{"id":5274,"date":"2020-09-11T14:18:00","date_gmt":"2020-09-11T06:18:00","guid":{"rendered":"https:\/\/deeptranslate.hk\/bert%e7%b0%a1%e4%bb%8b\/"},"modified":"2021-06-17T17:20:18","modified_gmt":"2021-06-17T09:20:18","slug":"introduction-to-bert","status":"publish","type":"post","link":"https:\/\/deeptranslate.hk\/hk\/introduction-to-bert\/","title":{"rendered":"BERT\u7c21\u4ecb"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5274\" class=\"elementor elementor-5274 elementor-5267\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t<div class=\"elementor-inner\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-401564e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"401564e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t\t\t<div class=\"elementor-row\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c1e08f0\" data-id=\"c1e08f0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-column-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a3e0692 elementor-widget elementor-widget-text-editor\" data-id=\"a3e0692\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t\t<p>\u65bc2020\u5e749\u670811\u65e5\u7531Alice Chan\u767c\u4f48<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f47d12d elementor-widget elementor-widget-heading\" data-id=\"f47d12d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">BERT\u7528\u4f5cGoogle\u589e\u5f37\u641c\u7d22\u5f15\u64ce\u7684\u5de5\u5177\u3002<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9d0618d elementor-widget elementor-widget-text-editor\" data-id=\"9d0618d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t\t<p>Bidirectional Encoder Representations from Transformers \uff08BERT\uff09\u662fGoogle\u5275\u5efa\u7684\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09\u6280\u8853\uff0c\u6709\u52a9\u5176\u641c\u7d22\u5f15\u64ce\u66f4\u7406\u89e3\u7db2\u9801\u5167\u5bb9\u3002\u8207\u55ae\u5411\u8a9e\u8a00\u6a21\u578b\u76f8\u6bd4\uff0c\u9019\u7a2e\u958b\u6e90\u8a9e\u8a00\u6a21\u578b\u7d93\u904e\u96d9\u5411\u8a13\u7df4\uff0c\u5c0d\u8a9e\u8a00\u7684\u4e0a\u6587\u4e0b\u7406\u548c\u6d41\u66a2\u5ea6\u6709\u66f4\u900f\u5fb9\u7684\u77ad\u89e3\u3002BERT\u5c0d\u4e0d\u540c\u7684\u55ae\u8a9e\u5de5\u4f5c\u986f\u793a\u66f4\u51fa\u8272\u7684\u8868\u73fe\uff0c\u4f8b\u5982\u554f\u7b54\u7cfb\u7d71\u548c\u8a9e\u8a00\u63a8\u7406\u3002<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d6c3ea elementor-widget elementor-widget-heading\" data-id=\"8d6c3ea\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">BERT\u4e0d\u9069\u7528\u65bc\u7ffb\u8b6f\u672c\u8eab\uff0c\u4f46\u9069\u7528\u65bc\u9810\u5148\u57f9\u8a13\u3002<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff992be elementor-widget elementor-widget-text-editor\" data-id=\"ff992be\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t\t<p>\u5357\u97d3\u4e92\u806f\u7db2\u516c\u53f8NAVER\u57282019\u5e749\u6708\u64b0\u5beb\u7684\u8ad6\u6587\u4e2d\u7e3d\u7d50\uff0cBERT\u7de8\u78bc\u7684\u8a0a\u606f\u96d6\u7136\u6709\u7528\uff0c\u4f46\u672c\u8eab\u4e0d\u8db3\u4ee5\u61c9\u4ed8\u7ffb\u8b6f\u5de5\u4f5c\u3002\u7136\u800c\uff0c\u8ad6\u6587\u6307\u51fa\uff0c\u5982\u679cBERT\u53ef\u70ba\u4e00\u7a2e\u6e90\u6587\u8a9e\u8a00\u9032\u884c\u8a13\u7df4\uff0c\u4e26\u9032\u4e00\u6b65\u5728\u6578\u500b\u914d\u5c0d\u7ffb\u8b6f\u4e2d\u91cd\u7528\uff0c\u5247\u300cBERT\u9810\u5148\u8a13\u7df4\u53ef\u70baNMT\u6a21\u578b\u63d0\u4f9b\u66f4\u4f73\u7684\u521d\u59cb\u5316\u9ede\u300d\u3002<sup>1<\/sup><\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-21a6b04 elementor-widget elementor-widget-heading\" data-id=\"21a6b04\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u591a\u7a2e\u6280\u8853\u6709\u52a9\u63d0\u9ad8NMT\u7684\u8868\u73fe\u3002<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aaeaee7 