Browse State-of-the-Art › Knowledge Graphs › Papers, page 16
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 16 of 30: papers 1,501 to 1,600 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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Automated Extraction and Creation of FBS Design Reasoning Knowledge Graphs from Structured Data in Product Catalogues Lacking Contextual Information8 Dec 2024 0 repositories listed
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KITE-DDI: A Knowledge graph Integrated Transformer Model for accurately predicting Drug-Drug Interaction Events from Drug SMILES and Biomedical Knowledge Graph8 Dec 2024 0 repositories listed
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A*Net and NBFNet Learn Negative Patterns on Knowledge Graphs6 Dec 2024 0 repositories listed
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Anomaly Detection and Classification in Knowledge Graphs6 Dec 2024 0 repositories listed
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Improving data sharing and knowledge transfer via the Neuroelectrophysiology Analysis Ontology (NEAO)6 Dec 2024 0 repositories listed
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KaLM: Knowledge-aligned Autoregressive Language Modeling via Dual-view Knowledge Graph Contrastive Learning6 Dec 2024 0 repositories listed
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Knowledge Graphs are all you need: Leveraging KGs in Physics Question Answering6 Dec 2024 0 repositories listed
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LLM-Align: Utilizing Large Language Models for Entity Alignment in Knowledge Graphs6 Dec 2024 0 repositories listed
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How Good is ChatGPT in Giving Adaptive Guidance Using Knowledge Graphs in E-Learning Environments?5 Dec 2024 0 repositories listed
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Synergizing LLMs and Knowledge Graphs: A Novel Approach to Software Repository-Related Question Answering5 Dec 2024 0 repositories listed
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Enhancing Supply Chain Visibility with Generative AI: An Exploratory Case Study on Relationship Prediction in Knowledge Graphs4 Dec 2024 0 repositories listed
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Hybrid-SQuAD: Hybrid Scholarly Question Answering Dataset3 Dec 2024 0 repositories listed
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Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling3 Dec 2024 0 repositories listed
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SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts1 Dec 2024 0 repositories listed
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Neural-Symbolic Reasoning over Knowledge Graphs: A Survey from a Query Perspective30 Nov 2024 0 repositories listed
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Knowledge Management for Automobile Failure Analysis Using Graph RAG29 Nov 2024 0 repositories listed
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Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph28 Nov 2024 0 repositories listed
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Online Knowledge Integration for 3D Semantic Mapping: A Survey27 Nov 2024 0 repositories listed
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Causal Inference in Finance: An Expertise-Driven Model for Instrument Variables Identification and Interpretation26 Nov 2024 0 repositories listed
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Adapter-based Approaches to Knowledge-enhanced Language Models -- A Survey25 Nov 2024 0 repositories listed
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Deep Sparse Latent Feature Models for Knowledge Graph Completion24 Nov 2024 0 repositories listed
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Domain and Range Aware Synthetic Negatives Generation for Knowledge Graph Embedding Models22 Nov 2024 0 repositories listed
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Knowledge Graphs, Large Language Models, and Hallucinations: An NLP Perspective21 Nov 2024 0 repositories listed
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Logic Augmented Generation21 Nov 2024 0 repositories listed
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Neuro-Symbolic Query Optimization in Knowledge Graphs21 Nov 2024 0 repositories listed
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Visualization of Knowledge Graphs with Embeddings: an Essay on Recent Trends and Methods21 Nov 2024 0 repositories listed
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KAAE: Numerical Reasoning for Knowledge Graphs via Knowledge-aware Attributes Learning20 Nov 2024 0 repositories listed
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Graph Neural Network-Based Entity Extraction and Relationship Reasoning in Complex Knowledge Graphs19 Nov 2024 0 repositories listed
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Just KIDDIN: Knowledge Infusion and Distillation for Detection of INdecent Memes19 Nov 2024 0 repositories listed
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Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality18 Nov 2024 0 repositories listed
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Detecting the Adversarially-Learned Injection Attacks via Knowledge Graphs15 Nov 2024 0 repositories listed
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Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning13 Nov 2024 0 repositories listed
