Kai-Uwe Kühnberger

Orcid: 0000-0003-1626-0598

Affiliations:
  • University of Osnabrück, Germany


According to our database1, Kai-Uwe Kühnberger authored at least 88 papers between 2004 and 2024.

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Bibliography

2024
Development of Few-Shot Learning Capabilities in Artificial Neural Networks When Learning Through Self-Supervised Interaction.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024

Enhancing SLM via ChatGPT and Dataset Augmentation.
CoRR, 2024

Enhancing Small Language Models via ChatGPT and Dataset Augmentation.
Proceedings of the Natural Language Processing and Information Systems, 2024

Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights.
Proceedings of the Natural Language Processing and Information Systems, 2024

FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Generating Qualitative Descriptions of Diagrams with a Transformer-Based Language Model.
Proceedings of the Diagrammatic Representation and Inference, 2024

2023
Opening the Black Box: Analyzing Attention Weights and Hidden States in Pre-trained Language Models for Non-language Tasks.
Proceedings of the Explainable Artificial Intelligence, 2023

Investigating Pre-trained Language Models on Cross-Domain Datasets, a Step Closer to General AI.
Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

Detecting Loose Wheel Bolts of a Vehicle Using Accelerometers in the Chassis.
Proceedings of the Pattern Recognition and Image Analysis - 11th Iberian Conference, 2023

Show Me How It's Done: The Role of Explanations in Fine-Tuning Language Models.
Proceedings of the Asian Conference on Machine Learning, 2023

2022
Searching for Types of Goals in a Conceptual Space of Goal Characteristics (short paper).
Proceedings of the Joint Ontology Workshops 2022 Episode VIII: The Svear Sommar of Ontology, 2022

2021
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation.
Proceedings of the Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021

Learning sparse and meaningful representations through embodiment.
Neural Networks, 2021

Formal ways for measuring relations between concepts in conceptual spaces†.
Expert Syst. J. Knowl. Eng., 2021

Fast Concept Mapping: The Emergence of Human Abilities in Artificial Neural Networks when Learning Embodied and Self-Supervised.
CoRR, 2021

Grounding Psychological Shape Space in Convolutional Neural Networks.
Proceedings of the Software Engineering and Formal Methods. SEFM 2021 Collocated Workshops, 2021

2019
Generalizing Psychological Similarity Spaces to Unseen Stimuli.
CoRR, 2019

Combining Deep Learning and (Structural) Feature-Based Classification Methods for Copyright-Protected PDF Documents.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

2018
Formalized Conceptual Spaces with a Geometric Representation of Correlations.
CoRR, 2018

A computational framework for conceptual blending.
Artif. Intell., 2018

An Evaluation of Perceived Personality in Fictional Characters Generated by Affective Simulation.
Proceedings of the Ninth International Conference on Computational Creativity, 2018

2017
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation.
CoRR, 2017

A General-Purpose Implementation of Conceptual Spaces.
CoRR, 2017

Towards a computational- and algorithmic-level account of concept blending using analogies and amalgams.
Connect. Sci., 2017

Theory blending: extended algorithmic aspects and examples.
Ann. Math. Artif. Intell., 2017

Measuring Relations Between Concepts in Conceptual Spaces.
Proceedings of the Artificial Intelligence XXXIV, 2017

Towards Grounding Conceptual Spaces in Neural Representations.
Proceedings of the Twelfth International Workshop on Neural-Symbolic Learning and Reasoning, 2017

A Thorough Formalization of Conceptual Spaces.
Proceedings of the KI 2017: Advances in Artificial Intelligence, 2017

A Comprehensive Implementation of Conceptual Spaces.
Proceedings of the 5th International Workshop on Artificial Intelligence and Cognition, 2017

2016
Visual Hallucination For Computational Creation.
Proceedings of the Seventh International Conference on Computational Creativity, 2016

A Preliminary Assessment of the Role of Conceptual Salience in Automatic Sketching.
Proceedings of the 4th International Workshop on Artificial Intelligence and Cognition co-located with the Joint Multi-Conference on Human-Level Artificial Intelligence (HLAI 2016), 2016

Towards a Computational Framework for Function-Driven Concept Invention.
Proceedings of the Artificial General Intelligence - 9th International Conference, 2016

2015
Editorial: Computational Creativity, Concept Invention, and General Intelligence.
J. Artif. Gen. Intell., 2015

Computational Invention of Cadences and Chord Progressions by Conceptual Chord-Blending.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Anchoring Knowledge in Interaction: Towards a Harmonic Subsymbolic/Symbolic Framework and Architecture of Computational Cognition.
Proceedings of the Artificial General Intelligence, 2015

Neural-Symbolic Learning and Reasoning: Contributions and Challenges.
Proceedings of the 2015 AAAI Spring Symposia, 2015

2014
Heuristic-Driven Theory Projection: An Overview.
Proceedings of the Computational Approaches to Analogical Reasoning: Current Trends, 2014

Applying AI for Modeling and Understanding Analogy-Based Classroom Teaching Tools and Techniques.
Proceedings of the KI 2014: Advances in Artificial Intelligence, 2014

COINVENT: Towards a Computational Concept Invention Theory.
Proceedings of the Fifth International Conference on Computational Creativity, 2014

Algorithmic Aspects of Theory Blending.
Proceedings of the Artificial Intelligence and Symbolic Computation, 2014

2013
Report on the Sixth Conference on Artificial General Intelligence.
AI Mag., 2013

Dynamic Assembly of Figures in Visuospatial Reasoning.
Proceedings of the Second Interdisciplinary Workshop The Shape of Things, 2013

