{"id":68881,"date":"2022-08-10T07:17:00","date_gmt":"2022-08-10T05:17:00","guid":{"rendered":"https:\/\/phrase.com\/?p=68881"},"modified":"2023-11-03T10:53:10","modified_gmt":"2023-11-03T09:53:10","slug":"machine-translation-engine-quality","status":"publish","type":"post","link":"https:\/\/phrase.com\/zh\/blog\/posts\/machine-translation-engine-quality\/","title":{"rendered":"\u5982\u4f55\u7ba1\u7406\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u8d28\u91cf"},"content":{"rendered":"\n<div id=\"acf\/text-block_5e93804a2b44f312eebea71dbcca38ea\" class=\"pxblock pxblock--text spacing--default bg--white\">\n\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wysiwyg animate-in\">\n\t\t\t<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_69_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Overview<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right 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title=\"\u5404\u53d6\u6240\u957f\">\u5404\u53d6\u6240\u957f<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%ef%bc%88%e6%9c%ba%e5%99%a8%e7%bf%bb%e8%af%91%ef%bc%89%e5%bc%95%e6%93%8e%e8%93%84%e5%8a%bf%e5%be%85%e5%8f%91\"><\/span>\uff08\u673a\u5668\u7ffb\u8bd1\uff09\u5f15\u64ce\u84c4\u52bf\u5f85\u53d1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u65e0\u8bba\u60a8\u662f\u521a\u521a\u63a5\u89e6\u673a\u5668\u7ffb\u8bd1\uff0c\u8fd8\u662f\u53ef\u4ee5\u5728\u7ffb\u8bd1\u9879\u76ee\u4e2d\u719f\u7ec3\u4f7f\u7528\u673a\u5668\u7ffb\u8bd1\uff0c\u60a8\u6240\u9009\u7528\u7684\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u90fd\u662f\u6700\u5173\u952e\u7684\u8981\u7d20\u3002<\/span><\/p>\n<p><span style=\"font-weight: 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400;\">\u673a\u5668\u7ffb\u8bd1\u7ed3\u679c\u7684\u53ef\u4fe1\u5ea6\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u539f\u6587\u7684\u957f\u5ea6\u548c\u91cd\u8981\u6027\u3002\u8d76\u7740\u4ea4\u82f1\u8bed\u4f5c\u4e1a\u7684\u5b66\u751f\u60f3\u8981\u5feb\u901f\u7ffb\u8bd1\u51e0\u4e2a\u53e5\u5b50\uff08\u867d\u7136\u6211\u4eec\u4e0d\u9f13\u52b1\u8fd9\u79cd\u884c\u4e3a\uff09\uff0c\u5e76\u4e0d\u592a\u5728\u610f\u53e5\u5b50\u7684\u7ffb\u8bd1\u8d28\u91cf\uff0c\u90a3\u6240\u6709\u4e3b\u6d41\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u90fd\u80fd\u591f\u80dc\u4efb\u3002\u673a\u5668\u7ffb\u8bd1\u7ed3\u679c\u7684\u51c6\u786e\u5ea6\u4e5f\u53d6\u51b3\u4e8e\u539f\u6587\u8868\u610f\u662f\u5426\u6e05\u6670\u3002\u539f\u6587\u8d8a\u662f\u8bed\u7109\u4e0d\u8be6\uff0c\u673a\u5668\u7ffb\u8bd1\u5c31\u8d8a\u53ef\u80fd\u51fa\u9519\u3002\u5982\u679c\u60a8\u60f3\u8981\u5c06\u60a8\u6700\u559c\