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Towards Evaluating Large Language Models for Graph Query Generation13 Nov 2024 0 repositories listed
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12 Nov 2024 0 repositories listed
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A Domain-Agnostic Neurosymbolic Approach for Big Social Data Analysis: Evaluating Mental Health Sentiment on Social Media during COVID-1911 Nov 2024 0 repositories listed
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Bridge: A Unified Framework to Knowledge Graph Completion via Language Models and Knowledge Representation11 Nov 2024 0 repositories listed
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Class Granularity: How richly does your knowledge graph represent the real world?10 Nov 2024 0 repositories listed
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Learning From Graph-Structured Data: Addressing Design Issues and Exploring Practical Applications in Graph Representation Learning9 Nov 2024 0 repositories listed
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Multi-Document Financial Question Answering using LLMs8 Nov 2024 0 repositories listed
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Survey on Semantic Interpretation of Tabular Data: Challenges and Directions7 Nov 2024 0 repositories listed
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Advanced RAG Models with Graph Structures: Optimizing Complex Knowledge Reasoning and Text Generation6 Nov 2024 0 repositories listed
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Fully Hyperbolic Rotation for Knowledge Graph Embedding6 Nov 2024 0 repositories listed
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LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration6 Nov 2024 0 repositories listed
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JEL: Applying End-to-End Neural Entity Linking in JPMorgan Chase5 Nov 2024 0 repositories listed
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JPEC: A Novel Graph Neural Network for Competitor Retrieval in Financial Knowledge Graphs5 Nov 2024 0 repositories listed
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Knowledge Graphs of Driving Scenes to Empower the Emerging Capabilities of Neurosymbolic AI5 Nov 2024 0 repositories listed
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Grid-Based Projection of Spatial Data into Knowledge Graphs4 Nov 2024 0 repositories listed
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Improving Scientific Hypothesis Generation with Knowledge Grounded Large Language Models4 Nov 2024 0 repositories listed
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Ontology Population using LLMs3 Nov 2024 0 repositories listed
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Towards a Knowledge Graph for Teaching Knowledge Graphs2 Nov 2024 0 repositories listed
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Capturing and Anticipating User Intents in Data Analytics via Knowledge Graphs1 Nov 2024 0 repositories listed
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Narrative Analysis of True Crime Podcasts With Knowledge Graph-Augmented Large Language Models1 Nov 2024 0 repositories listed
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Detecting text level intellectual influence with knowledge graph embeddings31 Oct 2024 0 repositories listed
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OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models31 Oct 2024 0 repositories listed
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DAGE: DAG Query Answering via Relational Combinator with Logical Constraints29 Oct 2024 0 repositories listed
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CTINexus: Automatic Cyber Threat Intelligence Knowledge Graph Construction Using Large Language Models28 Oct 2024 0 repositories listed
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Hierarchical Knowledge Graph Construction from Images for Scalable E-Commerce28 Oct 2024 0 repositories listed
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Resilience in Knowledge Graph Embeddings28 Oct 2024 0 repositories listed
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SEG:Seeds-Enhanced Iterative Refinement Graph Neural Network for Entity Alignment28 Oct 2024 0 repositories listed
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Effective Instruction Parsing Plugin for Complex Logical Query Answering on Knowledge Graphs27 Oct 2024 0 repositories listed
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Knowledge Graph Enhanced Language Agents for Recommendation25 Oct 2024 0 repositories listed
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Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains24 Oct 2024 0 repositories listed
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Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning24 Oct 2024 0 repositories listed
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Atomic Fact Decomposition Helps Attributed Question Answering22 Oct 2024 0 repositories listed
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Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency22 Oct 2024 0 repositories listed
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Information for Conversation Generation: Proposals Utilising Knowledge Graphs21 Oct 2024 0 repositories listed
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Towards a Reliable Offline Personal AI Assistant for Long Duration Spaceflight21 Oct 2024 0 repositories listed
