It's time to end bertology

{"type":"doc","content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"italic"},{"type":"color","attrs":{"color":"#494949","name":"user"}},{"type":"strong"}],"text":" This article was originally published in Medium Blog , The original author Walid Saba The doctor authorized ,InfoQ Translate and share ."}]},{"type":"heading","attrs":{"align":null,"level":2},"content":[{"type":"text","text":" background "}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" Based on three technologies （ In theory 、 Scientifically ） reason , Driven by data \/ ration \/ Statistics \/ Methods of machine learning （ I call it collectively BERT learn （BERTology））, It's totally hopeless 、 A futile effort , At least in language "},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}},{"type":"strong"}],"text":" understand "},{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" It's like this . I understand, , It's a big proposition , Especially given the current trend 、 Misleading media propaganda , And the technology giants are spending a lot of money on this completely flawed paradigm . As I did in my own publication 、 As mentioned repeatedly in seminars and posts , People often tell me ：“ however , Are all those people really wrong ？” ok , Now I want to answer ：“ Yes , They may all be wrong .” I'm a great mathematician \/ The logician Portland · Russell （Bertrand Russell） The wisdom to say this . Russell once said that ："}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null}},{"type":"blockquote","content":[{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","text":" The fact that an idea has been widely held does not prove that it is not absurd .（"},{"type":"text","marks":[{"type":"italic"}],"text":"The fact that an opinion has been widely held is no evidence whatsoever that it is not utterly absurd."},{"type":"text","text":"）"}]}]},{"type":"paragraph","attrs":{"indent":0,"number":0,"align":null,"origin":null},"content":[{"type":"text","marks":[{"type":"color","attrs":{"color":"#494949","name":"user"}}],"text":" "}]}]}