{"id":84885,"date":"2024-03-03T15:54:44","date_gmt":"2024-03-03T15:54:44","guid":{"rendered":"https:\/\/www.globalizationpartners.com\/?page_id=84885"},"modified":"2024-04-04T00:01:30","modified_gmt":"2024-04-04T00:01:30","slug":"artificial-intelligence-and-machine-translation","status":"publish","type":"page","link":"https:\/\/www.globalizationpartners.com\/tools\/artificial-intelligence-and-machine-translation\/?lang=zh-hans","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u7ffb\u8bd1"},"content":{"rendered":"<p>\u4e16\u754c\u5404\u5730\u7684\u4e3b\u8981\u7ec4\u7ec7\u548c\u6240\u6709\u4e3b\u8981\u884c\u4e1a\u90fd\u5f00\u59cb\u770b\u5230\u6700\u5148\u8fdb\u7684\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\uff08NMT\uff09\u7684\u4ef7\u503c\u3002GPI NMT\u6280\u672f\u5728\u9002\u5f53\u7684\u6761\u4ef6\u4e0b\u53ef\u4ee5\u8ba9\u516c\u53f8\u5728\u5f88\u77ed\u7684\u65f6\u95f4\u5185\u5b8c\u6210\u7ffb\u8bd1\u9879\u76ee\u3002\u6211\u4eec\u9ad8\u8d28\u91cf\u7684NMT\u89e3\u51b3\u65b9\u6848\u53ef\u4ee5\u6210\u4e3a\u5feb\u901f\u7ffb\u8bd1\u7684\u6709\u6548\u5de5\u5177\u3002<\/p>\n<p>&nbsp;<\/p>\n<div align=\"center\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-21819\" src=\"https:\/\/www.globalizationpartners.com\/wp-content\/uploads\/2023\/10\/GPI-Tools-Machine-Translation.jpg\" alt=\"Artificial Intelligence and Machine Translation\" width=\"707\" height=\"435\" \/><\/div>\n<p>&nbsp;<\/p>\n<p>GPI\u5728\u9002\u5f53\u60c5\u51b5\u4e0b\u63d0\u4f9b\u57fa\u4e8eAI\u7684\u673a\u5668\u7ffb\u8bd1\u7684\u9009\u62e9\uff0c\u6211\u4eec\u5c06\u795e\u7ecf\u673a\u7ffb\u8bd1(NMT)\u4e0e\u67d0\u4e9bAI\u751f\u6210\u6280\u672f\u7ed3\u5408\u5728\u4e00\u8d77\u7f16\u8f91\u540e\u8fdb\u884c\u989d\u5916\u7684\u8d28\u91cf\u63a7\u5236\u3002\u91cd\u70b9\u5728\u4e8e\uff0cNMT\u662fAI\u975e\u5e38\u5177\u4f53\u7684\u3001\u4f7f\u7ffb\u8bd1\u81ea\u52a8\u5316\u7684\u8bed\u8a00\u5e94\u7528\u7a0b\u5e8f\u3002\u4e00\u822cAI\u5305\u62ec\u66f4\u5e7f\u6cdb\u7684\u65b9\u6cd5\u548c\u6280\u672f\uff0c\u6307\u5728\u7ffb\u8bd1\u4ee5\u5916\u7684\u4e00\u7cfb\u5217\u9886\u57df\u6a21\u62df\u4eba\u7c7b\u667a\u529b\uff0c \u6bd4\u5982\uff0c\u673a\u5668\u4eba\u6280\u672f\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u8bed\u97f3\u8bc6\u522b\u7b49\u3002<\/p>\n<p>\u968f\u7740\u8ba1\u7b97\u673a\u7ffb\u8bd1\u8fdb\u6b65\u548c\u8fc5\u901f\u53d1\u5c55\uff0c\u8bed\u8a00\u884c\u4e1a\u5728\u8fc7\u53bb\u51e0\u5341\u5e74\u4e2d\u4f7f\u7528\u4e86\u4e09\u79cd\u57fa\u672c\u673a\u5668\u7ffb\u8bd1\u6280\u672f\u3002<\/p>\n<p>\u201c\u4ee5\u89c4\u5219\u4e3a\u57fa\u7840\u7684\u673a\u5668\u7ffb\u8bd1\u201d\u662f\u4e00\u79cd\u65e9\u671f\u673a\u5668\u7ffb\u8bd1\u5f62\u5f0f\uff0c\u9700\u8981\u4eba\u5de5\u589e\u6dfb\u8bed\u8a00\u548c\u4eba\u5de5\u7f16\u8f91\u3002\u5b83\u91c7\u7528\u4e00\u5957\u9884\u5148\u786e\u5b9a\u7684\u89c4\u5219\uff0c\u4ee5\u5e2e\u52a9\u786e\u5b9a\u548c\u4f20\u8fbe\u5404\u8bed\u8a00\u4e4b\u95f4\u7684\u542b\u4e49\u3002\u201c\u4ee5\u7edf\u8ba1\u4e3a\u57fa\u7840\u7684\u673a\u5668\u7ffb\u8bd1\u201d\uff0c\u5efa\u7acb\u4e86\u6587\u672c\u4e2d\u6587\u5b57\u548c\u77ed\u8bed\u4e4b\u95f4\u5173\u7cfb\u7684\u7edf\u8ba1\u6a21\u578b\uff0c\u7136\u540e\u5c06\u5176\u5e94\u7528\u4e8e\u6765\u6e90\u8bed\u4ee5\u5916\u7684\u53e6\u4e00\u79cd\u8bed\u8a00\u3002\u7136\u540e\u5c31\u662f\u201c\u4ee5Neural\u4e3a\u57fa\u7840\u7684\u673a\u5668\u7ffb\u8bd1\u201d\u6a21\u4eff\u5927\u8111\u795e\u7ecf\u7f51\u7edc\u548c\u7f16\u7801\uff0c\u5e76\u4f7f\u7ffb\u8bd1\u6e90\u6587\u672c\u89e3\u7801\u3002<\/p>\n<p>&nbsp;<\/p>\n<h2>\u4ec0\u4e48\u662f\u795e\u7ecf\u673a\u7ffb\u8bd1(NMT)\uff1f<\/h2>\n<p>NMT\u662f\u5927\u91cf\u673a\u5668\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u7684\u6700\u65b0\u65b9\u6cd5\uff0c\u8fd9\u4e2a\u6280\u672f\u53ef\u4ee5\u8ffd\u6eaf\u52301990\u5e74\u4ee3\u3002NMT\u7684\u76ee\u6807\u662f\u590d\u5236\u4eba\u7c7b\u5927\u8111\u901a\u8fc7\u5b66\u4e60\u548c\u8bd5\u9519\u7684\u80fd\u529b\u4ee5\u9002\u5e94\u65b0\u7684\u7ecf\u9a8c\u3002NMT\u91c7\u7528\u201c\u6df1\u5ea6\u5b66\u4e60\u201d\uff0c\u901a\u8fc7\u4eba\u9020\u795e\u7ecf\u7f51\u7edc\u9884\u6d4b\u4e00\u7cfb\u5217\u8bcd\u7684\u6982\u7387\u3002\u5728\u4ee5\u5f80\u673a\u5668\u7ffb\u8bd1\u8fed\u4ee3\uff08\u7edf\u8ba1\u548c\u89c4\u5219\uff09\u7684\u57fa\u7840\u4e0a\uff0cNMT\u63d0\u4f9b\u4e86\u5168\u65b0\u7684\u8d28\u91cf\u6c34\u5e73\u3002\u6211\u4eec\u7684NMT\u89e3\u51b3\u65b9\u6848\u52a0\u4e0a\u4eba\u5de5\u7684\u5ba1\u67e5\u548c\u5145\u5206\u7684\u524d\u7aef\u51c6\u5907\u5de5\u4f5c\u4ece\u800c\u4e0d\u65ad\u6539\u8fdb\u7ffb\u8bd1\u3002<\/p>\n<p>&nbsp;<\/p>\n<div align=\"center\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-21819\" src=\"https:\/\/www.globalizationpartners.com\/wp-content\/uploads\/2023\/10\/AI.jpg\" alt=\"What is Neural Machine Translation (NMT)?