Browse State-of-the-Art › Knowledge Graphs › Papers, page 17
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 17 of 30: papers 1,601 to 1,700 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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Posets and Bounded Probabilities for Discovering Order-inducing Features in Event Knowledge Graphs8 Oct 2024 0 repositories listed
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Representing Web Applications As Knowledge Graphs6 Oct 2024 0 repositories listed
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5 Oct 2024 0 repositories listed Syntology 6 ran (of which 4 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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Domain-Specific Retrieval-Augmented Generation Using Vector Stores, Knowledge Graphs, and Tensor Factorization3 Oct 2024 0 repositories listed
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Semantic-Guided RL for Interpretable Feature Engineering3 Oct 2024 0 repositories listed
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LLM+KG@VLDB'24 Workshop Summary2 Oct 2024 0 repositories listed
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From Natural Language to SQL: Review of LLM-based Text-to-SQL Systems1 Oct 2024 0 repositories listed
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Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models30 Sep 2024 0 repositories listed
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GUNDAM: Aligning Large Language Models with Graph Understanding30 Sep 2024 0 repositories listed
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Rehearsing Answers to Probable Questions with Perspective-Taking27 Sep 2024 0 repositories listed
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Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study26 Sep 2024 0 repositories listed
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KIPPS: Knowledge infusion in Privacy Preserving Synthetic Data Generation25 Sep 2024 0 repositories listed
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SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graphs22 Sep 2024 0 repositories listed
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AI Assistants for Spaceflight Procedures: Combining Generative Pre-Trained Transformer and Retrieval-Augmented Generation on Knowledge Graphs With Augmented Reality Cues21 Sep 2024 0 repositories listed
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Towards Automated Patent Workflows: AI-Orchestrated Multi-Agent Framework for Intellectual Property Management and Analysis21 Sep 2024 0 repositories listed
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Leveraging Knowledge Graphs and LLMs to Support and Monitor Legislative Systems20 Sep 2024 0 repositories listed
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Procedure Model for Building Knowledge Graphs for Industry Applications20 Sep 2024 0 repositories listed
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KnowFormer: Revisiting Transformers for Knowledge Graph Reasoning19 Sep 2024 0 repositories listed
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Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning19 Sep 2024 0 repositories listed
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Geometric Relational Embeddings18 Sep 2024 0 repositories listed
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A Knowledge-Enhanced Disease Diagnosis Method Based on Prompt Learning and BERT Integration16 Sep 2024 0 repositories listed
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LLM-DER:A Named Entity Recognition Method Based on Large Language Models for Chinese Coal Chemical Domain16 Sep 2024 0 repositories listed
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MGSA: Multi-Granularity Graph Structure Attention for Knowledge Graph-to-Text Generation16 Sep 2024 0 repositories listed
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A RAG Approach for Generating Competency Questions in Ontology Engineering13 Sep 2024 0 repositories listed
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Contri(e)ve: Context + Retrieve for Scholarly Question Answering13 Sep 2024 0 repositories listed
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Winning Solution For Meta KDD Cup' 2413 Sep 2024 0 repositories listed
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Influence of Backdoor Paths on Causal Link Prediction12 Sep 2024 0 repositories listed
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Semantic Interoperability on Blockchain by Generating Smart Contracts Based on Knowledge Graphs11 Sep 2024 0 repositories listed
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Fine-tuning and Prompt Engineering with Cognitive Knowledge Graphs for Scholarly Knowledge Organization10 Sep 2024 0 repositories listed
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Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Question Answering6 Sep 2024 0 repositories listed
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Neurosymbolic Methods for Dynamic Knowledge Graphs6 Sep 2024 0 repositories listed
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Rx Strategist: Prescription Verification using LLM Agents System5 Sep 2024 0 repositories listed
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Building FKG.in: a Knowledge Graph for Indian Food1 Sep 2024 0 repositories listed
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LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments28 Aug 2024 0 repositories listed
