Knowledge Representation

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9 papers in the last four weeks, up 125% on the four weeks before. 0.1% of all new papers.

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  1. Cognitive Schemas, Laws and Tasks

    Oct 7, 2026Antal Jakovác, András TelcsKnowledge RepresentationStructured Reasoning

    HUN-REN Wigner Research Centre for Physics, Institute for Particle and Nuclear Physics, Computational Sciences Department, Data and Compute Intensive Sciences Research Group, Budapest, Hungary.

  2. From Papers to Mechanisms: An Evidence-Grounded Knowledge Substrate for Scientific Language Models

    Oct 5, 2026Qiuhui Chen, Yibo Liu, Tao Dai +3Knowledge Augmentation for Language ModelsScientific QA

    School of Information Science and Engineering, East China University of Science and Technology · School of Computer Science, Shanghai Jiao Tong University · Tencent

  3. OntoInk: Interactive Ontology Visualization, Validation, and Reasoning

    Oct 5, 2026Ebrahim Norouzi, Jörg Waitelonis, Harald SackKnowledge Representation

    FIZ Karlsruhe – Leibniz Institute for Information Infrastructure, Germany · Karlsruhe Institute of Technology (KIT), Institute AIFB, Germany

  4. An ontology for cross-sectoral crisis management: core and public health modules

    Oct 1, 2026Aldo Gangemi, Rita T. Sousa, Luigi Asprino +6Knowledge RepresentationDisaster Response

    University of Bologna, Bologna, Italy · San Raffaele University of Rome, Rome, Italy · Data and Web Science Group, University of Mannheim, Mannheim, Germany +3

  5. Enterprise Representation Simplification (ERS): Reducing Representational Complexity for Enterprise AI

    Sep 30, 2026Terry Dorsey, Kevin HugginsKnowledge Representation

    Denodo Corporation Palo Alto, California 94301 · Harrisburg University Harrisburg, Pennsylvania 17101

  6. 5W1H+Which: Context-Valid Semantic Indexing with Progressive Ontology Binding

    Sep 28, 2026Yaxiao Liu, Pengbo Liu, Yiwen Liu +2KG ConstructionKnowledge Representation

    PwC China AI Center · Tsinghua University

  7. Large Knowledge Model: A Knowledge Foundation for Agentic Science at Scale

    Sep 23, 2026Yuan Huang, Sihan Hu, Hongyu Gu +18KG ConstructionAI Agents for Scientific Discovery

    DP Technology, Beijing, China · Institute of Theoretical Physics, Chinese Academy of Sciences, Beijing, China · International Center for Quantum Materials, School of Physics, Peking University, Beijing, China +4

  8. ArticleMiner: Ontology-Guided Knowledge Graph Construction from Scientific Publications

    Sep 22, 2026Md Abrar Jahin, Craig A. Knoblock, Jay PujaraKG ConstructionDocument Information Extraction

    USC Information Sciences Institute, Marina del Rey, CA 90292, USA · Thomas Lord Department of Computer Science, University of Southern California, Los Angeles, CA 90089, USA

  9. Potential for Enhanced Learning in Machine Learning Classes by Using Wiki LLM Indexing

    Sep 21, 2026Brian WrightRetrieval-Augmented GenerationLLM Grounding

    School of Data Science, University of Virginia

  10. Probabilistic Modelling of Operational Design Domains, A New Approach for Testing AI Systems

    Sep 21, 2026Hans-Werner WiesbrockProbabilistic Graphical ModelsKnowledge Representation

    ITPower Solutions GmbH Kolonnenstrasse 26 10829 Berlin, Germany

  11. Three Types of Negation of Triple and its Elements and an Extension of Triple

    Sep 8, 2026Zhenghua PanLogical ReasoningKnowledge Representation

    School of Mathematics and Data Science, Jiangnan University, Wuxi 214122, China

  12. Towards a universal language of concepts: A survey

    Sep 7, 2026Aishni ParabProgram SynthesisKnowledge Representation

    Department of Computer Science UCLA

  13. Semantic Bayesian World Models

    Sep 3, 2026Tommaso SoruProbabilistic LogicWorld Models

    Liber AI Research, London, UK

  14. The zbMATH Open Knowledge Graph: Tracing Centuries of Mathematical Research

    Sep 1, 2026Yuni Susanti, Moritz SchubotzKG ConstructionKnowledge Representation

    FIZ Karlsruhe, Berlin, Germany

  15. Automatic Conversion of NICE Guidelines to an Executable Computational Model Using Large Language Models

    Aug 30, 2026Ashvin Gupta, Denys Prociuk, Alessandra Russo +1Clinical Decision SupportKnowledge Representation

    Department of Computing, Imperial College London, London, UK · Department of Surgery and Cancer and I-­X/Digital Foundry, Imperial College London, London, UK

  16. SchemaLink: An Intelligent Web Editor for LinkML Schema Curation

    Aug 12, 2026Emanuele Cavalleri, Paolo Perlasca, J. Harry Caufield +3Knowledge Representation

    Department of Computer Science, University of Milano, Via Celoria 18, Milano, 20133, Italy · Biosystems Data Science, Lawrence Berkeley National Lab, Calvin Rd, Berkeley, 94705, CA, USA

