Lisa Vasileva \u5728 TAUS \u62c5\u4efb\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\u3002\u4f5c\u4e3a\u963f\u59c6\u65af\u7279\u4e39\u81ea\u7531\u5927\u5b66\u4eba\u7c7b\u8bed\u8a00\u6280\u672f\uff08HLT\uff09\u4eba\u6587\u7814\u7a76\u7855\u58eb\u8bfe\u7a0b\u7684\u4e00\u90e8\u5206\uff0c\u5979\u4e8e 2020 \u5e74\u4f5c\u4e3a\u5b9e\u4e60\u751f\u52a0\u5165\u8be5\u516c\u53f8\u3002\u5979\u7684\u4e13\u4e1a\u7ffb\u8bd1\u80cc\u666f\u4ee5\u53ca\u5411\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u9886\u57df\u7684\u8f6c\u53d8\uff0c\u4e0d\u4ec5\u5de7\u5408\u5730\u53cd\u6620\u4e86 TAUS \u4ece\u7ffb\u8bd1\u8d44\u6e90\u4e2d\u5fc3\u5230\u4eca\u5929\u7684\u6570\u636e\u516c\u53f8\u7684\u53d1\u5c55\u5386\u7a0b\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u5728\u7ffb\u8bd1\u9886\u57df\u7684\u5e94\u7528\u8d8a\u6765\u8d8a\u5e7f\u6cdb\uff0c\u4e3d\u838e\u7684\u7ecf\u5386\u4e5f\u4e3a\u8bb8\u591a\u5176\u4ed6\u8bed\u8a00\u4e13\u4e1a\u4eba\u58eb\u63d0\u4f9b\u4e86\u4e00\u6761\u804c\u4e1a\u9053\u8def\u3002\u6211\u4eec\u8bf7\u4e3d\u838e\u8c08\u8c08\u5979\u7684 NLP \u4e4b\u65c5\uff0c\u66f4\u5177\u4f53\u5730\u8bf4\u8bf4\u5979\u6700\u8fd1\u5bf9 TAUS Estimate API \u6240\u505a\u7684\u8d21\u732e\u3002\u662f\u4ec0\u4e48\u8ba9\u60a8\u8fdb\u5165\u7ffb\u8bd1\u884c\u4e1a\u7684\uff1f<\/strong>\u6211\u4e00\u76f4\u5f88\u559c\u6b22\u5b66\u4e60\u5916\u8bed\uff0c\u56e0\u6b64\u6211\u51b3\u5b9a\u5b66\u4e60\u8bed\u8a00\u5b66\u5e76\u4e3b\u4fee\u7ffb\u8bd1\u7814\u7a76\uff0c\u56e0\u4e3a\u8fd9\u4f3c\u4e4e\u5f88\u597d\u5730\u5e94\u7528\u4e86\u6211\u7684\u5174\u8da3\u548c\u80fd\u529b\u3002\u6bd5\u4e1a\u540e\uff0c\u6211\u52a0\u5165\u4e86\u4e00\u5bb6\u672c\u5730\u5316\u516c\u53f8\uff0c\u4ece\u89c1\u4e60\u7ffb\u8bd1\u505a\u8d77\uff0c\u4e00\u76f4\u505a\u5230\u4e3b\u7b14\u7ffb\u8bd1\u548c\u5ba1\u6821\u3002\u6211\u8ba4\u4e3a\u8fd9\u4e2a\u9009\u62e9\u786e\u5b9e\u662f\u4e00\u4e2a\u9002\u5408\u6211\u7684\u804c\u4e1a–\u6211\u559c\u6b22\u7ffb\u8bd1\uff0c\u5728\u51b3\u5b9a\u63a2\u7d22\u5176\u4ed6\u804c\u4e1a\u673a\u4f1a\u4e4b\u524d\uff0c\u6211\u5728\u8fd9\u4e2a\u884c\u4e1a\u5de5\u4f5c\u4e86\u8fd1 