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CL4KGE: A Curriculum Learning Method for Knowledge Graph Embedding27 Aug 2024 0 repositories listed
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Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies27 Aug 2024 0 repositories listed
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Triplètoile: Extraction of Knowledge from Microblogging Text27 Aug 2024 0 repositories listed
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KGPrune: a Web Application to Extract Subgraphs of Interest from Wikidata with Analogical Pruning26 Aug 2024 0 repositories listed
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DrugAgent: Multi-Agent Large Language Model-Based Reasoning for Drug-Target Interaction Prediction23 Aug 2024 0 repositories listed
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Hardware Acceleration for Knowledge Graph Processing: Challenges & Recent Developments22 Aug 2024 0 repositories listed
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MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient22 Aug 2024 0 repositories listed
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An Open Knowledge Graph-Based Approach for Mapping Concepts and Requirements between the EU AI Act and International Standards21 Aug 2024 0 repositories listed
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GS-KGC: A Generative Subgraph-based Framework for Knowledge Graph Completion with Large Language Models20 Aug 2024 0 repositories listed
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Revisiting the Graph Reasoning Ability of Large Language Models: Case Studies in Translation, Connectivity and Shortest Path18 Aug 2024 0 repositories listed
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ASGM-KG: Unveiling Alluvial Gold Mining Through Knowledge Graphs16 Aug 2024 0 repositories listed
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Multimodal Relational Triple Extraction with Query-based Entity Object Transformer16 Aug 2024 0 repositories listed
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CEGRL-TKGR: A Causal Enhanced Graph Representation Learning Framework for Temporal Knowledge Graph Reasoning15 Aug 2024 0 repositories listed
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Conformalized Answer Set Prediction for Knowledge Graph Embedding15 Aug 2024 0 repositories listed
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KGV: Integrating Large Language Models with Knowledge Graphs for Cyber Threat Intelligence Credibility Assessment15 Aug 2024 0 repositories listed
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Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction15 Aug 2024 0 repositories listed
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QirK: Question Answering via Intermediate Representation on Knowledge Graphs14 Aug 2024 0 repositories listed
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WeKnow-RAG: An Adaptive Approach for Retrieval-Augmented Generation Integrating Web Search and Knowledge Graphs14 Aug 2024 0 repositories listed
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Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors13 Aug 2024 0 repositories listed
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The gene function prediction challenge: large language models and knowledge graphs to the rescue13 Aug 2024 0 repositories listed
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Bridging LLMs and KGs without Fine-Tuning: Intermediate Probing Meets Subgraph-Aware Entity Descriptions13 Aug 2024 0 repositories listed
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A Methodological Report on Anomaly Detection on Dynamic Knowledge Graphs12 Aug 2024 0 repositories listed
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ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models12 Aug 2024 0 repositories listed
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Low-Dimensional Federated Knowledge Graph Embedding via Knowledge Distillation11 Aug 2024 0 repositories listed
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HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction9 Aug 2024 0 repositories listed
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Enhancing Complex Causality Extraction via Improved Subtask Interaction and Knowledge Fusion6 Aug 2024 0 repositories listed
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CADRL: Category-aware Dual-agent Reinforcement Learning for Explainable Recommendations over Knowledge Graphs6 Aug 2024 0 repositories listed
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SnapE -- Training Snapshot Ensembles of Link Prediction Models5 Aug 2024 0 repositories listed
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Enhancing Supply Chain Visibility with Knowledge Graphs and Large Language Models5 Aug 2024 0 repositories listed
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MMPKUBase: A Comprehensive and High-quality Chinese Multi-modal Knowledge Graph3 Aug 2024 0 repositories listed
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Graph Stochastic Neural Process for Inductive Few-shot Knowledge Graph Completion3 Aug 2024 0 repositories listed
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DERA: Dense Entity Retrieval for Entity Alignment in Knowledge Graphs2 Aug 2024 0 repositories listed
