\u5c3d\u7ba1\u673a\u5668\u7ffb\u8bd1\uff08MT\uff09\u7684\u8d28\u91cf\u5df2\u53d6\u5f97\u663e\u8457\u8fdb\u6b65\uff0c\u4f46\u6027\u522b\u504f\u89c1\u7684\u95ee\u9898\u4ecd\u6709\u5f85\u89e3\u51b3<\/strong><\/span>\u3002\u7531\u4e8e\u8bad\u7ec3\u6570\u636e\u4e2d\u5b58\u5728\u504f\u5dee\uff0c\u81ea\u52a8\u7ffb\u8bd1\u7cfb\u7edf\u5f80\u5f80\u4f1a\u51fa\u73b0\u6027\u522b\u9519\u8bef<\/span><\/strong>\u3002<\/p>\n

\u96b6\u5c5e\u4e8e\u5fae\u8f6f\u7684Ranjita Naik\u3001Spencer Rarrick\u4e0eVishal Chowdhary\u57282023\u5e7411\u670827\u65e5\u53d1\u8868\u7684\u4e00\u7bc7\u8bba\u6587\u4e2d\u5f3a\u8c03\uff0c\u8fd9\u4e9b\u590d\u6742\u7684\u7ffb\u8bd1\u7cfb\u7edf\u5f80\u5f80\u4f1a\u53d7\u5230\u8bad\u7ec3\u6570\u636e\u4e2d\u56fa\u6709\u7684\u793e\u4f1a\u504f\u89c1\u5f71\u54cd\uff0c\u751a\u81f3\u52a0\u91cd\u8fd9\u79cd\u5f71\u54cd<\/span><\/strong>\u3002<\/p>\n

\u57282023\u5e7411\u670830\u65e5\u53d1\u8868\u7684\u53e6\u4e00\u7bc7\u8bba\u6587\u4e2d\uff0c\u6765\u81ea\u80af\u4f69\u4f26\u667a\u80fd\u6280\u672f\u7814\u7a76\u6240\uff08Kempelen Institute of Intelligent Technologies\uff09\u7684\u7814\u7a76\u4eba\u5458Mat\u00fa\u0161 Pikuliak\u3001Andrea Hrckova\u3001Stefan Oresko\u548cMari\u00e1n \u0160imko\u5f3a\u8c03\uff0c\u8fd9\u4e9b\u504f\u89c1\u4e0d\u4ec5\u4f1a\u7ed9\u4e2a\u4eba\u7528\u6237\u5e26\u6765\u6f5c\u5728\u95ee\u9898\uff0c\u8fd8\u4f1a\u5f71\u54cd\u4f7f\u7528\u8fd9\u4e9b\u7ffb\u8bd1\u7684\u4e0b\u6e38\u7cfb\u7edf<\/span><\/strong>\u3002\u4ed6\u4eec\u89e3\u91ca\u9053\uff1a\u201c\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u4f7f\u7528\u6709\u504f\u89c1\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf\u6240\u8f6c\u6362\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\uff0c\u53ef\u80fd\u4f1a\u5b66\u4e60\u8fd9\u4e9b\u673a\u5668\u7ffb\u8bd1\u5e26\u6709\u7684\u504f\u89c1\uff0c\u5373\u4f7f\u6e90\u6570\u636e\u4e2d\u5e76\u4e0d\u5b58\u5728\u8fd9\u6837\u7684\u504f\u89c1\u3002\u201d<\/p>\n

