Knowledge Graphs


FactNet: A Billion-Scale Knowledge Graph for Multilingual Factual Grounding

Add code
Feb 03, 2026
Viaarxiv icon

Ontology-to-tools compilation for executable semantic constraint enforcement in LLM agents

Add code
Feb 03, 2026
Viaarxiv icon

Memora: A Harmonic Memory Representation Balancing Abstraction and Specificity

Add code
Feb 03, 2026
Viaarxiv icon

A Scene Graph Backed Approach to Open Set Semantic Mapping

Add code
Feb 03, 2026
Viaarxiv icon

Use Graph When It Needs: Efficiently and Adaptively Integrating Retrieval-Augmented Generation with Graphs

Add code
Feb 03, 2026
Viaarxiv icon

LEC-KG: An LLM-Embedding Collaborative Framework for Domain-Specific Knowledge Graph Construction -- A Case Study on SDGs

Add code
Feb 02, 2026
Viaarxiv icon

WildGraphBench: Benchmarking GraphRAG with Wild-Source Corpora

Add code
Feb 03, 2026
Viaarxiv icon

Thinking Like a Doctor: Conversational Diagnosis through the Exploration of Diagnostic Knowledge Graphs

Add code
Feb 02, 2026
Viaarxiv icon

ROG: Retrieval-Augmented LLM Reasoning for Complex First-Order Queries over Knowledge Graphs

Add code
Feb 02, 2026
Viaarxiv icon

Generator-based Graph Generation via Heat Diffusion

Add code
Feb 03, 2026
Viaarxiv icon