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Knowledge Graph Embedding

Papers

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Showing 1–50 of 467 papers

TitleStatusHype
SMART: Relation-Aware Learning of Geometric Representations for Knowledge Graphs—0
ETT-CKGE: Efficient Task-driven Tokens for Continual Knowledge Graph EmbeddingCode0
Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings—0
Robust Knowledge Graph Embedding via Denoising—0
Injecting Knowledge Graphs into Large Language Models—0
QuatE-D: A Distance-Based Quaternion Model for Knowledge Graph Embedding—0
On Large-scale Evaluation of Embedding Models for Knowledge Graph Completion—0
Optimal Embedding Guided Negative Sample Generation for Knowledge Graph Link PredictionCode0
Embedding Method for Knowledge Graph with Densely Defined Ontology—0
Multi-dataset and Transfer Learning Using Gene Expression Knowledge GraphsCode0
SoTCKGE:Continual Knowledge Graph Embedding Based on Spatial Offset Transformation—0
A Zero-shot Learning Method Based on Large Language Models for Multi-modal Knowledge Graph Embedding—0
Transformer-Based Multimodal Knowledge Graph Completion with Link-Aware Contexts—0
Large Language Models for Knowledge Graph Embedding Techniques, Methods, and Challenges: A Survey—0
Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge GraphsCode1
Efficient Relational Context Perception for Knowledge Graph Completion—0
A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings—0
Prediction of Occluded Pedestrians in Road Scenes using Human-like Reasoning: Insights from the OccluRoads Dataset—0
Distance-Adaptive Quaternion Knowledge Graph Embedding with Bidirectional RotationCode0
Learn to Unlearn: Meta-Learning-Based Knowledge Graph Embedding Unlearning—0
Domain and Range Aware Synthetic Negatives Generation for Knowledge Graph Embedding Models—0
Visualization of Knowledge Graphs with Embeddings: an Essay on Recent Trends and Methods—0
Fully Hyperbolic Rotation for Knowledge Graph EmbeddingCode0
Detecting text level intellectual influence with knowledge graph embeddings—0
Resilience in Knowledge Graph Embeddings—0
Geometric Feature Enhanced Knowledge Graph Embedding and Spatial Reasoning—0
Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis—0
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties—0
Diversified and Adaptive Negative Sampling on Knowledge Graphs—0
Inference over Unseen Entities, Relations and Literals on Knowledge Graphs—0
A Pluggable Common Sense-Enhanced Framework for Knowledge Graph Completion—0
Knowledge Graph Embedding by Normalizing FlowsCode1
Embedding Knowledge Graph in Function Spaces—0
The Role of Graph Topology in the Performance of Biomedical Knowledge Graph Completion ModelsCode0
CL4KGE: A Curriculum Learning Method for Knowledge Graph Embedding—0
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction—0
Conformalized Answer Set Prediction for Knowledge Graph Embedding—0
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph CompletionCode1
Low-Dimensional Federated Knowledge Graph Embedding via Knowledge Distillation—0
CPa-WAC: Constellation Partitioning-based Scalable Weighted Aggregation Composition for Knowledge Graph EmbeddingCode0
Research on Adverse Drug Reaction Prediction Model Combining Knowledge Graph Embedding and Deep Learning—0
On The Expressive Power of Knowledge Graph Embedding Methods—0
Performance Evaluation of Knowledge Graph Embedding Approaches under Non-adversarial Attacks—0
Fast and Continual Knowledge Graph Embedding via Incremental LoRACode1
Unified Interpretation of Smoothing Methods for Negative Sampling Loss Functions in Knowledge Graph EmbeddingCode0
Croppable Knowledge Graph Embedding—0
Communication-Efficient Federated Knowledge Graph Embedding with Entity-Wise Top-K Sparsification—0
Personalized Federated Knowledge Graph Embedding with Client-Wise Relation Graph—0
From Latent to Lucid: Transforming Knowledge Graph Embeddings into Interpretable Structures with KGEPrisma—0
LinkLogic: A New Method and Benchmark for Explainable Knowledge Graph PredictionsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AcrEMRR0.82—Unverified