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- EnhancedLlmWithKnowledgePrelearningAndFeedback type Workflow assertion.
- EnhancedLlmWithKnowledgePrelearningAndFeedback label "Enhanced LLM with Knowledge Pre-learning and Feedback (ELPF)" assertion.
- EnhancedLlmWithKnowledgePrelearningAndFeedback comment "ELPF is a modular, three-stage KG-LLM alignment framework designed to enhance LLM's capability to utilize KG information and reduce hallucinations. It includes K-LoRA for pre-learning KG infusion and domain linguistic style, supervised fine-tuning with KG retrieval, and Alignment with Knowledge Graph Feedback (AKGF) where KGs act as automated evaluators for DPO-based fine-tuning. The framework synergizes LLMs and KGs to improve reasoning and factual correctness." assertion.
- EnhancedLlmWithKnowledgePrelearningAndFeedback subject SynergizedReasoning assertion.
- EnhancedLlmWithKnowledgePrelearningAndFeedback hasTopCategory SynergizedLLMKG assertion.