{"id":59327,"date":"2023-10-26T20:10:00","date_gmt":"2023-10-26T12:10:00","guid":{"rendered":"https:\/\/docs.pingcode.com\/?p=59327"},"modified":"2023-11-01T11:53:52","modified_gmt":"2023-11-01T03:53:52","slug":"%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8bert%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/59327.html","title":{"rendered":"\u5982\u4f55\u4f7f\u7528BERT\u6a21\u578b"},"content":{"rendered":"\n
\n

\u5982\u4f55\u6709\u6548\u5730\u4f7f\u7528BERT\uff08Bidirectional Encoder Representations from Transformers\uff09\u6a21\u578b\uff0c\u8fd9\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u5de5\u5177\u3002\u6709\u4ee5\u4e0b\u5173\u952e\u6b65\u9aa4\uff1a1. \u7406\u89e3BERT\u7684\u57fa\u672c\u539f\u7406\uff1b2. \u5fae\u8c03BERT\u4ee5\u9002\u5e94\u7279\u5b9a\u4efb\u52a1\uff1b3. \u4f7f\u7528BERT\u8fdb\u884c\u6587\u672c\u5206\u7c7b\u548c\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\uff1b4. \u8bc4\u4f30BERT\u6a21\u578b\u7684\u6027\u80fd\uff1b5. \u90e8\u7f72BERT\u6a21\u578b\u4ee5\u4f9b\u5b9e\u9645\u5e94\u7528\u3002BERT\u662f\u4e00\u79cd\u9884\u8bad\u7ec3\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u5b83\u901a\u8fc7\u5927\u89c4\u6a21\u7684\u6587\u672c\u6570\u636e\u8fdb\u884c\u9884\u8bad\u7ec3\u3002<\/p>\n<\/blockquote>\n\n\n\n

\u4e00\u3001\u7406\u89e3BERT\u7684\u57fa\u672c\u539f\u7406<\/strong> <\/h2>\n\n\n\n

BERT\u662f\u4e00\u79cd\u9884\u8bad\u7ec3\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u5b83\u901a\u8fc7\u5927\u89c4\u6a21\u7684\u6587\u672c\u6570\u636e\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u4ece\u800c\u5b66\u4e60\u5230\u4e86\u4e30\u5bcc\u7684\u8bed\u8a00\u8868\u793a\u3002BERT\u91c7\u7528\u4e86Transformer\u67b6\u6784\uff0c\u4f7f\u5176\u80fd\u591f\u6355\u6349\u6587\u672c\u4e2d\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u3002\u6df1\u5165\u7406\u89e3BERT\u7684\u57fa\u672c\u539f\u7406\u662f\u4f7f\u7528\u5b83\u7684\u5173\u952e\u7b2c\u4e00\u6b65\u3002<\/p>\n\n\n\n

\u4e8c\u3001\u5fae\u8c03BERT\u4ee5\u9002\u5e94\u7279\u5b9a\u4efb\u52a1<\/strong> <\/h2>\n\n\n\n

\u867d\u7136BERT\u5728\u9884\u8bad\u7ec3\u65f6\u5b66\u4e60\u4e86\u4e30\u5bcc\u7684\u8bed\u8a00\u8868\u793a\uff0c\u4f46\u5b83\u901a\u5e38\u9700\u8981\u5fae\u8c03\u4ee5\u9002\u5e94\u7279\u5b9a\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\uff0c\u5982\u6587\u672c\u5206\u7c7b\u3001\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u7b49\u3002\u5fae\u8c03\u7684\u8fc7\u7a0b\u5305\u62ec\u52a0\u8f7d\u9884\u8bad\u7ec3\u7684BERT\u6a21\u578b\u5e76\u5728\u4efb\u52a1\u6570\u636e\u4e0a\u8fdb\u884c\u8fdb\u4e00\u6b65\u7684\u8bad\u7ec3\u3002\u6211\u4eec\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5fae\u8c03\u7684\u6b65\u9aa4\u548c\u6280\u5de7\u3002<\/p>\n\n\n\n

\u4e09\u3001\u4f7f\u7528BERT\u8fdb\u884c\u6587\u672c\u5206\u7c7b\u548c\u547d\u540d\u5b9e\u4f53\u8bc6\u522b<\/strong> <\/h2>\n\n\n\n

\u6587\u672c\u5206\u7c7b\u548c\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u662f\u5e38\u89c1\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\uff0cBERT\u5728\u8fd9\u4e9b\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\u3002\u6211\u4eec\u5c06\u6f14\u793a\u5982\u4f55\u4f7f\u7528\u5fae\u8c03\u540e\u7684BERT\u6a21\u578b\u6765\u6267\u884c\u6587\u672c\u5206\u7c7b\u548c\u547d\u540d\u5b9e\u4f53\u8bc6\u522b\u4efb\u52a1\uff0c\u5e76\u63d0\u4f9b\u793a\u4f8b\u4ee3\u7801\u548c\u6570\u636e\u51c6\u5907\u65b9\u6cd5\u3002<\/p>\n\n\n\n

\u56db\u3001\u8bc4\u4f30BERT\u6a21\u578b\u7684\u6027\u80fd<\/strong> <\/h2>\n\n\n\n

