KG Construction

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. Mind the Gap: A Dual Knowledge Graph Framework for Unified Multi-task User Intent Inference

    Aug 7, 2026Tzu-Cheng Peng, Chien Chin Chen, Chih-Hao Ku +1KG ConstructionMulti-Task Learning

    National Taiwan University · National Taiwan University, Taiwan · University of North Texas +3

  2. THBKG: A Temporal Biomedical Knowledge Graph for Decision-Aligned Clinical Advancement Prediction

    Aug 6, 2026Pui Chung Siu, Claudia Cabrera, Mani Mudaliar +1KG ConstructionClinical Outcome Prediction

    Recursion Pharmaceuticals Inc. Salt Lake City, UT, USA · Queen Mary University of London Clinical Pharmacology, William Harvey Research Institute, Barts and The London School of Medicine and Dentistry London, United Kingdom

  3. Constructing Disambiguated Knowledge Bases from Large Language Models at Scale

    Aug 4, 2026Yujia Hu, Tuan-Phong Nguyen, Simon RazniewskiKG ConstructionEntity Resolution

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

  4. Reversing Arrows in Large Language Models

    Aug 4, 2026Sefika Efeoglu, Adrian PaschkeKG ConstructionLLM Evaluation

    Institute of Computer Science, Department of Mathematics and Computer Science, Freie Universität Berlin, 14195 Berlin, Germany · Data Analytic Center (DANA), Fraunhofer Institute FOKUS, 10589 Berlin, Germany

  5. Evidence-Grounded Multimodal Knowledge Graph Construction for Multi-Lecture Educational Reasoning

    Aug 4, 2026Sahil Al Farib, Momota Ahsana Meem, Sheikh Redwanul Islam +1KG ConstructionMultimodal KGs

    Department of Computer Science & Engineering, United International University, Dhaka, Bangladesh

  6. From SQL Errors to Concept Gaps: An AI-Powered Knowledge Graph Analytics Platform for Personalized Feedback

    Aug 4, 2026Abdulrahman AlRabah, Weijian Zhou, Xing Gao +1KG ConstructionIntelligent Tutoring Systems

    Siebel School of Computing and Data Science, University of Illinois Urbana-Champaign

  7. BEST-KAG: Enhancing Question Answering of Building Engineering Standards with Multimodal Knowledge Graph Modeling and Large Language Model

    Aug 2, 2026Jia-Rui Lin, Junxi Guo, Keyin Chen +1Document UnderstandingKG Construction

    Department of Civil Engineering, Tsinghua University, Beijing, China, 100084 · Key Laboratory of Digital Construction and Digital Twin, Ministry of Housing and Urban-Rural Development, Beijing, China, 100084

  8. WikiLoop: Jointly Learning to Build and Navigate Agent-Native Wikis with Downstream Feedback

    Jul 29, 2026Haoliang Ming, Feifei Li, Wenhui QueMulti-Hop QAKG Construction

    WeChat, Tencent Inc., Beijing, China

  9. Automatic Knowledge Graph Construction and Query for Earthquake Catalogs

    Jul 27, 2026Yuxin Zhou, Huai Zhang, S. Mostafa MousaviKG ConstructionGraph Retrieval-Augmented Generation

    State Key Laboratory of Earth System Numerical Modeling and Application, College of Earth and Planetary Sciences, University of Chinese Academy of Sciences, Beijing 100049, China · Department of Earth and Planetary Sciences, Harvard University, Cambridge, MA 02138, USA

  10. TRACE-CTI: Auditable Post-Extraction Governance of TTP Claims with Knowledge Graphs

    Jul 27, 2026Federico Valletta, Giacomo Longo, Enrico Russo +1KG ConstructionAI Assurance

    CASD – School of Advanced Defense Studies, Piazza della Rovere 83, 00165 Rome, Italy

  11. LLM-Assisted Ontology Engineering and Construction of a French Legal Knowledge Graph

    Jul 27, 2026G{é}nesis Montenegro, Mokhtar Boumedyen Billami, Catherine Faron +2Relation ExtractionKG Construction

    WIMMICS · Université Côte d’Azur, Inria, CNRS, I3S, Sophia-Antipolis, France · Berger-Levrault, Labège, France

  12. PULSE: An Executable Contract Language for Spatiotemporal Knowledge Graph Engineering

    Jul 26, 2026Dongxu Yang, Ziyi LiangKG ConstructionSpatiotemporal Reasoning

    DeepLethe

  13. From Static Bibliometrics to Dynamic Knowledge Graphs: An LLM-Powered Framework for Modernizing Science, Technology, and Innovation (STI) Analytics

    Jul 23, 2026Muhsen HammoudKG ConstructionBibliometric Analysis

    Informatics Engineering Department, Informatics and Communication Engineering Faculty, Arab International University, Damascus, Syrian Arab Republic

  14. An Ontology-Guided, Deduplication-Aware Extraction Layer for Knowledge Graph Construction from Heterogeneous Documents

    Jul 22, 2026Vaibhav Dangaich, Kevin Lewis, Kundeshwar PundalikRelation ExtractionKG Construction

  15. CODENS: Transforming Code Changes into Living, Accessible, and Queryable Documentation

    Jul 20, 2026Abdelhak Kelious, Chyrine Tahri, Eliot BardetKG ConstructionGraph Retrieval-Augmented Generation

