Benchmarking the Abilities of Large Language Models for RDF Knowledge Graph Creation and Comprehension: How Well Do LLMs Speak Turtle? Sep 29, 2023 Benchmarking Knowledge Graph Completion
Code Code Available Spider4SPARQL: A Complex Benchmark for Evaluating Knowledge Graph Question Answering Systems Sep 28, 2023 Graph Question Answering Knowledge Graphs
Code Code Available Graph Neural Prompting with Large Language Models Sep 27, 2023 Graph Neural Network Knowledge Graphs
Code Code Available KERMIT: Knowledge Graph Completion of Enhanced Relation Modeling with Inverse Transformation Sep 26, 2023 Diversity Knowledge Graph Completion
Code Code Available Event Prediction using Case-Based Reasoning over Knowledge Graphs Sep 21, 2023 Inductive Link Prediction Knowledge Graphs
Code Code Available Developing a Scalable Benchmark for Assessing Large Language Models in Knowledge Graph Engineering Aug 31, 2023 Benchmarking Dataset Generation
Code Code Available Exploring Large Language Models for Knowledge Graph Completion Aug 26, 2023 Knowledge Graph Completion Knowledge Graphs
Code Code Available LKPNR: LLM and KG for Personalized News Recommendation Framework Aug 23, 2023 Articles Knowledge Graphs
Code Code Available Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? Aug 20, 2023 Knowledge Graphs World Knowledge
Code Code Available Can Knowledge Graphs Simplify Text? Aug 14, 2023 Descriptive KG-to-Text Generation
Code Code Available HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion Aug 12, 2023 Attribute Knowledge Graph Completion
Code Code Available A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects Aug 4, 2023 Knowledge Graph Completion Knowledge Graphs
Code Code Available Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment Jul 30, 2023 Benchmarking Entity Alignment
Code Code Available Synthesizing Event-centric Knowledge Graphs of Daily Activities Using Virtual Space Jul 30, 2023 Decision Making Embodied Question Answering
Code Code Available AutoAlign: Fully Automatic and Effective Knowledge Graph Alignment enabled by Large Language Models Jul 18, 2023 Entity Alignment Entity Embeddings
Code Code Available EFO_k-CQA: Towards Knowledge Graph Complex Query Answering beyond Set Operation Jul 15, 2023 Complex Query Answering Knowledge Graphs
Code Code Available IntelliGraphs: Datasets for Benchmarking Knowledge Graph Generation Jul 13, 2023 Benchmarking Graph Embedding
Code Code Available LLM-assisted Knowledge Graph Engineering: Experiments with ChatGPT Jul 13, 2023 Knowledge Graphs Management
Code Code Available Multi-modal Graph Learning over UMLS Knowledge Graphs Jul 10, 2023 Graph Learning Knowledge Graphs
Code Code Available Multi-granularity Temporal Question Answering over Knowledge Graphs Jul 9, 2023 Knowledge Graphs Question Answering
Code Code Available TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation Jun 26, 2023 Graph Embedding Knowledge Graph Completion
Code Code Available Towards Few-shot Inductive Link Prediction on Knowledge Graphs: A Relational Anonymous Walk-guided Neural Process Approach Jun 26, 2023 Inductive Link Prediction Knowledge Graphs
Code Code Available Otter-Knowledge: benchmarks of multimodal knowledge graph representation learning from different sources for drug discovery Jun 22, 2023 Drug Discovery Graph Representation Learning
Code Code Available UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction Jun 20, 2023 Knowledge Graphs
Code Code Available BioBLP: A Modular Framework for Learning on Multimodal Biomedical Knowledge Graphs Jun 6, 2023 Attribute Entity Embeddings
Code Code Available A Study of Situational Reasoning for Traffic Understanding Jun 5, 2023 Decision Making Knowledge Graphs
Code Code Available Knowledge Graph Reasoning over Entities and Numerical Values Jun 2, 2023 Attribute Complex Query Answering
Code Code Available InGram: Inductive Knowledge Graph Embedding via Relation Graphs May 31, 2023 Entity Embeddings Graph Embedding
Code Code Available Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints May 30, 2023 Complex Query Answering Knowledge Graphs
Code Code Available Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers May 29, 2023 Graph Embedding Knowledge Graph Embedding
Code Code Available Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata May 23, 2023 Knowledge Base Question Answering Knowledge Graphs
Code Code Available Friendly Neighbors: Contextualized Sequence-to-Sequence Link Prediction May 22, 2023 Graph Embedding Knowledge Graph Embedding
Code Code Available Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning May 22, 2023 Knowledge Graph Completion Knowledge Graphs
Code Code Available Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks May 15, 2023 Knowledge Graphs Semantic Similarity
Code Code Available Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion May 13, 2023 Knowledge Graph Completion Knowledge Graphs
Code Code Available A Fused Gromov-Wasserstein Framework for Unsupervised Knowledge Graph Entity Alignment May 11, 2023 Entity Alignment Knowledge Graphs
Code Code Available HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level May 11, 2023 Attribute Knowledge Graphs
Code Code Available FactKG: Fact Verification via Reasoning on Knowledge Graphs May 11, 2023 Fact Verification Knowledge Graphs
Code Code Available Representation Learning for Person or Entity-centric Knowledge Graphs: An Application in Healthcare May 9, 2023 Knowledge Graphs Person-Centric Knowledge Graphs
Code Code Available SRTK: A Toolkit for Semantic-relevant Subgraph Retrieval May 6, 2023 Entity Linking Information Retrieval
Code Code Available Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport May 6, 2023 Knowledge Graphs Logical Reasoning
Code Code Available ExeKGLib: Knowledge Graphs-Empowered Machine Learning Analytics May 4, 2023 Interpretable Machine Learning Knowledge Graphs
Code Code Available PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives May 3, 2023 Knowledge Graphs World Knowledge
Code Code Available Causality-aware Concept Extraction based on Knowledge-guided Prompting May 3, 2023 Knowledge Graphs Natural Language Understanding
Code Code Available Complex Logical Reasoning over Knowledge Graphs using Large Language Models May 2, 2023 Knowledge Graphs Logical Reasoning
Code Code Available Improving Knowledge Graph Entity Alignment with Graph Augmentation Apr 28, 2023 Entity Alignment Knowledge Graphs
Code Code Available SGAligner : 3D Scene Alignment with Scene Graphs Apr 28, 2023 3D Scene Graph Alignment Contrastive Learning
Code Code Available Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion Apr 17, 2023 Graph Neural Network Knowledge Graph Completion
Code Code Available AISecKG: Knowledge Graph Dataset for Cybersecurity Education Mar 30, 2023 Active Learning Knowledge Graphs
Code Code Available IMF: Interactive Multimodal Fusion Model for Link Prediction Mar 20, 2023 Contrastive Learning Knowledge Graphs
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