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Knowledge Graph Embedding

Papers

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Showing 101–150 of 467 papers

TitleStatusHype
Schema First! Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInECode1
Causal Intervention for Measuring Confidence in Drug-Target Interaction Prediction—0
Knowledge Graph Embedding with Electronic Health Records Data via Latent Graphical Block Model—0
Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy TasksCode0
InGram: Inductive Knowledge Graph Embedding via Relation GraphsCode1
Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with TransformersCode1
An Investigation of Evaluation Metrics for Automated Medical Note GenerationCode0
How to Turn Your Knowledge Graph Embeddings into Generative ModelsCode1
3D Rotation and Translation for Hyperbolic Knowledge Graph EmbeddingCode0
Friendly Neighbors: Contextualized Sequence-to-Sequence Link PredictionCode1
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph EmbeddingCode0
Modality-Aware Negative Sampling for Multi-modal Knowledge Graph EmbeddingCode0
Quantifying and Defending against Privacy Threats on Federated Knowledge Graph Embedding—0
Knowledge Graph Embedding with 3D Compound Geometric TransformationsCode0
Joint embedding in Hierarchical distance and semantic representation learning for link prediction—0
Farspredict: A benchmark dataset for link prediction—0
From Wide to Deep: Dimension Lifting Network for Parameter-efficient Knowledge Graph Embedding—0
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link PredictionCode1
Diversity matters: Robustness of bias measurements in WikidataCode0
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models—0
Meta-Learning Based Knowledge Extrapolation for Temporal Knowledge Graph—0
Improving (Dis)agreement Detection with Inductive Social Relation Information From Comment-Reply InteractionsCode0
Learning Representations of Bi-level Knowledge Graphs for Reasoning beyond Link PredictionCode1
Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning—0
PubGraph: A Large-Scale Scientific Knowledge Graph—0
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph EmbeddingCode1
Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs—0
Using Knowledge Graphs for Performance Prediction of Modular Optimization Algorithms—0
Knowledge Acquisition and Completion for Long-Term Human-Robot Interactions using Knowledge Graph Embedding—0
Sem@K: Is my knowledge graph embedding model semantic-aware?Code1
Analogical Inference Enhanced Knowledge Graph EmbeddingCode1
Predicting missing annotations in Gene Ontology with Knowledge Graph Embeddings and True Path RuleCode0
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation—0
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and MultimodalCode3
Efficient Relation-aware Neighborhood Aggregation in Graph Neural Networks via Tensor DecompositionCode0
Analysis of Drug repurposing Knowledge graphs for Covid-19—0
Explaining Link Predictions in Knowledge Graph Embedding Models with Influential Examples—0
BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph CompletionCode1
A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset—0
Knowledge Graph Contrastive Learning Based on Relation-Symmetrical Structure—0
Knowledge Graph Refinement based on Triplet BERT-NetworksCode0
Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language—0
DeepE: a deep neural network for knowledge graph embeddingCode0
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces—0
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note—0
Leveraging Wikidata's edit history in knowledge graph refinement tasksCode0
RulE: Knowledge Graph Reasoning with Rule EmbeddingCode1
Modelling Multi-relations for Convolutional-based Knowledge Graph Embedding—0
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph CompletionCode1
Shadfa 0.1: The Iranian Movie Knowledge Graph and Graph-Embedding-Based Recommender System—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AcrEMRR0.82—Unverified