. . . . "DrKGC: Dynamic Subgraph Retrieval-Augmented LLMs for Knowledge Graph Completion across General and Biomedical Domains" . . . . . . . . . . . . . . . . . . . . . . . "CoLE" . . "COSIGN" . . "CompGCN" . . "ComplEx" . . "DIFT" . . "DistMult" . . "https://github.com/TheYKXiao/DrKGC"^^ . . "DrKGC is explicitly designed for Knowledge Graph Completion (KGC) by leveraging LLMs. It improves KGC performance by dynamically retrieving relevant subgraphs and enhancing structural embeddings using a GCN adapter, which are then integrated into the LLM's prompt. This approach directly uses LLMs to generate missing facts in KGs, thereby augmenting the KG completion task." . "DrKGC" . . . "GHN" . . "HRGAT" . . "KG-BERT" . . "KGLM" . . "KICGPT" . . "NCRL" . . "Neural-LP" . . "R-GCN" . . "RLogic" . . "RotatE" . . "SimKGC" . . "StAR" . . "TransE" . . . "2026-02-26T15:40:49.734Z"^^ . . . "LLM-KG assessment for paper 10.48550/arXiv.2506.00708" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "pa56rxqCt1w6ESMTNtO7/WKdQ+WWtPREFL4Gpu/+HO9RMu52H694LgTZc+rt1encW4Zas4BQmnj7cDhE5191yzB9f9lpn4MeOFPR6bdFZk43YnzBaoW8DXHSj3GMMy62+6zPL5hFyS59fOhXP3qhJrx3oKbk3esiZ2AQI2/LZZXsbs3Zn8Acgx2uK0M2+FQzYMT0EvJGrYI6Eg0uO/PEBOViNOZOYL+uMAvROjDbQ//fQSTllWkp0PIakGpqzI7iZy3vmOD/jUPdJG8xkIRFXfDXRamue2HVjDuiIfDhnQm1bRcfsUj6XwNZyD/AkHiKzwCglsuuoxdT1USCC/fd3w==" . . .