{"id":3360,"date":"2017-12-27T01:00:00","date_gmt":"2017-12-26T17:00:00","guid":{"rendered":"http:\/\/swarma.org\/%swarma-paper%\/"},"modified":"2018-12-07T09:39:57","modified_gmt":"2018-12-07T01:39:57","slug":"%e6%97%a9%e9%b8%9f%e7%89%b9%e6%83%a0%e5%80%92%e8%ae%a1%e6%97%b6-aix%e9%87%91%e8%9e%8d%e7%b3%bb%e5%88%97%e7%9b%b4%e6%92%ad%e8%af%be","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=3360","title":{"rendered":"\u65e9\u9e1f\u7279\u60e0\u5012\u8ba1\u65f6 | AI\u00d7\u91d1\u878d\u7cfb\u5217\u76f4\u64ad\u8bfe"},"content":{"rendered":"
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\u524d\u8a00<\/span><\/strong><\/span><\/section>\n
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\u4f60\u662f\u4e0d\u662f\u6b63\u5728\u52aa\u529b\u63a2\u7d22\u6df1\u5ea6\u5b66\u4e60\u7684\u77e5\u8bc6\uff0c\u5374\u4e0d\u77e5\u9053\u5982\u4f55\u5728\u5546\u4e1a\u4efb\u52a1\u4e2d\u5e94\u7528\uff1f\u4f60\u662f\u4e0d\u662f\u77e5\u9053\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u53ef\u4ee5\u7528\u6765\u5206\u6790\u7ecf\u6d4e\u8206\u8bba\uff0c\u5b9a\u4f4d\u5e02\u573a\u8d70\u5411\uff0c\u5374\u4e0d\u77e5\u9053\u5982\u4f55\u771f\u6b63\u7f16\u7a0b\u5b9e\u73b0\uff1f\u4f60\u662f\u4e0d\u662f\u5b9e\u9a8c\u8fc7\u591a\u79cd\u56fd\u5916\u5148\u8fdb\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u5374\u5728\u5904\u7406<\/span>\u4e2d\u6587\u8bed\u6599<\/strong>\u65f6\u6ca1\u6709\u83b7\u5f97\u7406\u60f3\u7684\u6548\u679c\u3002\u5982\u679c\u662f\u8fd9\u6837\uff0c\u90a3\u4e48<\/span>\u8bf7\u60a8\u7d27\u5f20\u5730\u5f80\u4e0b\u770b<\/strong>\uff1a<\/span><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u89c6\u7ebf\u56de\u52302014\u5e743\u670831\u65e5\uff0c\u5fae\u535a\u7206\u51fa\u9a6c\u4f0a\u740d\u6587\u7ae0\u592b\u5987\u4e8b\u4ef6\u3002\u4e00\u591c\u4e4b\u95f4\uff0c\u201c\u4f0a\u740d\u633a\u4f4f\u201d\u3001\u201c\u4f0a\u740d\u4e0d\u54ed\u201d\u4e4b\u7c7b\u5b89\u6170\u9a6c\u4f0a\u740d\u7684\u8bcd\u53e5\u5728\u5fae\u535a\u4e0a\u6fc0\u589e\u3002\u5f53\u65e5\uff0c\u4f0a\u5229\u80a1\u4efd\u9006\u5e02\u4e0a\u626c2.28%\u3002<\/span>
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\"\u96c6\u667a\"<\/p>\n


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\u9a6c\u4f0a\u740d\u4e8b\u4ef6\u5f71\u54cd\u4f0a\u5229\u80a1\u4ef7\uff0c\u770b\u4f3c\u8352\u8bde\uff0c\u5176\u5b9e\u7684\u786e\u662f\u4eba\u7fa4\u8206\u8bba\u5f71\u54cd\u5e02\u573a\u7684\u4e00\u4e2a\u8868\u73b0\u3002\u6211\u4eec\u666e\u901a\u4eba\u80fd\u5904\u7406\u7684\u4fe1\u606f\u91cf\u6709\u9650\uff0c\u5f80\u5f80\u4e0d\u80fd\u53ca\u65f6\u89c9\u5bdf\u5230\u8206\u8bba\u5bf9\u5e02\u573a\u7684\u5f71\u54cd\u3002\u4f46\u662f\uff0c\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u5feb\u901f\u8bc6\u522b\u7bc7\u7ae0\u60c5\u611f\uff0c\u63d0\u53d6\u5b9e\u4f53\u4e0e\u5173\u7cfb\uff0c\u7ed3\u5408\u5e02\u573a\u8d70\u52bf\u4fe1\u606f\uff0c\u5b66\u4e60\u5e02\u573a\u6df1\u5ea6\u7279\u5f81<\/strong>\uff0c\u6765\u4e3a\u6211\u4eec\u63d0\u4f9b\u5e02\u573a\u4ea4\u6613\u5efa\u8bae\u3002<\/span><\/p>\n


