. . . . "Knowledge Graph Large Language Model (KG-LLM) for Link Prediction" . . . . . . . . . . . . . . . . "Analogy" . . "CompleX" . . "ConGLR" . . "ConvRot" . . "DistMult" . . "GraphEdit" . . "InstructGraph" . . . "This method is a variant of the KG-LLM Framework, specifically designed with a simplified \"ablation knowledge prompt.\" Unlike the full KG-LLM prompt, it removes explicit instructions, textualized IDs, and CoT reasoning from the expected response. It is introduced and evaluated by the authors as a baseline within their proposed approach to demonstrate the effectiveness of the advanced prompting strategies in the full KG-LLM Framework for multi-hop link prediction." . "KG-LLM (ablation) Framework" . . . . "The KG-LLM Framework is a novel method that converts structured KG data (multi-hop paths) into natural language Chain-of-Thought (CoT) prompts. These prompts are then used to instruction fine-tune LLMs to enhance multi-hop link prediction and relation prediction performance in KGs. The method leverages LLMs' generative and reasoning capabilities to solve KG completion tasks." . "Knowledge Graph Large Language Model Framework (KG-LLM)" . . . "MuseGraph" . . "RESCAL" . . "TransE" . . "wsGAT" . . . "2026-02-26T13:19:28.614Z"^^ . . . "LLM-KG assessment for paper 10.48550/arXiv.2403.07311" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "hZK7wJff0o+9aEzWOX2THWlnLT5r36TKlI713lqoc6CEb/T1tfIYfVabRNJS6JIN7uWLDPQARj1yl4k++T2YljfI9fCEKj/afVGc4IqvU+iUpE5BNZFNnIUMvyTZ5tPZU1EjO3x6Ul7iPS06Loe+uLxw4oMNBh6rvovR/MMlgxPC49yq18uLjk8eJSlJs3sw+7+lyCXDga9jPkvFfTxQ5oczvgm1yGES7aGYLX8RlCcYMwq7VS33S5bfI1phYHwnaJ2kOKLGZZ2OwtBkrSvmSzvbpdTapNjMH7l/c/xYeTRUh2q4ddguRDcJMxql/nQoPvvTrdOMZB3UCQQBg8P6ug==" . . .