Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RAgWMr3AU8STd-cAESNe_pTCsjzVxikgHelaXZnl4mXQc/assertion>. }
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- arXiv.2504.03137 type Entity assertion.
- agentBench type Workflow assertion.
- embedKgqa type Workflow assertion.
- graftNet type Workflow assertion.
- kgt5 type Workflow assertion.
- knowledgeNavigator type Workflow assertion.
- kvmem type Workflow assertion.
- lightprof type Workflow assertion.
- nsm type Workflow assertion.
- pullNet type Workflow assertion.
- structGpt type Workflow assertion.
- tog type Workflow assertion.
- transferNet type Workflow assertion.
- uniKgqa type Workflow assertion.
- tog label "ToG" assertion.
- embedKgqa label "EmbedKGQA" assertion.
- structGpt label "StructGPT" assertion.
- nsm label "NSM" assertion.
- transferNet label "TransferNet" assertion.
- graftNet label "GraftNet" assertion.
- kgt5 label "KGT5" assertion.
- kvmem label "KV-Mem" assertion.
- pullNet label "PullNet" assertion.
- uniKgqa label "UniKGQA" assertion.
- agentBench label "AgentBench" assertion.
- knowledgeNavigator label "KnowledgeNavigator" assertion.
- lightprof label "LightPROF" assertion.
- lightprof comment "LightPROF is a Retrieve-Embed-Reason framework that uses a Knowledge Adapter to encode both textual and structural information from Knowledge Graphs into LLM-friendly soft prompts. These prompts are injected during the LLM's inference stage to enhance its reasoning capabilities on KGQA tasks, particularly for small-scale LLMs, without retraining the LLM itself. This approach directly improves LLM performance during inference through KG integration." assertion.
- lightprof subject KGEnhancedLLMInference assertion.
- arXiv.2504.03137 title "LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph" assertion.
- arXiv.2504.03137 describes lightprof assertion.
- arXiv.2504.03137 discusses agentBench assertion.
- arXiv.2504.03137 discusses embedKgqa assertion.
- arXiv.2504.03137 discusses graftNet assertion.
- arXiv.2504.03137 discusses kgt5 assertion.
- arXiv.2504.03137 discusses knowledgeNavigator assertion.
- arXiv.2504.03137 discusses kvmem assertion.
- arXiv.2504.03137 discusses nsm assertion.
- arXiv.2504.03137 discusses pullNet assertion.
- arXiv.2504.03137 discusses structGpt assertion.
- arXiv.2504.03137 discusses tog assertion.
- arXiv.2504.03137 discusses transferNet assertion.
- arXiv.2504.03137 discusses uniKgqa assertion.
- lightprof hasTopCategory KGEnhancedLLM assertion.