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KG: Knowledge Graph

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10 papers in the last four weeks, down 17% on the four weeks before. 0.1% of all new papers.

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  1. Automatically Building and Updating a Knowledge Graph of MLIP Models

    Oct 7, 2026Alexis Beer, Liudmyla Klochko, Mathieu d'AquinKG Construction

    MosAIk Team, LORIA, Université de Lorraine, CNRS, Nancy, France · CRET AIREL, Université de Lorraine, Nancy, France

  2. Trustworthy Domain-Specific AI for Structured Knowledge Retrieval and Reasoning

    Oct 6, 2026Ryan C. BarronInformation RetrievalGraph Retrieval-Augmented Generation

  3. Aligning Multimodal Patient Evidence with Biomedical Knowledge Graphs for Clinical LLMs

    Oct 5, 2026Jiawen Du, Arshan Ali Khan, Chenhao Zhang +7KG ConstructionGraph-Based Retrieval

    University of North Carolina at Chapel Hill · Siddaganga Institute of Technology · Foci Labs +1

  4. Agentic schema-guided extraction of materials process knowledge from scientific literature

    Oct 5, 2026Sameer Sadruddin, Jennifer D'SouzaKG ConstructionDocument Information Extraction

    TIB Leibniz Information Centre for Science and Technology, Hannover, Germany.

  5. Curriculum Brain: Constructing Curriculum Knowledge Graphs as a Substrate for Cognitive Diagnosis

    Oct 5, 2026Shrideep Tamboli, Chiranjeevi Maddala, Eshal MinhajKG ConstructionEducational Assessment

    AI Ready School

  6. LLM-Assisted Discovery of Typed Semantic Links for Ontology Network Construction

    Oct 1, 2026Nouha Hayouni, Sheeba Samuel, Alsayed AlgergawyRelation ExtractionKG Construction

    Chair of Data and Knowledge Engineering, University of Passau, Germany · Distributed and Self-organizing Systems, Chemnitz University of Technology, Germany

  7. 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

  8. ARGUS: Role-Aware Event Knowledge Graphs for U.S. Employment-Discrimination Complaints

    Sep 24, 2026Sriram Kannan, Swetha Saseendran, Vishnu Vardhan Reddy Kandi +3KG ConstructionDocument Information Extraction

    University of Massachusetts Amherst · Bloomberg

  9. CodeGraph: Open-Taxonomy Knowledge Graph for Source Code with Wikidata Grounding

    Sep 24, 2026Federico Pennino, Andrea Gurioli, Stefano Zacchiroli +2KG ConstructionLLM Information Extraction

    Università di Bologna Bologna, Italy · LTCI Télécom Paris, Institut Polytechnique de Paris Palaiseau, France · DISI Università di Bologna Bologna, Italy +1

  10. 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

  11. Domain-Adaptive Pretraining Enhances Water Treatment Semantic Representation for Large-Scale Structured Literature Mining

    Sep 22, 2026Mudi Zhai, Ruihong Qiu, Qingyun Zeng +3KG ConstructionDomain-Adaptive Pretraining

    UNSW Water Research Centre, School of Civil and Environmental Engineering, The University of New South Wales, Sydney, NSW 2052, Australia · School of Electrical Engineering and Computer Science, The University of Queensland, Brisbane, QLD 4072, Australia · Microsoft Copilot Studio AI, Redmond, WA 98052, United States +2

  12. 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

  13. Geospatial AI, Dataverse Metadata, and the Study of Place-Based Government

    Sep 12, 2026Danny EBanks, Devika JainKG Construction

    Harvard University

  14. From Document Silos to Process Intelligence: A Multi-Layer Knowledge Graph for CMC Process Development

    Sep 10, 2026Reza Amirmoshiri, Faryad Sahneh, Yasser JangjouKG ConstructionLLM Agent Evaluation

    CMC Synthetics, Sanofi US · Accelerator Data science GBU, Sanofi US

  15. OntoKG-EQ: A provenance-grounded, competency-question-governed knowledge graph for auditable analyst querying

    Sep 8, 2026Furqan Nasir, Muhammad Atif Saeed, Muhammad Ehsan +2KG ConstructionData Provenance

    City University of Science and Information Technology (CUSIT), Peshawar, Pakistan · National University of Computer and Emerging Sciences2026 (FAST-NUCES), Islamabad, Pakistan · University of Engineering and Technology (UET), Peshawar, Pakistan

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

    Sep 1, 2026Yuni Susanti, Moritz SchubotzKG ConstructionKnowledge Representation

    FIZ Karlsruhe, Berlin, Germany

  17. Verifiable Disaster Storylines and Causal Knowledge Graphs: A Citation-Grounded Pipeline from Heterogeneous Humanitarian Sources

    Sep 1, 2026Ivan Decostanzi, Michele Ronco, Sergio Consoli +8KG ConstructionGrounded Text Generation