\u4e86\u89e3\u5982\u4f55\u8bc4\u4f30BERT\u6a21\u578b\u5728\u7279\u5b9a\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u81f3\u5173\u91cd\u8981\u3002\u6211\u4eec\u5c06\u4ecb\u7ecd\u5e38\u7528\u7684\u8bc4\u4f30\u6307\u6807\u548c\u6280\u5de7\uff0c\u4ee5\u786e\u4fdd\u60a8\u7684\u6a21\u578b\u8868\u73b0\u51fa\u8272\uff0c\u5e76\u80fd\u591f\u8fdb\u884c\u8fdb\u4e00\u6b65\u7684\u6539\u8fdb\u3002<\/p>\n\n\n\n

\u4e94\u3001\u90e8\u7f72BERT\u6a21\u578b\u4ee5\u4f9b\u5b9e\u9645\u5e94\u7528<\/strong> <\/h2>\n\n\n\n

\u6700\u540e\uff0c\u6211\u4eec\u5c06\u63a2\u8ba8\u5982\u4f55\u5c06\u5fae\u8c03\u540e\u7684BERT\u6a21\u578b\u90e8\u7f72\u5230\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u4ee5\u5b9e\u73b0\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\u7684\u81ea\u52a8\u5316\u548c\u589e\u5f3a\u3002\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528Docker\u7b49\u5de5\u5177\u6765\u90e8\u7f72BERT\u6a21\u578b\uff0c\u5e76\u63d0\u4f9b\u5b9e\u7528\u7684\u90e8\u7f72\u5efa\u8bae\u3002<\/p>\n\n\n

\n
\"\"<\/figure><\/div>\n\n\n

\u5e38\u89c1\u95ee\u7b54<\/strong><\/h2>\n\n\n\n
    \n
  1. BERT\u5728\u6587\u672c\u5206\u7c7b\u4e2d\u7684\u6027\u80fd\u5982\u4f55\uff1f<\/strong><\/strong>\n
      \n
    • BERT\u5728\u6587\u672c\u5206\u7c7b\u4efb\u52a1\u4e2d\u8868\u73b0\u51fa\u8272\uff0c\u56e0\u4e3a\u5b83\u80fd\u591f\u6355\u6349\u6587\u672c\u4e2d\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u548c\u8bed\u4e49\u5173\u7cfb\u3002\u901a\u8fc7\u5fae\u8c03BERT\u6a21\u578b\uff0c\u53ef\u4ee5\u5b9e\u73b0\u9ad8\u5ea6\u51c6\u786e\u7684\u6587\u672c\u5206\u7c7b\uff0c\u65e0\u8bba\u662f\u60c5\u611f\u5206\u6790\u3001\u5783\u573e\u90ae\u4ef6\u68c0\u6d4b\u8fd8\u662f\u5176\u4ed6\u5206\u7c7b\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n
    • \u5982\u4f55\u8bc4\u4f30BERT\u6a21\u578b\u7684\u6027\u80fd\uff1f<\/strong><\/strong>\n
        \n
      • \u8bc4\u4f30BERT\u6a21\u578b\u6027\u80fd\u7684\u5e38\u89c1\u6307\u6807\u5305\u62ec\u51c6\u786e\u5ea6\u3001\u7cbe\u786e\u5ea6\u3001\u53ec\u56de\u7387\u3001F1\u5206\u6570\u7b49\u3002\u6b64\u5916\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ea4\u53c9\u9a8c\u8bc1\u6216\u4fdd\u7559\u6d4b\u8bd5\u96c6\u7b49\u65b9\u6cd5\u6765\u8bc4\u4f30\u6a21\u578b\u7684\u9c81\u68d2\u6027\u548c\u6cdb\u5316\u80fd\u529b\u3002\u5173\u952e\u662f\u9009\u62e9\u4e0e\u4efb\u52a1\u76f8\u5173\u7684\u8bc4\u4f30\u6307\u6807\uff0c\u5e76\u6839\u636e\u4efb\u52a1\u9700\u6c42\u8fdb\u884c\u8bc4\u4f30\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n
      • \u5982\u4f55\u90e8\u7f72BERT\u6a21\u578b\u4ee5\u4f9b\u5b9e\u9645\u5e94\u7528\uff1f<\/strong><\/strong>\n
          \n
        • \u90e8\u7f72BERT\u6a21\u578b\u901a\u5e38\u6d89\u53ca\u5c06\u5fae\u8c03\u540e\u7684\u6a21\u578b\u5d4c\u5165\u5230\u5e94\u7528\u7a0b\u5e8f\u4e2d\u3002\u5e38\u89c1\u7684\u90e8\u7f72\u65b9\u5f0f\u5305\u62ec\u4f7f\u7528Docker\u5bb9\u5668\u3001RESTful API\u3001\u670d\u52a1\u5668\u7aef\u90e8\u7f72\u7b49\u3002\u9009\u62e9\u5408\u9002\u7684\u90e8\u7f72\u65b9\u6cd5\u53d6\u51b3\u4e8e\u5e94\u7528\u9700\u6c42\u548c\u73af\u5883\u3002\u786e\u4fdd\u6a21\u578b\u80fd\u591f\u9ad8\u6548\u5730\u5904\u7406\u5b9e\u9645\u6570\u636e\u5e76\u6ee1\u8db3\u5e94\u7528\u7684\u6027\u80fd\u8981\u6c42\u662f\u5173\u952e\u7684\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n","protected":false},"excerpt":{"rendered":"\u5982\u4f55\u6709\u6548\u5730\u4f7f\u7528BERT\uff08Bidirectional Encoder Representations from […]","protected":false},"author":6,"featured_media":59332,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/59327"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=59327"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/59327\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/59332"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=59327"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=59327"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=59327"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}