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\u8ba9\u6211\u4eec\u518d\u770b\u4e00\u4e2a\u9488\u5bf9\u4e2d\u6587\u7279\u6b8a\u6027\u7684\u4f8b\u5b50\uff1a<\/span><\/p>\n


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\n

\u7814\u8868\u7a76\u660e\uff0c\u6c49\u5b57\u5e8f\u987a\u5e76\u4e0d\u5b9a\u4e00\u5f71\u54cd\u9605\u8bfb\u3002<\/span><\/p>\n

\u4e8b\u8bc1\u5b9e\u660e\u4e86\u5f53\u4f60\u770b\u5b8c\u8fd9\u53e5\u8bdd\u4e4b\u540e\u624d\u53d1\u5b57\u73b0\u90fd\u4e71\u662f\u7684\u3002<\/span><\/p>\n<\/blockquote>\n


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\u6211\u4eec\u4eba\u7c7b\u770b\u4e2d\u6587\u5c31\u597d\u50cf\u662f\u4e00\u4e2a\u5e76\u884c\u7684\u52a8\u4f5c\uff0c\u4e00\u773c\u671b\u53bb\u5c31\u80fd\u77e5\u610f\uff0c\u6839\u672c\u6ca1\u6709\u53d7\u5230\u4e71\u5e8f\u7684\u5f71\u54cd\u3002\u4f46\u662f\u8fd9\u79cd\u4e71\u5e8f\u5bf9\u4e8e\u666e\u904d\u4f7f\u7528\u7684\u5e8f\u5217\u6a21\u578b\u6765\u8bf4\u5c31\u662f\u5669\u68a6\u4e86\u3002\u6216\u8bb8\u6211\u4eec\u5c31\u5e94\u8be5\u53c2\u8003\u4eba\u7c7b\u7684\u89c6\u89c9\uff0c\u5148\u653e\u4e0b\u5e8f\u5217\u6a21\u578b\uff0c\u6539\u7528CNN\u53bb\u770b<\/strong>\u4e2d\u6587\uff1f\u7528CNN\u628a\u6587\u5b57\u5f53\u56fe\u50cf\u5904\u7406\uff0c\u80fd\u591f\u5145\u5206\u5229\u7528\u5e76\u884c\u8ba1\u7b97\u80fd\u529b\uff0c\u52a0\u5feb\u8bad\u7ec3\u901f\u5ea6\uff0c\u8fd8\u80fd\u8fbe\u5230RNN\u4e00\u6837\u7684\u7684\u6548\u679c\uff0c\u6211\u4eec\u4f55\u4e50\u800c\u4e0d\u4e3a\u5450\uff1f<\/span><\/p>\n


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\u9488\u5bf9\u81ea\u7136\u8bed\u8a00\u7406\u89e3\uff08NLU\uff09\u5728\u91d1\u878d\u9886\u57df\u7684\u5e94\u7528<\/strong>\u4ee5\u53ca\u4e2d\u6587\u81ea\u7136\u8bed\u8a00\u7684\u9ad8\u7ea7\u5904\u7406\u6280\u5de7<\/strong>\u8fd9\u4e24\u5927\u4e3b\u9898\uff0c\u96c6\u667aAI\u5b66\u56ed\u7279\u522b\u9080\u8bf7\u4e86\u62e5\u6709\u591a\u5e74\u4e2d\u6587\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u5546\u4e1a\u5e94\u7528\u7ecf\u9a8c\u7684\u5c39\u76f8\u5fd7\u8001\u5e08\uff0c\u4e3a\u6211\u4eec\u7cbe\u5fc3\u8bbe\u8ba1\u4e86\u672c\u671f\u7cfb\u5217\u76f4\u64ad\u8bfe\u7a0b\u3002<\/strong><\/span><\/p>\n


<\/strong><\/span><\/p>\n

\"\u96c6\u667a\"<\/p>\n


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\u8bfe\u7a0b\u540d\u79f0<\/span><\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u4e2d\u6587\u81ea\u7136\u8bed\u8a00\u7406\u89e3(NLU)\u5728\u91d1\u878d\u9886\u57df\u7684\u5e94\u7528<\/strong><\/p>\n


