Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAv5YYsa6Y_I9R_D3N9bWkUaSjF3kmbiTh5mOAue3VaIk/assertion>. }
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- RetrievalAugmentedGeneration type Workflow assertion.
- ChainOfThought type Workflow assertion.
- InContextLearning type Workflow assertion.
- arXiv.2501.08897 type Entity assertion.
- AutomatedRetrosynthesisPlanningAgent type Workflow assertion.
- MemoizedDepthFirstSearch type Workflow assertion.
- MultibranchedReactionPathwaySearchAlgorithm type Workflow assertion.
- PromptEngineering type Workflow assertion.
- RetrievalAugmentedGeneration label "Retrieval-Augmented Generation" assertion.
- ChainOfThought label "Chain-of-Thought" assertion.
- InContextLearning label "In-context Learning" assertion.
- AutomatedRetrosynthesisPlanningAgent label "Automated Retrosynthesis Planning Agent" assertion.
- MemoizedDepthFirstSearch label "Memoized Depth-first Search" assertion.
- MultibranchedReactionPathwaySearchAlgorithm label "Multi-branched Reaction Pathway Search Algorithm" assertion.
- PromptEngineering label "Prompt Engineering" assertion.
- AutomatedRetrosynthesisPlanningAgent comment "This method proposes a comprehensive agent system that integrates LLMs for information extraction, entity alignment, and pathway evaluation/recommendation, with KGs for structured storage, efficient retrieval, and robust pathway construction and search. The system leverages the strengths of both to perform multi-step retrosynthesis planning, where LLMs and KGs collaboratively contribute to the complex reasoning process." assertion.
- MultibranchedReactionPathwaySearchAlgorithm comment "This is a novel algorithm explicitly designed to identify all valid multi-branched reaction pathways within a retrosynthetic pathway tree derived from a knowledge graph. It functions as a core component of the overall agent, specifically aimed at helping LLMs overcome their limitations in complex, multi-branched reasoning, thereby enabling a more comprehensive and accurate reasoning process within the synergized framework." assertion.
- arXiv.2501.08897 describes AutomatedRetrosynthesisPlanningAgent assertion.
- arXiv.2501.08897 describes MultibranchedReactionPathwaySearchAlgorithm assertion.
- arXiv.2501.08897 discusses RetrievalAugmentedGeneration assertion.
- arXiv.2501.08897 discusses ChainOfThought assertion.
- arXiv.2501.08897 discusses InContextLearning assertion.
- arXiv.2501.08897 discusses MemoizedDepthFirstSearch assertion.
- arXiv.2501.08897 discusses PromptEngineering assertion.
- AutomatedRetrosynthesisPlanningAgent subject SynergizedReasoning assertion.
- MultibranchedReactionPathwaySearchAlgorithm subject SynergizedReasoning assertion.
- arXiv.2501.08897 title "Automated Retrosynthesis Planning of Macromolecules Using Large Language Models and Knowledge Graphs" assertion.
- AutomatedRetrosynthesisPlanningAgent hasTopCategory SynergizedLLMKG assertion.
- MultibranchedReactionPathwaySearchAlgorithm hasTopCategory SynergizedLLMKG assertion.