\u5bf9\u4e8e\u5e0c\u671b\u5728\u5168\u7403\u8303\u56f4\u5185\u62d3\u5c55\u4e1a\u52a1\u8303\u56f4\u7684\u4f01\u4e1a\u6765\u8bf4\uff0c\u8de8\u8bed\u8a00\u7684\u6709\u6548\u6c9f\u901a\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u66f4\u4e3a\u91cd\u8981\u3002\u7136\u800c\uff0c\u4ed6\u4eec\u9762\u4e34\u7684\u6311\u6218\u662f\u514b\u670d\u8bed\u8a00\u969c\u788d\uff0c\u540c\u65f6\u4fdd\u6301\u9ad8\u8d28\u91cf\u3001\u4e0e\u6587\u5316\u76f8\u5173\u7684\u5185\u5bb9\u3002\u8fd9\u5c31\u662f\u4eba\u5de5\u667a\u80fd\u53d1\u6325\u4f5c\u7528\u7684\u5730\u65b9\uff0c\u5b83\u5f7b\u5e95\u6539\u53d8\u4e86\u7ffb\u8bd1\u884c\u4e1a\uff0c\u4f7f\u516c\u53f8\u66f4\u5bb9\u6613\u5f25\u5408\u8bed\u8a00\u9e3f\u6c9f\u3002<\/p>\n

\u7ee7\u7eed\u9605\u8bfb\uff0c\u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1\u8f6f\u4ef6\u5982\u4f55\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\u5e76\u6700\u5927\u5316\u60a8\u7ffb\u8bd1\u7684\u6295\u8d44\u56de\u62a5\u7387\u3002\u6211\u4eec\u5c06\u63a2\u8ba8\u4ec0\u4e48\u662f\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1\u6280\u672f\uff0c\u5b83\u5728\u672c\u5730\u5316\u8fc7\u7a0b\u4e2d\u7684\u5404\u79cd\u5e94\u7528\uff0c\u4ee5\u53ca\u5982\u4f55\u6253\u7834\u8bed\u8a00\u969c\u788d\uff0c\u52a0\u5f3a\u5168\u7403\u6c9f\u901a\u3002<\/p>\n

\u4ec0\u4e48\u662fAI\u7ffb\u8bd1\uff1f<\/h2>\n
\u5f53\u4f60\u542c\u5230\u201cAI\u7ffb\u8bd1\u201d\u8fd9\u4e2a\u8bcd\u65f6\uff0c\u4f1a\u60f3\u5230\u4ec0\u4e48\uff1f\u5982\u679c\u673a\u5668\u7ffb\u8bd1<\/a> (MT) \u505a\u5230\u4e86\uff0c\u60a8\u5c31\u8d70\u5728\u4e86\u6b63\u786e\u7684\u8f68\u9053\u4e0a\u3002<\/p>\n
AI\u9a71\u52a8\u7684\u7ffb\u8bd1\u8fd8\u5305\u62ec\u5927\u578b\u8bed\u8a00\u6a21\u578b(LLM)\u548c\u5404\u79cd\u5176\u4ed6\u673a\u5668\u5b66\u4e60\u3001\u6df1\u5ea6\u5b66\u4e60\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406(NLP)\u6280\u672f\u3002<\/p>\n
\u56e0\u6b64\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u6574\u4e2a\u7ffb\u8bd1\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u90fd\u6709\u5e94\u7528\uff0c\u65e0\u8bba\u662f\u5728\u7ffb\u8bd1\u9636\u6bb5\u4e4b\u524d\u8fd8\u662f\u4e4b\u540e\u3002
\n $\"AIHT\u5de5\u4f5c\u6d41\u7a0b\"$ \u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u7ffb\u8bd1\u6d41\u7a0b(\u6765\u6e90\uff1aSmartling<\/a>)<\/em><\/p>\n

AI\u7ffb\u8bd1\u8f6f\u4ef6\u7684\u6f14\u8fdb<\/h2>\n
\u5728\u5f53\u4eca\u65f6\u4ee3\uff0c\u4eba\u5de5\u667a\u80fd\u662f\u4e00\u79cd\u5feb\u901f\u53d1\u5c55\u3001\u65e5\u65b0\u6708\u5f02\u7684\u6280\u672f\uff0c\u8fd1\u5e74\u6765\u5bf9\u7ffb\u8bd1\u8f6f\u4ef6\u7684\u53d1\u5c55\u4ea7\u751f\u4e86\u91cd\u5927\u5f71\u54cd\u3002<\/p>\n