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\u5185\u5bb9\u7b80\u4ecb<\/span><\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u5728\u672c\u671f\u7cfb\u5217\u8bfe\u4e2d\uff0c\u4f60\u5c06\u5b66\u4e60\u5230\u4e2d\u6587\u81ea\u7136\u8bed\u8a00\u7406\u89e3\uff08NLU\uff09\u7684\u57fa\u672c\u539f\u7406\u548c\u5b9e\u7528\u6280\u5de7\uff0c\u4ee5\u53ca\u4f7f\u7528NLU\u6280\u672f\u89e3\u8bfb\u6295\u7814\u62a5\u544a\u7b49\u91d1\u878d\u6587\u672c\u7684\u65b9\u6cd5\u3002\u6700\u540e\u4f60\u8fd8\u5c06\u7efc\u5408\u6240\u5b66\u7684\u6280\u672f\uff0c\u4f7f\u7528\u6a21\u578b\u6316\u6398\u9690\u85cf\u5728\u7bc7\u7ae0\u4e2d\u7684\u60c5\u611f\u4fe1\u606f\uff0c\u5e76\u7ed3\u5408\u5e02\u573a\u4ef7\u683c\u884c\u60c5\uff0c\u8ba9\u4eba\u5de5\u667a\u80fd\u534f\u52a9\u4f60\u8fdb\u884c\u91d1\u878d\u51b3\u7b56\u3002\u672c\u671f\u7cfb\u5217\u8bfe\u7a0b\uff0c2018\u5e741\u67084\u65e5\u6b63\u5f0f\u5f00\u8bfe\u3002<\/strong><\/span><\/p>\n


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\u8bb2\u5e08\u7b80\u4ecb<\/span><\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u5c39\u76f8\u5fd7<\/span><\/strong>
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    \n
  • \n

    DeepBelief.ai \u521b\u59cb\u4eba\u517c CEO<\/span><\/p>\n<\/li>\n

  • \n

    \u4e2d\u56fd\u9996\u5c4a\u5927\u6570\u636e\u4eba\u5de5\u667a\u80fd\u521b\u65b0\u521b\u4e1a\u5927\u8d5b\u53d1\u8d77\u4eba\u4e0e\u9898\u76ee\u8bbe\u8ba1\u8005<\/span><\/p>\n<\/li>\n

  • \n

    \u66fe\u4efb\u534e\u9662\u6570\u636e(\u4e0a\u6d77)\u9996\u5e2d\u6570\u636e\u79d1\u5b66\u5bb6\uff0c\u6570\u636e\u51b3\u7b56(\u53f0\u6e7e)\u6280\u672f\u957f<\/span><\/p>\n<\/li>\n

  • \n

    \u83b7\u5f97\u5fae\u8f6f2006-2017\u5e74\u6700\u6709\u4ef7\u503c\u4e13\u5bb6\u79f0\u53f7(MVP)<\/span><\/p>\n<\/li>\n

  • \n

    2002\u5e74\u5728\u4e2d\u56fd\u53f0\u6e7e\u521b\u7acb\u4e9a\u6d32\u8d44\u91c7\uff0c\u53f0\u6e7e\u7b2c\u4e00\u5bb6\u5927\u6570\u636e\u670d\u52a1\u516c\u53f8<\/span><\/p>\n<\/li>\n

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    \u5728\u7535\u4fe1\u4e1a\u3001\u94f6\u884c\u3001\u4fdd\u9669\u3001\u96f6\u552e\u3001\u5e7f\u544a\u3001\u5236\u9020\u7b49\u4ea7\u4e1a\u63d0\u4f9b\u5927\u6570\u636e\u670d\u52a1\u7ecf\u5386\u957f\u8fbe15\u5e74\uff0c\u4e13\u957f\u4e3a\u6570\u636e\u6316\u6398\u3001\u4fe1\u7528\u98ce\u9669\u63a7\u7ba1\u3001\u5546\u52a1\u667a\u80fd<\/span><\/p>\n<\/li>\n<\/ul>\n


    <\/span><\/p>\n

    <\/span><\/p>\n


    <\/p>\n

    \n
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    \u8bfe\u7a0b\u7279\u8272<\/span><\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n


    <\/p>\n


    <\/span><\/strong><\/span><\/p>\n

    \u6280\u672f\u7279\u8272<\/span><\/strong><\/span><\/p>\n

      \n
    • \n

      \u4e13\u95e8\u9488\u5bf9\u4e2d\u6587\u4f18\u5316\u7684\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u6280\u672f<\/span><\/p>\n<\/li>\n