\u4f5c\u8005\u5c06\u8fd9\u4e9b\u504f\u89c1\u5f52\u56e0\u4e8e\u6027\u522b\u523b\u677f\u5370\u8c61<\/span><\/strong>\uff0c\u5f3a\u8c03\u5bf9\u523b\u677f\u5370\u8c61\u8fdb\u884c\u5b9a\u4e49\u5e76\u52a0\u4ee5\u7406\u89e3\u7684\u91cd\u8981\u6027\u3002\u76ae\u5e93\u5229\u4e9a\u514b\uff08Pikuliak\uff09\u3001\u8d6b\u5c14\u79d1\u5a03\uff08Hrckova\uff09\u3001\u5965\u96f7\u65af\u79d1\uff08Oresko\uff09\u548c\u5e0c\u59c6\u79d1\uff08\u0160imko\uff09\u5f3a\u8c03\uff0c\u4e16\u754c\u5404\u5730\u5b58\u5728\u4f17\u591a\u4e0d\u540c\u6587\u5316\u7684\u6027\u522b\u523b\u677f\u5370\u8c61\uff0c\u5e76\u6307\u51fa\u4ee5\u524d\u7684\u4f17\u591a\u7814\u7a76\u6709\u6240\u758f\u5ffd\uff0c\u628a\u523b\u677f\u5370\u8c61\u4f5c\u4e3a\u5355\u6570\u5b9e\u4f53\u95ee\u9898<\/span><\/strong>\u52a0\u4ee5\u5bf9\u5f85\u3002\u4ed6\u4eec\u8bf4\uff1a\u201c\u4ee5\u524d\u7684\u8bb8\u591a\u8bd1\u4f5c\u90fd\u6ca1\u6709\u8003\u8651\u5230\u8fd9\u4e00\u70b9\uff0c\u800c\u4e14\u628a\u523b\u677f\u5370\u8c61\u8fd9\u4ef6\u4e8b\u5f53\u4f5c\u5355\u6570\u5b9e\u4f53\u6765\u5904\u7406\u3002\u201d<\/p>\n

\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0cKempelen\u7814\u7a76\u56e2\u961f\u91c7\u7528\u4e86\u4e00\u79cd\u66f4\u7cbe\u7ec6\u5316\u7684\u65b9\u6cd5\u6765\u7814\u7a76\u201c\u6a21\u578b\u5177\u4f53\u5b66\u5230\u4e86\u54ea\u4e9b\u523b\u677f\u5370\u8c61\u4ee5\u53ca\u8fd9\u4e9b\u523b\u677f\u5370\u8c61\u4ea7\u751f\u4e86\u591a\u5927\u5f71\u54cd\u201d\uff0c\u4ed6\u4eec\u8fd8\u53d1\u5e03\u4e86GEST<\/span><\/strong>\uff0c\u8fd9\u662f\u7528\u4e8e\u8861\u91cf\u201c\u82f1\u8bed\u8bd1\u4e3a\u67d0\u8bed\u8a00\uff08X\uff09\u201d\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf\u4e2d\u7684\u6027\u522b\u523b\u677f\u5370\u8c61\u7684\u4e00\u4e2a\u65b0\u7684\u6570\u636e\u96c6\u3002<\/p>\n<\/section>\n

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\u4fef\u62fe\u7686\u662f\u7684\u201c\u7537\u6027\u5316\u201d\u73b0\u8c61<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u7814\u7a76\u4eba\u5458\u4f7f\u7528GEST\u8bc4\u4f30\u4e86Amazon Translate\u3001DeepL\u3001Google Translate\u548cNLLB200\uff0c\u63ed\u793a\u4e86\u201c\u7537\u6027\u5316\u201d\u73b0\u8c61\u7684\u666e\u904d\u6027<\/span><\/strong>\uff0cAmazon Translate\u88ab\u8ba4\u4e3a\u662f\u201c\u6700\u7537\u6027\u5316\u7684\u7ffb\u8bd1\u7cfb\u7edf\u201d<\/span><\/strong><\/span>\uff0c\u5176\u6b21\u662fGoogle Translate<\/span><\/strong>\u3002<\/p>\n

\u4ed6\u4eec\u8fd8\u89c2\u5bdf\u5230\u8fd9\u4e9b\u7cfb\u7edf\u4e2d\u5b58\u5728\u7c7b\u4f3c\u7684\u6027\u522b\u523b\u677f\u5316\u503e\u5411<\/span><\/strong>\uff0c\u8fd9\u8868\u660e\u5b83\u4eec\u53ef\u80fd\u662f\u4ece\u201c\u6781\u76f8\u4f3c\u7684\u6027\u522b\u504f\u89c1\u6e90\u201d\u4e2d\u5b66\u4e60\u5230\u7684\u3002\u4f5c\u8005\u8868\u793a\uff0c\u8fd9\u4e9b\u7ffb\u8bd1\u7cfb\u7edf\u201c\u8ba4\u4e3a\u201d\u5973\u6027\u96c6\u7f8e\u4e3d\u3001\u6574\u6d01\u3001\u52e4\u594b\u4e8e\u4e00\u8eab\uff0c\u800c\u7537\u6027\u5219\u4ee3\u8868\u9886\u5bfc\u8005\u3001\u4e13\u4e1a\u3001\u7c97\u72b7\u4ee5\u53ca\u5f3a\u786c\u3002<\/p>\n