AI \u5386\u7a0b\u7684\u91cd\u8981\u91cc\u7a0b\u7891\u5305\u62ec\uff1a<\/p>\n
\n
2017 \u5e74\u5f15\u5165\u4e86 Transformer \u67b6\u6784\uff0c\u63d0\u9ad8\u4e86\u6a21\u578b\u7406\u89e3\u4e0a\u4e0b\u6587\u7684\u80fd\u529b\uff0c\u4f7f\u5f97 Google BERT \u548c\u65e9\u671f\u7248\u672c\u7684OpenAI ChatGPT \u6210\u4e3a\u53ef\u80fd\uff0c\u540c\u65f6\u4e5f\u4e3a\u6700\u5148\u8fdb\u7684\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u63d0\u4f9b\u4e86\u52a8\u529b<\/li>\n
GPT-3 \u548c GPT-4 \u7b49\u751f\u6210\u6027\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\u7684\u5e7f\u6cdb\u4f7f\u7528<\/li>\n
\u6ce8\u610f\u673a\u5236\u7684\u4f7f\u7528\uff0c\u662f Transformer \u4f53\u7cfb\u7ed3\u6784\u7684\u4e00\u90e8\u5206\uff0c\u5b83\u5141\u8bb8\u6a21\u578b\u5728\u751f\u6210\u8f93\u51fa\u5e8f\u5217\u65f6\u5173\u6ce8\u8f93\u5165\u5e8f\u5217\u7684\u7279\u5b9a\u7ec4\u4ef6\uff0c\u5e76\u6539\u8fdb\u4e86\u6a21\u578b\u5904\u7406\u8f83\u957f\u53e5\u5b50\u7684\u65b9\u5f0f<\/li>\n
\u5f15\u5165\u591a\u8bed\u8a00\u6a21\u578b\uff0c\u5141\u8bb8\u5355\u4e2a\u6a21\u578b\u5904\u7406\u4e0d\u540c\u8bed\u8a00\u800c\u65e0\u9700\u4f7f\u7528\u67a2\u8f74\u8bed\u8a00\uff0c\u4f7f\u7ffb\u8bd1\u8f6f\u4ef6\u66f4\u5feb\u3001\u66f4\u7075\u6d3b\u3001\u66f4\u65b9\u4fbf\u8d44\u6e90<\/li>\n<\/ul>\n
\u8fd9\u4e9b\u8fdb\u6b65\u4f7f\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u7ffb\u8bd1\u670d\u52a1\u66f4\u5feb\u3001\u66f4\u51c6\u786e\u3001\u66f4\u6d41\u7545\uff0c\u901a\u5e38\u53ef\u4e0e\u4eba\u5de5\u7ffb\u8bd1\u76f8\u5ab2\u7f8e\u3002AI\u7ffb\u8bd1\u8f6f\u4ef6\u53ef\u4ee5\u5904\u7406\u66f4\u590d\u6742\u7684\u8bed\u8a00\u7ed3\u6784\uff0c\u6355\u6349\u4e0a\u4e0b\u6587\u548c\u7ec6\u5fae\u5dee\u522b\uff0c\u5e76\u4ea7\u751f\u53cd\u6620\u539f\u59cb\u98ce\u683c\u548c\u8bed\u8c03\u7684\u81ea\u7136\u58f0\u97f3\u8f93\u51fa\u3002<\/p>\n
AI\u5982\u4f55\u5e2e\u52a9\u672c\u5730\u5316\uff1f<\/h2>\n
\u4ee5\u4e0b\u662f AI\u5728\u672c\u5730\u5316<\/a>\u8fc7\u7a0b\u4e2d\u7684\u51e0\u4e2a\u7528\u4f8b\uff1a<\/p>\n
\u8bd1\u524d\u6216\u8bd1\u540e\u7f16\u8f91\u6587\u672c<\/h3>\n
LLM \u5728\u5305\u542b\u6570\u5341\u4ebf\u4e2a\u53c2\u6570\u7684\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u8bad\u7ec3\u3002\u5bf9\u4e8e \u81ea\u7136\u8bed\u8a00\u5904\u7406 \u4efb\u52a1\uff0c\u4ed6\u4eec\u80fd\u591f\u8bc6\u522b\u8bed\u8a00\u6a21\u5f0f\u548c\u8bed\u4e49\u5173\u7cfb\u3002\u8fd9\u4f7f\u5f97\u4ed6\u4eec\u80fd\u591f\u7406\u89e3\u548c\u751f\u6210\u4eba\u7c7b\u8bed\u8a00\uff0c\u8fd9\u5bf9\u4e8e\u8bd1\u524d\u6216\u8bd1\u540e\u7f16\u8f91\u90fd\u5f88\u6709\u7528\u3002<\/p>\n
