. . . . "A Human-in-the-Loop, LLM-Centered Architecture for Knowledge-Graph Question Answering" . . . . . . . "This framework introduces an interactive, LLM-centered architecture for Knowledge Graph Question Answering. It leverages LLMs to generate, explain, and iteratively refine Cypher graph queries through natural language feedback from users. This approach facilitates a synergized reasoning process by treating LLMs as agents that interact with KGs to conduct auditable and transparent reasoning, enhancing accessibility and control for non-experts." . "A Human-in-the-Loop, LLM-Centered Architecture for Knowledge-Graph Question Answering" . . . "KG-RAG with GNN Embeddings" . . "KG-RAG with Linearized Triples" . . . "2026-02-26T16:19:53.558Z"^^ . . . "LLM-KG assessment for paper 10.48550/arXiv.2602.05512" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "LsMOy/QIk/iy+vlkAmQ78GIuZ9XULs+NezkdInppOI8HWl2WegLO8hsJ1qqgT/fSFoDVUfx++p5clY0rH/Z3SQGlMaa/LCJ7OSsK/S/chV0AbrHwH1KIAPf9fHrtjnaWslyCpTCMhnVtK8QHzuhIDC3LtvKBKTb0sbqj8uGW1hB2horYau8Yd8fqRwvR6f8/xdti7tmcCP5Un2ZQUVLnsJkTK+A/odyMS1GGK4jA8czQROcayolaf/vkZ4Bz6iCNH9w+5KFLOZzUHpDU7uxspQC8CZjYXDFAfWH4ssXIjQNjnPbLQL3SWmLlbYyk5u0F0DWA5w1eGaRePDZpzgdS4g==" . . .