Latest Research in Knowledge Graph Inference

Top Research Topics in Knowledge Graph Inference

• Computation and Language — 19 papers
• Artificial Intelligence — 15 papers
• Topic Modeling — 7 papers
• Machine Learning — 6 papers
• Computer Vision and Pattern Recognition — 5 papers
• Advanced Graph Neural Networks — 3 papers
• Databases — 3 papers
• Data Mining Algorithms and Applications — 2 papers
• Coastal and Marine Management — 2 papers
• Multimodal Machine Learning Applications — 2 papers

Highest-Cited Papers

1. Physics-Enhanced Data-Driven Approach for Wind Turbine Aeroelastic Damping Prediction Based on LSTM RNN
2. When the Knowledge Base Becomes the Gold Standard: Measuring Resource-Shared Evaluation Loops in Entity-Level Machine Translation
3. GraFine: Retrieval-Time Refinement for Efficient Graph RAG over Corpus Graphs
4. FITTER: Vocabulary-Agnostic Cross-Domain Inference on Temporal Knowledge Graphs
5. Sequence Labeling in Urdu Social Media Texts: Data Annotation and Transformer-Based Deep Learning Models
6. Iterative difference-based distance matrix refinement for entity alignment
7. CompTIA Server+ Study Guide: Server Administration, Hardware, and Troubleshooting
8. ViSR-KGC: Visual Subgraph Reasoning with Vision-Language Models for Multimodal Knowledge Graph Completion
9. Probabilistic Circuits for Knowledge Graph Completion with Reduced Rule Sets
10. Enhancing Scientific Named Entity Recognition via Large Language Models: A Type-driven Multi-task Learning Approach
11. Named Entity Recognition (NER) in educational texts using transformer models with X (formerly Twitter)
12. GeoBenchLLM: A Comprehensive Benchmark for Evaluating LLMs on Geo-Related Tasks
13. LiFTER: A Grounded Neuro-Symbolic Microscope for Continuous-Time Dynamic Graph Forecasting
14. Graph Machine: Exploring Edge Mechanisms as an Inductive Bias
15. High-Utility Pattern Mining via Improved Pruning Strategy and New Thresholding Strategy
16. HomoEnsNER: Does Language Alignment Outperform Architectural Complexity in Gujarati Named Entity Recognition?
17. OPERA: Operator-residual feedback for reliable autonomous optical experiments with language-model agents
18. LELA: an LLM-based Entity Linking Approach with Zero-Shot Domain Adaptation
19. Characterizing the Quality Profile of AI-Generated C++ in Production
20. The ArchiveGene Corpus: A Synthetic Multi-Layer Benchmark for Genealogical Information Extraction from Uzbek Historical Archival Texts

Sub-Regions

• Artificial Intelligence — 33 papers
• Computation and Language — 21 papers
• Machine Learning — 19 papers
• Topic Modeling — 10 papers
• Philosophy and History of Science — 7 papers
• Environmental Monitoring and Data Management — 5 papers