\u4f8b\u5982\uff0c Smartling \u7684 AI \u7ffb\u8bd1\u5de5\u5177\u5305<\/a>\u4e3a\u7f16\u8f91\u524d\u540e\u63d0\u4f9b\u4e86\u9ad8\u7ea7\u529f\u80fd\uff0c\u663e\u8457\u63d0\u9ad8\u4e86\u7ffb\u8bd1\u8d28\u91cf\u548c\u6548\u7387\u3002\u5de5\u5177\u5305\u5305\u62ec\uff1a<\/p>\n
\n
\u7f16\u8f91\u5de5\u4f5c\u91cf\u4f30\u7b97\uff1a<\/strong>\u6b64\u529f\u80fd\u53ef\u9884\u6d4b\u7ffb\u8bd1\u9700\u8981\u591a\u5c11\u7f16\u8f91\uff0c\u6709\u52a9\u4e8e\u4f18\u5316\u5de5\u4f5c\u6d41\u7a0b\u548c\u8d44\u6e90\u5206\u914d\u3002<\/li>\n
\u6a21\u7cca\u5339\u914d\u4fee\u590d\uff1a<\/strong>\u6b64\u529f\u80fd\u81ea\u52a8\u4fee\u590d\u7ffb\u8bd1\u8bb0\u5fc6\u5e93\u4e2d\u7684\u90e8\u5206\u5339\u914d\u9879\uff0c\u51cf\u5c11\u624b\u52a8\u7f16\u8f91\u65f6\u95f4\u3002<\/li>\n
\u672f\u8bed\u8868\u63d2\u5165\uff1a<\/strong>\u8be5\u5de5\u5177\u5305\u901a\u8fc7\u5728\u6b63\u786e\u7684\u4e0a\u4e0b\u6587\u4e2d\u81ea\u52a8\u63d2\u5165\u672f\u8bed\u8868\uff0c\u786e\u4fdd\u672f\u8bed\u4f7f\u7528\u7684\u4e00\u81f4\u6027\u548c\u8bed\u6cd5\u6b63\u786e\u6027\u3002<\/li>\n
\u683c\u5f0f\u767b\u8bb0\uff1a<\/strong>\u6b64\u529f\u80fd\u5141\u8bb8\u7528\u6237\u8c03\u6574\u7ffb\u8bd1\u5f62\u5f0f\uff0c\u4ee5\u7b26\u5408\u516c\u53f8\u7684\u8bed\u6c14\u504f\u597d\u3002<\/li>\n<\/ul>\n
\u5185\u5bb9\u7ffb\u8bd1<\/h3>\n
\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1(NMT)<\/a>\u8f6c\u6362\u6a21\u578b\u662f\u4e00\u79cd\u6700\u5148\u8fdb\u7684\u673a\u5668\u7ffb\u8bd1\u65b9\u6cd5\u3002\u867d\u7136\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLM) \u5728\u5404\u79cd\u8bed\u8a00\u4efb\u52a1\u4e2d\u90fd\u8868\u73b0\u51fa\u4e86\u6f5c\u529b\uff0c\u4f46 Smartling \u53d1\u73b0\uff0c\u4f20\u7edf\u7684 NMT \u5f15\u64ce\uff0c\u7279\u522b\u662f\u5b9a\u5236\u7684 NMT \u5f15\u64ce\uff0c\u5728\u5927\u591a\u6570\u60c5\u51b5\u4e0b\u4ecd\u7136\u4f18\u4e8e LLM \u7684\u5185\u5bb9\u7ffb\u8bd1\u3002<\/p>\n
NMT\u5f15\u64ce\u8003\u8651\u6574\u4e2a\u53e5\u5b50\u7684\u4e0a\u4e0b\u6587\u6765\u6b63\u786e\u7ffb\u8bd1\u5355\u8bcd\u3002\u4ed6\u4eec\u53ef\u4ee5\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u5b66\u4e60\uff0c\u8fd9\u4f7f\u4ed6\u4eec\u80fd\u591f\u66f4\u51c6\u786e\u5730\u7ffb\u8bd1\u3002\u603b\u4f53\u800c\u8a00\uff0c\u5b83\u4eec\u5728\u8bed\u8a00\u6d41\u7545\u6027\u548c\u6355\u83b7\u6e90\u6587\u672c\u7684\u9884\u671f\u542b\u4e49\u65b9\u9762\u4f18\u4e8e\u524d\u4eba \u2014 \u2014 \u7edf\u8ba1 MT \u6a21\u578b<\/a>\u3002<\/p>\n
