[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-manufacturing":3},{"tag":4,"articles":9},{"id":5,"name":6,"slug":6,"article_count":7,"description_zh":8,"description_en":8},"37554dd7-6404-4145-a489-103f770eb5ab","manufacturing",2,null,[10],{"id":11,"slug":12,"title":13,"summary":14,"category":15,"image_url":16,"cover_image":16,"language":17,"created_at":18},"2ce35a50-85a1-42b5-8d74-af24ccaaf716","llms-knowledge-graphs-ml-explainability-zh","知識圖譜加 LLM 讓製造業 XAI 更好懂","這篇論文把知識圖譜和 LLM 接起來，讓製造業的機器學習結果能被轉成更好懂的解釋。重點不是亂編答案，而是先抓相關圖譜事實，再交給語言模型整理。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1776665388382-t6m1.png","zh","2026-04-20T06:09:32.525811+00:00"]