Latest Articles for Knowledge Graphs

This article discusses the integration of knowledge graphs and language models for better information representation.

A new AI method quickly generates creative book cover images.

An overview of Android malware types and analysis methods to enhance security.

Text2KGBench benchmarks language models for creating structured knowledge graphs from text.

Researchers assess AI-generated medical content for accuracy and trustworthiness.

This research focuses on improving entity alignment methods in knowledge graphs.

A new method enhances language model performance in specialized fields like aviation.

This method enhances knowledge graphs by incorporating both positive and negative relationships.

A new tool helps predict drug interactions using knowledge graphs.

Exploring the convergence of LLMs and KGs in knowledge management.

A new method enhances the accuracy of text generated from knowledge graphs.

This article discusses enhancing 3D predictions for robots using knowledge about object relationships.

This article discusses methods for improving knowledge graph completion using GNNs and rule-based approaches.

A look at vulnerabilities in cloud services and their implications for users.

KGSimple uses knowledge graphs to create clearer, simpler texts.

Researchers improve object detection accuracy in traffic scenes using external knowledge.

This paper examines methods for assessing the relatedness of concepts using DBpedia.

KGrEaT assesses the quality and usefulness of knowledge graphs for various tasks.

A novel method for recommending APIs during library migration using knowledge graph embedding.

i-Align enhances knowledge graph alignment through clear explanations and efficient processing.

A new method enhances agents' decision-making in changing environments.

This study examines new ways to link biomedical entities using structured data.

Combining medical knowledge graphs with AI enhances diagnosis accuracy.

MCKG integrates knowledge graphs for improved item suggestions and user experiences.

Streamlining aircraft production through co-design and advanced modeling methods.

Learn how objective explanations can enhance recommendations in various domains.

A new method improves disease detection in pets using knowledge graphs.

This article examines how bilingual news influences opinions on migration.

Improving Knowledge Graph Completion with advanced rule aggregation techniques.

A new model improves performance by utilizing diverse data types in knowledge graphs.

New methods improve knowledge graph embeddings using literal information.

Explore how GNNs and Knowledge Graphs enhance healthcare link predictions.

A new system enhances the diagnosis of outages in cloud services using data.

Examining the gaps in reproducibility among knowledge graphs and their impact on research.

This study showcases how LLMs can aid in knowledge graph building.

A new method to generate urban flow data in cities without historical information.

Researchers enhance data access for Metal-Organic Frameworks through a natural language interface.

Explore the role of Knowledge Graphs and embeddings in modern data applications.

A new model improves event predictions using knowledge graphs and past incidents.

A new model improves relation classification accuracy in text analysis.