Smartling \u7684 NMT Hub<\/a> \u5c31\u662f\u9ad8\u7ea7\u673a\u5668\u7ffb\u8bd1\u7684\u4e00\u4e2a\u4f8b\u5b50\uff0c\u5b83\u662f\u57fa\u4e8e\u4e91\u7684 MT \u6a21\u578b\u7684\u7ec4\u5408\u3002NMT Hub \u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u4e3a\u60a8\u7684\u5185\u5bb9\u7684\u8bed\u8a00\u9009\u62e9\u6700\u4f73\u7684 MT \u5f15\u64ce\uff0c\u4ece\u800c\u5728\u79c1\u5bc6\u548c\u5b89\u5168\u7684\u73af\u5883\u4e2d\u5b9e\u73b0\u6700\u9ad8\u8d28\u91cf\u7684 MT\u3002\u91cd\u8981\u7684\u662f\uff0c\u5c3d\u7ba1 NMT Hub \u4e3b\u8981\u5229\u7528\u4f20\u7edf\u7684 MT \u5f15\u64ce\u6765\u83b7\u5f97\u6700\u4f73\u6548\u679c\uff0c\u4f46\u5982\u679c\u5ba2\u6237\u5e0c\u671b\u4f7f\u7528\u751f\u6210\u9884\u8bad\u7ec3\u53d8\u538b\u5668 (GPT) \u7b49 LLM \u8fdb\u884c\u7ffb\u8bd1\uff0c\u5b83\u4e5f\u63d0\u4f9b\u4e86\u7075\u6d3b\u6027\u3002<\/p>\n
\u8fd9\u79cd\u9002\u5e94\u6027\u786e\u4fdd Smartling \u80fd\u591f\u6ee1\u8db3\u5404\u79cd\u5ba2\u6237\u504f\u597d\u548c\u7528\u4f8b\uff0c\u540c\u65f6\u4ecd\u7136\u6839\u636e\u5f53\u524d\u6027\u80fd\u6570\u636e\u63a8\u8350\u6700\u6709\u6548\u7684\u7ffb\u8bd1\u65b9\u6cd5\u3002<\/p>\n
AI\u7ffb\u8bd1\u8f6f\u4ef6\u5982\u4f55\u52a0\u5f3a\u6c9f\u901a<\/h2>\n
AI \u7ffb\u8bd1\u8f6f\u4ef6\u5f7b\u5e95\u6539\u53d8\u4e86\u4eba\u4eec\u8de8\u8d8a\u8bed\u8a00\u969c\u788d\u7684\u6c9f\u901a\u65b9\u5f0f\uff0c\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u4f20\u7edf\u4eba\u5de5\u7ffb\u8bd1\u670d\u52a1\u65e0\u6cd5\u4f01\u53ca\u7684\u4f18\u52bf\u3002<\/p>\n
\u901f\u5ea6<\/h3>\n
\u60a8\u7684\u65e5\u5f85\u529e\u4e8b\u9879\u6e05\u5355\u53ef\u80fd\u5305\u62ec\u4e0b\u5217\u5927\u90e8\u5206\u6216\u5168\u90e8\u5185\u5bb9\uff1a<\/p>\n
\n
\u91c7\u8d2d\u4f9b\u5e94\u5546\u5e76\u5ba1\u6838\u5176 \u7ffb\u8bd1\u670d\u52a1<\/a><\/li>\n
\u4e0e\u5229\u76ca\u76f8\u5173\u8005\u3001\u8bed\u8a00\u5b66\u5bb6\u548c\u7ffb\u8bd1\u4f9b\u5e94\u5546\u4ee5\u53ca\u4e3b\u9898\u4e13\u5bb6\u8fdb\u884c\u6c9f\u901a<\/li>\n
\u51c6\u5907\u7ffb\u8bd1\u5185\u5bb9<\/li>\n
\u5728\u5404\u4e2a\u6d41\u7a0b\u9636\u6bb5\u521b\u5efa\u7ffb\u8bd1\u4efb\u52a1\u5e76\u5206\u914d\u9002\u5f53\u7684\u4eba\u5458<\/li>\n
\u968f\u65f6\u67e5\u770b\u5404\u79cd\u7ffb\u8bd1\u4f5c\u4e1a\u7684\u72b6\u6001<\/li>\n
\u76d1\u7763\u8d28\u91cf\u4fdd\u8bc1(QA)\u548c\u89e3\u51b3\u51fa\u73b0\u7684\u95ee\u9898<\/li>\n
\u5ba1\u6838\u7ffb\u8bd1\u62a5\u544a\u5e76\u786e\u5b9a\u74f6\u9888\u6216\u4f18\u5316\u673a\u4f1a<\/li>\n<\/ul>\n
\u6240\u6709\u8fd9\u4e9b\u90fd\u53ef\u80fd\u9700\u8981\u5927\u91cf\u7684\u65f6\u95f4\u624b\u52a8\u5b8c\u6210\uff0c\u4f60\u53ef\u80fd\u8fd8\u6709\u5176\u4ed6\u7684\u5de5\u4f5c\u3002\u5c06\u4eba\u5de5\u667a\u80fd\u878d\u5165\u60a8\u7684\u6d41\u7a0b\u6709\u52a9\u4e8e\u60a8\u817e\u51fa\u65f6\u95f4\u4e13\u6ce8\u4e8e\u66f4\u91cd\u8981\u7684\u5de5\u4f5c\u3002<\/p>\n
