Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RADAA8dLU4iwYB2k1Q-xYbzHBdCDe5O5uJVVzM6egyyJ4/assertion>. }
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- SelfConsistency type Workflow assertion.
- RetrievalAugmentedGeneration type Workflow assertion.
- ChainOfThought type Workflow assertion.
- ThinkOnGraph type Workflow assertion.
- arXiv.2402.09911 type Entity assertion.
- IoPrompt type Workflow assertion.
- PgAkv type Workflow assertion.
- SelfConsistency label "Self-Consistency (SC)" assertion.
- RetrievalAugmentedGeneration label "Retrieval-Augmented Generation (RAG)" assertion.
- ChainOfThought label "Chain-of-Thought (CoT)" assertion.
- ThinkOnGraph label "Think on Graph (ToG)" assertion.
- IoPrompt label "IO Prompt" 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.
- arXiv.2402.09911 title "Enhancing Large Language Models with Pseudoand Multisource-Knowledge Graphs for Open-ended Question Answering" assertion.
- arXiv.2402.09911 describes PgAkv assertion.
- arXiv.2402.09911 discusses SelfConsistency assertion.
- arXiv.2402.09911 discusses RetrievalAugmentedGeneration assertion.
- arXiv.2402.09911 discusses ChainOfThought assertion.
- arXiv.2402.09911 discusses ThinkOnGraph assertion.
- arXiv.2402.09911 discusses IoPrompt assertion.
- PgAkv hasTopCategory KGEnhancedLLM assertion.