    • \n

      \u4ee5\u91d1\u878d\u76f8\u5173\u6587\u672c\u4e3a\u4f8b\uff0c\u5168\u9762\u8bb2\u6388\u4ece\u8bcd\u5411\u91cf\u5230\u5b9e\u4f53\u62bd\u53d6\u3001\u77e5\u8bc6\u56fe\u8c31\u7684\u6d41\u7a0b <\/span><\/p>\n<\/li>\n

    • \n

      \u8bb2\u89e3\u4e2d\u6587\u5904\u7406\u7684\u7279\u6b8a\u6280\u5de7\uff1a\u5b57\u5f62\u5b57\u97f3\u5b57\u4e49\u4e09\u4f4d\u4e00\u4f53<\/span><\/p>\n<\/li>\n

    • \n

      \u53e5\u6cd5\u5904\u7406\u6280\u5de7\uff1a\u6811\u72b6 LSTM <\/span><\/p>\n<\/li>\n

    • \n

      \u7bc7\u7ae0\u60c5\u611f\u8bc6\u522b\uff0c\u7ed3\u5408\u80a1\u4ef7\u4fe1\u606f\uff0c\u6316\u6398\u5e02\u573a\u6df1\u5ea6\u7279\u5f81<\/span><\/p>\n<\/li>\n<\/ul>\n


      <\/span><\/strong><\/p>\n

      \u989d\u5916\u798f\u5229<\/span><\/strong><\/p>\n

        \n
      • \n

        \u5168\u8bfe\u4f7f\u7528\u6700\u6d41\u884c\u7684 PyTorch \u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u7b80\u5355\u3001\u6613\u7528\u3001\u8f7b\u91cf<\/span><\/p>\n<\/li>\n

      • \n

        \u5168\u7f51\u552f\u4e00\u9488\u5bf9\u4e2d\u6587\u81ea\u7136\u8bed\u8a00\u7684\u6280\u672f\u8bfe\u7a0b<\/span><\/p>\n<\/li>\n

      • \n

        \u9644\u8d601.6G\u3001\u75313\u4ebf\u53e5\u8bed\u6599\u8bad\u7ec3\u3001\u5305\u542b29\u4ebf\u4e2a Token \u7684\u8d85\u5927\u4e2d\u6587\u8bcd\u5411\u91cf\u5e93<\/span><\/p>\n<\/li>\n<\/ul>\n


        <\/p>\n


        <\/p>\n

        \n
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        \u9762\u5411\u4eba\u7fa4<\/span><\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n


        <\/p>\n


        <\/p>\n

        \u76ee\u6807\u5b66\u5458<\/strong><\/span><\/p>\n

          \n
        • \n

          \u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u7b97\u6cd5\u5de5\u7a0b\u5e08<\/span><\/p>\n<\/li>\n

        • \n

          \u5bf9 NLU \u53ca NLP \u611f\u5174\u8da3\u7684\u5728\u6821\u9ad8\u5e74\u7ea7\u672c\u79d1\u751f\u3001\u7814\u7a76\u751f<\/span><\/p>\n<\/li>\n

        • \n

          \u6709\u804c\u4e1a\u8f6c\u578b\u9700\u6c42\u7684\u4e92\u8054\u7f51\u4ece\u4e1a\u8005<\/span><\/p>\n<\/li>\n

        • \n

          \u9700\u8981\u4e86\u89e3\u524d\u6cbf\u91d1\u878d\u6280\u672f\u89e3\u51b3\u65b9\u6848\u7684\u91d1\u878d\u4ece\u4e1a\u8005<\/span><\/p>\n<\/li>\n<\/ul>\n

          <\/span><\/p>\n

          \u5bf9\u5b66\u5458\u7684\u8981\u6c42<\/span><\/strong><\/p>\n

            \n
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            \u5177\u6709\u9ad8\u7b49\u6570\u5b66\u57fa\u7840<\/span><\/p>\n<\/li>\n

          • \n

            \u4e86\u89e3 Python \u8bed\u8a00<\/span><\/p>\n<\/li>\n

          • \n

            \u4e86\u89e3 PyTorch \u6df1\u5ea6\u5b66\u4e60\u6846\u67b6<\/span><\/p>\n<\/li>\n<\/ul>\n

            <\/span><\/p>\n


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            <\/p>\n

            \n
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            \u5b66\u4e60\u65b9\u5f0f<\/span><\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n