\u65e0\u969c\u788d\u73af\u5883<\/h3>\n
AI \u7ffb\u8bd1\u8f6f\u4ef6\u4f7f\u8bed\u8a00\u7ffb\u8bd1\u53d8\u5f97\u524d\u6240\u672a\u6709\u7684\u65b9\u4fbf\u3002\u8bb8\u591a\u5de5\u5177\u63d0\u4f9b\u514d\u8d39\u6216\u4f4e\u6210\u672c\u9009\u9879\uff0c\u4f7f\u5404\u79cd\u89c4\u6a21\u7684\u4e2a\u4eba\u548c\u4f01\u4e1a\u90fd\u80fd\u83b7\u5f97\u5f3a\u5927\u7684\u7ffb\u8bd1\u529f\u80fd\u3002\u8fd9\u4e3a\u8de8\u6587\u5316\u4ea4\u6d41\u3001\u5168\u7403\u534f\u4f5c\u548c\u5e02\u573a\u62d3\u5c55\u5e26\u6765\u4e86\u65b0\u673a\u9047\u3002<\/p>\n
\u53ef\u6269\u5c55\u6027<\/h3>\n
AI \u652f\u6301\u7684\u7ffb\u8bd1\u89e3\u51b3\u65b9\u6848\u4f7f\u60a8\u80fd\u591f\u5373\u65f6\u7ffb\u8bd1\u5927\u91cf\u5185\u5bb9\uff0c\u5e2e\u52a9\u60a8\u4ee5\u8d85\u51fa\u4eba\u5de5\u7ffb\u8bd1\u901f\u5ea6\u6269\u5c55\u5230\u65b0\u5e02\u573a\u3002\u7ffb\u8bd1\u901f\u5ea6\u8d8a\u5feb\uff0c\u62d3\u5c55\u65b0\u5e02\u573a\u7684\u901f\u5ea6\u5c31\u8d8a\u5feb\u3002<\/p>\n
\u4e00\u81f4\u6027<\/h3>\n
AI\u7ffb\u8bd1\u8f6f\u4ef6\u8fd8\u6709\u52a9\u4e8e\u786e\u4fdd\u7ffb\u8bd1\u5185\u5bb9\u7684\u672f\u8bed\u548c\u98ce\u683c\u7684\u4e00\u81f4\u6027\u3002\u901a\u8fc7\u5229\u7528\u57fa\u4e8e\u5ba2\u6237\u7279\u5b9a\u6570\u636e\u8bad\u7ec3\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u751f\u6210\u51c6\u786e\u53cd\u6620\u54c1\u724c\u6587\u5316\u3001\u884c\u4e1a\u884c\u8bdd\u548c\u9996\u9009\u63aa\u8f9e\u7684\u7ffb\u8bd1\u3002\u8fd9\u5bf9\u4e8e\u5e0c\u671b\u5728\u5168\u7403\u4fdd\u6301\u4e00\u81f4\u7684\u54c1\u724c\u6807\u8bc6\u7684\u7ec4\u7ec7\u81f3\u5173\u91cd\u8981\u3002<\/p>\n
AI\u7ffb\u8bd1\u662f\u5426\u5e94\u8be5\u53d6\u4ee3\u4eba\u7c7b\u7ffb\u8bd1\uff1f<\/h2>\n
\u5982\u60a8\u6240\u89c1\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u63a8\u52a8\u7ffb\u8bd1\u5de5\u4f5c\u6d41\u7a0b\u5e76\u786e\u4fdd\u6548\u7387\u548c\u6210\u672c\u8282\u7ea6\u65b9\u9762\u62e5\u6709\u5e7f\u6cdb\u7684\u80fd\u529b\u3002<\/p>\n
\u7136\u800c\uff0c\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u4f60\u5e94\u8be5\u5b8c\u5168\u505c\u6b62\u4e0e\u4e13\u4e1a\u8bd1\u5458\u5408\u4f5c\u3002<\/p>\n
\u5728\u6211\u4eec\u7684 \u771f\u4eba\u79c0\u7cfb\u5217<\/a>\u7b2c\u4e00\u96c6\uff0c\u6211\u4eec\u7684\u8bed\u8a00\u670d\u52a1\u526f\u603b\u76d1 Andrew Batwash \u8bc4\u8bba\u5982\u4e0b\uff1a<\/p>\n
