Browse State-of-the-Art › Knowledge Graphs › Papers, page 14

Knowledge Graphs

Papers archive 2025-07-28

archive papers tagged: 2,974 · with a code link: 1,273 · where Syntology ran a sample: 234 (207 with a run with no instrument failure, 27 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (234 of 2,974 tagged: 207 with a run with no instrument failure, 27 where every run was a failure of Syntology's instrument)

Page 14 of 30: papers 1,301 to 1,400 of 2,974, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Position Paper: Metadata Enrichment Model: Integrating Neural Networks and Semantic Knowledge Graphs for Cultural Heritage Applications
  29 May 2025 0 repositories listed
• Rethinking Regularization Methods for Knowledge Graph Completion
  29 May 2025 0 repositories listed
• ClaimPKG: Enhancing Claim Verification via Pseudo-Subgraph Generation with Lightweight Specialized LLM
  28 May 2025 0 repositories listed
• Spatial Knowledge Graph-Guided Multimodal Synthesis
  28 May 2025 0 repositories listed
• Complex System Diagnostics Using a Knowledge Graph-Informed and Large Language Model-Enhanced Framework
  27 May 2025 0 repositories listed
• Streamlining Knowledge Graph Creation with PyRML
  27 May 2025 0 repositories listed
• Conversational Lexicography: Querying Lexicographic Data on Knowledge Graphs with SPARQL through Natural Language
  26 May 2025 0 repositories listed
• DGRAG: Distributed Graph-based Retrieval-Augmented Generation in Edge-Cloud Systems
  26 May 2025 0 repositories listed
• Self-Reflective Planning with Knowledge Graphs: Enhancing LLM Reasoning Reliability for Question Answering
  26 May 2025 0 repositories listed
• Conversational Exploration of Literature Landscape with LitChat
  25 May 2025 0 repositories listed
• The Discovery Engine: A Framework for AI-Driven Synthesis and Navigation of Scientific Knowledge Landscapes
  23 May 2025 0 repositories listed
• Multi-modal Integration Analysis of Alzheimer's Disease Using Large Language Models and Knowledge Graphs
  21 May 2025 0 repositories listed
• Protoknowledge Shapes Behaviour of LLMs in Downstream Tasks: Memorization and Generalization with Knowledge Graphs
  21 May 2025 0 repositories listed
• SciCUEval: A Comprehensive Dataset for Evaluating Scientific Context Understanding in Large Language Models
  21 May 2025 0 repositories listed
• Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning
  20 May 2025 0 repositories listed
• Divide by Question, Conquer by Agent: SPLIT-RAG with Question-Driven Graph Partitioning
  20 May 2025 0 repositories listed
• The Role of Visualization in LLM-Assisted Knowledge Graph Systems: Effects on User Trust, Exploration, and Workflows
  20 May 2025 0 repositories listed
• Agentic Publications: An LLM-Driven Framework for Interactive Scientific Publishing, Supplementing Traditional Papers with AI-Powered Knowledge Systems
  19 May 2025 0 repositories listed
• GAP: Graph-Assisted Prompts for Dialogue-based Medication Recommendation
  19 May 2025 0 repositories listed
• Mixture Policy based Multi-Hop Reasoning over N-tuple Temporal Knowledge Graphs
  19 May 2025 0 repositories listed
• Q²Forge: Minting Competency Questions and SPARQL Queries for Question-Answering Over Knowledge Graphs
  19 May 2025 0 repositories listed
• Reasoning BO: Enhancing Bayesian Optimization with Long-Context Reasoning Power of LLMs
  19 May 2025 0 repositories listed
• Rank, Chunk and Expand: Lineage-Oriented Reasoning for Taxonomy Expansion
  19 May 2025 0 repositories listed
• Tianyi: A Traditional Chinese Medicine all-rounder language model and its Real-World Clinical Practice
  19 May 2025 0 repositories listed
• Enhancing Knowledge Graph Completion with GNN Distillation and Probabilistic Interaction Modeling
  18 May 2025 0 repositories listed
• Enhancing Large Language Models with Reward-guided Tree Search for Knowledge Graph Question and Answering
  18 May 2025 0 repositories listed
• Fully Geometric Multi-Hop Reasoning on Knowledge Graphs with Transitive Relations
  18 May 2025 0 repositories listed
• Hyperbolic Residual Quantization: Discrete Representations for Data with Latent Hierarchies
  18 May 2025 0 repositories listed
• MPRM: A Markov Path-based Rule Miner for Efficient and Interpretable Knowledge Graph Reasoning