            <\/p>\n


            <\/p>\n

            \u7ebf\u4e0a\u76f4\u64ad<\/strong><\/span><\/p>\n

            6\u6b21\u5728\u7ebf\u76f4\u64ad\u8bfe\u7a0b\u30022018\u5e741\u67084\u65e5\u5f00\u8bfe<\/span><\/strong>\uff0c\u6bcf\u5468\u56db\u665a19:30:-21:30\u4e0a\u8bfe<\/span><\/p>\n


            <\/span><\/p>\n

            \u8bfe\u540e\u5f55\u64ad<\/span><\/strong><\/p>\n

            \u76f4\u64ad\u7ed3\u675f\u540e\uff0c\u8bfe\u5802\u5b9e\u5f55\u53ef\u4ee5\u56de\u653e\uff0c\u5b66\u4e60\u65f6\u95f4\u7075\u6d3b<\/span><\/p>\n


            <\/p>\n

            \u4ee3\u7801\u5b9e\u6218<\/span><\/strong><\/p>\n

            \u8bfe\u7a0b\u9879\u76ee\u4ee3\u7801\u5b9e\u6218\u64cd\u4f5c\u30022\u6708\u4e0b\u65ec\u7ebf\u4e0a\u7ed3\u4e1a\u5178\u793c\uff0c\u5c55\u793a\u5b66\u5458\u9879\u76ee\u4f5c\u54c1\uff0c\u8bc4\u9009\u4f18\u79c0\u5b66\u5458<\/span><\/p>\n


            <\/span><\/p>\n

            \u4f5c\u4e1a\u70b9\u8bc4\u548c\u5b66\u4e60\u53cd\u9988<\/span><\/strong><\/p>\n

            \u4e91\u5e73\u53f0\u63d0\u4ea4\u4f5c\u4e1a\uff0c\u8bb2\u5e08\u548c\u52a9\u6559\u5728\u8bfe\u7a0b\u5fae\u4fe1\u7fa4\u5185\u7b54\u7591<\/span><\/p>\n


            <\/span><\/p>\n


            <\/p>\n

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            2017\u5e74\u672b\u65e9\u9e1f\u4ef7\u683c<\/span><\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n


            <\/p>\n


            <\/p>\n

            \u8bfe\u7a0b\u539f\u4ef7899<\/span><\/strong>\u5143<\/span><\/p>\n

            2017\u5e7412\u670831\u65e5\u524d\uff0c<\/span><\/strong>\u65e9\u9e1f\u4ef7\u4f18\u60e0300\u5143<\/span><\/strong><\/span><\/p>\n

            \u4ec5\u9700<\/span><\/strong>599<\/span><\/strong>\u5143<\/span><\/strong><\/span><\/p>\n

            2018\u5e741\u67081\u65e5\u6062\u590d\u539f\u4ef7<\/span><\/p>\n


            <\/span><\/p>\n


            <\/p>\n

            \n
            \n
            \n
            \u7ec4\u961f\u5b66\u4e60\u6fc0\u52b1\u8ba1\u5212<\/span><\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n


            <\/p>\n


            <\/p>\n

            \u4f18\u8d28\u8bfe\u7a0b\uff0c\u600e\u80fd\u72ec\u4eab\uff1f<\/span><\/p>\n

            \u73b0\u5728\u9080\u8bf7\u670b\u53cb\u4e00\u8d77\u4e0a\u8bfe\uff0c\u66f4\u6709\u56e2\u8d2d\u4f18\u60e0\u5927\u793c\uff1a<\/span><\/span><\/strong><\/p>\n

            \u5355\u4eba\u62a5\u540d\uff0c\u65e9\u9e1f\u4ef7599\u5143
            <\/span><\/p>\n

            2\u4eba\u7ec4\u56e2\u5b66\u4e60\uff0c\u6bcf\u4eba\u4f18\u60e050<\/span>\u5143<\/span><\/p>\n

            3\u4eba\u7ec4\u56e2\u5b66\u4e60\uff0c\u6bcf\u4eba\u4f18\u60e060<\/span>\u5143<\/span><\/p>\n

            4\u4eba\u7ec4\u56e2\u5b66\u4e60\uff0c\u6bcf\u4eba\u4f18\u60e070<\/span>\u5143<\/span><\/p>\n

            5\u4eba\u4ee5\u4e0a\u7ec4\u56e2\u5b66\u4e60\uff0c\u6bcf\u4eba\u4f18\u60e0100<\/span>\u5143<\/span><\/p>\n