6 \u5e74\u3002\u662f\u4ec0\u4e48\u4fc3\u4f7f\u60a8\u51b3\u5b9a\u5728\u963f\u59c6\u65af\u7279\u4e39 VU \u5b66\u4e60\u4eba\u7c7b\u8bed\u8a00\u6280\u672f\uff1f<\/strong>\u5728\u6211\u7684\u7ffb\u8bd1\u5de5\u4f5c\u4e2d\uff0c\u6211\u4ece\u53e6\u4e00\u4e2a\u89d2\u5ea6\u4e86\u89e3\u4e86\u673a\u5668\u7ffb\u8bd1\uff08MT\uff09\uff1a\u6211\u4e0d\u4ec5\u662f\u4e00\u540d\u7528\u6237\u548c\u6d88\u8d39\u8005\uff0c\u4e5f\u662f\u4e00\u540d\u8bc4\u4f30\u8005\u548c\u8bd1\u540e\u7f16\u8f91\u3002\u8fd9\u6bb5\u7ecf\u5386\u8ba9\u6211\u66f4\u6df1\u5165\u5730\u4e86\u89e3\u4e86 MT \u5f15\u64ce\u662f\u5982\u4f55\u6784\u5efa\u548c\u6539\u8fdb\u7684\uff0c\u5e76\u5c06\u6211\u5e26\u5165\u4e86\u66f4\u5e7f\u9614\u7684 NLP \u9886\u57df\u3002\u6b64\u540e\u6211\u5f00\u59cb\u8003\u8651\u4ece\u4e8b NLP \u65b9\u9762\u7684\u5de5\u4f5c\uff0c\u4f46\u5e38\u5e38\u89c9\u5f97\u8fd9\u4e2a\u9886\u57df\u7684\u5de5\u4f5c\u4e0e\u6211\u7684\u80cc\u666f\u4e0d\u7b26\u3002\u5f17\u5409\u5c3c\u4e9a\u5927\u5b66\u7684\u4eba\u7c7b\u8bed\u8a00\u6280\u672f\uff08 HLT\uff09 \u7855\u58eb\u8bfe\u7a0b\u5f00\u8bbe\u4e86 NLP \u8bfe\u7a0b\uff0c\u6b22\u8fce\u6709\u8bed\u8a00\u5b66\u80cc\u666f\u7684\u4eba\u62a5\u8bfb–\u8fd9\u5bf9\u6211\u6765\u8bf4\u4f3c\u4e4e\u662f\u6700\u5408\u9002\uff08\u5373\u4f7f\u4e0d\u662f\u5b8c\u7f8e\uff09\u7684\u7ec4\u5408\uff0c\u6240\u4ee5\u6211\u7533\u8bf7\u4e86\u3002\u60a8\u662f\u5982\u4f55\u627e\u5230 TAUS \u7684\uff1f\u8ddf\u6211\u4eec\u8bb2\u8bb2\u60a8\u7684\u5b9e\u4e60\u4e3b\u9898\u548c\u7ecf\u5386\u3002<\/strong>TAUS \u53c2\u52a0\u4e86\u4e3a HLT \u9879\u76ee\u5b66\u751f\u4e3e\u529e\u7684\u5e74\u5ea6\u89c1\u9762\u4f1a\u3002\u5728\u8be5\u6d3b\u52a8\u4e2d\uff0c\u4f01\u4e1a\u524d\u6765\u4ecb\u7ecd\u5b9e\u4e60\u548c\u5c31\u4e1a\u673a\u4f1a\uff0c\u800c\u5b66\u751f\u5219\u4e86\u89e3\u672a\u6765\u7684\u5de5\u4f5c\u548c\u7d27\u7f3a\u7684\u5de5\u4f5c\u6982\u51b5\u3002TAUS \u770b\u8d77\u6765\u662f\u5c06\u6211\u5728\u7ffb\u8bd1\u65b9\u9762\u7684\u7ecf\u9a8c\u548c\u6211\u5728 NLP \u65b9\u9762\u7684\u65b0\u6280\u80fd\u7ed3\u5408\u8d77\u6765\u7684\u597d\u5730\u65b9\uff0c\u56e0\u4e3a\u4ed6\u4eec\u6b63\u5728\u901a\u8fc7\u4f7f\u7528\u66f4\u597d\u7684\u6570\u636e\u548c\u6570\u636e\u89e3\u51b3\u65b9\u6848\u5e2e\u52a9\u516c\u53f8\u6539\u8fdb MT \u5f15\u64ce\u3002\u6211\u7684\u5b9e\u4e60\u9879\u76ee\u662f\u5728\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\uff08 NMT\uff09 \u6846\u67b6\u4e0b\u81ea\u52a8\u68c0\u6d4b\u673a\u5668\u751f\u6210\u548c\u4eba\u5de5\u751f\u6210\u7684\u6587\u672c\uff0c\u867d\u7136\u4e0e\u516c\u53f8\u4e1a\u52a1\u65e0\u5173\uff0c\u4f46\u6211\u8ba4\u8bc6\u4e86\u516c\u53f8\u56e2\u961f\uff0c\u4e86\u89e3\u4e86\u4ed6\u4eec\u7684\u4e1a\u52a1\u6d3b\u52a8\u548c\u76ee\u6807\uff0c\u6240\u4ee5\u5f53\u516c\u53f8\u63d0\u51fa\u8ba9\u6211\u5728\u5b9e\u4e60\u7ed3\u675f\u540e\u5168\u804c\u5de5\u4f5c\u65f6\uff0c\u6211\u5f88\u9ad8\u5174\u5730\u7559\u4e86\u4e0b\u6765\u3002\u60a8\u76ee\u524d\u5728 TAUS \u62c5\u4efb\u4ec0\u4e48\u804c\u52a1\uff1f\u8bf7\u4ecb\u7ecd\u4e00\u4e0b\u60a8\u6700\u8fd1\u53c2\u4e0e\u7684\u4e00\u4e9b\u9879\u76ee\u3002<\/strong>\u6211\u662f\u4e00\u540d\u673a\u5668\u5b66\u4e60\u5de5\u7a0b\u5e08\uff0c\u8d1f\u8d23\u4e3a\u5185\u90e8\u5e94\u7528\u548c\u9762\u5411\u5ba2\u6237\u7684\u9879\u76ee\u6784\u5efa\u4ee5 \u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09 \u4e3a\u91cd\u70b9\u7684\u89e3\u51b3\u65b9\u6848\u3002\u6700\u8fd1\uff0c\u6211\u53c2\u4e0e\u4e86\u673a\u5668\u7ffb\u8bd1\u8d28\u91cf\u8bc4\u4f30 (MTQE) \u4ea7\u54c1\u7684\u5f00\u53d1\uff0c\u6211\u975e\u5e38\u559c\u6b22\u8fd9\u9879\u5de5\u4f5c\u3002MTQE \u7cfb\u7edf\u6bcf\u5e74\u90fd\u5728\u4e0d\u65ad\u6539\u8fdb\uff0cWMT \u8d28\u91cf\u8bc4\u4f30\u5171\u4eab\u4efb\u52a1<\/a>\u7684\u6210\u679c\u5c31\u662f\u8bc1\u660e\u3002\u7136\u800c\uff0c\u5728\u6027\u80fd\u4e0d\u65ad\u63d0\u9ad8\u7684\u540c\u65f6\uff0c\u7cfb\u7edf\u4e5f\u53d8\u5f97\u8d8a\u6765\u8d8a\u590d\u6742\uff0c\u53ef\u89e3\u91ca\u6027\u4e5f\u8d8a\u6765\u8d8a\u4f4e\u3002\u73b0\u5728\uff0c\u8d28\u91cf\u9884\u6d4b\u8d8a\u6765\u8d8a\u51c6\u786e\uff0c\u4e1a\u754c\u4f3c\u4e4e\u9700\u8981\u66f4\u597d\u5730\u4e86\u89e3\u9884\u6d4b\u80cc\u540e\u7684\u539f\u56e0\uff1a\u54ea\u4e9b\u65b9\u9762\u4f1a\u5bfc\u81f4\u8f83\u4f4e\u7684\u8bc4\u5206\uff1f\u600e\u6837\u624d\u80fd\u83b7\u5f97\u66f4\u9ad8\u7684\u5206\u6570\uff1f\u6211\u4e0e