  17. SCALE: Scientific Concept Aggregation via LLMs and Embeddings for Fine-Grained Taxonomy Extension

    Aug 7, 2026Daniele Raimondi, Feichi Lu, Oliver Grun +2Hierarchical ClassificationKnowledge Representation

    MDPI Data Intelligence Team, MDPI AG, Grosspeteranlage 5, CH-4052 Basel, Switzerland

  18. A General Sufficient Condition for Rewriting Horn-ALCHI Atomic Queries into GQL

    Aug 5, 2026David Carral, Calixte Gruson, Quentin ManièreQuery ReformulationKnowledge Representation

    LIRMM, Inria, University of Montpellier, CNRS, Montpellier, France · DI ENS, ENS, CNRS, PSL University & Inria, France

  19. TriQua: Reconciling Granularity and Context in Factuality Evaluation

    Aug 5, 2026Jin Liu, Steffen Thoma, Achim RettingerLLM Answer VerificationFactual Consistency Evaluation

    FZI Research Center for Information Technology, Karlsruhe, Germany · Karlsruhe Institute of Technology, Karlsruhe, Germany · Trier University, Trier, Germany

  20. SSC: A Verifiable Structured Representation for Bimanual Manipulation Labelling

    Aug 5, 2026Yupu Lu, Shuang Wu, Sihan Chen +4Long-Horizon Robotic ManipulationKnowledge Representation

    School of Computing and Data Science, The University of Hong Kong, HKSAR · Artificial Intelligence Laboratory (Leibniz), HKSAR

  21. Semantic Networks as Clues: A Theoretical Foundation and Process Optimization for Semantic Network Construction

    Aug 3, 2026JinWoo Ha, Dongsoo KimDocument Information ExtractionKnowledge Representation

    Department of Industrial and Information Systems Engineering, Soongsil University, Seoul 06978, Republic of Korea

  22. Constructing Executable Analytical Knowledge Representations for Meta-Analysis Synthesis Using an Agentic Harness

    Aug 3, 2026Lingbo Li, Anuradha Mathrani, Teo SusnjakAI-Assisted Scientific ResearchKnowledge Representation

    School of Mathematical and Computational Sciences Massey University Auckland, New Zealand

  23. Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning

    Aug 3, 2026Xuyang Zhao, Liting Zhang, Zichen Xu +4On-Policy Self-DistillationKnowledge Representation

    1TMCC, College of Computer Science, Nankai University, Tianjin, China · 2Huawei Technologies Ltd., Beijing, China

  24. Recovering Explanations from Transformed Rule-Based Ontologies

    Jul 31, 2026Alex Ivliev, Markus Krötzsch, Maximilian MarxAutomated Theorem ProvingSymbolic Reasoning

    Knowledge-Based Systems Group, TU Dresden, Dresden, Germany

  25. COntExt: Towards Context-Aware Ontology Extension from Operational Metrics

    Jul 31, 2026Hussain Hussain, Stefan Schöberl, Angelika Schneider +1Knowledge RepresentationOntology Learning

    Know Center Research GmbH, Graz, Austria · Software Competence Center Hagenberg GmbH, Hagenberg im Mühlkreis, Austria · Fraunhofer AISEC, Garching bei München, Germany

  26. Stratified Negation in RDF Rules: A Correct Approach (Extended Version)

    Jul 30, 2026Nils Küchenmeister, Alex Ivliev, Dörthe Arndt +1Nonmonotonic ReasoningKnowledge Representation

    Knowledge-Based Systems Group, TU Dresden, Dresden, Germany · Computational Logic Group, TU Dresden / ScaDS.AI, Dresden/Leipzig, Germany

  27. SciSchema.org: A Multidisciplinary Collection of Schemas for Structured Scientific Process Descriptions

    Jul 30, 2026Jennifer D'Souza, Sameer Sadruddin, Anisa Rula +23Knowledge RepresentationStructured Output Generation

    TIB Leibniz Information Centre for Science and Technology, Hannover, Germany · University of Brescia, Brescia, Italy · University of Alicante, Alicante, Spain +15

  28. Shapes from Examples: Foundations of Shape Learning in Recursive SHACL

    Jul 30, 2026Bente Gortworst, Cem Okulmus, Magdalena Ortiz +1Knowledge RepresentationKnowledge Graphs

    TU Wien, Vienna, Austria · Paderborn University, Paderborn, Germany

  29. Virtual Process Dossier: A Process-Aware Data Catalogue

    Jul 30, 2026Lukas Kubelka, Alexander Bott, Frank Döhner +6ManufacturingData Provenance

    Institute of Applied Informatics and Formal Description Methods, Karlsruhe Institute of Technology, Karlsruhe, Germany · Institute of Production Sciences, Karlsruhe Institute of Technology, Karlsruhe, Germany · Institute for Anthropomatics and Robotics, Karlsruhe Institute of Technology, Karlsruhe, Germany +4

  30. AgentMap: Joint Equivalence and Subsumption Discovery for Ontology Matching

    Jul 29, 2026Yiping Song, Jiaoyan Chen, Renate Schmidt +2Knowledge RepresentationSemantic Mapping

    Department of Computer Science, The University of Manchester, UK · School of Software Technology, Zhejiang University, China