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Knowledge Graph Embedding

Papers

Showing 2650 of 467 papers

TitleStatusHype
InGram: Inductive Knowledge Graph Embedding via Relation GraphsCode1
Friendly Neighbors: Contextualized Sequence-to-Sequence Link PredictionCode1
Analyzing Knowledge Graph Embedding Methods from a Multi-Embedding Interaction PerspectiveCode1
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence ViewCode1
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph EmbeddingsCode1
Collaborative Translational Metric LearningCode1
Efficient, Simple and Automated Negative Sampling for Knowledge Graph EmbeddingCode1
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link PredictionCode1
Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph EmbeddingCode1
Efficient Hyper-parameter Search for Knowledge Graph EmbeddingCode1
CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous KnowledgeCode1
AutoSF: Searching Scoring Functions for Knowledge Graph EmbeddingCode1
Bilinear Scoring Function Search for Knowledge Graph LearningCode1
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph CompletionCode1
Exploring Scholarly Data by Semantic Query on Knowledge Graph Embedding SpaceCode1
FedE: Embedding Knowledge Graphs in Federated SettingCode1
Benchmark and Best Practices for Biomedical Knowledge Graph EmbeddingsCode1
BESS: Balanced Entity Sampling and Sharing for Large-Scale Knowledge Graph CompletionCode1
Knowledge Embedding Based Graph Convolutional NetworkCode1
Continual Learning of Knowledge Graph EmbeddingsCode1
Hardware-agnostic Computation for Large-scale Knowledge Graph EmbeddingsCode1
Analogical Inference Enhanced Knowledge Graph EmbeddingCode1
Efficient Non-Sampling Knowledge Graph EmbeddingCode1
CAKE: A Scalable Commonsense-Aware Framework For Multi-View Knowledge Graph CompletionCode1
Can We Predict New Facts with Open Knowledge Graph Embeddings? A Benchmark for Open Link PredictionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AcrEMRR0.82Unverified