\u901a\u8fc7\u66f4\u7ec6\u81f4\u5730\u7814\u7a76\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf\u7684\u884c\u4e3a\uff0c\u4f5c\u8005\u5efa\u8bae\u91c7\u53d6\u6709\u9488\u5bf9\u6027\u7684\u65b9\u6cd5\u6765\u89e3\u51b3\u5177\u4f53\u95ee\u9898\uff0c\u4f8b\u5982\u9632\u6b62\u6a21\u578b\u5bf9\u5973\u6027\u8fdb\u884c\u6027\u5316<\/span><\/strong>\u3002\u4ed6\u4eec\u8bf4\uff1a\u201c\u76f8\u6bd4\u4e8e\u89c6\u6027\u522b\u504f\u89c1\u4e3a\u4e00\u4e2a\u5b8f\u5927\u800c\u6a21\u7cca\u7684\u95ee\u9898\uff0c\u4e0a\u8ff0\u65b9\u6cd5\u66f4\u6613\u64cd\u4f5c\u3002\u201d<\/p>\n<\/section>\n<\/section>\n

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\u89e3\u51b3\u6027\u522b\u504f\u89c1<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u5fae\u8f6f\u7684\u7814\u7a76\u4eba\u5458\u7740\u773c\u4e8e\u8bc4\u4f30\u5e76\u89e3\u51b3\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf\u4e2d\u7684\u6027\u522b\u504f\u89c1\u95ee\u9898\u3002\u4ed6\u4eec\u5f3a\u8c03\uff0c\u673a\u5668\u7ffb\u8bd1\u4e2d\u7684\u6027\u522b\u504f\u89c1\u95ee\u9898\u4e0d\u4ec5\u4f53\u73b0\u5728\u6027\u522b\u6a21\u7cca\u7684\u53e5\u5b50\u4e0a<\/span><\/strong>\uff0c\u8fd8\u5305\u62ec\u53ef\u4ee5\u4ece\u4e0a\u4e0b\u6587\u63a8\u65ad\u6027\u522b\u7684\u60c5\u51b5\uff0c\u7136\u800c\u673a\u7ffb\u8bd1\u6587\u4e0e\u6e90\u6587\u672c\u4e2d\u7684\u6027\u522b\u4fe1\u606f\u5374\u81ea\u76f8\u77db\u76fe<\/span><\/strong>\u3002<\/p>\n

\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u4ed6\u4eec\u63d0\u51fa\u4f7f\u7528\u4ece\u8bad\u7ec3\u8bed\u6599\u5e93\u4e2d\u6d3e\u751f\u7684\u201c\u6027\u522b\u5e73\u8861\u57df\u5185\u6570\u636e\u96c6\u201d<\/span><\/strong>\u5bf9\u57fa\u672c\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\uff0c\u5e76\u5f15\u5165\u4e86\u4e00\u79cd\u5229\u7528<\/span><\/strong>\u53cd\u4e8b\u5b9e\u6570\u636e<\/span><\/strong><\/span>\u751f\u6210\u65b9\u6cd5\u7684\u65b0\u578b<\/span><\/strong>\u57df\u81ea\u9002\u5e94\u6280\u672f<\/span><\/strong><\/span>\u3002<\/p>\n

\u8fd9\u4e2a\u8fc7\u7a0b\u6d89\u53ca\u4ece\u57fa\u672c\u6a21\u578b\u8bad\u7ec3\u8bed\u6599\u5e93\u4e2d\u9009\u62e9\u4e0e\u6027\u522b\u76f8\u5173\u7684\u8bed\u53e5\uff0c\u5e76\u901a\u8fc7\u521b\u5efa\u6027\u522b\u4e92\u6362\u7248\u672c\u751f\u6210\u53cd\u4e8b\u5b9e\uff0c\u7279\u522b\u5173\u6ce8\u5305\u542b\u4e13\u4e1a\u540d\u8bcd\u9633\u6027\u6216\u9634\u6027\u5f62\u5f0f\u7684\u8bed\u53e5\u3002<\/p>\n