u6b22\u7684\u4e00\u53e5\u8bdd\u7ffb\u8bd1\u6210\u6cd5\u6587\u6216\u82f1\u6587\u7eb9\u5728\u8eab\u4e0a\uff0c\u90a3\u6700\u597d\u8fd8\u662f\u5148\u8ba9\u5f53\u5730\u7684\u670b\u53cb\u770b\u770b\u7ffb\u8bd1\u662f\u5426\u51c6\u786e\u3002\u4e0a\u7f51\u968f\u624b\u4e00\u641c\u5c31\u80fd\u627e\u5230\u8bb8\u591a\u8fc7\u4e8e\u8f7b\u4fe1\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u7684\u7eb9\u8eab\u82e6\u4e3b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u9879\u76ee\u89c4\u6a21\u8d8a\u5927\uff0c\u9700\u8981\u8003\u91cf\u7684\u56e0\u7d20\u4e5f\u8d8a\u590d\u6742\u3002\u5bf9\u4e8e\u4e00\u5bb6\u4f01\u4e1a\u6765\u8bf4\uff0c\u201c\u8fc7\u5f97\u53bb\u201d\u7684\u7ffb\u8bd1\u8d28\u91cf\u53ef\u80fd\u8fdc\u8fdc\u4e0d\u591f\u3002\u968f\u7740\u6587\u672c\u91cf\u7684\u589e\u52a0\uff0c\u7b80\u5355\u7684\u9519\u8bef\u5f00\u59cb\u79ef\u5c11\u6210\u591a\uff0c\u51fa\u73b0\u91cd\u5927\u9519\u8bef\u7684\u53ef\u80fd\u6027\u4e5f\u6025\u5267\u4e0a\u5347\uff0c\u9700\u8981\u7684\u4eba\u5de5\u5ba1\u6821\u548c\u8bd1\u540e\u7f16\u8f91\u7684\u5de5\u4f5c\u91cf\u4e5f\u76f8\u5e94\u589e\u52a0\uff0c\u6210\u672c\u968f\u4e4b\u4e0a\u6da8\u3002\u6162\u6162\u7684\uff0c\u673a\u5668\u7ffb\u8bd1\u964d\u672c\u589e\u6548\u7684\u4f18\u52bf\u4e5f\u6d88\u5931\u6b86\u5c3d\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4f46\u6587\u672c\u91cf\u7684\u589e\u52a0\u4e5f\u4e0d\u5168\u662f\u574f\u4e8b\u3002\u7ffb\u8bd1\u7684\u6587\u672c\u8d8a\u591a\uff0c\u4e0d\u540c\u7ffb\u8bd1\u5f15\u64ce\u4e4b\u95f4\u7684\u533a\u522b\u4e5f\u4f1a\u9010\u6e10\u663e\u73b0\u3002\u6587\u672c\u91cf\u5c0f\u65f6\u6216\u8bb8\u8fd8\u4e0d\u660e\u663e\uff0c\u4f46\u6b63\u5982\u8def\u9065\u77e5\u9a6c\u529b\uff0c\u91cf\u5927\u65b9\u89c1\u771f\u7ae0\u3002\u51e0\u76f8\u5bf9\u6bd4\u4e4b\u4e0b\uff0c\u603b\u4f1a\u6709\u5f15\u64ce\u8d28\u91cf\u8131\u9896\u800c\u51fa\u3002\u9009\u62e9\u4e86\u5bf9\u7684\u5f15\u64ce\uff0c\u624d\u80fd\u8c08\u8d28\u91cf\u4e0e\u964d\u672c\u3002\u6545\u6b64\uff0c\u9009\u62e9\u8868\u73b0\u6700\u4f73\u7684\u7ffb\u8bd1\u5f15\u64ce\u662f\u5173\u952e\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%e6%9c%ba%e5%99%a8%e7%bf%bb%e8%af%91%e5%bc%95%e6%93%8e%e7%b1%bb%e5%9e%8b\"><\/span>\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u7c7b\u578b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u60a8\u53ef\u4ee5\u9009\u62e9 Amazon Translate\u3001\u8c37\u6b4c\u7ffb\u8bd1\u6216 Microsoft Translator \u8fd9\u4e00\u7c7b\u901a\u7528\u7ffb\u8bd1\u5f15\u64ce\uff0c\u6216\u4e13\u4e1a\u7ffb\u8bd1\u5f15\u64ce\u3002\u8fd9\u4e24\u79cd\u7ffb\u8bd1\u5f15\u64ce\u90fd\u4f1a\u4f7f\u7528\u8fc7\u5f80\u7ffb\u8bd1\u6570\u636e\u4f18\u5316\u8868\u73b0\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u60a8\u53ef\u4ee5\u4f7f\u7528\u81ea\u5df1\u7684\u6570\u636e\u8bad\u7ec3\u4e13\u4e1a\u7ffb\u8bd1\u5f15\u64ce\uff0c\u4f18\u5316\u7ffb\u8bd1\u7ed3\u679c\u3002\u7528\u8fc7\u5f80\u4f18\u79c0\u7ffb\u8bd1\u6307\u5bfc\u5f15\u64ce\uff0c\u8ba9\u7ffb\u8bd1\u5f15\u64ce\u8f93\u51fa\u66f4\u63a5\u8fd1\u60a8\u8fc7\u5f80\u7ffb\u8bd1\u7684\u7ffb\u8bd1\u7ed3\u679c\u3002\u4e3e\u4f8b\u6765\u8bf4\uff0c\u65c5\u6e38\u548c\u9152\u5e97\u4e1a\u5185\u5bb9\u5c31\u7279\u522b\u9002\u5408\u4f7f\u7528\u4e13\u4e1a\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u8bad\u7ec3\u3002\u9152\u5e97\u623f\u6e90\u63cf\u8ff0\u548c\u7528\u6237\u8bc4\u4ef7\u8fd9\u4e00\u7c7b\u5185\u5bb9\u5f80\u5f80\u91cd\u590d\u6027\u9ad8\uff0c\u4e14\u80fd\u627e\u5230\u7684\u6587\u672c\u91cf\u5927\uff0c\u4e3a\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u8bad\u7ec3\u63d0\u4f9b\u4e86\u6781\u4f73\u7684\u6761\u4ef6\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4e13\u4e1a\u7ffb\u8bd1\u5f15\u64ce\u5728\u67d0\u4e00\u9886\u57df\u7684\u4e13\u4e1a\u5ea6\u662f\u4e00\u628a\u53cc\u5203\u5251\uff0c\u65e2\u662f\u5176\u6700\u5927\u7684\u4f18\u52bf\u6240\u5728\uff0c\u4e5f\u662f\u52a3\u52bf\u3002\u56e0\u4e3a\u4e13\u4e1a\u7ffb\u8bd1\u5f15\u64ce\u8fc7\u4e8e\u4e13\u6ce8\u4e8e\u67d0\u4e00\u9886\u57df\u7684\u5185\u5bb9\uff0c\u8be5\u9886\u57df\u4e4b\u5916\u7684\u5176\u4ed6\u5185\u5bb9\u7684\u7ffb\u8bd1\u8d28\u91cf\u53ef\u80fd\u4f1a\u6bd4\u901a\u7528\u5f15\u64ce\u66f4\u5dee\u3002\u82e5\u60a8\u4f7f\u7528\u9152\u5e97\u623f\u6e90\u548c\u7528\u6237\u8bc4\u4ef7\u8bad\u7ec3\u7684\u7ffb\u8bd1\u5f15\u64ce\u7ffb\u8bd1\u65b0\u95fb\uff0c\u8d28\u91cf\u53ef\u80fd\u60e8\u4e0d\u5fcd\u7779\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u9664\u6b64\u4e4b\u5916\uff0c\u4e13\u4e1a\u7ffb\u8bd1\u5f15\u64ce\u521b\u5efa\u548c\u7ef4\u62a4\u7684\u8d39\u7528\u76f8\u5bf9\u66f4\u9ad8\uff0c\u9002\u5408\u9700\u8981\u5904\u7406\u5927\u6279\u91cf\u98ce\u683c\u548c\u5185\u5bb9\u76f8\u4f3c\u7684\u6587\u672c\u3001\u4e14\u6709\u4f59\u529b\u652f\u4ed8\u8f83\u9ad8\u7684\u6210\u672c\u7684\u4f01\u4e1a\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5bf9\u4e8e\u7edd\u5927\u90e8\u5206\u7528\u6237\u6765\u8bf4\uff0c\u901a\u7528\u5f15\u64ce\u662f\u6700\u597d\u7684\u9009\u62e9\uff0c\u521b\u5efa\u7b80\u5355\uff0c\u6210\u672c\u76f8\u8f83\u4e8e\u81ea\u5b9a\u4e49\u5f15\u64ce\u6765\u8bf4\u4e5f\u5f88\u4f4e\u3002\u4f46\u82e5\u60a8\u5bf9\u8d28\u91cf\u8981\u6c42\u8f83\u9ad8\uff0c\u9009\u62e9\u54ea\u4e2a\u901a\u7528\u5f15\u64ce\u4e5f\u4e0d\u662f\u4e00\u4ef6\u6613\u4e8b\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