\" width=\"707\" height=\"435\" \/><\/div>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<h2>GPI \u795e\u7ecf\u7ffb\u8bd1(NMT)<\/h2>\n<p>\u7684\u65b9\u6cd5GPI \u7684\u4e3b\u8981\u65b9\u6cd5\u9996\u5148\u662f\u795e\u7ecf\u673a\u7ffb\u8bd1(NMT)\uff0c \u786e\u4fdd\u5b83\u9002\u5408\u6211\u4eec\u5ba2\u6237\u9700\u6c42\u7684\u5185\u5bb9\u3002\u57fa\u4e8e\u6570\u5341\u5e74\u7684MT\u3001NMT\u548c\u66f4\u65b0\u7684 AI \u8bed\u8a00\u7ffb\u8bd1\u5e94\u7528\u7a0b\u5e8f\u3002 GPI\u7684\u5ba2\u6237\u4eec\u53ef\u4ee5\u653e\u5fc3\uff0c\u6211\u4eec\u7684NMT\u89e3\u51b3\u65b9\u6848\u5c06\u8282\u7701\u66f4\u591a\u7684\u65f6\u95f4\u548c\u6210\u672c\uff0c\u5e76\u63d0\u4f9b\u53ef\u63a5\u53d7\u7684\u8d28\u91cf\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3>\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\u9879\u76ee\u7684\u57fa\u672c\u6b65\u9aa4\uff1a<\/h3>\n<ol>\n<li>\u5bf9\u5185\u5bb9\u8fdb\u884c\u521d\u6b65\u8d28\u91cf\u8bc4\u4f30 (IQA)\uff0c\u4ee5\u786e\u5b9a\u60a8\u7684\u5185\u5bb9\u662f\u5426\u9002\u5408\u4f7f\u7528 NMT \u89e3\u51b3\u65b9\u6848\u4ee5\u53ca\u6240\u9700\u7684\u4eba\u5de5\u540e\u671f\u7f16\u8f91\u91cf\n<ul>\n<li>\u867d\u7136 NMT \u7684\u8d28\u91cf\u6709\u4e86\u5f88\u5927\u63d0\u9ad8\uff0c\u4f46\u5b83\u4ecd\u4e0d\u9002\u5408\u6bcf\u79cd\u4f7f\u7528\u60c5\u51b5\uff0c\u8fd9\u4e00\u70b9\u6211\u4eec\u9700\u8981\u5728\u65e9\u671f\u786e\u5b9a\u3002\u5185\u90e8\u4ea4\u6d41\u53ef\u80fd\u975e\u5e38\u9002\u5408\uff0c\u4f46\u9762\u5411\u5ba2\u6237\u7684\u5e7f\u544a\u6587\u6848\u6216\u6280\u672f\u6027\u5f88\u5f3a\u7684\u5185\u5bb9\u53ef\u80fd\u4e0d\u9002\u5408<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<ol start=\"2\">\n<li>\u4f5c\u4e3a\u6d4b\u8bd5\u9636\u6bb5\u7684\u4e00\u90e8\u5206\uff0c\u6211\u4eec\u5c06\u6839\u636e\u6240\u9700\u7684\u8bed\u8a00\u5bf9\u5efa\u7acb\u4e00\u4e2a\u5b9a\u5236\u7684 NMT \u5f15\u64ce\n<ul>\n<li>\u8fd9\u4e9b\u5f15\u64ce\u9700\u8981\u6839\u636e\u60a8\u7684\u5185\u5bb9\u548c\u9886\u57df\u8fdb\u884c\u57f9\u8bad<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<ol