. . . . "KG-CRAFT: Knowledge Graph-based Contrastive Reasoning with LLMs for Enhancing Automated Fact-checking" . . . . . . . . . . . . . . . . . . . . . . . . "CO-GAT (ELECTRA)" . . "CofCED" . . "CorXFact" . . "FIRE" . . "FactL-LaMA know" . . "FactL-LaMA" . . "GenFE" . . "GenFE-MT" . . "GraphCheck" . . "GraphFC" . . "IKA" . . . "KG-CRAFT is a novel framework that synergizes LLMs and KGs for automated fact-checking. It leverages LLMs for knowledge graph construction, then uses the KG structure to formulate contrastive questions that guide LLMs to generate evidence-based answers and summaries for veracity assessment. This process exemplifies LLMs acting as agents interacting with KGs to conduct structured reasoning." . "KG-CRAFT" . . . "L-Defense" . . "MLA (RoBERTa)" . . "MULTIVERS" . . "Meng et al. 2024 Zero-Day Manipulations" . . "PACAR" . . "ProgramFC" . . "SBERT-FC" . . "TELLER" . . "dEFEND" . . . "2026-02-26T15:19:41.571Z"^^ . . . . "LLM-KG assessment for paper 10.48550/arXiv.2601.19447" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "adgIbNiqe9VTWdbuSca5/1kV4jpt37m02OjTP3GzF3rotQlU96vK2JULKBid2CxtiL9sK0tmw2ti4OCcD1pp7PcB/XGAmfRumNs+p8+i6Ckq3HYr0ras8cs3rP15FDWqIqljTBDMUszlNnpHw456dh98MJ/OErYjiagiI4UURopBBAZV3tw0jZos+HdiwAFqG0UTWAzUtgmiVhgDOrlKvOC3UBZEB1YGXwL8cueGc7J5R5QWbL7E2vsBSGPmDR1/rll9wT6ydAW//JX1Hrp4E1jyxk83dS2YsJddFlLybXDPzrSbczL6eJJOcaUXnfNJ+udsu0hdE0KBy4F73PKRqg==" . . .