%e5%a6%82%e4%bd%95%e8%af%84%e4%bc%b0%e6%88%96%e9%a2%84%e4%bc%b0%e6%9c%ba%e5%99%a8%e7%bf%bb%e8%af%91%e8%b4%a8%e9%87%8f\"><\/span>\u5982\u4f55\u8bc4\u4f30\u6216\u9884\u4f30\u673a\u5668\u7ffb\u8bd1\u8d28\u91cf<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u6211\u4eec\u5efa\u8bae\u60a8\u5728\u9009\u62e9\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u65f6\uff0c\u5148\u8bc4\u4f30\u7ffb\u8bd1\u7684\u8d28\u91cf\uff0c\u786e\u4fdd\u7269\u6709\u6240\u503c\u3002\u8bb8\u591a\u673a\u5668\u7ffb\u8bd1\u7528\u6237\u5728\u51b3\u5b9a\u4f7f\u7528\u67d0\u4e00\u5bb6\u7ffb\u8bd1\u5f15\u64ce\u524d\uff0c\u90fd\u4f1a\u5bf9\u591a\u5bb6\u4ea7\u54c1\u8fdb\u884c\u5145\u5206\u7684\u8bc4\u4f30\u3002\u884c\u4e1a\u5185\u4e5f\u6709\u5404\u79cd\u6210\u719f\u7684\u8d28\u91cf\u8bc4\u4ef7\u4f53\u7cfb\u6765\u89c4\u8303\u7504\u9009\u6d41\u7a0b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u60f3\u5fc5\u5927\u5bb6\u90fd\u80fd\u533a\u5206\u8d28\u91cf\u8bc4\u4f30\u548c\u9884\u4f30\u4e8c\u8005\u4e4b\u95f4\u7684\u533a\u522b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u987e\u540d\u601d\u4e49\uff0c\u8d28\u91cf\u8bc4\u4f30\u5373\u4e3a\u8bc4\u4f30\u673a\u5668\u7ffb\u8bd1\u8f93\u51fa\u7684\u7ffb\u8bd1\u8d28\u91cf\uff0c\u5bf9\u6807\u7684\u901a\u5e38\u662f\u4eba\u5de5\u7ffb\u8bd1\u3002\u76f8\u4fe1\u672c\u6587\u7edd\u5927\u591a\u6570\u8bfb\u8005\u90fd\u80fd\u5224\u65ad\u54ea\u5bb6\u7ffb\u8bd1\u5f15\u64ce\u8f93\u51fa\u7684\u7ffb\u8bd1\u542c\u8d77\u6765\u66f4\u4e3a\u201c\u81ea\u7136\u201d\uff0c\u4f46\u8fd9\u79cd\u5b8c\u5168\u4e3b\u89c2\u7684\u5224\u65ad\u65e0\u6cd5\u6709\u6548\u5730\u8bc4\u4f30\u6587\u672c\u91cf\u5927\u7684\u9879\u76ee\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u60a8\u53ef\u4ee5\u9009\u62e9\u6c42\u52a9\u4e13\u4e1a\u53cc\u8bed\u4e13\u5bb6\u76f2\u6d4b\u673a\u5668\u5f15\u64ce\u548c\u4e13\u4e1a\u8bd1\u5458\u7684\u4eba\u5de5\u7ffb\u8bd1\u7ed3\u679c\u3002\u5728\u8fc7\u53bb\uff0c\u7c7b\u4f3c\u7684\u76f2\u6d4b\u7ed3\u679c\u8ba9\u67d0\u4e9b\u4eba<\/span><a href=\"https:\/\/slator.com\/technology\/human-parity-achieved-machine-translation-unpacking-microsofts-claim\/\"><span style=\"font-weight: 400;\">\u5bf9\u4e0d\u65ad\u4f18\u5316\u7684\u673a\u5668\u7ffb\u8bd1\u8d28\u91cf\u76f2\u76ee\u4e50\u89c2<\/span><\/a><span style=\"font-weight: 