            <\/span><\/p>\n

            \u7ec4\u56e2\u62a5\u540d\uff0c\u8bf7\u5fae\u4fe1\u8054\u7cfb\u8bfe\u7a0b\u5c0f\u52a9\u624b:<\/span><\/p>\n


            <\/span><\/p>\n

            <\/span><\/p>\n

            \"\u96c6\u667a\"<\/p>\n


            <\/span><\/p>\n


            <\/p>\n

            \n
            \n
            \n
            \u8bfe\u7a0b\u5927\u7eb2<\/span><\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n


            <\/p>\n


            <\/p>\n


            <\/span><\/p>\n

            \u7b2c\u4e00\u8bfe\uff1a\u4ece\u4e2d\u6587NLP\u7801\u519c\u5230\u4e2d\u6587NLU\u4e16\u754c
            <\/strong><\/span><\/p>\n

              \n
            1. \n

              \u81ea\u7136\u8bed\u8a00\u5904\u7406(NLP)\u5230\u81ea\u7136\u8bed\u8a00\u7406\u89e3(NLU)\u7684\u4efb\u52a1\u5dee\u5f02<\/span><\/p>\n<\/li>\n

            2. \n

              \u8bed\u8a00\u96be\u5728\u54ea?\u4e2d\u6587\u53c8\u96be\u5728\u54ea?<\/span><\/p>\n<\/li>\n

            3. \n

              \u6df1\u5ea6\u5b66\u4e60\u5982\u4f55\u4ea7\u751f\u8bed\u610f\u8868\u5f81<\/span><\/p>\n<\/li>\n

            4. \n

              RNN, LSTM, GRU\u7528\u5e8f\u5217\u7684\u89d2\u5ea6\u7406\u89e3\u8bed\u8a00<\/span><\/p>\n<\/li>\n<\/ol>\n

                \n
              • \n

                <\/span>\u4f5c\u4e1a\u9879\u76ee\uff1a\u8bcd\u795e\u6797\u5915\u517b\u6210\u8ba1\u5212<\/span><\/strong><\/p>\n<\/li>\n<\/ul>\n


                <\/span><\/p>\n

                \u7b2c\u4e8c\u8bfe\uff1a\u4ece\u8bed\u8a00\u5e8f\u5217\u4e2d\u5224\u65ad\u8bed\u4e49<\/span><\/strong><\/p>\n

                  \n
                1. \n

                  \u5e8f\u5217\u5230\u5e8f\u5217\uff08Seq2Seq\uff09\u6a21\u578b\u89c2\u5ff5<\/span><\/p>\n<\/li>\n

                2. \n

                  \u4e0d\u53ea\u6559\u5efa\u6a21\uff0c\u5f53\u7136\u8fd8\u8981\u6559\u6807\u6ce8<\/span><\/p>\n<\/li>\n

                3. \n

                  \u6ce8\u610f\u529b(Attention)\u91cd\u65b0\u53d1\u660e\u4e86\u5e8f\u5217\u5230\u5e8f\u5217<\/span><\/p>\n<\/li>\n<\/ol>\n

                    \n
                  • \n

                    \u4f5c\u4e1a\u9879\u76ee\uff1a\u6390\u5934\u53bb\u5c3e\u627e\u91cd\u70b9\uff1a\u6295\u7814\u62a5\u544a\u6253\u5f00\u7684\u6b63\u786e\u65b9\u5f0f<\/span><\/strong><\/p>\n<\/li>\n

                  • \n

                    \u4f5c\u4e1a\u9879\u76ee\uff1a\u5b66\u4e60\u505a\u597d\u8bed\u8a00\u6807\u6ce8\u7684\u57fa\u672c\u529f<\/span><\/strong><\/p>\n<\/li>\n<\/ul>\n


                    <\/p>\n

                    \u7b2c\u4e09\u8bfe\uff1a\u5bf9\u8bed\u8a00\u6700\u5f3a\u5927\u7684\u964d\u7ef4\u653b\u51fb\u6b66\u5668\u2014\u2014\u8bcd\u5411\u91cf<\/span><\/strong><\/span><\/p>\n

                      \n
                    1. \n

                      Bengio\u7684\u795e\u7ecf\u6982\u7387\u8bed\u8a00\u6a21\u578b\uff08NPLM\uff09<\/span><\/p>\n<\/li>\n

                    2. \n

                      Word2Vec\u6280\u672f\u4ecb\u7ecd<\/span><\/p>\n<\/li>\n

                    3. \n

                      \u5236\u4f5c\u8bcd\u5411\u91cf\u7684\u6570\u636e\u6e05\u6d17<\/span><\/p>\n<\/li>\n

