Browse State-of-the-Art › Knowledge Graphs › Papers, page 15
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 15 of 30: papers 1,401 to 1,500 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.
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A Time Series Multitask Framework Integrating a Large Language Model, Pre-Trained Time Series Model, and Knowledge Graph10 Mar 2025 0 repositories listed
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POINT: a web-based platform for pharmacological investigation enhanced by multi-omics networks and knowledge graphs10 Mar 2025 0 repositories listed
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Talking to GDELT Through Knowledge Graphs10 Mar 2025 0 repositories listed
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ExKG-LLM: Leveraging Large Language Models for Automated Expansion of Cognitive Neuroscience Knowledge Graphs9 Mar 2025 0 repositories listed
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Interpretable High-order Knowledge Graph Neural Network for Predicting Synthetic Lethality in Human Cancers8 Mar 2025 0 repositories listed
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STAR: A Foundation Model-driven Framework for Robust Task Planning and Failure Recovery in Robotic Systems8 Mar 2025 0 repositories listed
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Every FLOP Counts: Scaling a 300B Mixture-of-Experts LING LLM without Premium GPUs7 Mar 2025 0 repositories listed
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ZOGRASCOPE: A New Benchmark for Property Graphs7 Mar 2025 0 repositories listed
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Dynamic-KGQA: A Scalable Framework for Generating Adaptive Question Answering Datasets6 Mar 2025 0 repositories listed
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Matrix Factorization for Inferring Associations and Missing Links6 Mar 2025 0 repositories listed
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A Conceptual Model for Attributions in Event-Centric Knowledge Graphs5 Mar 2025 0 repositories listed
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MuCo-KGC: Multi-Context-Aware Knowledge Graph Completion5 Mar 2025 0 repositories listed
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Geo-Semantic-Parsing: AI-powered geoparsing by traversing semantic knowledge graphs3 Mar 2025 0 repositories listed
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ER-RAG: Enhance RAG with ER-Based Unified Modeling of Heterogeneous Data Sources2 Mar 2025 0 repositories listed
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G-OSR: A Comprehensive Benchmark for Graph Open-Set Recognition1 Mar 2025 0 repositories listed
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A Pilot Empirical Study on When and How to Use Knowledge Graphs as Retrieval Augmented Generation28 Feb 2025 0 repositories listed
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KEDRec-LM: A Knowledge-distilled Explainable Drug Recommendation Large Language Model27 Feb 2025 0 repositories listed
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Building Knowledge Graphs Towards a Global Food Systems Datahub26 Feb 2025 0 repositories listed
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Holistic Audit Dataset Generation for LLM Unlearning via Knowledge Graph Traversal and Redundancy Removal26 Feb 2025 0 repositories listed
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Talking like Piping and Instrumentation Diagrams (P&IDs)26 Feb 2025 0 repositories listed
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GraphRank Pro+: Advancing Talent Analytics Through Knowledge Graphs and Sentiment-Enhanced Skill Profiling25 Feb 2025 0 repositories listed
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Applications of Large Models in Medicine24 Feb 2025 0 repositories listed
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Graph Masked Language Models24 Feb 2025 0 repositories listed
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A Fine-Tuning Approach for T5 Using Knowledge Graphs to Address Complex Tasks23 Feb 2025 0 repositories listed
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GraphCheck: Breaking Long-Term Text Barriers with Extracted Knowledge Graph-Powered Fact-Checking23 Feb 2025 0 repositories listed
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EPERM: An Evidence Path Enhanced Reasoning Model for Knowledge Graph Question and Answering22 Feb 2025 0 repositories listed
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Text2Zinc: A Cross-Domain Dataset for Modeling Optimization and Satisfaction Problems in MiniZinc22 Feb 2025 0 repositories listed
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Dynamic Knowledge Selector and Evaluator for recommendation with Knowledge Graph21 Feb 2025 0 repositories listed
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Beyond the Surface: Uncovering Implicit Locations with LLMs for Personalized Local News20 Feb 2025 0 repositories listed
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Fact or Guesswork? Evaluating Large Language Model's Medical Knowledge with Structured One-Hop Judgment20 Feb 2025 0 repositories listed
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Reducing Hallucinations in Language Model-based SPARQL Query Generation Using Post-Generation Memory Retrieval19 Feb 2025 0 repositories listed
