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- PgAkv type Workflow assertion.
- PgAkv label "Pseudo-Graph Generation and Atomic Knowledge Verification (PG&AKV)" assertion.
- PgAkv comment "PG&AKV is a framework designed to enhance LLM performance during inference, specifically for open-ended and precise question answering. It leverages LLMs to generate a preliminary knowledge framework (pseudo-graph) and then uses external KGs for atomic-level knowledge querying and verification. The refined knowledge from KGs mitigates LLM hallucinations and improves answer accuracy without retraining, aligning with the goal of KGEnhancedLLMInference." assertion.
- PgAkv subject KGEnhancedLLMInference assertion.
- PgAkv hasTopCategory KGEnhancedLLM assertion.