400;\">\uff0c\u4f46\u8fd9\u79cd\u8bc4\u4f30\u65b9\u5f0f\u8fd8\u662f\u6709\u4e00\u4e9b\u660e\u663e\u7684\u5c40\u9650\u6027\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u9996\u5f53\u5176\u51b2\u662f\u6210\u672c\u95ee\u9898\u3002\u6b64\u7c7b\u76f2\u6d4b\u9700\u8981\u96c7\u4f63\u4e13\u4e1a\u8bd1\u5458\u548c\u8bc4\u4f30\u4eba\u5458\u3002\u8981\u4fdd\u8bc1\u8bc4\u4f30\u7ed3\u679c\u7684\u51c6\u786e\u6027\uff0c\u76f2\u6d4b\u4e2d\u8be5\u82b1\u7684\u8d44\u6e90\u4e00\u70b9\u90fd\u4e0d\u80fd\u5c11\u3002\u5176\u6b21\u662f\u8bc4\u4f30\u7684\u4e3b\u89c2\u6027\u3002\u6709\u7814\u7a76\u8868\u660e\uff0c\u4e13\u4e1a\u8bd1\u5458\u5728\u8bc4\u4f30\u65f6\uff0c\u5bf9\u4eba\u5de5\u7ffb\u8bd1\u7684\u7ed3\u679c\u6709\u8f83\u660e\u663e\u7684\u504f\u5411\u6027\uff0c\u800c\u975e\u8bed\u8a00\u4e13\u4e1a\u4ece\u4e1a\u4eba\u5458\u5219\u6070\u597d\u76f8\u53cd\u3002\u540c\u65f6\uff0c<\/span><a href=\"https:\/\/slator.com\/machine-translation\/how-to-fix-the-5-flaws-in-evaluating-machine-translation\/\"><span style=\"font-weight: 400;\">\u5f53\u4ee5\u53e5\u6bb5\u4e3a\u5355\u4f4d\u8bc4\u4f30\u7ffb\u8bd1\u8d28\u91cf\u65f6<\/span><\/a><span style=\"font-weight: 400;\">\uff0c\u673a\u5668\u7ffb\u8bd1\u7ed3\u679c\u7684\u5f97\u5206\u666e\u904d\u8f83\u9ad8\uff1b\u7ed3\u5408\u4e86\u4e0a\u4e0b\u6587\u4e4b\u540e\u5219\u4e0d\u7136\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u60a8\u8fd8\u53ef\u4ee5\u9009\u62e9\u4f7f\u7528\u7b97\u6cd5\u5feb\u901f\u8bc4\u4f30\u591a\u6761\u7ffb\u8bd1\u7ed3\u679c\uff0c\u5e76\u4e3a\u7ffb\u8bd1\u6253\u5206\u3002\u7b97\u6cd5\u4f1a\u6839\u636e\u60a8\u7ed9\u51fa\u7684\u53c2\u8003\u7ffb\u8bd1\uff0c\u81ea\u52a8\u5bf9\u6bd4\u4e0d\u540c\u7ffb\u8bd1\u5f15\u64ce\u8f93\u51fa\u7684\u7ed3\u679c\uff0c\u6700\u540e\u7ed9\u51fa\u4e00\u4e2a\u5206\u503c\u3002\u867d\u7136\u4e0d\u540c\u7b97\u6cd5\u4f7f\u7528\u7684\u5177\u4f53\u53d8\u91cf\u4e0d\u540c\uff0c\u4f46\u4e00\u822c\u6765\u8bf4\u8f93\u51fa\u7684\u7ed3\u679c\u8d8a\u63a5\u8fd1\u53c2\u8003\u7ffb\u8bd1\uff0c\u5206\u503c\u5c31\u8d8a\u9ad8\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u5f53\u4eca\u5e02\u9762\u4e0a\u7ffb\u8bd1\u8bc4\u4f30\u7b97\u6cd5\u53ef\u8c13\u767e\u82b1\u9f50\u653e\uff0c\u4f46\u4e3b\u6d41\u7684\u6709\u8fd9\u51e0\u4e2a\uff1a<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u53cc\u8bed\u66ff\u6362\u8bc4\u6d4b (BLEU)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u53ec\u56de\u7387\u5bfc\u5411\u8bcd\u6c47\u91cd\u53e0\u8bc4\u4f30 (ROUGE)<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u663e\u5f0f\u6392\u5e8f\u7684\u7ffb\u8bd1\u8bc4\u4f30\u6807\u51c6 (METEOR)<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">\u4ee5\u4e0a\u4e09\u79cd\u7b97\u6cd5\u91c7\u53d6\u4e86\u4e0d\u540c\u7684\u65b9\u5f0f\u8bc4\u4f30\u673a\u5668\u7ffb\u8bd1\u7ed3\u679c\u4e0e\u53c2\u8003\u7ffb\u8bd1\u7684\u201c\u76f8\u4f3c\u5ea6\u201d\u3002\u4e09\u79cd\u7b97\u6cd5\u5404\u6709\u5343\u79cb\uff0c\u672c\u6587\u6682\u4e14\u6309\u4e0b\u4e0d\u8868\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4e00\u822c\u6765\u8bf4\uff0c\u8d28\u91cf\u8bc4\u4f30\u80fd\u591f\u6709\u6548\u8bc4\u4f30\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u8f93\u51fa\u7684\u7ffb\u8bd1\u8d28\u91cf\uff0c\u63d0\u9ad8\u4e86\u7528\u6237\u5bf9\u7ffb\u8bd1\u6d41\u7a0b\u7684\u638c\u63a7\u5ea6\uff0c\u534f\u52a9\u5176\u6709\u6548\u5bf9\u6bd4\u4e0d\u540c\u7ffb\u8bd1\u5f15\u64ce\u7684\u8868\u73b0\u3002\u4f46\u8fd9\u79cd\u65b9\u5f0f\u7684\u7f3a\u70b9\u5728\u4e8e\uff0c\u7528\u6237\u8fd8\u662f\u9700\u8981\u63d0\u4f9b\u4eba\u5de5\u7ffb\u8bd1\u7ed3\u679c\u4f5c\u4e3a\u53c2\u8003\uff0c\u800c\u4e14\u642d\u5efa\u8bc4\u4f30\u6846\u67b6\u672c\u8eab\u4e5f\u9700\u8981\u65f6\u95f4\uff0c\u5bfc\u81f4\u8017\u65f6\u76f8\u5bf9\u8f83\u957f\uff0c\u6210\u672c\u8f83\u9ad8\u3002\u800c\u4e14\u8bc4\u4f30\u5f97\u6765\u7684\u7ed3\u679c\u4e5f\u53ea\u80fd\u53cd\u5e94\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u5728\u67d0\u4e00\u6bb5\u65f6\u95f4\u5185\u7684\u7ffb\u8bd1\u8d28\u91cf\u3002\u800c\u73b0\u5982\u4eca\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u53d1\u5c55\u8fc5\u731b\uff0c\u5927\u5927\u7f29\u77ed\u4e86\u8bc4\u4f30\u7ed3\u679c\u7684\u65f6\u6548\u6027\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4e0e\u8d28\u91cf\u8bc4\u4f30\u4e0d\u540c\uff0c\u8d28\u91cf\u9884\u4f30\u4e0d\u770b\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u8f93\u51fa\u7684\u7ed3\u679c\uff0c\u800c\u662f\u901a\u8fc7\u5206\u6790\u539f\u6587\uff0c\u7ed3\u5408\u76f8\u5173\u6807\u51c6\u9884\u4f30\u7ffb\u8bd1\u7684\u8d28\u91cf\u597d\u574f\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Phrase \u81ea\u4e3b\u7814\u53d1\u4e86\u4e00\u5957\u8d28\u91cf\u9884\u4f30\u89e3\u51b3\u65b9\u6848\uff0c\u79f0\u4e3a\u673a\u5668\u7ffb\u8bd1\u8d28\u91cf\u9884\u4f30 (MTQE)\u3002\u7528\u6237\u65e0\u9700\u63d0\u4f9b\u53c2\u8003\u7ffb\u8bd1\uff0c\u53ea\u8981\u539f\u6587\u5373\u53ef\u3002\u7cfb\u7edf\u4f1a\u6839\u636e\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u8fc7\u5f80\u8868\u73b0\u6570\u636e\u9884\u4f30\u7ffb\u8bd1\u7684\u8d28\u91cf\u3002\u8fd9\u5957\u65b9\u6848\u5bf9\u201c\u8d28\u91cf\u201d\u7684\u5224\u65ad\u4f9d\u636e\u662f\u7ffb\u8bd1\u7ed3\u679c\u662f\u5426\u9700\u8981\u8fdb\u884c\u8bd1\u540e\u7f16\u8f91\uff0c\u53ca\u6240\u9700\u7684\u7f16\u8f91\u5e45\u5ea6\u5927\u5c0f\u3002MTQE \u7cfb\u7edf\u4f1a\u7ed9\u9884\u4f30\u7684\u6bcf\u4e2a\u53e5\u6bb5\u6253\u5206\u3002\u82e5\u53e5\u6bb5\u5f97\u5206\u4e3a 100%\uff0c\u610f\u5473\u7740\u8fd9\u53e5\u8bdd\u7684\u7ffb\u8bd1\u5b8c\u7f8e\uff0c\u65e0\u9700\u8fdb\u884c\u8bd1\u540e\u7f16\u8f91\uff1b\u82e5\u53e5\u6bb5\u5f97\u5206\u4e3a 