Sketch Learning by Analogy.
Proceedings of the Second Interdisciplinary Workshop The Shape of Things, 2013

Utilizing Cognitive Mechanisms in the Analysis of Counterfactual Conditionals by AGI Systems.
Proceedings of the Artificial General Intelligence - 6th International Conference, 2013

2012
Adaptation of Ontological Knowledge from Structured Textual Data.
Proceedings of the Modeling, 2012

Introduction: Modeling, Learning and Processing of Text-Technological Data Structures.
Proceedings of the Modeling, 2012

Learning Methods for Graph Models of Document Structure.
Proceedings of the Modeling, 2012

Cognitive Approaches for the Semantic Web (Dagstuhl Seminar 12221).
Dagstuhl Reports, 2012

E Pluribus Multa In Unum: The Rationality Multiverse.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Rationality-Guided AGI as Cognitive Systems.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Creativity, Cognitive Mechanisms, and Logic.
Proceedings of the Artificial General Intelligence - 5th International Conference, 2012

2011
A computational account of conceptual blending in basic mathematics.
Cogn. Syst. Res., 2011

Refinements of Restricted Higher-Order Anti-Unification for Heuristic-Driven Theory Projection.
Proceedings of the KI 2011: Advances in Artificial Intelligence, 2011

Rationality and General Intelligence.
Proceedings of the Artificial General Intelligence - 4th International Conference, 2011

Towards a Domain-Independent Computational Framework for Theory Blending.
Proceedings of the Advances in Cognitive Systems, 2011

2010
Mining Concept Similarities for Heterogeneous Ontologies.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2010

Extensional Ontology Matching with Variable Selection for Support Vector Machines.
Proceedings of the CISIS 2010, 2010

2009
Facets of Artificial General Intelligence.
Künstliche Intell., 2009

Syntactic principles of heuristic-driven theory projection.
Cogn. Syst. Res., 2009

Analogies - Integrating Cognitive Abilities.
Cogn. Syst. Res., 2009

A Computational Model for Visual Metaphors. Interpreting Creative Visual Advertisements.
Proceedings of the ICAART 2009 - Proceedings of the International Conference on Agents and Artificial Intelligence, Porto, Portugal, January 19, 2009

Spatial Cognition of Geometric Figures in the Context of Proportional Analogies.
Proceedings of the Spatial Information Theory, 9th International Conference, 2009

2008
Human-Level Intelligence.
Künstliche Intell., 2008

Analogical Reasoning: A Core of Cognition.
Künstliche Intell., 2008

Modeling Reasoning Mechanisms by Neural-Symbolic Learning.
Proceedings of the Fourth International Workshop on Neural-Symbolic Learning and Reasoning, 2008

Perspectives of Neuro--Symbolic Integration -- Extended Abstract --.
Proceedings of the Recurrent Neural Networks - Models, Capacities, and Applications, 20.01., 2008

Re-representation in a Logic-Based Model for Analogy Making.
Proceedings of the AI 2008: Advances in Artificial Intelligence, 2008

Analogy as Integrating Framework for Human-Level Reasoning.
Proceedings of the Artificial General Intelligence 2008, 2008

Learning from Inconsistencies in an Integrated Cognitive Architecture.
Proceedings of the Artificial General Intelligence 2008, 2008

The Re-Representation Problem in a Logic-Based Framework for Analogy Making.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Learning Models of Predicate Logical Theories with Neural Networks Based on Topos Theory.
Proceedings of the Perspectives of Neural-Symbolic Integration, 2007

Automatic Ontology Extension: Resolving Inconsistencies.
LDV Forum, 2007

CogSci/ICCS 2006.
Künstliche Intell., 2007

Solving Terminological Inconsistency Problems in Ontology Design.
Int. J. Interoperability Bus. Inf. Syst., 2007

I-Cog: A Computational Framework for Integrated Cognition of Higher Cognitive Abilities.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Variants of Tree Kernels for XML Documents.
Proceedings of the MICAI 2007: Advances in Artificial Intelligence, 2007

Modeling Human-Level Intelligence by Integrated Cognition in a Hybrid Architecture.
Proceedings of the Foundations of Artificial Intelligence FAInt 2007, 2007

Learning and Memorizing Models of Logical Theories in a Hybrid Learning Device.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Classification of Documents Based on the Structure of Their DOM Trees.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

Restricted Higher-Order Anti-Unification for Analogy Making.
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007

Structure-Sensitive Learning of Text Types.
Proceedings of the AI 2007: Advances in Artificial Intelligence, 2007

2006
Metaphors and heuristic-driven theory projection (HDTP).
Theor. Comput. Sci., 2006

Adaptive <i>ALE</i>-TBox for Extending Terminological Knowledge.
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006

The Relevance of Artificial Intelligence for Human Cognition.
Proceedings of the Between a Rock and a Hard Place: Cognitive Science Principles Meet AI-Hard Problems, 2006

2005
Comparing Inductive and Circular Definitions: Parameters, Complexity and Games.
Stud Logica, 2005

Feature Constraint Logic and Error Detection in ICALL Systems.
Proceedings of the Logical Aspects of Computational Linguistics, 2005

2004
Ontological Aspects of Computing Analogies.
Proceedings of the International Conference on Cognitive Modelling, 2004

Cloning Composition and Logical Inferences in Neural Networks Using Variable-Free Logic.
Proceedings of the Compositional Connectionism in Cognitive Science, 2004


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