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- arXiv.2406.17231 type Entity assertion.
- CogMG type Workflow assertion.
- KoPL type Workflow assertion.
- ReActAgentFramework type Workflow assertion.
- RetrievalAugmentedGeneration type Workflow assertion.
- CogMG label "CogMG" assertion.
- KoPL label "KoPL" assertion.
- ReActAgentFramework label "ReAct agent framework" assertion.
- RetrievalAugmentedGeneration label "Retrieval Augmented Generation" assertion.
- CogMG comment "CogMG is a collaborative augmentation framework where an LLM, acting as an agent, decomposes queries, identifies knowledge gaps in KGs, completes missing facts using its internal parameters, and facilitates the evolution of the KG through verified additions. This mutual enhancement directly improves LLM's factual accuracy in QA by leveraging the updated KG, while also enriching the KG with LLM-generated and verified knowledge, thereby enhancing reasoning across both components." assertion.
- CogMG subject SynergizedReasoning assertion.
- arXiv.2406.17231 title "CogMG: Collaborative Augmentation Between Large Language Model and Knowledge Graph" assertion.
- arXiv.2406.17231 describes CogMG assertion.
- arXiv.2406.17231 discusses KoPL assertion.
- arXiv.2406.17231 discusses ReActAgentFramework assertion.
- arXiv.2406.17231 discusses RetrievalAugmentedGeneration assertion.
- CogMG hasTopCategory SynergizedLLMKG assertion.