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Knowledge Graph Embeddings

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TitleStatusHype
Capturing Knowledge Graphs and Rules with Octagon Embeddings—0
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 Driving—0
RDF-star2Vec: RDF-star Graph Embeddings for Data MiningCode0
Vehicle Lane Change Prediction based on Knowledge Graph Embeddings and Bayesian Inference—0
Linked Papers With Code: The Latest in Machine Learning as an RDF Knowledge GraphCode0
EXTRACT: Explainable Transparent Control of Bias in Embeddings—0
Faithful Path Language Modeling for Explainable Recommendation over Knowledge Graph—0
Universal Knowledge Graph EmbeddingsCode0
A Study on Knowledge Graph Embeddings and Graph Neural Networks for Web Of ThingsCode0
Accurate prediction of international trade flows: Leveraging knowledge graphs and their embeddings—0
KGEx: Explaining Knowledge Graph Embeddings via Subgraph Sampling and Knowledge Distillation—0
Clinical Trial Recommendations Using Semantics-Based Inductive Inference and Knowledge Graph Embeddings—0
Universal Preprocessing Operators for Embedding Knowledge Graphs with LiteralsCode0
Knowledge Graph Embeddings for Multi-Lingual Structured Representations of Radiology Reports—0
Large language models converge toward human-like concept organization—0
Leveraging Knowledge and Reinforcement Learning for Enhanced Reliability of Language Models—0
Development of a Knowledge Graph Embeddings Model for PainCode0
Simple Rule Injection for ComplEx Embeddings—0
Biomedical Knowledge Graph Embeddings with Negative StatementsCode0
Benchmark datasets for biomedical knowledge graphs with negative statements—0
A Personalized Recommender System Based-on Knowledge Graph Embeddings—0
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs—0
Explainable Representations for Relation Prediction in Knowledge GraphsCode0
Leveraging Knowledge Graph Embeddings to Enhance Contextual Representations for Relation Extraction—0
What Makes Entities Similar? A Similarity Flooding Perspective for Multi-sourced Knowledge Graph EmbeddingsCode0
Knowledge Graph Embeddings in the Biomedical Domain: Are They Useful? A Look at Link Prediction, Rule Learning, and Downstream Polypharmacy TasksCode0
HaSa: Hardness and Structure-Aware Contrastive Knowledge Graph EmbeddingCode0
Growing and Serving Large Open-domain Knowledge Graphs—0
Constructing a Knowledge Graph from Textual Descriptions of Software Vulnerabilities in the National Vulnerability Database—0
Knowledge Graphs: Opportunities and Challenges—0
Enhancing Embedding Representations of Biomedical Data using Logic Knowledge—0
Cardinality Estimation over Knowledge Graphs with Embeddings and Graph Neural NetworksCode0
Effects of Locality and Rule Language on Explanations for Knowledge Graph Embeddings—0
Link Prediction with Attention Applied on Multiple Knowledge Graph Embedding Models—0
Knowledge Reasoning via Jointly Modeling Knowledge Graphs and Soft Rules—0
Predicting missing annotations in Gene Ontology with Knowledge Graph Embeddings and True Path RuleCode0
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation—0
Biomedical Multi-hop Question Answering Using Knowledge Graph Embeddings and Language Models—0
Combining Contrastive Learning and Knowledge Graph Embeddings to develop medical word embeddings for the Italian language—0
KGTN-ens: Few-Shot Image Classification with Knowledge Graph EnsemblesCode0
Enhancing Patent Retrieval using Text and Knowledge Graph Embeddings: A Technical Note—0
GLINKX: A Scalable Unified Framework For Homophilous and Heterophilous Graphs—0
Learning Hierarchy-Aware Quaternion Knowledge Graph Embeddings with Representing Relations as 3D RotationsCode0
A Survey on Knowledge Graph-based Methods for Automated Driving—0
TripleRE: Knowledge Graph Embeddings via Tripled Relation Vectors—0
Repurposing Knowledge Graph Embeddings for Triple Representation via Weak SupervisionCode0
Jointly Learning Propagating Features on the Knowledge Graph for Movie RecommendationCode0
On the Effectiveness of Knowledge Graph Embeddings: a Rule Mining Approach—0
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