elementor-widget elementor-widget-text-editor\" data-id=\"aaeaee7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t\t<p>\u8b6f\u8c37\u6db5\u84cb\u7279\u5b9a\u7684\u91d1\u878d\u9818\u57df\uff0c\u63a1\u7528\u591a\u7a2e\u6280\u8853\u57f7\u884c\u795e\u7d93\u6a5f\u5668\u7ffb\u8b6f\uff08NMT\uff09\u3002\u6839\u64da\u5f9e\u80a1\u7968\u5e02\u5834\u6240\u5f97\u7684\u5927\u91cf\u8cc7\u6599\uff0c\u8b6f\u8c37\u7684\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u904b\u7528\u91d1\u878d\u4e16\u754c\u7684\u5c08\u696d\u8853\u8a9e\u5efa\u69cb\u53e5\u5b50\u3002\u900f\u904e\u61c9\u7528\u540d\u7a31\u548c\u5be6\u9ad4\u8b58\u5225\uff0c\u8b6f\u8c37\u751a\u81f3\u53ef\u5728\u4e0a\u5e02\u516c\u53f8\u7684\u8ca1\u52d9\u5831\u544a\u4e2d\u5217\u51fa\u5177\u9ad4\u7684\u8463\u4e8b\u548c\u9644\u5c6c\u516c\u53f8\u540d\u55ae\u3002\u8b6f\u8c37\u5718\u968a\u4e0d\u50c5\u80fd\u70ba\u60a8\u69cb\u5efa\u7ffb\u8b6f\u8a18\u61b6\uff0c\u4e26\u53ef\u70ba\u60a8\u7684\u7ffb\u8b6f\u8a18\u61b6\u63d0\u4f9b\u91cf\u8eab\u5b9a\u88fd\u7684\u8a13\u7df4\uff0c\u52d9\u6c42\u5207\u5408\u60a8\u7684\u9700\u8981\u3002<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-923859b elementor-widget elementor-widget-text-editor\" data-id=\"923859b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\n\t\t\t\t\t<p><a style=\"color: #f7811b;\" href=\"https:\/\/www.aclweb.org\/anthology\/D19-5611.pdf\">https:\/\/www.aclweb.org\/anthology\/D19-5611.pdf<\/a><\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-173c6e3 elementor-widget elementor-widget-image\" data-id=\"173c6e3\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-image\">\n\t\t\t\t\t\t\t\t\t\t\t\t<img width=\"2560\" height=\"1707\" src=\"https:\/\/deeptranslate.hk\/wp-content\/uploads\/20200911-WeChat-Article-Introduction-to-BERT-scaled.jpg\" class=\"attachment-full size-full\" alt=\"Introduction to different computer-aided translation\" loading=\"lazy\" srcset=\"https:\/\/deeptranslate.hk\/wp-content\/uploads\/20200911-WeChat-Article-Introduction-to-BERT-scaled.jpg 2560w, https:\/\/deeptranslate.hk\/wp-content\/uploads\/20200911-WeChat-Article-Introduction-to-BERT-scaled-900x600.jpg 900w, https:\/\/deeptranslate.hk\/wp-content\/uploads\/20200911-WeChat-Article-Introduction-to-BERT-300x200.jpg 300w, https:\/\/deeptranslate.hk\/wp-content\/uploads\/20200911-WeChat-Article-Introduction-to-BERT-1024x683.jpg 1024w, https:\/\/deeptranslate.hk\/wp-content\/uploads\/20200911-WeChat-Article-Introduction-to-BERT-768x512.jpg 768w, https:\/\/deeptranslate.hk\/wp-content\/uploads\/20200911-WeChat-Article-Introduction-to-BERT-1536x1024.jpg 1536w, https:\/\/deeptranslate.hk\/wp-content\/uploads\/20200911-WeChat-Article-Introduction-to-BERT-2048x1365.jpg 2048w, https:\/\/deeptranslate.hk\/wp-content\/uploads\/20200911-WeChat-Article-Introduction-to-BERT-400x267.jpg 400w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Bidirectional Encoder Representations from Transformers \uff08BERT\uff09\u662fGoogle\u5275\u5efa\u7684\u81ea\u7136\u8a9e\u8a00\u8655\u7406\uff08NLP\uff09\u6280\u8853\uff0c\u6709\u52a9\u5176\u641c\u7d22\u5f15\u64ce\u66f4\u7406\u89e3\u7db2\u9801\u5167\u5bb9\u3002<\/p>\n","protected":false},"author":3,"featured_media":5224,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[37],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v18.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>BERT\u7c21\u4ecb - deeptranslate.hk<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/deeptranslate.hk\/hk\/introduction-to-bert\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"BERT\u7c21\u4ecb - deeptranslate.hk\" \/>\n<meta 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