. . . . "Unveiling LLMs: The Evolution of Latent Representations in a Dynamic Knowledge Graph" . . . . . . . "Activation Patching" . . . "This method proposes an end-to-end framework to decode factual knowledge embedded in LLM latent representations into a dynamic knowledge graph, utilizing an extended activation patching technique. This framework enables layer-wise interpretability analyses (both local and global) of LLMs' internal knowledge resolution process, thereby enhancing the understanding of LLM mechanisms through KG-based visualization and analysis." . "Framework for Decoding LLM Latent Representations into Dynamic Knowledge Graphs" . . . "MeanShift Clustering" . . "Multi-Scale Attributed Node Embedding" . . . "2026-02-26T16:23:39.485Z"^^ . . . "LLM-KG assessment for paper 10.48550/arXiv.2404.03623" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAwNz2QK3SEifno78S7+48zUB0xpTex3mAzW73ZimHqNcdEMU5/apslrGrTHGFAt/Chocgo++r6JQp5ygY7NyJHGWdaIqnt85pjX4PbNfLAvapyUO00qZP34fY61w4eZ9UMtleWEsmZKRtQPyJ8ODl46i/rfPuZlcJGpM9Nmy5mpGWuepqIEvF4a/t7pLVeCEDFSYXT+yaiygt6ynIK5f7TtEDhZpeUf/Q74WhMPJXm4yTU/hqOX4IW+50kWHNArGGZwUaXwzyG6M3Zd6UMModryGkLqS4H/MSE3ZA1Ylnms7BfWLEXhMWlaKi6HRV4nGRDLhxVSi9LSRi3LWKLhNIIQIDAQAB" . "R1j0G8GBakaUGgByQ8V1zuiBrM25XhliR0lhgS287OwZxari8yOsQ1aq9qS4Iz/J1RSUpIIom1LBiZCPCSE9qRMFr51UITLQg6ebggIHmZjeNYBH8BEgNHzi0knJHB98NThESgqfrT8h+yZQUQiiCIqUtYc9xcgXBEvnWj9jKi4b0axhRwXRlN9b0FUGU/bajU0m7zQQT1rB2Sh16kZqrjhh4wGmIAli3wq5SbU2hyqDaqqXIMYIXwA4lcKdk2w8uA+L89nlzvBa6CqX0AeG1vj4f/EaCGlw5bue1bwq+WTY3rDmELIW4vEV3EKxzULF18v9PlSd2StoUQw+dN6D2g==" . . .