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Knowledge Graph Embeddings

Papers

Showing 150 of 269 papers

TitleStatusHype
Real-World Deployment of a Lane Change Prediction Architecture Based on Knowledge Graph Embeddings and Bayesian Inference0
Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings0
A Systematic Evaluation of Knowledge Graph Embeddings for Gene-Disease Association PredictionCode0
ConceptFormer: Towards Efficient Use of Knowledge-Graph Embeddings in Large Language Models0
Comparison of Metadata Representation Models for Knowledge Graph Embeddings0
Corporate Fraud Detection in Rich-yet-Noisy Financial GraphCode0
SparseTransX: Efficient Training of Translation-Based Knowledge Graph Embeddings Using Sparse Matrix OperationsCode0
PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph EmbeddingsCode0
Explainable Lane Change Prediction for Near-Crash Scenarios Using Knowledge Graph Embeddings and Retrieval Augmented Generation0
A Semantic Partitioning Method for Large-Scale Training of Knowledge Graph EmbeddingsCode0
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion0
Efficient support ticket resolution using Knowledge Graphs0
Extending TWIG: Zero-Shot Predictive Hyperparameter Selection for KGEs based on Graph Structure0
A Survey on Knowledge Graph Structure and Knowledge Graph Embeddings0
Visualization of Knowledge Graphs with Embeddings: an Essay on Recent Trends and Methods0
KAAE: Numerical Reasoning for Knowledge Graphs via Knowledge-aware Attributes Learning0
Addressing Hallucinations in Language Models with Knowledge Graph Embeddings as an Additional Modality0
Knowledge-enhanced Transformer for Multivariate Long Sequence Time-series Forecasting0
MEG: Medical Knowledge-Augmented Large Language Models for Question AnsweringCode1
Capturing and Anticipating User Intents in Data Analytics via Knowledge Graphs0
Detecting text level intellectual influence with knowledge graph embeddings0
Resilience in Knowledge Graph Embeddings0
Visual Representation Learning Guided By Multi-modal Prior Knowledge0
Information for Conversation Generation: Proposals Utilising Knowledge Graphs0
Multidimensional Knowledge Graph Embeddings for International Trade Flow Analysis0
TransBox: EL++-closed Ontology Embedding0
Knowledge Graph Embeddings: A Comprehensive Survey on Capturing Relation Properties0
Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studies0
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction0
Conformalized Answer Set Prediction for Knowledge Graph Embedding0
OWL2Vec4OA: Tailoring Knowledge Graph Embeddings for Ontology AlignmentCode0
Knowledge Base Embeddings: Semantics and Theoretical Properties0
Approximating Probabilistic Inference in Statistical EL with Knowledge Graph Embeddings0
From Latent to Lucid: Transforming Knowledge Graph Embeddings into Interpretable Structures with KGEPrisma0
Towards Knowledge-Infused Automated Disease Diagnosis AssistantCode0
Untargeted Adversarial Attack on Knowledge Graph Embeddings0
RAG-based Explainable Prediction of Road Users Behaviors for Automated Driving using Knowledge Graphs and Large Language Models0
Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex SpaceCode0
KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable AdaptationCode1
Counterfactual Reasoning with Knowledge Graph EmbeddingsCode0
BloomGML: Graph Machine Learning through the Lens of Bilevel OptimizationCode0
Federated Neural Graph Databases0
Improving Molecule Generation and Drug Discovery with a Knowledge-enhanced Generative Model0
Empowering machine learning models with contextual knowledge for enhancing the detection of eating disorders in social media posts0
Embedding Knowledge Graphs in Degenerate Clifford Algebras0
Capturing Knowledge Graphs and Rules with Octagon Embeddings0
Pre-training and Diagnosing Knowledge Base Completion ModelsCode1
Towards Efficient Methods in Medical Question Answering using Knowledge Graph EmbeddingsCode0
Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph EmbeddingCode0
BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving0
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