\u201c\u4f60\u53ef\u4ee5\u8bbe\u8ba1\u4eba\u5de5\u667a\u80fd(\u7ffb\u8bd1)\u7cfb\u7edf\uff0c\u4ee5\u8fdb\u884c\u6709\u6548\u548c\u6709\u610f\u4e49\u7684\u4eba\u5de5\u5e72\u9884\u3002\u4f5c\u4e3a\u8bed\u8a00\u670d\u52a1\u9886\u57df\u7684\u670d\u52a1\u63d0\u4f9b\u5546\uff0c\u6211\u4eec\u8981\u505a\u7684\u662f\u771f\u6b63\u601d\u8003\u4eba\u5de5\u53c2\u4e0e\u5de5\u4f5c\u6d41\u7cfb\u7edf\u7684\u4f4d\u7f6e\u3002 […]\u4ed6\u4eec\u5982\u4f55\u589e\u52a0\u4ef7\u503c\uff1f […]\u662f\u5426\u5728\u6b63\u786e\u7684\u65f6\u95f4\u51fa\u73b0\u5728\u6b63\u786e\u7684\u5730\u70b9\uff0c\u4ee5\u4ea7\u751f\u5ba2\u6237\u60f3\u8981\u7684\u8f93\u51fa\uff1f […]<\/p>\n
\u5f88\u591a\u4eba[\u8bf4 ] , \u2018\u6211\u4eec\u6b63\u5728\u4ece\u7ffb\u8bd1\u624b\u4e2d\u593a\u8d70\u5de5\u4f5c\uff0c\u6211\u4eec\u8981\u8fdb\u5165\u8fd9\u4e2a\u5168\u81ea\u52a8\u7684\u4e16\u754c\u3002\u4f46\u4e8b\u5b9e\u662f\u6211\u4eec\u6b63\u52aa\u529b\u5728\u4e24\u8005\u4e4b\u95f4\u53d6\u5f97\u5e73\u8861\u3002\u8fd9\u4e9b\u7cfb\u7edf\u5728\u5f88\u591a\u65b9\u9762\u5c06\u5e2e\u52a9\u4eba\u4eec\u63d0\u9ad8\u751f\u4ea7\u529b \u3002 \u201d<\/p>\n
\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\uff0c\u7528\u4e8e\u7ffb\u8bd1\u5de5\u4f5c\u7684\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u5728\u529f\u80fd\u548c\u53ef\u9760\u6027\u65b9\u9762\u7684\u9010\u6b65\u8fdb\u6b65\u63a8\u52a8\u4e86\u8fd9\u4e00\u4eba\u5de5\u751f\u4ea7\u529b\u4f18\u52bf\u3002<\/p>\n
\u8bc4\u4f30\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1\u8f6f\u4ef6\uff0c\u6ee1\u8db3\u60a8\u7684\u9700\u6c42<\/h2>\n
\u4e3a\u60a8\u7684\u4f01\u4e1a\u9009\u62e9\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1\u8f6f\u4ef6\u65f6\uff0c\u9996\u5148\u4e86\u89e3\u60a8\u7684\u7ffb\u8bd1\u9700\u6c42\u81f3\u5173\u91cd\u8981\u3002\u5f53\u7136\uff0c\u60a8\u5e0c\u671b\u6709\u4e00\u4e2a\u5728\u8d28\u91cf\u3001\u6210\u672c\u548c\u901f\u5ea6\u4e4b\u95f4\u53d6\u5f97\u826f\u597d\u5e73\u8861\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4f46\u60a8\u4e5f\u5e94\u8be5\u8003\u8651\u4ee5\u4e0b\u51e0\u70b9\uff1a<\/p>\n
\n
\u652f\u6301\u7684\u8bed\u8a00\uff1a<\/strong>AI\u9a71\u52a8\u7684\u7ffb\u8bd1\u5de5\u5177\u652f\u6301\u4e16\u754c\u4e0a\u5927\u591a\u6570\u8bed\u8a00\uff0c\u4f46\u6027\u80fd\u6c34\u5e73\u4e0d\u540c\u3002\u4e0d\u4ec5\u8981\u8003\u8651\u60a8\u5f53\u524d\u7684\u8bed\u8a00\u914d\u5bf9\u9700\u6c42\uff0c\u8fd8\u8981\u8003\u8651\u60a8\u7684\u89e3\u51b3\u65b9\u6848\u5982\u4f55\u5904\u7406\u5c06\u6765\u53ef\u80fd\u9700\u8981\u7684\u5176\u4ed6\u8bed\u8a00\u914d\u5bf9\uff0c\u5982\u957f\u5c3e\u8bed\u8a00\u6216\u8d44\u6e90\u4e0d\u8db3\u7684\u8bed\u8a00\u3002<\/li>\n
\u8bad\u7ec3\u6570\u636e\uff1a<\/strong>\u5927\u591a\u6570\u901a\u7528\u7684\u57fa\u7840MT\u6a21\u578b\u90fd\u662f\u9488\u5bf9\u66f4\u5e7f\u6cdb\u3001\u66f4\u901a\u7528\u7684\u9886\u57df\u6765\u8bad\u7ec3\u7684\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u66f4\u590d\u6742\u7684\u9886\u57df\uff0c\u6211\u4eec\u770b\u5230\u81ea\u5b9a\u4e49\u6a21\u578b\u8bad\u7ec3\u7684\u597d\u5904\u6700\u591a\u3002\u65e0\u8bba\u54ea\u79cd\u65b9\u5f0f\uff0c\u5ba2\u6237\u7279\u5b9a\u7684\u6570\u636e\u90fd\u5c06\u63d0\u9ad8\u7ffb\u8bd1\u8d28\u91cf\u3002<\/li>\n
