Tag: hyper-relational knowledge graphs
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Topology-Aware Reasoning for Incomplete Knowledge Graphs
Enhance KBQA with graph-based soft prompting to improve reasoning over incomplete knowledge graphs using a novel two-stage LLM framework.
KG-Reasoner: Reinforced Model for Multi-Hop KG Reasoning
Discover KG-Reasoner, a reinforced model using RL for dynamic, end-to-end multi-hop reasoning over knowledge graphs, boosting complex query accuracy.
QuarkMedSearch: Advanced Deep Search for Medical AI
Discover QuarkMedSearch, a cutting-edge deep search agent enhancing medical AI with multi-hop data, innovative training, and expert benchmarks.
DreamKG: AI System Enhancing Homeless Service Access
DreamKG uses knowledge graphs to provide accurate, location-based info on services for people experiencing homelessness, improving access and support.
Graph-Based vs Agentic Retrieval for Cyber Threat Intel
Explore how graph-based and agentic retrieval methods outperform traditional RAG in cyber threat intelligence with improved multi-hop query accuracy.