75%\uff0c\u5219\u610f\u5473\u7740\u8be5\u53e5\u6bb5\u6709\u4f18\u5316\u7684\u7a7a\u95f4\u3002\u9884\u4f30\u540e\uff0c\u7528\u6237\u4e0d\u4ec5\u80fd\u770b\u5230\u6bcf\u4e00\u6761\u53e5\u6bb5\u7684\u5177\u4f53\u5f97\u5206\uff0c\u8fd8\u80fd\u770b\u5230\u7ffb\u8bd1\u5f15\u64ce\u7684\u603b\u5f97\u5206\u3002\u9884\u4f30\u65b9\u6848\u7684\u4e00\u5927\u4f18\u52bf\u5728\u4e8e\uff0c\u5b83\u4f1a\u6839\u636e\u7528\u6237\u53cd\u9988\u4e0d\u65ad\u52a8\u6001\u8c03\u6574\u548c\u4f18\u5316\u8bc4\u4f30\u7ed3\u679c\uff0c\u7b26\u5408\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u53d1\u5c55\u7684\u89c4\u5f8b\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u65e0\u8bba\u60a8\u6700\u7ec8\u9009\u62e9\u54ea\u79cd\u8bc4\u4f30\u65b9\u5f0f\uff0c\u60a8\u591a\u5c11\u90fd\u80fd\u591f\u4e86\u89e3\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u7684\u8868\u73b0\uff0c\u5e76\u9009\u51fa\u6700\u7b26\u5408\u60a8\u9700\u6c42\u7684\u5f15\u64ce\u3002<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"%e5%90%84%e5%8f%96%e6%89%80%e9%95%bf\"><\/span>\u5404\u53d6\u6240\u957f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u60a8\u4e5f\u53ef\u4ee5\u540c\u65f6\u542f\u7528\u591a\u4e2a\u5f15\u64ce\uff0c\u6309\u9700\u9009\u62e9\u3002\u73b0\u4eca\u51e0\u4e4e\u6240\u6709\u7ffb\u8bd1\u7ba1\u7406\u8f6f\u4ef6\u90fd\u63d0\u4f9b\u4e86\u5feb\u901f\u5207\u6362\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u7684\u529f\u80fd\u3002\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u5404\u6709\u6240\u957f\u3002\u5f15\u64ce A \u53ef\u80fd\u6bd4\u8f83\u9002\u5408\u7ffb\u8bd1\u67d0\u4e00\u4e2a\u8bed\u8a00\u5bf9\uff0c\u5f15\u64ce B \u53ef\u80fd\u9002\u5408\u7ffb\u8bd1\u67d0\u4e00\u7c7b\u5185\u5bb9\u3002\u82e5\u60a8\u53ea\u5728\u5f15\u64ce A \u6216 B \u4e8c\u8005\u4e2d\u53d6\u5176\u4e00\uff0c\u603b\u4f1a\u5728\u67d0\u4e9b\u9886\u57df\u6709\u6240\u7f3a\u61be\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Phrase \u56e2\u961f\u81ea\u7814\u7684 Phrase Translate \u662f\u4e00\u5957\u72ec\u7279\u7684\u673a\u5668\u7ffb\u8bd1\u7ba1\u7406\u89e3\u51b3\u65b9\u6848\uff0c\u7528\u6237\u53ef\u8f7b\u677e\u8c03\u7528\u591a\u4e2a\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\uff0c\u5b9e\u73b0\u673a\u5668\u7ffb\u8bd1\u6700\u4f18\u89e3\u3002Phrase Translate \u7684\u7b97\u6cd5\u6574\u5408\u4e86\u4eba\u5de5\u667a\u80fd\uff0c\u4f1a\u81ea\u52a8\u6839\u636e\u5f85\u7ffb\u8bd1\u5185\u5bb9\u7684\u8bed\u8a00\u5bf9\u548c\u7c7b\u578b\u9009\u62e9\u6700\u5408\u9002\u7684\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\uff0c\u5e76\u5b9e\u65f6\u6536\u96c6\u7ffb\u8bd1\u5f15\u64ce\u8868\u73b0\u6570\u636e\uff0c\u4e0d\u65ad\u4f18\u5316\u63a8\u8350\u7684\u7b97\u6cd5\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Phrase