Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAvecfahu6db5EZ5K5mdRkoNjwfSphQFlobfeCxOhdgNk/assertion>. }
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- CoT type Workflow assertion.
- React type Workflow assertion.
- arXiv.2406.14282 type Entity assertion.
- Direct type Workflow assertion.
- DirectRag type Workflow assertion.
- Dlpkg type Workflow assertion.
- Iclpkg type Workflow assertion.
- Lpkg type Workflow assertion.
- SelfAsk type Workflow assertion.
- CoT label "Chain-of-Thought (CoT)" assertion.
- React label "ReAct" assertion.
- Direct label "Direct" assertion.
- DirectRag label "Direct RAG" assertion.
- Dlpkg label "DLPKG" assertion.
- Iclpkg label "ICLPKG" assertion.
- Lpkg label "Learning to Plan from Knowledge Graphs (LPKG)" assertion.
- SelfAsk label "Self-Ask" assertion.
- Lpkg comment "LPKG is a novel framework that enhances the planning capabilities of LLMs for complex question-answering. It uses predefined KG patterns to construct accurate planning data, which is then used to fine-tune a planning LLM. The KG data directly improves the LLM's internal ability to generate multi-step plans, classifying it under KGEnhancedLLMPretraining as it modifies the LLM's core capabilities through a training phase." assertion.
- Lpkg subject KGEnhancedLLMPretraining assertion.
- arXiv.2406.14282 title "Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs" assertion.
- arXiv.2406.14282 describes Lpkg assertion.
- arXiv.2406.14282 discusses CoT assertion.
- arXiv.2406.14282 discusses React assertion.
- arXiv.2406.14282 discusses Direct assertion.
- arXiv.2406.14282 discusses DirectRag assertion.
- arXiv.2406.14282 discusses Dlpkg assertion.
- arXiv.2406.14282 discusses Iclpkg assertion.
- arXiv.2406.14282 discusses SelfAsk assertion.
- Lpkg hasTopCategory KGEnhancedLLM assertion.