Plug-and-Play LLM Knowledge Extraction for Robot Navigation: A Fine-Tuning-Free Edge Framework. - Sebastian Rojas-Ordoñez; Mikel Segura; Irune Yarza; Veronica Mendoza; Ekaitz Zulueta (Mach. Learn. Knowl. Extr., 2026)