[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-kgqa":3},{"tag":4,"articles":10},{"id":5,"name":6,"slug":7,"article_count":8,"description_zh":9,"description_en":9},"02036ada-3e1a-4396-88fc-cf0b55c828f3","KGQA","kgqa",0,null,[11],{"id":12,"slug":13,"title":14,"summary":15,"category":16,"image_url":17,"cover_image":17,"language":18,"created_at":19},"acaa0a72-4a72-44c1-b290-b9fde291c56c","conformal-path-reasoning-kgqa-calibration-zh","CPR 讓 KGQA 更可控","CPR 把 conformal calibration 放到 KGQA 的推理路徑層級，目標是讓答案集合更小、覆蓋率更穩定，提升可部署性。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778481062254-mx5m.png","zh","2026-05-11T06:30:34.919508+00:00"]