Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAjcslYofkvPkCJ2kD19BBgkjxz2DGP7TAspAEdzF5CTQ/assertion>. }
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- ToG type Workflow assertion.
- RoG type Workflow assertion.
- LightRAG type Workflow assertion.
- arXiv.2508.04474 type Entity assertion.
- GoG type Workflow assertion.
- TRAIL type Workflow assertion.
- ToG label "ToG" assertion.
- RoG label "RoG" assertion.
- LightRAG label "LightRAG" assertion.
- GoG label "GoG" assertion.
- TRAIL label "TRAIL" assertion.
- TRAIL comment "TRAIL is a unified framework that tightly integrates LLM thinking, reasoning, and incremental learning by coupling joint inference and dynamic KG refinement. The LLM acts as an agent to iteratively explore, update, and refine the KG during reasoning, using a confidence-driven mechanism to generate, validate, and prune new facts. This approach aims for mutual enhancement, making the reasoning process more adaptive and enabling the KG to evolve in real-time." assertion.
- arXiv.2508.04474 describes TRAIL assertion.
- arXiv.2508.04474 discusses ToG assertion.
- arXiv.2508.04474 discusses RoG assertion.
- arXiv.2508.04474 discusses LightRAG assertion.
- arXiv.2508.04474 discusses GoG assertion.
- TRAIL subject SynergizedReasoning assertion.
- arXiv.2508.04474 title "TRAIL: Joint Inference and Refinement of Knowledge Graphs with Large Language Models" assertion.
- TRAIL hasTopCategory SynergizedLLMKG assertion.