Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RASkD4AQ2L67yU18HOxjE6Fq3-d7BIDdgcz6_RUHWmRM4/assertion>. }
Showing items 1 to 29 of
29
with 100 items per page.
- GraphRAG type Workflow assertion.
- LightRAG type Workflow assertion.
- BM25 type Workflow assertion.
- PlanOnGraph type Workflow assertion.
- arXiv.2510.13193 type Entity assertion.
- HippoRAG2 type Workflow assertion.
- MemoRAG type Workflow assertion.
- NaiveRAG type Workflow assertion.
- REMINDRAG type Workflow assertion.
- GraphRAG label "GraphRAG" assertion.
- LightRAG label "LightRAG" assertion.
- BM25 label "BM25" assertion.
- PlanOnGraph label "Plan-on-Graph" assertion.
- HippoRAG2 label "HippoRAG2" assertion.
- MemoRAG label "MemoRAG" assertion.
- NaiveRAG label "NaiveRAG" assertion.
- REMINDRAG label "REMINDRAG" assertion.
- REMINDRAG comment "REMINDRAG proposes an LLM-guided knowledge graph traversal featuring node exploration, node exploitation, and memory replay to enhance RAG systems. The memory replay component stores traversal experience by updating KG edge embeddings, which then guide future LLM traversals. This creates a synergized reasoning process where the LLM acts as an agent interacting with and learning from the KG, and the KG's representation is dynamically adapted to improve the LLM's reasoning efficiency and effectiveness." assertion.
- arXiv.2510.13193 describes REMINDRAG assertion.
- arXiv.2510.13193 discusses GraphRAG assertion.
- arXiv.2510.13193 discusses LightRAG assertion.
- arXiv.2510.13193 discusses BM25 assertion.
- arXiv.2510.13193 discusses PlanOnGraph assertion.
- arXiv.2510.13193 discusses HippoRAG2 assertion.
- arXiv.2510.13193 discusses MemoRAG assertion.
- arXiv.2510.13193 discusses NaiveRAG assertion.
- REMINDRAG subject SynergizedReasoning assertion.
- arXiv.2510.13193 title "REMINDRAG: Low-Cost LLM-Guided Knowledge Graph Traversal for Efficient RAG" assertion.
- REMINDRAG hasTopCategory SynergizedLLMKG assertion.