Matches in Nanopublications for { ?s ?p ?o <https://w3id.org/np/RA8FdvpE7WFxgl-MQWsvkngyULSqpp0x0V8S5FUCz9Wbs/assertion>. }
Showing items 1 to 32 of
32
with 100 items per page.
- GraphCheck type Workflow assertion.
- arXiv.2601.19447 type Entity assertion.
- COGATELECTRA type Workflow assertion.
- FactLLaMA type Workflow assertion.
- IKA type Workflow assertion.
- KGCraft type Workflow assertion.
- GraphCheck label "GraphCheck" assertion.
- COGATELECTRA label "CO-GAT (ELECTRA)" assertion.
- FactLLaMA label "FactL-LaMA" assertion.
- IKA label "IKA" assertion.
- KGCraft label "KG-CRAFT" assertion.
- GraphCheck comment "GraphCheck is an LLM-based verifier that incorporates lightweight graph signals alongside instruction-style prompting. The graph signals are used during the LLM's inference to enhance its verification capabilities by providing structured insights." assertion.
- COGATELECTRA comment "CO-GAT (ELECTRA) applies graph attention over scientific evidence, with ELECTRA (a pre-trained language model) as its encoder. This method enhances the LLM's understanding and reasoning by integrating graph structures into its evidence processing during inference." assertion.
- FactLLaMA comment "FactL-LaMA is an LLM-based method that enhances fact-checking by augmenting LLMs with external knowledge sources during inference. This external knowledge (often KG-based in this context) helps improve the LLM's accuracy in verification tasks." assertion.
- IKA comment "IKA is a method that uses example graphs (Knowledge Graphs) to enhance LLM capabilities for claim verification and explanation. The KGs provide structured context during the LLM's inference to improve its fact-checking performance." assertion.
- KGCraft comment "KG-CRAFT is a novel method that enhances LLM capabilities for automated fact-checking. It leverages KGs by first using LLMs to construct a KG from claims and reports. Then, the KG structure is used to formulate contrastive questions, which guide the LLM's reasoning process during the inference stage to synthesize evidence and assess claim veracity." assertion.
- GraphCheck subject KGEnhancedLLMInference assertion.
- COGATELECTRA subject KGEnhancedLLMInference assertion.
- FactLLaMA subject KGEnhancedLLMInference assertion.
- IKA subject KGEnhancedLLMInference assertion.
- KGCraft subject KGEnhancedLLMInference assertion.
- arXiv.2601.19447 title "KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking" assertion.
- arXiv.2601.19447 describes KGCraft assertion.
- arXiv.2601.19447 discusses GraphCheck assertion.
- arXiv.2601.19447 discusses COGATELECTRA assertion.
- arXiv.2601.19447 discusses FactLLaMA assertion.
- arXiv.2601.19447 discusses IKA assertion.
- GraphCheck hasTopCategory KGEnhancedLLM assertion.
- COGATELECTRA hasTopCategory KGEnhancedLLM assertion.
- FactLLaMA hasTopCategory KGEnhancedLLM assertion.
- IKA hasTopCategory KGEnhancedLLM assertion.
- KGCraft hasTopCategory KGEnhancedLLM assertion.