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Knowledge Graph Embedding

Papers

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Showing 301–350 of 467 papers

TitleStatusHype
Improving Knowledge Graph Embedding Using Affine Transformations of Entities Corresponding to Each Relation—0
EventKE: Event-Enhanced Knowledge Graph Embedding—0
Path-Enhanced Multi-Relational Question Answering with Knowledge Graph Embeddings—0
Is There More Pattern in Knowledge Graph? Exploring Proximity Pattern for Knowledge Graph Embedding—0
Explaining Knowledge Graph Embedding via Latent Rule Learning—0
Why does Negative Sampling not Work Well? Analysis of Convexity in Negative Sampling—0
Demystifying Drug Repurposing Domain Comprehension with Knowledge Graph Embedding—0
HopfE: Knowledge Graph Representation Learning using Inverse Hopf FibrationsCode0
Embedding Signals on Knowledge Graphs with Unbalanced Diffusion Earth Mover's Distance—0
Hierarchical Latent Relation Modeling for Collaborative Metric LearningCode0
A Survey of Knowledge Graph Embedding and Their Applications—0
Exploiting Network Structures to Improve Semantic Representation for the Financial Domain—0
EchoEA: Echo Information between Entities and Relations for Entity AlignmentCode0
Trans4E: Link Prediction on Scholarly Knowledge Graphs—0
Leveraging Static Models for Link Prediction in Temporal Knowledge Graphs—0
Convolutional Hypercomplex Embeddings for Link PredictionCode0
KGRefiner: Knowledge Graph Refinement for Improving Accuracy of Translational Link Prediction Methods—0
Behavioral Testing of Knowledge Graph Embedding Models for Link Prediction—0
Training like Playing: A Reinforcement Learning And Knowledge Graph-based framework for building Automatic Consultation System in Medical Field—0
Unified Interpretation of Softmax Cross-Entropy and Negative Sampling: With Case Study for Knowledge Graph EmbeddingCode0
Embedding Knowledge Graphs Attentive to Positional and Centrality QualitiesCode0
Out-of-Vocabulary Entities in Link PredictionCode0
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph CompletionCode0
Learning Embeddings from Knowledge Graphs With Numeric Edge AttributesCode0
Improving Conversational Recommendation System by Pretraining on Billions Scale of Knowledge Graph—0
An Adversarial Transfer Network for Knowledge Representation LearningCode0
Question-Aware Memory Network for Multi-hop Question Answering in Human-Robot Interaction—0
Membership Inference Attacks on Knowledge Graphs—0
Multiple Run Ensemble Learning with Low-Dimensional Knowledge Graph EmbeddingsCode0
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding—0
RelWalk - A Latent Variable Model Approach to Knowledge Graph Embedding—0
Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings—0
ChronoR: Rotation Based Temporal Knowledge Graph Embedding—0
LightCAKE: A Lightweight Framework for Context-Aware Knowledge Graph Embedding—0
Learning Visual Models using a Knowledge Graph as a Trainer—0
Knowledge Graph Embedding using Graph Convolutional Networks with Relation-Aware Attention—0
RelWalk A Latent Variable Model Approach to Knowledge Graph EmbeddingCode0
Discrete Knowledge Graph Embedding based on Discrete Optimization—0
MöbiusE: Knowledge Graph Embedding on Möbius Ring—0
Hop-Hop Relation-aware Graph Neural Networks—0
Unify Local and Global Information for Top-N RecommendationCode0
Biomedical Knowledge Graph Refinement with Embedding and Logic Rules—0
AprilE: Attention with Pseudo Residual Connection for Knowledge Graph Embedding—0
TR at SemEval-2020 Task 4: Exploring the Limits of Language-model-based Common Sense Validation—0
Association Rules Enhanced Knowledge Graph Attention Network—0
A Survey on Recent Advances in Sequence Labeling from Deep Learning Models—0
Runtime Performances Benchmark for Knowledge Graph Embedding Methods—0
Pretrain-KGE: Learning Knowledge Representation from Pretrained Language Models—0
H2KGAT: Hierarchical Hyperbolic Knowledge Graph Attention Network—0
Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1AcrEMRR0.82—Unverified