[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"tag-likelihood":3},{"tag":4,"articles":9},{"id":5,"name":6,"slug":6,"article_count":7,"description_zh":8,"description_en":8},"81edc309-3bd6-4c53-91d3-811d6a7beb5a","likelihood",0,null,[10],{"id":11,"slug":12,"title":13,"summary":14,"category":15,"image_url":16,"cover_image":16,"language":17,"created_at":18},"f07807ac-d51e-413e-a08a-42b6045d1e90","llms-implicit-grammar-representations-zh","LLM 學到文法了嗎？","這篇研究用線性 probe 讀取語言模型隱藏層，發現模型對「文法正確性」有獨立於字串機率的訊號，但在語意合理性上仍不如 likelihood。","research","https:\u002F\u002Fxxdpdyhzhpamafnrdkyq.supabase.co\u002Fstorage\u002Fv1\u002Fobject\u002Fpublic\u002Fcovers\u002Finline-1778135468005-hzub.png","zh","2026-05-07T06:30:33.906328+00:00"]