Translate \u5185\u7f6e\u591a\u4e2a\u5b8c\u5168\u81ea\u52a8\u7684\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\uff0c\u7528\u6237\u8fd8\u53ef\u81ea\u884c\u6dfb\u52a0\u81ea\u5b9a\u4e49\u7ffb\u8bd1\u5f15\u64ce\u3002\u5728 Phrase Translate \u7684\u5e2e\u52a9\u4e0b\uff0c\u7528\u6237\u53ef\u4ee5\u5b8c\u5168\u5b9e\u73b0\u81ea\u52a8\u5316\u5f15\u64ce\u7ba1\u7406\u548c\u6d4b\u8bd5\uff0c\u673a\u5668\u7ffb\u8bd1\u65b0\u624b\u548c\u8d44\u6df1\u7528\u6237\u90fd\u80fd\u4ece\u4e2d\u53d7\u76ca\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u4e0d\u8981\u88ab\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u7684\u8d28\u91cf\u5413\u8dd1\uff0c\u8d28\u91cf\u662f\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u6848\u7ba1\u63a7\u7684\u3002\u65b0\u6280\u672f\u521b\u65b0\u7684\u51fa\u73b0\u4e5f\u80fd\u8ba9\u60a8\u5c06\u7ffb\u8bd1\u5e26\u5230\u4e00\u4e2a\u65b0\u9ad8\u5ea6\u3002<\/span><\/p>\n\t\t<\/div>\n\t<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4e86\u89e3\u673a\u5668\u7ffb\u8bd1\u8d28\u91cf\u4ee5\u53ca\u5982\u4f55\u6839\u636e\u5185\u5bb9\u9009\u62e9\u6700\u4f73\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\uff0c\u91ca\u653e\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u6700\u5927\u751f\u4ea7\u529b\u3002<\/p>\n","protected":false},"author":6,"featured_media":49468,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_stopmodifiedupdate":false,"_modified_date":"","_searchwp_excluded":"","footnotes":""},"categories":[1429],"class_list":["post-68881","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-1429"],"acf":[],"_links":{"self":[{"href":"https:\/\/phrase.com\/zh\/wp-json\/wp\/v2\/posts\/68881"}],"collection":[{"href":"https:\/\/phrase.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/phrase.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/phrase.com\/zh\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/phrase.com\/zh\/wp-json\/wp\/v2\/comments?post=68881"}],"version-history":[{"count":9,"href":"https:\/\/phrase.com\/zh\/wp-json\/wp\/v2\/posts\/68881\/revisions"}],"predecessor-version":[{"id":68908,"href":"https:\/\/phrase.com\/zh\/wp-json\/wp\/v2\/posts\/68881\/revisions\/68908"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/phrase.com\/zh\/wp-json\/wp\/v2\/media\/49468"}],"wp:attachment":[{"href":"https:\/\/phrase.com\/zh\/wp-json\/wp\/v2\/media?parent=68881"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/phrase.com\/zh\/wp-json\/wp\/v2\/categories?post=68881"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}