Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RA9r7_8oQpLodaR7QgEO0I9Rex_DvUPvGVb4_XKDUdYog/assertion>. }
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- arXiv.2505.15210 type Entity assertion.
- transferNet type Workflow assertion.
- toG type Workflow assertion.
- gnnRAG type Workflow assertion.
- interactiveKBQA type Workflow assertion.
- poG type Workflow assertion.
- roG type Workflow assertion.
- uniKGQA type Workflow assertion.
- amar type Workflow assertion.
- deliberationOverPriorsDP type Workflow assertion.
- doG type Workflow assertion.
- embedKGQA type Workflow assertion.
- lightPROF type Workflow assertion.
- readi type Workflow assertion.
- toG label "ToG" assertion.
- embedKGQA label "EmbedKGQA" assertion.
- roG label "RoG" assertion.
- transferNet label "TransferNet" assertion.
- uniKGQA label "UniKGQA" assertion.
- lightPROF label "LightPROF" assertion.
- gnnRAG label "GNN-RAG" assertion.
- poG label "PoG" assertion.
- amar label "AMAR" assertion.
- deliberationOverPriorsDP label "Deliberation over Priors (DP)" assertion.
- doG label "DoG" assertion.
- interactiveKBQA label "Interactive-KBQA" assertion.
- readi label "Readi" assertion.
- deliberationOverPriorsDP comment "Deliberation over Priors (DP) is a framework designed to enhance the trustworthiness of LLM reasoning by leveraging KG structural and constraint priors. It employs a progressive knowledge distillation strategy to integrate structural priors into LLMs during an offline stage, preparing them for more faithful relation path generation. In the online (inference) stage, a reasoning-introspection strategy guides LLMs to verify reasoning paths against extracted constraint priors, improving the reliability of response generation. The primary goal is to improve LLM performance, specifically its reasoning and response generation at inference time, by explicit use of KG knowledge." assertion.
- deliberationOverPriorsDP subject KGEnhancedLLMInference assertion.
- arXiv.2505.15210 title "Deliberation on Priors: Trustworthy Reasoning of Large Language Models on Knowledge Graphs" assertion.
- arXiv.2505.15210 describes deliberationOverPriorsDP assertion.
- arXiv.2505.15210 discusses transferNet assertion.
- arXiv.2505.15210 discusses toG assertion.
- arXiv.2505.15210 discusses gnnRAG assertion.
- arXiv.2505.15210 discusses interactiveKBQA assertion.
- arXiv.2505.15210 discusses poG assertion.
- arXiv.2505.15210 discusses roG assertion.
- arXiv.2505.15210 discusses uniKGQA assertion.
- arXiv.2505.15210 discusses amar assertion.
- arXiv.2505.15210 discusses doG assertion.
- arXiv.2505.15210 discusses embedKGQA assertion.
- arXiv.2505.15210 discusses lightPROF assertion.
- arXiv.2505.15210 discusses readi assertion.
- deliberationOverPriorsDP hasTopCategory KGEnhancedLLM assertion.