  18 May 2025 0 repositories listed
• UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models
  18 May 2025 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• VITA: Versatile Time Representation Learning for Temporal Hyper-Relational Knowledge Graphs
  17 May 2025 0 repositories listed
• Relation Extraction Across Entire Books to Reconstruct Community Networks: The AffilKG Datasets
  16 May 2025 0 repositories listed
• Explain What You Mean: Intent Augmented Knowledge Graph Recommender Built With An LLM
  16 May 2025 0 repositories listed
• GraphOracle: A Foundation Model for Knowledge Graph Reasoning
  16 May 2025 0 repositories listed
• Chatting with Papers: A Hybrid Approach Using LLMs and Knowledge Graphs
  16 May 2025 0 repositories listed
• Leveraging Graph Retrieval-Augmented Generation to Support Learners' Understanding of Knowledge Concepts in MOOCs
  15 May 2025 0 repositories listed
• RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs
  15 May 2025 0 repositories listed
• Efficient and Scalable Neural Symbolic Search for Knowledge Graph Complex Query Answering
  13 May 2025 0 repositories listed
• Injecting Knowledge Graphs into Large Language Models
  12 May 2025 0 repositories listed
• KAQG: A Knowledge-Graph-Enhanced RAG for Difficulty-Controlled Question Generation
  12 May 2025 0 repositories listed
• SciCom Wiki: Fact-Checking and FAIR Knowledge Distribution for Scientific Videos and Podcasts
  12 May 2025 0 repositories listed
• Causal knowledge graph analysis identifies adverse drug effects
  11 May 2025 0 repositories listed
• Incremental Analysis of Legacy Applications Using Knowledge Graphs for Application Modernization
  11 May 2025 0 repositories listed
• TrumorGPT: Graph-Based Retrieval-Augmented Large Language Model for Fact-Checking
  11 May 2025 0 repositories listed
• Enhancing Text2Cypher with Schema Filtering
  8 May 2025 0 repositories listed
• KERAIA: An Adaptive and Explainable Framework for Dynamic Knowledge Representation and Reasoning
  7 May 2025 0 repositories listed
• Learning Knowledge-based Prompts for Robust 3D Mask Presentation Attack Detection
  6 May 2025 0 repositories listed
• Knowledge Graphs for Enhancing Large Language Models in Entity Disambiguation
  5 May 2025 0 repositories listed
• Real-time Spatial Retrieval Augmented Generation for Urban Environments
  4 May 2025 0 repositories listed
• Empowering Agentic Video Analytics Systems with Video Language Models
  1 May 2025 0 repositories listed
• Graph RAG for Legal Norms: A Hierarchical and Temporal Approach
  29 Apr 2025 0 repositories listed
• Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers
  29 Apr 2025 0 repositories listed
• GeoRDF2Vec Learning Location-Aware Entity Representations in Knowledge Graphs
  23 Apr 2025 0 repositories listed
• Transformers for Complex Query Answering over Knowledge Hypergraphs
  23 Apr 2025 0 repositories listed
• Harnessing Generative LLMs for Enhanced Financial Event Entity Extraction Performance
  20 Apr 2025 0 repositories listed
• HealthGenie: Empowering Users with Healthy Dietary Guidance through Knowledge Graph and Large Language Models
  20 Apr 2025 0 repositories listed
• Context-Awareness and Interpretability of Rare Occurrences for Discovery and Formalization of Critical Failure Modes
  18 Apr 2025 0 repositories listed
• CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models
  18 Apr 2025 0 repositories listed
• Multi-modal Knowledge Graph Generation with Semantics-enriched Prompts
  18 Apr 2025 0 repositories listed
• Pandora: A Code-Driven Large Language Model Agent for Unified Reasoning Across Diverse Structured Knowledge
  17 Apr 2025 0 repositories listed
• Mitigating LLM Hallucinations with Knowledge Graphs: A Case Study
  16 Apr 2025 0 repositories listed
• Mutual Understanding between People and Systems via Neurosymbolic AI and Knowledge Graphs
  15 Apr 2025 0 repositories listed
• Structured Graph Representations for Visual Narrative Reasoning: A Hierarchical Framework for Comics
  14 Apr 2025 0 repositories listed
• Constructing Micro Knowledge Graphs from Technical Support Documents
  14 Apr 2025 0 repositories listed
• Predictive AI with External Knowledge Infusion for Stocks
  14 Apr 2025 0 repositories listed
• Knowledge Graph-extended Retrieval Augmented Generation for Question Answering