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Aligning Multiple Knowledge Graphs in a Single Pass1 Aug 2024 0 repositories listed
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Multi-Level Querying using A Knowledge Pyramid31 Jul 2024 0 repositories listed
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eSPARQL: Representing and Reconciling Agnostic and Atheistic Beliefs in RDF-star Knowledge Graphs31 Jul 2024 0 repositories listed
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CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge30 Jul 2024 0 repositories listed
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TopicTag: Automatic Annotation of NMF Topic Models Using Chain of Thought and Prompt Tuning with LLMs29 Jul 2024 0 repositories listed
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What if Red Can Talk? Dynamic Dialogue Generation Using Large Language Models29 Jul 2024 0 repositories listed
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Semantic Communication Enhanced by Knowledge Graph Representation Learning27 Jul 2024 0 repositories listed
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Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs26 Jul 2024 0 repositories listed
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Synergizing Knowledge Graphs with Large Language Models: A Comprehensive Review and Future Prospects26 Jul 2024 0 repositories listed
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Using GPT-4 to guide causal machine learning26 Jul 2024 0 repositories listed
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Beyond Entity Alignment: Towards Complete Knowledge Graph Alignment via Entity-Relation Synergy25 Jul 2024 0 repositories listed
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An Ad-hoc graph node vector embedding algorithm for general knowledge graphs using Kinetica-Graph22 Jul 2024 0 repositories listed
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Enhancing Graph Neural Networks with Limited Labeled Data by Actively Distilling Knowledge from Large Language Models19 Jul 2024 0 repositories listed
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HeCiX: Integrating Knowledge Graphs and Large Language Models for Biomedical Research19 Jul 2024 0 repositories listed
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PRAGyan -- Connecting the Dots in Tweets18 Jul 2024 0 repositories listed
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Mindful-RAG: A Study of Points of Failure in Retrieval Augmented Generation16 Jul 2024 0 repositories listed
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Converging Paradigms: The Synergy of Symbolic and Connectionist AI in LLM-Empowered Autonomous Agents11 Jul 2024 0 repositories listed
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Explaining Graph Neural Networks for Node Similarity on Graphs10 Jul 2024 0 repositories listed
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Combining Knowledge Graphs and Large Language Models9 Jul 2024 0 repositories listed
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Neural Probabilistic Logic Learning for Knowledge Graph Reasoning4 Jul 2024 0 repositories listed
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Croppable Knowledge Graph Embedding3 Jul 2024 0 repositories listed
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SF-GNN: Self Filter for Message Lossless Propagation in Deep Graph Neural Network3 Jul 2024 0 repositories listed
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Automated Knowledge Graph Learning in Industrial Processes2 Jul 2024 0 repositories listed
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LLMs Plagiarize: Ensuring Responsible Sourcing of Large Language Model Training Data Through Knowledge Graph Comparison2 Jul 2024 0 repositories listed
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Dynamic Few-Shot Learning for Knowledge Graph Question Answering1 Jul 2024 0 repositories listed
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Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models30 Jun 2024 0 repositories listed
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Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs30 Jun 2024 0 repositories listed
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Sanskrit Knowledge-based Systems: Annotation and Computational Tools26 Jun 2024 0 repositories listed
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Prompt-Consistency Image Generation (PCIG): A Unified Framework Integrating LLMs, Knowledge Graphs, and Controllable Diffusion Models24 Jun 2024 0 repositories listed
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LLM-Powered Explanations: Unraveling Recommendations Through Subgraph Reasoning22 Jun 2024 0 repositories listed
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A review of feature selection strategies utilizing graph data structures and knowledge graphs21 Jun 2024 0 repositories listed
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Pathformer: Recursive Path Query Encoding for Complex Logical Query Answering21 Jun 2024 0 repositories listed
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Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks20 Jun 2024 0 repositories listed
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Communication-Efficient Federated Knowledge Graph Embedding with Entity-Wise Top-K Sparsification19 Jun 2024 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 , 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.