\u96c6\u6210\u548c\u5e94\u7528\u7f16\u7a0b\u63a5\u53e3(API):<\/strong>\u8981\u83b7\u5f97\u66f4\u9ad8\u6548\u7684\u5de5\u4f5c\u6d41\uff0c\u8bf7\u4f7f\u7528 Smartling \u7b49\u7ffb\u8bd1\u5e73\u53f0\uff0c\u8be5\u5e73\u53f0\u53ef\u96c6\u6210\u5176\u4ed6\u5de5\u5177<\/a>\uff0c\u5982\u5185\u5bb9\u7ba1\u7406\u7cfb\u7edf\u3002<\/li>\n
\u5b89\u5168\u6027\uff1a<\/strong>\u5982\u679c\u60a8\u8981\u7ffb\u8bd1\u6cd5\u5f8b\u6587\u6863\u7b49\u654f\u611f\u3001\u673a\u5bc6\u6587\u672c\uff0c\u90a3\u4e48\u52a1\u5fc5\u4f7f\u7528\u4f01\u4e1a\u7ea7\u5b89\u5168<\/a>\u5e73\u53f0\u4fdd\u62a4\u60a8\u7684\u6570\u636e\u3002<\/li>\n<\/ul>\n
\u5373\u4f7f\u8003\u8651\u5230\u8fd9\u4e9b\u56e0\u7d20\uff0c\u4ecd\u7136\u5f88\u96be\u9009\u62e9\uff0c\u56e0\u4e3a\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u5de5\u5177\u8d8a\u6765\u8d8a\u591a\u3002<\/p>\n
\u56db\u5927\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1\u670d\u52a1\u548c\u5de5\u5177<\/h2>\n
\u73b0\u5728\uff0c\u60a8\u5df2\u7ecf\u66f4\u597d\u5730\u7406\u89e3\u4e86\u5f53\u4eca\u7684\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1\u7a7a\u95f4\u53ca\u5176\u4f18\u52bf\uff0c\u4e0b\u9762\u662f\u4e00\u4e9b\u4eba\u5de5\u667a\u80fd\u652f\u6301\u7684\u5de5\u5177\u548c\u670d\u52a1\u3002<\/p>\n
1.Smartling<\/h3>\n
Smartling \u662f\u672c\u5730\u5316\u884c\u4e1a\u4e2d\u6700\u5148\u8fdb\u7684\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u7ffb\u8bd1\u7ba1\u7406\u7cfb\u7edf (TMS) \u4e4b\u4e00\uff0c\u4f7f\u60a8\u80fd\u591f\u5728\u6574\u4e2a\u672c\u5730\u5316\u8fc7\u7a0b\u4e2d\u5229\u7528\u4eba\u5de5\u667a\u80fd\u3002\u8fd9\u4e5f\u662f\u5ba2\u6237\u8bc4\u4ef7\u6700\u9ad8\u7684\u4e4b\u4e00 \u2014 \u2014 G2 \u8fde\u7eed 20 \u4e2a\u5b63\u5ea6\u5c06\u5176\u8bc4\u4e3a \u4f01\u4e1a\u7ffb\u8bd1\u7ba1\u7406\u7b2c\u4e00<\/a>\u3002
\n $\"Smartling\u754c\u9762\"$ Smartling\u754c\u9762(\u6765\u6e90\uff1aSmartling)<\/em><\/p>\n
\u7279\u70b9\uff1a<\/strong><\/p>\n
\n
LanguageAI\u652f\u6301\u7684\u7ffb\u8bd1\u7ba1\u7406\u7cfb\u7edf(TMS) :<\/strong>\u8bbf\u95ee\u6240\u6709\u672c\u5730\u5316\u5185\u5bb9\u7684\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u5185\u5bb9\u5b58\u50a8\u5e93\u548c\u7ba1\u7406\u5957\u4ef6\uff0c\u4f5c\u4e3a\u60a8\u7ffb\u8bd1\u9700\u6c42\u7684\u4e2d\u5fc3\u67a2\u7ebd\u3002<\/li>\n