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Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge18 Feb 2025 0 repositories listed
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Grounding LLM Reasoning with Knowledge Graphs18 Feb 2025 0 repositories listed
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How Expressive are Knowledge Graph Foundation Models?18 Feb 2025 0 repositories listed
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KnowPath: Knowledge-enhanced Reasoning via LLM-generated Inference Paths over Knowledge Graphs17 Feb 2025 0 repositories listed
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RAG vs. GraphRAG: A Systematic Evaluation and Key Insights17 Feb 2025 0 repositories listed
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K-Edit: Language Model Editing with Contextual Knowledge Awareness15 Feb 2025 0 repositories listed
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Musical Heritage Historical Entity Linking13 Feb 2025 0 repositories listed
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The Joint Entity-Relation Extraction Model Based on Span and Interactive Fusion Representation for Chinese Medical Texts with Complex Semantics13 Feb 2025 0 repositories listed
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TRIFFID: Autonomous Robotic Aid For Increasing First Responders Efficiency13 Feb 2025 0 repositories listed
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Representation Learning to Advance Multi-institutional Studies with Electronic Health Record Data12 Feb 2025 0 repositories listed
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Deconstructing Depression Stigma: Integrating AI-driven Data Collection and Analysis with Causal Knowledge Graphs9 Feb 2025 0 repositories listed
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Boosting Knowledge Graph-based Recommendations through Confidence-Aware Augmentation with Large Language Models6 Feb 2025 0 repositories listed
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SymAgent: A Neural-Symbolic Self-Learning Agent Framework for Complex Reasoning over Knowledge Graphs5 Feb 2025 0 repositories listed
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Automating Mathematical Proof Generation Using Large Language Model Agents and Knowledge Graphs4 Feb 2025 0 repositories listed
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On Bob Dylan: A Computational Perspective3 Feb 2025 0 repositories listed
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Self-supervised Quantized Representation for Seamlessly Integrating Knowledge Graphs with Large Language Models30 Jan 2025 0 repositories listed
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Semantic Web and Creative AI -- A Technical Report from ISWS 202330 Jan 2025 0 repositories listed
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Query-Aware Learnable Graph Pooling Tokens as Prompt for Large Language Models29 Jan 2025 0 repositories listed
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Raiders of the Lost Dependency: Fixing Dependency Conflicts in Python using LLMs27 Jan 2025 0 repositories listed
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How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback26 Jan 2025 0 repositories listed
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Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts26 Jan 2025 0 repositories listed
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Knowledge Graphs Construction from Criminal Court Appeals: Insights from the French Cassation Court24 Jan 2025 0 repositories listed
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Neural-Symbolic Message Passing with Dynamic Pruning24 Jan 2025 0 repositories listed
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EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents23 Jan 2025 0 repositories listed
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GraphRAG under Fire23 Jan 2025 0 repositories listed
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StreamingRAG: Real-time Contextual Retrieval and Generation Framework23 Jan 2025 0 repositories listed
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Combining Knowledge Graph and LLMs for Enhanced Zero-shot Visual Question Answering22 Jan 2025 0 repositories listed
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Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model21 Jan 2025 0 repositories listed
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Biomedical Knowledge Graph: A Survey of Domains, Tasks, and Real-World Applications20 Jan 2025 0 repositories listed
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A Method for Multi-Hop Question Answering on Persian Knowledge Graph18 Jan 2025 0 repositories listed
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FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs17 Jan 2025 0 repositories listed
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Causal Claims in Economics12 Jan 2025 0 repositories listed
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Enhancing Data Integrity through Provenance Tracking in Semantic Web Frameworks12 Jan 2025 0 repositories listed
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Large Language Models, Knowledge Graphs and Search Engines: A Crossroads for Answering Users' Questions12 Jan 2025 0 repositories listed