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Learning to refine domain knowledge for biological network inference18 Oct 2024 0 repositories listed
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MCSFF: Multi-modal Consistency and Specificity Fusion Framework for Entity Alignment18 Oct 2024 0 repositories listed
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The S2 Hierarchical Discrete Global Grid as a Nexus for Data Representation, Integration, and Querying Across Geospatial Knowledge Graphs18 Oct 2024 0 repositories listed
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TransBox: EL++-closed Ontology Embedding18 Oct 2024 0 repositories listed
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A Simplifying and Learnable Graph Convolutional Attention Network for Unsupervised Knowledge Graphs Alignment17 Oct 2024 0 repositories listed
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Attr-Int: A Simple and Effective Entity Alignment Framework for Heterogeneous Knowledge Graphs17 Oct 2024 0 repositories listed
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RiTeK: A Dataset for Large Language Models Complex Reasoning over Textual Knowledge Graphs17 Oct 2024 0 repositories listed
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The KnowWhereGraph Ontology17 Oct 2024 0 repositories listed
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17 Oct 2024 0 repositories listed Syntology 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Comprehending Knowledge Graphs with Large Language Models for Recommender Systems16 Oct 2024 0 repositories listed
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Is Complex Query Answering Really Complex?16 Oct 2024 0 repositories listed
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Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties16 Oct 2024 0 repositories listed
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Large Language Models as a Tool for Mining Object Knowledge16 Oct 2024 0 repositories listed
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Learning Representations for Reasoning: Generalizing Across Diverse Structures16 Oct 2024 0 repositories listed
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Privacy-Preserving Synthetically Augmented Knowledge Graphs with Semantic Utility16 Oct 2024 0 repositories listed
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Pyramid-Driven Alignment: Pyramid Principle Guided Integration of Large Language Models and Knowledge Graphs16 Oct 2024 0 repositories listed
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Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs16 Oct 2024 0 repositories listed
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AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based Chatbots Utilizing Private Data15 Oct 2024 0 repositories listed
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Y-Mol: A Multiscale Biomedical Knowledge-Guided Large Language Model for Drug Development15 Oct 2024 0 repositories listed
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SpeGCL: Self-supervised Graph Spectrum Contrastive Learning without Positive Samples14 Oct 2024 0 repositories listed
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Unified Representation of Genomic and Biomedical Concepts through Multi-Task, Multi-Source Contrastive Learning14 Oct 2024 0 repositories listed
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GIVE: Structured Reasoning with Knowledge Graph Inspired Veracity Extrapolation11 Oct 2024 0 repositories listed
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ReasonPlanner: Enhancing Autonomous Planning in Dynamic Environments with Temporal Knowledge Graphs and LLMs11 Oct 2024 0 repositories listed
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Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective11 Oct 2024 0 repositories listed
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Can Knowledge Graphs Make Large Language Models More Trustworthy? An Empirical Study over Open-ended Question Answering10 Oct 2024 0 repositories listed
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Disease Entity Recognition and Normalization is Improved with Large Language Model Derived Synthetic Normalized Mentions10 Oct 2024 0 repositories listed
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Diversified and Adaptive Negative Sampling on Knowledge Graphs10 Oct 2024 0 repositories listed
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10 Oct 2024 0 repositories listed Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples)
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The Effects of Hallucinations in Synthetic Training Data for Relation Extraction10 Oct 2024 0 repositories listed
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Context-Augmented Code Generation Using Programming Knowledge Graphs9 Oct 2024 0 repositories listed
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Inference over Unseen Entities, Relations and Literals on Knowledge Graphs9 Oct 2024 0 repositories listed
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Bottom-up Anytime Discovery of Generalised Multimodal Graph Patterns for Knowledge Graphs8 Oct 2024 0 repositories listed
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Information Discovery in e-Commerce8 Oct 2024 0 repositories listed
Syntology lines on 2 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.