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Knowledge Graph Embedding
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Simple but Effective Compound Geometric Operations for Temporal Knowledge Graph Completion
Low-Dimensional Federated Knowledge Graph Embedding via Knowledge Distillation
On The Expressive Power of Knowledge Graph Embedding Methods
Research on Adverse Drug Reaction Prediction Model Combining Knowledge Graph Embedding and Deep Learning
Performance Evaluation of Knowledge Graph Embedding Approaches under Non-adversarial Attacks
Fast and Continual Knowledge Graph Embedding via Incremental LoRA
Unified Interpretation of Smoothing Methods for Negative Sampling Loss Functions in Knowledge Graph Embedding
Croppable Knowledge Graph Embedding
Communication-Efficient Federated Knowledge Graph Embedding with Entity-Wise Top-K Sparsification
Personalized Federated Knowledge Graph Embedding with Client-Wise Relation Graph
From Latent to Lucid: Transforming Knowledge Graph Embeddings into Interpretable Structures with KGEPrisma
LinkLogic: A New Method and Benchmark for Explainable Knowledge Graph Predictions
KG-FIT: Knowledge Graph Fine-Tuning Upon Open-World Knowledge
Harmonizing Human Insights and AI Precision: Hand in Hand for Advancing Knowledge Graph Task
Generalizing Knowledge Graph Embedding with Universal Orthogonal Parameterization
Untargeted Adversarial Attack on Knowledge Graph Embeddings
Towards Continual Knowledge Graph Embedding via Incremental Distillation
Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embedding
SpherE: Expressive and Interpretable Knowledge Graph Embedding for Set Retrieval
CausalLP: Learning causal relations with weighted knowledge graph link prediction
Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space
Mitigating Heterogeneity among Factor Tensors via Lie Group Manifolds for Tensor Decomposition Based Temporal Knowledge Graph Embedding
Survey on Embedding Models for Knowledge Graph and its Applications
KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion
Open Knowledge Base Canonicalization with Multi-task Learning
Structural Positional Encoding for knowledge integration in transformer-based medical process monitoring
Negative Sampling in Knowledge Graph Representation Learning: A Review
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models
Edge-Enabled Anomaly Detection and Information Completion for Social Network Knowledge Graphs
Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding
RDF-star2Vec: RDF-star Graph Embeddings for Data Mining
Do Similar Entities have Similar Embeddings?
VEXIR2Vec: An Architecture-Neutral Embedding Framework for Binary Similarity
Rule-Guided Joint Embedding Learning over Knowledge Graphs
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