    ISI Foundation · Turin, Italy · European Commission, Joint Research Centre (JRC) +4

  18. Automated Tree Knowledge Graph Construction using Ontology Expansion and Retrieval from Vietnamese History Textbooks

    Sep 1, 2026Ket Doan Nguyen, Minh N. H. NguyenRelation ExtractionKG Construction

    The University of Danang, Vietnam-Korea University of Information and Communication Technology, Danang, Vietnam

  19. Hidden relationships in a document-derived property graph: top-k chunk embeddings and inverse-distance weighting over a dynamically evolving ontology

    Aug 31, 2026Bilge Kaan Karamete, Hunter CastenKG ConstructionGraph-Based Retrieval

    Babel Street

  20. post-graph-rag: A PostgreSQL-Native Bi-Temporal Graph RAG Engine with Temporal Grounding at Synthesis

    Aug 14, 2026Chandan RajahKG ConstructionLLM Reasoning with Graphs

    Independent Researcher

  21. Constructing Dynamic Master Logic Models as Knowledge Graphs for Complex System Diagnostics Using Retrieval-Augmented Large Language Models

    Aug 12, 2026Saman Marandi, Yu-Shu Hu, Mohammad ModarresKG ConstructionFault Diagnosis

    Center for Risk and Reliability, University of Maryland, 0151F Glenn L. Martin Hall, Building 088, College Park, MD 20742, United States · DML Inc., Hsinchu, Taiwan

  22. RTSKG: Building a Rail Transit Station Knowledge Graph Dataset

    Aug 11, 2026Shutong Zhu, Tianxing Wu, Runfeng Liu +3KG ConstructionIntelligent Transportation Systems

    School of Computer Science and Engineering, Southeast University, China · Key Laboratory of New Generation Artificial Intelligence Technology and Its Interdisciplinary Applications (Southeast University), Ministry of Education, China · School of Architecture, Southeast University, China

  23. MUSE: A Full-Text Cross-Domain Knowledge Base of Scientific Problems, Solutions, and Rationales

    Aug 11, 2026Tsofia Cohen, Tom HopeRelation ExtractionKG Construction

    The Hebrew University of Jerusalem · Allen Institute for AI (Ai2)

  24. REAP: Relation-Aware Elicitation and Parsing for Closed-Book Knowledge Base Construction from LLMs

    Aug 11, 2026Thanh-Dan Bui, Thanh-Trung Do, Tuan-Phong NguyenKG ConstructionLLM Prompting

    VNU University of Engineering and Technology, Hanoi, Vietnam

  25. Curate Before You Connect: Identity and Ontology Tagging in a Production Knowledge Graph

    Aug 11, 2026Vaibhav Dangaich, Kevin Lewis, Kundeshwar PundalikKG ConstructionEntity Resolution

    Konectu

  26. KGCaRe: Explainable Complex Conditional Question Answering using Automatic Knowledge Graph Construction and Context Retrieval with LLMs

    Aug 10, 2026Ghanshyam Verma, Simanta Sarkar, Devishree Pillai +6KG ConstructionGraph Retrieval-Augmented Generation

    Insight Research Ireland Centre for Data Analytics, Data Science Institute, University of Galway, IDA Business Park, Galway, H91 AEX4, Co. Galway, Ireland. · Fidelity Investments, Boston, Massachusetts, USA. · Fidelity Investments, Dublin, Co. Dublin, Ireland.

  27. PolicyKG: An Agentic LLM Pipeline for Translating Institutional Policies into SHACL Knowledge Graphs

    Aug 10, 2026Ponkrit Kaewsawee, Chaklam Silpasuwanchai, Chutiporn AnutariyaKG ConstructionDocument Information Extraction

    Asian Institute of Technology, Pathum Thani, Thailand

  28. VDGR-RAG: Vectors, Directories, Graphs, and Reflection Are All You Need for Unified Reasoning over Hierarchical Enterprise Knowledge

    Aug 8, 2026Wenqi Chen, Haofei Yang, Rui Yang +1KG ConstructionGraph Retrieval-Augmented Generation

    Huawei Technologies, Shanghai, China

  29. An Agentic Hybrid Top-Down and Bottom-Up Approach to Knowledge Graph Generation

    Aug 7, 2026Emma Jouffroy, Warren Jouanneau, Marc PalyartKG ConstructionLLM Information Extraction

    Malt, Paris, France

  30. GPTKB 2.0: Browsing, Querying, and Auditing a Disambiguated LLM-Derived Knowledge Base

    Aug 7, 2026Yujia Hu, Tuan-Phong Nguyen, Simon RazniewskiKG ConstructionEntity Resolution

    ScaDS.AI Dresden/Leipzig & TU Dresden, Germany · VNU University of Engineering and Technology, Hanoi, Vietnam