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Quantifying Relational Exploration in Cultural Heritage Knowledge Graphs with LLMs: A Neuro-Symbolic Approach11 Jan 2025 0 repositories listed
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Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT7 Jan 2025 0 repositories listed
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KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs7 Jan 2025 0 repositories listed
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KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion7 Jan 2025 0 repositories listed
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Efficient Relational Context Perception for Knowledge Graph Completion31 Dec 2024 0 repositories listed
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Efficient support ticket resolution using Knowledge Graphs31 Dec 2024 0 repositories listed
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Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion31 Dec 2024 0 repositories listed
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KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model's Reasoning Path Aggregation30 Dec 2024 0 repositories listed
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A Comprehensive Framework for Reliable Legal AI: Combining Specialized Expert Systems and Adaptive Refinement29 Dec 2024 0 repositories listed
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Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems28 Dec 2024 0 repositories listed
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From Hallucinations to Facts: Enhancing Language Models with Curated Knowledge Graphs24 Dec 2024 0 repositories listed
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Advances in Machine Learning Research Using Knowledge Graphs23 Dec 2024 0 repositories listed
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RAGONITE: Iterative Retrieval on Induced Databases and Verbalized RDF for Conversational QA over KGs with RAG23 Dec 2024 0 repositories listed
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GraphAgent: Agentic Graph Language Assistant22 Dec 2024 0 repositories listed
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Logical Consistency of Large Language Models in Fact-checking20 Dec 2024 0 repositories listed
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Extending TWIG: Zero-Shot Predictive Hyperparameter Selection for KGEs based on Graph Structure19 Dec 2024 0 repositories listed
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SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval19 Dec 2024 0 repositories listed
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From An LLM Swarm To A PDDL-Empowered HIVE: Planning Self-Executed Instructions In A Multi-Modal Jungle17 Dec 2024 0 repositories listed
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Knowledge Graphs: The Future of Data Integration and Insightful Discovery17 Dec 2024 0 repositories listed
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LLM is Knowledge Graph Reasoner: LLM's Intuition-aware Knowledge Graph Reasoning for Cold-start Sequential Recommendation17 Dec 2024 0 repositories listed
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Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework17 Dec 2024 0 repositories listed
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How Can LLMs and Knowledge Graphs Contribute to Robot Safety? A Few-Shot Learning Approach16 Dec 2024 0 repositories listed
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Intention Knowledge Graph Construction for User Intention Relation Modeling16 Dec 2024 0 repositories listed
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A Contextualized BERT model for Knowledge Graph Completion15 Dec 2024 0 repositories listed
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Thinking with Knowledge Graphs: Enhancing LLM Reasoning Through Structured Data14 Dec 2024 0 repositories listed
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A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings13 Dec 2024 0 repositories listed
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Text2Cypher: Bridging Natural Language and Graph Databases13 Dec 2024 0 repositories listed
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A Graph-Based Synthetic Data Pipeline for Scaling High-Quality Reasoning Instructions12 Dec 2024 0 repositories listed
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In-Context Learning with Topological Information for Knowledge Graph Completion11 Dec 2024 0 repositories listed
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VEL: A Formally Verified Reasoner for OWL2 EL Profile11 Dec 2024 0 repositories listed
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Combining knowledge graphs and LLMs for hazardous chemical information management and reuse10 Dec 2024 0 repositories listed
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Fine-grained graph representation learning for heterogeneous mobile networks with attentive fusion and contrastive learning10 Dec 2024 0 repositories listed
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Generating Knowledge Graphs from Large Language Models: A Comparative Study of GPT-4, LLaMA 2, and BERT10 Dec 2024 0 repositories listed
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Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design8 Dec 2024 0 repositories listed