Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RA_KvkcBK2jEkoQuo82LEGQ0t6eYoZe8RTN1kIa_N2fW8/assertion>. }
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- arXiv.2412.10654 type Entity assertion.
- biranEtAlBackPatching type Workflow assertion.
- dernbachEtAlNeighborhoodEncoding type Workflow assertion.
- graph2TextStrategy type Workflow assertion.
- graphLLM type Workflow assertion.
- graphRAG type Workflow assertion.
- knowledgeGraphProgrammingLanguageRepresentationForLlmReasoning type Workflow assertion.
- nieEtAlCodeStyleIclForKbqa type Workflow assertion.
- reasoningOnGraphRoG type Workflow assertion.
- biranEtAlBackPatching label "Biran et al. Back-patching Approach" assertion.
- dernbachEtAlNeighborhoodEncoding label "Dernbach et al. Neighborhood Partitioning and Encoding Scheme" assertion.
- graph2TextStrategy label "Graph2Text Strategy" assertion.
- graphLLM label "GraphLLM" assertion.
- graphRAG label "GraphRAG" assertion.
- knowledgeGraphProgrammingLanguageRepresentationForLlmReasoning label "Knowledge Graph Programming Language Representation for LLM Reasoning" assertion.
- nieEtAlCodeStyleIclForKbqa label "Nie et al. Code-style In-Context Learning for KBQA" assertion.
- reasoningOnGraphRoG label "Reasoning on Graph (RoG)" assertion.
- knowledgeGraphProgrammingLanguageRepresentationForLlmReasoning comment "This method proposes and evaluates representing Knowledge Graphs using programming language (Python) code, both statically and dynamically. This representation is then used to either prompt or fine-tune Large Language Models, aiming to deeply integrate KG structures and semantics into LLM representations. The goal is to enhance LLM multi-hop reasoning by enabling the LLM to effectively represent and process knowledge from both its natural language understanding and the structured KG input in a synergistic manner." assertion.
- arXiv.2412.10654 describes knowledgeGraphProgrammingLanguageRepresentationForLlmReasoning assertion.
- arXiv.2412.10654 discusses biranEtAlBackPatching assertion.
- arXiv.2412.10654 discusses dernbachEtAlNeighborhoodEncoding assertion.
- arXiv.2412.10654 discusses graph2TextStrategy assertion.
- arXiv.2412.10654 discusses graphLLM assertion.
- arXiv.2412.10654 discusses graphRAG assertion.
- arXiv.2412.10654 discusses nieEtAlCodeStyleIclForKbqa assertion.
- arXiv.2412.10654 discusses reasoningOnGraphRoG assertion.
- knowledgeGraphProgrammingLanguageRepresentationForLlmReasoning subject SynergizedKnowledgeRepresentation assertion.
- arXiv.2412.10654 title "Thinking with Knowledge Graphs: Enhancing LLM Reasoning Through Structured Data" assertion.
- knowledgeGraphProgrammingLanguageRepresentationForLlmReasoning hasTopCategory SynergizedLLMKG assertion.