TAUS \u66f4\u5e7f\u6cdb\u7684\u5de5\u7a0b\u548c\u6570\u636e\u56e2\u961f\u4e00\u8d77\uff0c\u4e00\u76f4\u5728\u7814\u7a76\u5982\u4f55\u901a\u8fc7\u5728 MTQE \u9884\u6d4b\u4e2d\u6dfb\u52a0\u73bb\u7483\u7bb1\u529f\u80fd\uff0c\u4f7f MTQE \u7684\u5de5\u4f5c\u673a\u5236\u66f4\u6613\u4e8e\u89e3\u91ca\u3002\u5176\u4e2d\u4e00\u4e2a\u529f\u80fd\u662f\u63ed\u793a MT \u8f93\u51fa\u662f\u5426\u5728\u8bed\u6cd5\u3001\u6d41\u7545\u6027\u6216\u5176\u4ed6\u8bed\u8a00\u65b9\u9762\u5b58\u5728\u4e0d\u8db3\u3002\u76ee\u524d\uff0c\u8be5\u529f\u80fd\u4f5c\u4e3a MTQE \u7684\u8865\u5145\u6307\u6807 – LinguisticQE \u63d0\u4f9b\u3002\u8fd9\u662f\u4e00\u4e2a\u5355\u72ec\u7684\u5206\u6570\uff0c\u65e8\u5728\u8bc4\u4f30 MT \u8f93\u51fa\u662f\u5426\u8bed\u6cd5\u6b63\u786e\u3001\u6d41\u7545\u548c\u81ea\u7136\u3002\u76ee\u524d\uff0c\u5b83\u9002\u7528\u4e8e\u90e8\u5206\u8bed\u8a00\u5bf9\uff0c\u6211\u4eec\u6b63\u5728\u52aa\u529b\u6269\u5927\u8bed\u8a00\u8986\u76d6\u8303\u56f4\uff0c\u5e76\u5c06\u5176\u7eb3\u5165\u6211\u4eec\u7684\u901a\u7528 MTQE \u4ea7\u54c1\u4e2d\u3002\u4f5c\u4e3a\u4e00\u540d\u673a\u5668\u5b66\u4e60\uff08 ML\uff09 \u5de5\u7a0b\u5e08\uff0c\u60a8\u5bf9\u65b0\u804c\u4e1a\u7684\u54ea\u4e9b\u65b9\u9762\u611f\u5230\u7279\u522b\u5174\u594b\uff1f<\/strong>\u5728\u66f4\u9ad8\u7684\u5c42\u9762\u4e0a\uff0cNLP \u6280\u672f\u80fd\u591f\u4ee5\u4e00\u79cd\u6709\u610f\u4e49\u7684\u65b9\u5f0f\u89e3\u51b3\u8bb8\u591a\u95ee\u9898\u548c\u6311\u6218\uff0c\u8fd9\u8ba9\u6211\u611f\u5230\u975e\u5e38\u5174\u594b\u548c\u6fc0\u52a8\u3002NLP \u5de5\u5177\u548c\u6280\u672f\u4e3a\u8bb8\u591a\u5e94\u7528\u63d0\u4f9b\u4e86\u52a8\u529b\uff0c\u5176\u4e2d\u65e2\u6709 “\u76f4\u63a5 “\u884d\u751f\u7684\u5e94\u7528\uff0c\u5982\u81ea\u52a8\u5b8c\u6210\u3001\u62fc\u5199\u7ea0\u6b63\u548c\u5199\u4f5c\u5de5\u5177\uff0c\u4e5f\u6709\u95f4\u63a5\u5e94\u7528\uff0c\u5982\u504f\u89c1\u68c0\u6d4b\u548c\u7f13\u89e3\u3001\u4e8b\u5b9e\u6838\u67e5\u548c\u4ec7\u6068\u8a00\u8bba\u68c0\u6d4b\u3002\u5728 