start=\"3\">\n<li>\u4e3a\u4e86\u8fbe\u5230\u6700\u4f73\u6548\u679c\uff0c\u6211\u4eec\u6700\u597d\u4f7f\u7528\u4ee5\u524d\u7684\u7ffb\u8bd1\u8bb0\u5fc6\u5e93\u8d44\u4ea7\u6216\u73b0\u6709\u7684\u591a\u8bed\u8a00\u8bcd\u6c47\u8868\u6765\u8bad\u7ec3\u5f15\u64ce\n<ul>\n<li>\u8fd9\u4e9b\u6b65\u9aa4\u53ea\u4f1a\u63d0\u9ad8\u6700\u7ec8\u7684\u8f93\u51fa\u8d28\u91cf\u3002\u5982\u679c\u6ca1\u6709\u4ee5\u524d\u7684\u8d44\u6599\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u901a\u7528\u7684 NMT \u5f15\u64ce\u8fdb\u884c\u6d4b\u8bd5<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<ol start=\"4\">\n<li>\u5f15\u64ce\u5efa\u7acb\u540e\uff0c\u6211\u4eec\u5c06\u901a\u8fc7\u673a\u5668\u7ffb\u8bd1\u5de5\u5177\u8fd0\u884c\u60a8\u7684\u5185\u5bb9\uff0c\u7136\u540e\u91cd\u65b0\u8bc4\u4f30\u66f4\u5927\u7684\u5185\u5bb9\u96c6\uff08\u5927\u4e8e IQA\uff09\uff0c\u5e76\u4f30\u7b97\u4e3a\u8fbe\u5230\u9884\u5b9a\u7684\u8d28\u91cf\u6c34\u5e73\u6240\u9700\u7684\u4eba\u5de5\u540e\u671f\u7f16\u8f91\u91cf\n<ul>\n<li>\u8fd9\u4e00\u8fc7\u7a0b\u63d0\u4f9b\u4e86\u5b9d\u8d35\u7684\u4fe1\u606f\uff0c\u6709\u52a9\u4e8e\u89c4\u5212\u4f7f\u7528 NMT \u6280\u672f\u7684\u7ffb\u8bd1\u9879\u76ee\u3002\u8d28\u91cf\u548c\u53ef\u884c\u6027\u6c34\u5e73\u53ef\u80fd\u56e0\u4e0d\u540c\u7c7b\u578b\u7684\u5185\u5bb9\u548c\u8bed\u8a00\u7ec4\u5408\u4e0d\u540c\u800c\u5404\u5f02\u2014\u2014\u4e0d\u5b58\u5728\u5355\u4e00\u7684\u89e3\u6790\u5668<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<ol start=\"5\">\n<li>\u5728\u60a8\u7684\u5185\u5bb9\u901a\u8fc7\u673a\u5668\u7ffb\u8bd1\u5de5\u5177\u8f93\u5165\u4e4b\u540e\uff0c \u5b83\u4f1a\u4ea7\u751f\u4e00\u4e2a\u672a\u7ecf\u52a0\u5de5\u7684\u7ffb\u8bd1\u8f93\u51fa\u3002\u63a5\u7740\u6211\u4eec\u5408\u683c\u7684\u7ffb\u8bd1\u56e2\u961f\u5c06\u5b8c\u6210\u673a\u5668\u7ffb\u8bd1\u540e\u7f16\u8f91(MTPE)\uff0c\u8fd9\u4e00\u6b65\u662f\u6307\u7f16\u8f91\u673a\u5668\u7ffb\u8bd1\u7684\u5185\u5bb9\u3002\n<ul>\n<li>MTPE\u8fd9\u4e00\u9879\u8981\u6c42\uff0c\u53ef\u80fd\u9700\u8981\u8bd1\u5458\u91cd\u65b0\u7ffb\u8bd1\uff0c \u8f93\u5165SEO\u5173\u952e\u8bcd\uff0c\u8bed\u6cd5\u68c0\u67e5\uff0c\u7f16\u8f91\u9002\u5f53\u98ce\u683c\u4ee5\u53ca\u6587\u5316\u6b63\u786e\u6027\u5ba1\u67e5\uff0c\u548c\u5176\u5b83\u51e0\u4e2a\u6d89\u53ca\u7684\u8bed\u8a00\u5b66\u7684\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h4>GPI\u4f7f\u7528\u4e86\u4e00\u7cfb\u5217NMT\u89e3\u51b3\u65b9\u6848\uff0c\u5305\u62ec\u4f46\u4e0d\u9650\u4e8e\uff1a<\/h4>\n<ul>\n<li>Google