents. MICAI Peter Geibel, Helmar Gust, Kai-Uwe Kühnberger
2006	—	`conf`	Adaptive Australian Conference on Artificial Intelligence Ekaterina Ovchinnikova, Kai-Uwe Kühnberger
2006	J	`jnl`	Metaphors and heuristic-driven theory projection (HDTP). Theor. Comput. Sci. Helmar Gust, Kai-Uwe Kühnberger, Ute Schmid
2006	—	`conf`	The Relevance of Artificial Intelligence for Human Cognition. AAAI Spring Symposium: Between a Rock and a Hard Place: Cognitive Science Principles Meet AI-Hard Problems Helmar Gust, Kai-Uwe Kühnberger
2005	J	`jnl`	Comparing Inductive and Circular Definitions: Parameters, Complexity and Games. Stud Logica Kai-Uwe Kühnberger, Benedikt Löwe, Michael Möllerfeld, Philip D. Welch
2005	—	`conf`	Feature Constraint Logic and Error Detection in ICALL Systems. LACL Veit Reuer, Kai-Uwe Kühnberger
2004	—	`conf`	Cloning Composition and Logical Inferences in Neural Networks Using Variable-Free Logic. AAAI Technical Report (3) Helmar Gust, Kai-Uwe Kühnberger
2004	—	`conf`	Ontological Aspects of Computing Analogies. ICCM Helmar Gust, Kai-Uwe Kühnberger, Ute Schmid