  11 Apr 2025 0 repositories listed
• ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models
  10 Apr 2025 0 repositories listed
• Siren Federate: Bridging document, relational, and graph models for exploratory graph analysis
  10 Apr 2025 0 repositories listed
• DiffusionCom: Structure-Aware Multimodal Diffusion Model for Multimodal Knowledge Graph Completion
  9 Apr 2025 0 repositories listed
• KG-LLM-Bench: A Scalable Benchmark for Evaluating LLM Reasoning on Textualized Knowledge Graphs
  9 Apr 2025 0 repositories listed
• Cross-Document Contextual Coreference Resolution in Knowledge Graphs
  8 Apr 2025 0 repositories listed
• Evaluating Knowledge Graph Based Retrieval Augmented Generation Methods under Knowledge Incompleteness
  7 Apr 2025 0 repositories listed
• Do Larger Language Models Imply Better Reasoning? A Pretraining Scaling Law for Reasoning
  4 Apr 2025 0 repositories listed
• LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph
  4 Apr 2025 0 repositories listed
• Improving Harmful Text Detection with Joint Retrieval and External Knowledge
  3 Apr 2025 0 repositories listed
• Reasoning Inconsistencies and How to Mitigate Them in Deep Learning
  3 Apr 2025 0 repositories listed
• Embedding Method for Knowledge Graph with Densely Defined Ontology
  2 Apr 2025 0 repositories listed
• PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal
  2 Apr 2025 0 repositories listed
• Enhancing Large Language Models (LLMs) for Telecommunications using Knowledge Graphs and Retrieval-Augmented Generation
  31 Mar 2025 0 repositories listed
• A Retrieval-Augmented Knowledge Mining Method with Deep Thinking LLMs for Biomedical Research and Clinical Support
  29 Mar 2025 0 repositories listed
• Can LLMs Support Medical Knowledge Imputation? An Evaluation-Based Perspective
  29 Mar 2025 0 repositories listed
• Enhancing Knowledge Graph Completion with Entity Neighborhood and Relation Context
  29 Mar 2025 0 repositories listed
• Graph-to-Vision: Multi-graph Understanding and Reasoning using Vision-Language Models
  27 Mar 2025 0 repositories listed
• Knowledge Graphs as World Models for Semantic Material-Aware Obstacle Handling in Autonomous Vehicles
  27 Mar 2025 0 repositories listed
• DEMENTIA-PLAN: An Agent-Based Framework for Multi-Knowledge Graph Retrieval-Augmented Generation in Dementia Care
  26 Mar 2025 0 repositories listed
• Comparison of Metadata Representation Models for Knowledge Graph Embeddings
  25 Mar 2025 0 repositories listed
• Knowledge Graph Enhanced Generative Multi-modal Models for Class-Incremental Learning
  24 Mar 2025 0 repositories listed
• Predicting the Road Ahead: A Knowledge Graph based Foundation Model for Scene Understanding in Autonomous Driving
  24 Mar 2025 0 repositories listed
• SE-GNN: Seed Expanded-Aware Graph Neural Network with Iterative Optimization for Semi-supervised Entity Alignment
  24 Mar 2025 0 repositories listed
• SLIDE: Sliding Localized Information for Document Extraction
  23 Mar 2025 0 repositories listed
• FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs
  21 Mar 2025 0 repositories listed
• Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs
  20 Mar 2025 0 repositories listed
• MKG-Rank: Enhancing Large Language Models with Knowledge Graph for Multilingual Medical Question Answering
  20 Mar 2025 0 repositories listed
• Graph-Based Re-ranking: Emerging Techniques, Limitations, and Opportunities
  19 Mar 2025 0 repositories listed
• KoGNER: A Novel Framework for Knowledge Graph Distillation on Biomedical Named Entity Recognition
  19 Mar 2025 0 repositories listed
• Beyond Single Pass, Looping Through Time: KG-IRAG with Iterative Knowledge Retrieval
  18 Mar 2025 0 repositories listed
• GKG-LLM: A Unified Framework for Generalized Knowledge Graph Construction
  14 Mar 2025 0 repositories listed
• RAG-KG-IL: A Multi-Agent Hybrid Framework for Reducing Hallucinations and Enhancing LLM Reasoning through RAG and Incremental Knowledge Graph Learning Integration
  14 Mar 2025 0 repositories listed
• Graph-Grounded LLMs: Leveraging Graphical Function Calling to Minimize LLM Hallucinations
  13 Mar 2025 0 repositories listed
• Leveraging Knowledge Graphs and LLMs for Context-Aware Messaging
  12 Mar 2025 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.