Translate<\/li>\n<li>Microsoft Translator<\/li>\n<li>Google Cloud Translation API<\/li>\n<li>Unbabel<\/li>\n<li>Azure Translator Text API<\/li>\n<li>Amazon Translate<\/li>\n<li>Language Weaver<\/li>\n<li>DeepL<\/li>\n<li>IBM Watson NLP<\/li>\n<li>Bing Translator<\/li>\n<li>Katan MT<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><strong><em>\u7acb\u523b\u8054\u7cfbGPI\u7684\u8bed\u8a00\u548c\u6280\u672f\u4e13\u5bb6\uff0c\u4e86\u89e3NMT\u89e3\u51b3\u529e\u6cd5\u662f\u5426\u9002\u7528\u4e8e\u60a8\u7684\u516c\u53f8\u548c\u5185\u5bb9\u3002 \u00a0<a href=\"https:\/\/www.globalizationpartners.com\/request-a-quote\/\">https:\/\/www.globalizationpartners.com\/request-a-quote\/<\/a><\/em><\/strong><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e16\u754c\u5404\u5730\u7684\u4e3b\u8981\u7ec4\u7ec7\u548c\u6240\u6709\u4e3b\u8981\u884c\u4e1a\u90fd\u5f00\u59cb\u770b\u5230\u6700\u5148\u8fdb\u7684\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\uff08NMT\uff09\u7684\u4ef7\u503c\u3002GPI NMT\u6280\u672f\u5728\u9002\u5f53\u7684\u6761\u4ef6\u4e0b\u53ef\u4ee5\u8ba9\u516c\u53f8\u5728\u5f88\u77ed\u7684\u65f6\u95f4\u5185\u5b8c\u6210\u7ffb\u8bd1\u9879\u76ee\u3002\u6211\u4eec\u9ad8\u8d28\u91cf\u7684NMT\u89e3\u51b3\u65b9\u6848\u53ef\u4ee5\u6210\u4e3a\u5feb\u901f\u7ffb\u8bd1\u7684\u6709\u6548\u5de5\u5177\u3002 &nbsp; &nbsp; GPI\u5728\u9002\u5f53\u60c5\u51b5\u4e0b\u63d0\u4f9b\u57fa\u4e8eAI\u7684\u673a\u5668\u7ffb\u8bd1\u7684\u9009\u62e9\uff0c\u6211\u4eec\u5c06\u795e\u7ecf\u673a\u7ffb\u8bd1(NMT)\u4e0e\u67d0\u4e9bAI\u751f\u6210\u6280\u672f\u7ed3\u5408\u5728\u4e00\u8d77\u7f16\u8f91\u540e\u8fdb\u884c\u989d\u5916\u7684\u8d28\u91cf\u63a7\u5236\u3002\u91cd\u70b9\u5728\u4e8e\uff0cNMT\u662fAI\u975e\u5e38\u5177\u4f53\u7684\u3001\u4f7f\u7ffb\u8bd1\u81ea\u52a8\u5316\u7684\u8bed\u8a00\u5e94\u7528\u7a0b\u5e8f\u3002\u4e00\u822cAI\u5305\u62ec\u66f4\u5e7f\u6cdb\u7684\u65b9\u6cd5\u548c\u6280\u672f\uff0c\u6307\u5728\u7ffb\u8bd1\u4ee5\u5916\u7684\u4e00\u7cfb\u5217\u9886\u57df\u6a21\u62df\u4eba\u7c7b\u667a\u529b\uff0c \u6bd4\u5982\uff0c\u673a\u5668\u4eba\u6280\u672f\u3001\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u8bed\u97f3\u8bc6\u522b\u7b49\u3002 \u968f\u7740\u8ba1\u7b97\u673a\u7ffb\u8bd1\u8fdb\u6b65\u548c\u8fc5\u901f\u53d1\u5c55\uff0c\u8bed\u8a00\u884c\u4e1a\u5728\u8fc7\u53bb\u51e0\u5341\u5e74\u4e2d\u4f7f\u7528\u4e86\u4e09\u79cd\u57fa\u672c\u673a\u5668\u7ffb\u8bd1\u6280\u672f\u3002 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\u4ec0\u4e48\u662f\u795e\u7ecf\u673a\u7ffb\u8bd1(NMT)\uff1f NMT\u662f\u5927\u91cf\u673a\u5668\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u7684\u6700\u65b0\u65b9\u6cd5\uff0c\u8fd9\u4e2a\u6280\u672f\u53ef\u4ee5\u8ffd\u6eaf\u52301990\u5e74\u4ee3\u3002NMT\u7684\u76ee\u6807\u662f\u590d\u5236\u4eba\u7c7b\u5927\u8111\u901a\u8fc7\u5b66\u4e60\u548c\u8bd5\u9519\u7684\u80fd\u529b\u4ee5\u9002\u5e94\u65b0\u7684\u7ecf\u9a8c\u3002NMT\u91c7\u7528\u201c\u6df1\u5ea6\u5b66\u4e60\u201d\uff0c\u901a\u8fc7\u4eba\u9020\u795e\u7ecf\u7f51\u7edc\u9884\u6d4b\u4e00\u7cfb\u5217\u8bcd\u7684\u6982\u7387\u3002\u5728\u4ee5\u5f80\u673a\u5668\u7ffb\u8bd1\u8fed\u4ee3\uff08\u7edf\u8ba1\u548c\u89c4\u5219\uff09\u7684\u57fa\u7840\u4e0a\uff0cNMT\u63d0\u4f9b\u4e86\u5168\u65b0\u7684\u8d28\u91cf\u6c34\u5e73\u3002\u6211\u4eec\u7684NMT\u89e3\u51b3\u65b9\u6848\u52a0\u4e0a\u4eba\u5de5\u7684\u5ba1\u67e5\u548c\u5145\u5206\u7684\u524d\u7aef\u51c6\u5907\u5de5\u4f5c\u4ece\u800c\u4e0d\u65ad\u6539\u8fdb\u7ffb\u8bd1\u3002 &nbsp; &nbsp; &nbsp; GPI \u795e\u7ecf\u7ffb\u8bd1(NMT) \u7684\u65b9\u6cd5GPI \u7684\u4e3b\u8981\u65b9\u6cd5\u9996\u5148\u662f\u795e\u7ecf\u673a\u7ffb\u8bd1(NMT)\uff0c \u786e\u4fdd\u5b83\u9002\u5408\u6211\u4eec\u5ba2\u6237\u9700\u6c42\u7684\u5185\u5bb9\u3002\u57fa\u4e8e\u6570\u5341\u5e74\u7684MT\u3001NMT\u548c\u66f4\u65b0\u7684 AI \u8bed\u8a00\u7ffb\u8bd1\u5e94\u7528\u7a0b\u5e8f\u3002 GPI\u7684\u5ba2\u6237\u4eec\u53ef\u4ee5\u653e\u5fc3\uff0c\u6211\u4eec\u7684NMT\u89e3\u51b3\u65b9\u6848\u5c06\u8282\u7701\u66f4\u591a\u7684\u65f6\u95f4\u548c\u6210\u672c\uff0c\u5e76\u63d0\u4f9b\u53ef\u63a5\u53d7\u7684\u8d28\u91cf\u3002 &nbsp; \u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\u9879\u76ee\u7684\u57fa\u672c\u6b65\u9aa4\uff1a \u5bf9\u5185\u5bb9\u8fdb\u884c\u521d\u6b65\u8d28\u91cf\u8bc4\u4f30 (IQA)\uff0c\u4ee5\u786e\u5b9a\u60a8\u7684\u5185\u5bb9\u662f\u5426\u9002\u5408\u4f7f\u7528 NMT \u89e3\u51b3\u65b9\u6848\u4ee5\u53ca\u6240\u9700\u7684\u4eba\u5de5\u540e\u671f\u7f16\u8f91\u91cf \u867d\u7136 NMT 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