                    4. \n

                      \u8fd8\u6709\u54ea\u4e9b\u6709\u8da3\u7684\u8bed\u8a00\u5411\u91cf?<\/span><\/p>\n<\/li>\n

                    5. \n

                      \u6361\u62fe\u4f4e\u5782\u7684\u8bed\u610f\u679c\u5b50–\u7c7b\u6bd4\u63a8\u7406\u3001\u5b9e\u4f53\u679a\u4e3e<\/span><\/p>\n<\/li>\n

                    6. \n

                      \u77e5\u8bc6\u56fe\u8c31\u62bd\u53d6\u3001\u540c\u4e49\u5b57\u63a8\u65ad<\/span><\/p>\n<\/li>\n

                    7. \n

                      \u964d\u7ef4\u53ef\u89c6\u5316<\/span><\/p>\n<\/li>\n<\/ol>\n


                      <\/span><\/p>\n

                      \u7b2c\u56db\u8bfe\uff1a\u7528\u673a\u5668\u89c6\u89c9\u89e3\u653e\u957f\u6587\u672c<\/span><\/strong><\/p>\n

                        \n
                      1. \n

                        \u8c01\u8bf4\u4e2d\u6587\u5fc5\u987b\u8981\u5206\u8bcd\uff0c\u8ba9\u673a\u5668\u5b66\u4f1a\u300c\u770b\u4e2d\u6587\u300d<\/span><\/p>\n<\/li>\n

                      2. \n

                        \u4e2d\u6587\u7684\u9020\u5b57\u6cd5\u5219\uff0c\u5982\u4f55\u80fd\u8ba9\u5f62\u97f3\u4e49\u4e09\u4f4d\u4e00\u4f53<\/span><\/p>\n<\/li>\n

                      3. \n

                        \u7528\u5b57\u5411\u91cf\u4ece\u5206\u8bcd\u4efb\u52a1\u4e2d\u89e3\u8131<\/span><\/p>\n<\/li>\n

                      4. \n

                        \u6587\u5b57\u5377\u79ef(Text CNN)\u8fdb\u884c\u8bed\u610f\u8bc6\u522b<\/span><\/p>\n<\/li>\n

                      5. \n

                        \u4ece\u5377\u79ef\u7684\u89d2\u5ea6\u770b\u8bed\u8a00<\/span><\/p>\n<\/li>\n

                      6. \n

                        \u4e2d\u6587\u7684\u6570\u636e\u589e\u5f3a\u6280\u5de7<\/span><\/p>\n<\/li>\n<\/ol>\n

                          \n
                        • \n

                          \u4f5c\u4e1a\u9879\u76ee\uff1a\u4f7f\u7528\u6587\u5b57\u5377\u79ef\u8bc4\u4f30\u957f\u6587\u672c\u8bed\u610f<\/span><\/strong><\/p>\n<\/li>\n<\/ul>\n


                          <\/span><\/p>\n

                          \u7b2c\u4e94\u8bfe\uff1a\u522b\u5fd8\u4e86\u8fd9\u4e9b\u4f20\u7edfNLP\u4efb\u52a1<\/span><\/strong><\/p>\n

                            \n
                          1. \n

                            \u6e29\u6545\u800c\u77e5\u65b0\uff0c\u88ab\u9057\u5fd8\u7684\u4f9d\u5b58\u53e5\u6cd5\u5206\u6790<\/span><\/p>\n<\/li>\n

                          2. \n

                            \u53e5\u6cd5\u7ed3\u6784\u6765\u5224\u8bfb\u6b67\u5f02<\/span><\/p>\n<\/li>\n

                          3. \n

                            \u4ece\u53e5\u6cd5\u7ed3\u6784\u5230\u590d\u6742\u5b9e\u4f53\u5173\u7cfb\u7406\u89e3<\/span><\/p>\n<\/li>\n<\/ol>\n

                              \n
                            • \n

                              \u4f5c\u4e1a\u9879\u76ee\uff1a\u4eba\u8111\u641e\u6655\u7684\u80a1\u6743\u7ed3\u6784\u5173\u7cfb\uff0c\u6ca1\u5173\u7cfb\u6709\u6df1\u5ea6\u5b66\u4e60\u5728<\/span><\/strong><\/p>\n<\/li>\n<\/ul>\n