\u4f5c\u8005\u5f3a\u8c03\u4e86\u5176\u65b9\u6cd5\u7684\u4f18\u52bf\uff0c\u6307\u51fa\u5b83\u4f9d\u8d56\u4e8e\u57df\u5185\u8bad\u7ec3\u8bed\u6599\u5e93\u7684\u4e00\u4e2a\u5b50\u96c6\u5bf9\u6570\u636e\u751f\u6210\u8fdb\u884c\u5fae\u8c03\uff0c\u4ee5\u907f\u514d\u5728\u57df\u9002\u5e94\u8fc7\u7a0b\u4e2d\u51fa\u73b0\u707e\u96be\u6027\u9057\u5fd8\u3002\u4ed6\u4eec\u5f3a\u8c03\u5176\u672c\u8d28\u4ee5\u6570\u636e\u4e3a\u4e2d\u5fc3\uff0c\u4e0d\u9700\u8981\u4fee\u6539\u8bad\u7ec3\u76ee\u6807\uff0c\u4e5f\u4e0d\u9700\u8981\u989d\u5916\u7684\u89e3\u7801\u6a21\u578b\u3002\u6b64\u5916\uff0c\u4ed6\u4eec\u5f3a\u8c03\u5229\u7528\u53cd\u4e8b\u5b9e\u6570\u636e\u751f\u6210\u6280\u672f\uff0c\u5728\u6a21\u578b\u8bad\u7ec3\u671f\u95f4\u63d0\u4f9b\u52a8\u6001\u3001\u591a\u6837\u5316\u7684\u6570\u636e\u96c6\u3002<\/p>\n<\/section>\n<\/section>\n

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\u4f7f\u7528\u4e3a\u4e13\u4e1a\u8bcd\u6c47\u91cf\u8eab\u5b9a\u5236\u7684WinoMT\u6d4b\u8bd5\u96c6\u8bc4\u4f30<\/span><\/strong><\/span>\u8fd9\u79cd\u65b9\u6cd5\uff0c\u7ed3\u679c\u8868\u660e\uff0c\u610f\u5927\u5229\u8bed\u3001\u897f\u73ed\u7259\u8bed\u548c\u6cd5\u8bed<\/span><\/strong>\u7684\u7ffb\u8bd1\u51c6\u786e\u6027\u5f97\u5230\u4e86\u663e\u8457\u63d0\u9ad8\u3002<\/p>\n

\u4ed6\u4eec\u8bf4\uff1a\u201c\u6211\u4eec\u6bd4\u610f\u5927\u5229\u8bed\u3001\u897f\u73ed\u7259\u8bed\u548c\u6cd5\u8bed\u7684\u57fa\u7ebf\u51c6\u786e\u7387\u5206\u522b\u63d0\u9ad8\u4e8619%\u300123%\u548c21.6%[\u2026]\uff0c\u603b\u4f53\u7ffb\u8bd1\u8d28\u91cf\u4fdd\u6301\u5e73\u7a33\u3002\u201d<\/p>\n

\u4f5c\u8005\u6700\u540e\u5f3a\u8c03\u4e86\u672a\u6765\u5de5\u4f5c\u7684\u6f5c\u5728\u65b9\u5411\uff0c\u5305\u62ec\u6269\u5c55\u6280\u672f\u4ee5\u89e3\u51b3\u975e\u4e8c\u5143\u6027\u522b\u95ee\u9898\uff0c\u4ee5\u53ca\u6539\u5584\u5bf9\u6d89\u53ca\u591a\u4eba\u7684\u590d\u6742\u53e5\u5b50\u7684\u5904\u7406\uff0c\u201c\u4e0d\u540c\u7684\u5b9e\u4f53\u5728\u6765\u6e90\u548c\u76ee\u6807\u4e2d\u8fdb\u884c\u6027\u522b\u4e92\u6362\u3002\u201d<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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\u597d\u5566\uff01\u672c\u671f\u5185\u5bb9\u5c31\u5230\u8fd9\u91cc\u4e86\u611f\u89c9\u53c8\u5b66\u5230\u4e86\u4e0d\u5c11\u5462\uff01<\/span><\/span>\u656c\u8bf7\u671f\u5f85\u540e\u7eed\u5185\u5bb9\u5427~<\/p>\n<\/section>\n

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\u7279\u522b\u8bf4\u660e\uff1a\u672c\u6587\u5185\u5bb9\u9009\u81eaSlator\u5b98\u7f51\uff0c\u4ec5\u4f9b\u5b66\u4e60\u4ea4\u6d41\u4f7f\u7528\uff0c\u5982\u6709\u4fb5\u6743\u8bf7\u540e\u53f0\u8054\u7cfb\u5c0f\u7f16\u5220\u9664<\/span>\u3002<\/span><\/section>\n<\/blockquote>\n

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