    CAPSENS Paris, France

  16. RAGU: A Multi-Step GraphRAG Engine with a Compact Domain-Adapted LLM

    Jul 13, 2026Mikhail Komarov, Ivan Bondarenko, Stanislav Shtuka +5KG ConstructionLLM Reasoning with Graphs

    1ITMO University · 2Novosibirsk State University · 3Far Eastern Federal University +1

  17. FAIR GraphRAG: A Retrieval-Augmented Generation Approach for Semantic Data Analysis

    Jul 13, 2026Marlena Flüh, Soo-Yon Kim, Carolin Victoria Schneider +1KG ConstructionGraph Retrieval-Augmented Generation

    Data Stream Management and Analysis RWTH Aachen University Aachen, Germany · Gastroenterology, Metabolic Diseases and Intensive Care University Hospital RWTH Aachen Aachen, Germany

  18. KGCQual: An Interpretable Framework for Evaluating the Knowledge Graph Construction Quality from Text

    Jul 11, 2026Nipun Misra, Vikranth Udandarao, Aanchal Gupta +3KG ConstructionAutomated Evaluation

    VIT Vellore, Vellore, India · IIIT-Delhi, Delhi, India · Indian Institute of Technology Palakkad, Kerala, India.

  19. VisTCP: A Visualization Framework to Construct Knowledge-Graph-Based Representation for Traditional Chinese Painting

    Jul 7, 2026Zhiguang Zhou, Fengling Zheng, Miaoxin Hu +9KG ConstructionScene Graph Generation

    School of Media and Design, Hangzhou Dianzi University · School of Computer Science, Hangzhou Dianzi University · State Key Lab of CAD&CG, Zhejiang University +1

  20. TACTIC-KG: Toward Small Agent Teams for Cyber Threat Intelligence Knowledge Graph Construction

    Jul 6, 2026Mouhamed Amine Bouchiha, Gregory BlancKG ConstructionMulti-Agent LLM Systems

    SAMOVAR, Télécom SudParis, Institut Polytechnique de Paris

  21. TRIAGE: Trustworthy Retrieval Instrumentation And Graph Evaluation

    Jul 3, 2026Axel TahmasebiMoradi, Lucas Schott, Martin RoyerKG ConstructionRAG Evaluation

    IRT-SystemX

  22. PhenoNEST: A Neuro-Symbolic Framework for Ontology-Aware Multimodal Plant Phenotyping and Trait Discovery

    Jul 3, 2026Jayant Ghadge, Soumyashree Kar, Surya S. DurbhaMultimodal GroundingKG Construction

    Centre of Studies in Resources Engineering (CSRE) Indian Institute of Technology Bombay Mumbai, India

  23. Verifiable Knowledge Expansion through Retrieval-Grounded Formal Concept Analysis

    Jul 2, 2026Yujin Yang, Heejung LeeKG ConstructionLLM Grounding

    Hanyang University Seoul, Korea

  24. Evidence-Supported Credit Risk Report Generation Using News-Centric Financial Knowledge Graphs

    Jul 1, 2026Rocio Jimenez-Villen, Ziwei Xu, Ying Chen +2KG ConstructionFinancial Services

    Universidad Politécnica de Madrid, Spain · Institute of Science Tokyo, Japan

  25. CVE-TTP KG: Knowledge Graph Linking Software Vulnerabilities to Attack Behaviors

    Jun 30, 2026Swati Yadav, Dincy R. Arikkat, Basant Agarwal +3KG ConstructionCyber Threat Intelligence

    Department of Computer Science & Engineering Swami Keshvanand Institute of Technology, Management & Gramothan, Jaipur · Department of Computer Science and Engineering Christ College of Engineering Thrissur, Kerala · Department of Computer Science & Engineering Central University of Rajasthan, Ajmer +2

  26. CORTEX: High-Quality Cross-Domain Organization of Web-Scale Corpora through Ontological Corpus Graph

    Jun 29, 2026Chengtao Gan, Xiaoke Guo, Yushan Zhu +5KG ConstructionTraining Data Curation

    Zhejiang University · JIUTIAN Research, Beijing, China

  27. Mapping Political-Elite Networks in Europe with a Multilingual Joint Entity-Relation Extraction Pipeline

    Jun 25, 2026Kirill Solovev, Jana LasserRelation ExtractionKG Construction

    IDea_Lab, University of Graz

  28. Knowledge-augmented Agentic AI for Mental Health Medication Information Seeking

    Jun 24, 2026Huizi Yu, Jian Liu, Wenkong Wang +10KG ConstructionHealthcare

    Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China · Department of Psychiatry, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China · School of Control Science and Engineering, Shandong University, Ji’nan, Shandong, China +5

  29. TheoremGraph: Bridging Formal and Informal Mathematics

    Jun 24, 2026Simon Kurgan, Evan Wang, Eric Leonen +6KG ConstructionGraph-Based Retrieval

    University of Washington Math AI Lab

  30. How Does Research Evolve? Tracing Cross-Domain Trajectories in NLP, ML, and CV with Claim-Grounded Typed Citations

    Jun 21, 2026Abdul Muntakim, Md Abdullah Al Hafiz Khan, Sadid Hasan +1KG ConstructionCitation Verification

    Kennesaw State University, Georgia, USA · Microsoft, Cambridge, USA