. . . . "Semantic-Condition Tuning: Fusing Graph Context with Large Language Models for Knowledge Graph Completion" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "AdaProp" . . "AnKGE" . . "ARR" . . "BoxE" . . "CBLiP" . . "CoK-Adapter" . . "CompGCN" . . "ComplEx" . . "ConvE" . . "CSProm-KG-CD" . . "DiffusionE" . . "DistMult" . . "GPT-KG" . . "HAKE" . . "KG-Alpaca" . . "KG-BERT" . . "KG-FIT" . . "KG-LLaMA" . . "KICGPT" . . "KoPA" . . "MA-GNN" . . "MKGL" . . "MuKDC" . . "NBFNet" . . "PathCon" . . "PKGC" . . "RotatE" . . . "Semantic-Condition Tuning (SCT) proposes a novel framework for deep integration of KGs and LLMs for Knowledge Graph Completion. It features a Condition-Adaptive Fusion Module which acts as a KG fusion module, performing a feature-level affine transformation on the LLM's input embeddings based on a graph-derived semantic condition. This module is jointly trained with the LLM, thereby creating a unified, knowledge-infused representation that aligns with the SynergizedKnowledgeRepresentation category." . "Semantic-Condition Tuning" . . . "SimKGC" . . "SSQR-LLaMA2" . . "TCRA" . . "TransE" . . "TransH" . . . "2026-02-26T15:32:06.976Z"^^ . . . "LLM-KG assessment for paper 10.48550/arXiv.2510.08966" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "N6rjj0Je2RHkuGIzVOsGS4Qxli+SxZstiNuVZsjXysqgzKRlyACV0oRLYrye+kTq3/oifMJMf6tD1YCMjtEajWVfd0KxKyyb94/1xQCZPbJB05Sv6gEkuYuhhDJt7TSjFSFJNeeN0+e7OdjXRSDsyMkT00eUIOd/f6hpNPtQJOFk5qDEc6tA4xK8BSD6EgmhyYSCYCgUWHdovGTFaDhJwU8VWAszrF4cwrhECaPDMYPPEcYz23TX2sVlpZJX5mw3fIlsYE2/V3b24ElaBzkMkJL2gcW4XTjSvFViW4RRpS4ucQTBTVw/1r80fUIeb6J7WwFHzck+Ld4RnZzogXNHQw==" . . .