                              <\/span><\/p>\n

                              \u7b2c\u516d\u8bfe\uff1a\u63d0\u67aa\u4e0a\u6218\u573a<\/span><\/strong><\/p>\n

                                \n
                              1. \n

                                \u60c5\u611f\u5e8f\u5217\u8bc6\u522b\u6216\u8005\u662f\u7bc7\u7ae0\u60c5\u611f\u8bc6\u522b<\/span><\/p>\n<\/li>\n

                              2. \n

                                \u6df1\u5ea6\u7279\u5f81\u5230\u5e02\u573a\u9884\u6d4b<\/span><\/p>\n<\/li>\n

                              3. \n

                                \u89e3\u51b3\u8fc7\u62df\u5408<\/span><\/p>\n<\/li>\n<\/ol>\n


                                <\/p>\n

                                \u7ed3\u4e1a\u9879\u76ee\uff1a\u57fa\u4e8e\u81ea\u7136\u8bed\u8a00\u7406\u89e3\u7684\u4ea4\u6613\u4fe1\u53f7\u9884\u6d4b<\/span><\/strong><\/p>\n


                                <\/span><\/p>\n


                                <\/span><\/p>\n

                                <\/span><\/p>\n


                                <\/p>\n

                                \n
                                \n
                                \n
                                \u626b\u7801\u4e0a\u8bfe<\/span><\/strong><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n


                                <\/p>\n


                                <\/p>\n

                                \"\u96c6\u667a\"<\/p>\n


                                <\/p>\n

                                \u626b\u63cf\u4e8c\u7ef4\u7801\u6216\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfe\u7a0b\u3002<\/p>\n


                                <\/span><\/p>\n

                                \n

                                \u5173\u6ce8\u96c6\u667aAI\u5b66\u56ed\u516c\u4f17\u53f7<\/span><\/p>\n

                                \u83b7\u53d6\u66f4\u591a\u66f4\u6709\u8da3\u7684AI\u6559\u7a0b\u5427\uff01<\/span><\/p>\n

                                \u641c\u7d22\u5fae\u4fe1\u516c\u4f17\u53f7\uff1aswarmAI<\/span><\/p>\n

                                \u96c6\u667aAI\u5b66\u56edQQ\u7fa4\uff1a426390994<\/span><\/p>\n

                                \u5b66\u56ed\u7f51\u7ad9\uff1acampus.swarma.org<\/span><\/p>\n

                                \"\u96c6\u667a\"<\/p>\n

                                 \u5546\u52a1\u5408\u4f5c\uff5czhangqian@swarma.org     <\/span><\/p>\n

                                \u6295\u7a3f\u8f6c\u8f7d\uff5cwangjiannan@swarma.org<\/span><\/p>\n


                                <\/p>\n

                                \n

                                \u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a \u96c6\u667a\u4ff1\u4e50\u90e8 <\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

                                \u524d\u8a00 \u4f60\u662f\u4e0d\u662f\u6b63\u5728\u52aa\u529b\u63a2\u7d22\u6df1\u5ea6\u5b66\u4e60\u7684\u77e5\u8bc6\uff0c\u5374\u4e0d\u77e5\u9053\u5982\u4f55\u5728\u5546\u4e1a\u4efb\u52a1\u4e2d\u5e94\u7528\uff1f\u4f60\u662f\u4e0d\u662f\u77e5\u9053\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u53ef\u4ee5\u7528\u6765\u5206\u6790\u7ecf\u6d4e\u8206\u8bba\uff0c\u5b9a\u4f4d\u5e02\u573a\u8d70\u5411\uff0c\u5374\u4e0d\u77e5\u9053\u5982\u4f55\u771f\u6b63\u7f16\u7a0b\u5b9e\u73b0\uff1f\u4f60\u662f\u4e0d\u662f\u5b9e\u9a8c\u8fc7\u591a\u79cd\u56fd\u5916\u5148\u8fdb\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u5374\u5728\u5904\u7406\u4e2d\u6587\u8bed\u6599\u65f6\u6ca1\u6709\u83b7\u5f97\u7406\u60f3\u7684\u6548\u679c\u3002\u5982\u679c\u662f\u8fd9\u6837\uff0c\u90a3\u4e48\u8bf7\u60a8\u7d27\u5f20\u5730\u5f80\u4e0b\u770b\uff1a \u89c6\u7ebf\u56de\u52302014\u5e743\u670831\u65e5\uff0c…<\/p>\n","protected":false},"author":1,"featured_media":3361,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[23],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/3360"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3360"}],"version-history":[{"count":1,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/3360\/revisions"}],"predecessor-version":[{"id":3371,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/3360\/revisions\/3371"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/3361"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3360"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3360"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3360"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=3360"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}