TAUS \u7684\u5de5\u4f5c\u4e2d\uff0c\u6211\u53ef\u4ee5\u770b\u5230\u6211\u4eec\u5982\u4f55\u901a\u8fc7 MTQE \u89e3\u51b3\u65b9\u6848\u548c\u9886\u57df\u9002\u5e94\u6027\u7684\u4e0d\u65ad\u6539\u8fdb\u4f7f\u673a\u5668\u7ffb\u8bd1\u66f4\u52a0\u53ef\u9760\uff0c\u4ece\u800c\u7ee7\u7eed\u4f7f\u673a\u5668\u7ffb\u8bd1\u66f4\u597d\u3001\u66f4\u5bb9\u6613\u4e3a\u516c\u53f8\u548c\u4e2a\u4eba\u6240\u7528\u3002\u73b0\u5728\uff0c\u5728\u7ffb\u8bd1\u9886\u57df\uff0c\u4eba\u673a\u5bf9\u8bdd\u662f\u4e2a\u5927\u95ee\u9898\u3002\u60a8\u5982\u4f55\u770b\u5f85\u4eba\u7c7b\u7ffb\u8bd1\u7684\u672a\u6765\uff1f<\/strong>\u8fd9\u4e2a\u95ee\u9898\u5f88\u96be\u56de\u7b54\uff01\u5c3d\u7ba1 MT \u5728\u8fc7\u53bb 10 \u5e74\u4e2d\u53d6\u5f97\u4e86\u60ca\u4eba\u7684\u8fdb\u6b65\uff0c\u4f46\u6211\u8ba4\u4e3a\u7ffb\u8bd1\u4f5c\u4e3a\u4e00\u79cd\u804c\u4e1a\u4e0d\u4f1a\u5f88\u5feb\u6d88\u5931\u3002\u6211\u751a\u81f3\u53ef\u4ee5\u5927\u80c6\u5730\u8bf4\uff0c\u53ea\u6709\u5f53\u6211\u4eec\u8fbe\u5230\u771f\u6b63\u7684\u901a\u7528\u4eba\u5de5\u667a\u80fd\u65f6\uff0cMT \u624d\u80fd\u5b8c\u5168\u53d6\u4ee3\u4eba\u7c7b\u7ffb\u8bd1\u3002(\u793e\u4f1a\u4e0a\u6709\u4e9b\u4eba\u8ba4\u4e3a\uff0c\u5982\u679c\u6211\u4eec\u4e0d\u5c0f\u5fc3\u7684\u8bdd\uff0c\u8fd9\u79cd\u60c5\u51b5\u53ef\u80fd\u5f88\u5feb\u5c31\u4f1a\u53d1\u751f\uff01\uff09\u3002\u8fd9\u542c\u8d77\u6765\u53ef\u80fd\u4e0e\u6211\u4e4b\u524d\u8bf4\u8fc7\u7684\u8bdd\u6709\u77db\u76fe\uff0c\u6240\u4ee5\u6211\u60f3\u5f3a\u8c03\u4e00\u4e0b\uff1aMT \u548c NLP \u7684\u8fdb\u6b65\u5728\u5f88\u591a\u65b9\u9762\u7b80\u5316\u4e86\u7ffb\u8bd1\u5de5\u4f5c\u3002\u5728\u6211\u770b\u6765\uff0c\u8bd1\u5458\u53ef\u4ee5\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\uff0c\u5c06\u66f4\u591a\u65f6\u95f4\u82b1\u5728\u771f\u6b63\u6709\u521b\u9020\u6027\u7684\u5de5\u4f5c\u4e0a\uff0c\u51cf\u5c11\u82b1\u5728 “\u65e0\u804a 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\u7f16\u8f91\uff1a\u80e1\u8dc3<\/p>\n<\/section>\n<\/section>\n

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