\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u4eba\u5de5\u7ffb\u8bd1(AIHT ) :<\/strong>\u5229\u7528\u6df7\u5408\u65b9\u6cd5\uff0c\u5c06\u4eba\u5de5\u667a\u80fd\u7684\u6548\u7387\u4e0e\u7ec6\u5fae\u7684\u4eba\u5de5\u7ffb\u8bd1\u76f8\u7ed3\u5408\uff0c\u4ee5\u83b7\u5f97\u6700\u4f73\u6548\u679c\u3002<\/li>\n
\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1\u5de5\u5177\u5305\uff1a<\/strong>\u5229\u7528\u7f16\u8f91\u5de5\u4f5c\u91cf\u4f30\u7b97\u3001\u6a21\u7cca\u5339\u914d\u4fee\u590d\u548c\u672f\u8bed\u8868\u63d2\u5165\u7b49\u9ad8\u7ea7\u4eba\u5de5\u667a\u80fd\u529f\u80fd\uff0c\u63d0\u5347\u4eba\u5de5\u7ffb\u8bd1\u8d28\u91cf\u548c\u6548\u7387\u3002<\/li>\n
AI \u7ffb\u8bd1\u4e2d\u5fc3\u548c\u663e\u793a\u754c\u9762\uff1a<\/strong>\u8bbf\u95ee\u6709\u5173\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7ffb\u8bd1\u7684\u6307\u6807\u7684\u7efc\u5408\u663e\u793a\u754c\u9762\uff0c\u5e2e\u52a9\u60a8\u8ddf\u8e2a\u7ee9\u6548\u5e76\u505a\u51fa\u6570\u636e\u9a71\u52a8\u51b3\u7b56\u3002<\/li>\n
\u673a\u5668\u7ffb\u8bd1\u901a\u8fc7\u8fd9\u4e2a\u591a\u5f15\u64ce\u3001AI \u652f\u6301\u7684\u5de5\u4f5c\u7a7a\u95f4\u5927\u89c4\u6a21\u7ba1\u7406\u60a8\u7684 MT \u9700\u6c42\uff0c\u80fd\u591f\u5373\u65f6\u751f\u6210\u9ad8\u8d28\u91cf\u3001\u4e00\u81f4\u4e14\u7b26\u5408\u54c1\u724c\u7684\u7ffb\u8bd1\u3002<\/li>\n
Smartling\u7ffb\u8bd1\uff1a<\/strong>\u5728\u6b64\u81ea\u52a9\u5f0f\u7ffb\u8bd1\u5e73\u53f0\u4e2d\u7ffb\u8bd1\u6587\u672c\u548c\u6587\u4ef6\uff0c\u5229\u7528 MT \u548c LLM \u63d0\u9ad8\u7ffb\u8bd1\u8d28\u91cf\u548c\u6d41\u7545\u5ea6\u3002<\/li>\n<\/ul>\n
\u4f18\u70b9\uff1a<\/strong><\/p>\n
\n
\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u4eba\u5de5\u7ffb\u8bd1 (AIHT) \u548c\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1\u5de5\u5177\u5305\u53ef\u5728\u4fdd\u6301\u9ad8\u8d28\u91cf\u7ffb\u8bd1\u7684\u540c\u65f6\uff0c\u5c06\u7ffb\u8bd1\u6210\u672c\u964d\u4f4e\u591a\u8fbe 50 % , \u63d0\u4f9b\u51fa\u8272\u7684 98+ \u591a\u7ef4\u8d28\u91cf\u6307\u6807 (MQM) \u8bc4\u5206\u3002<\/li>\n
AutoSelect\u5de5\u5177\u53ef\u4ee5\u4ea7\u751f\u9ad8\u8fbe350 %\u7684\u9ad8\u8d28\u91cf\u7ffb\u8bd1\u3002<\/li>\n
\u6211\u4eec\u8ba4\u771f\u5bf9\u5f85 \u5b89\u5168\u95ee\u9898<\/a>\uff0c\u5e76\u63d0\u4f9b\u5b8c\u5168\u79c1\u5bc6\u548c\u5b89\u5168\u7684\u7ffb\u8bd1\u73af\u5883\u3002<\/li>\n
\u4f7f\u7528\u6211\u4eec\u7684\u4e13\u4e1a\u7ffb\u8bd1\u670d\u52a1\uff0c\u60a8\u53ef\u4ee5\u5c06\u53d1\u5e03\u5185\u5bb9\u7684\u901f\u5ea6\u63d0\u9ad852%\u3002<\/li>\n
\u6211\u4eec\u63d0\u4f9b\u6570\u5341\u79cd\u5e38\u89c1\u6587\u4ef6\u7c7b\u578b\u548c250\u591a\u79cd\u8bed\u8a00\u7684\u652f\u6301\u3002<\/li>\n<\/ul>\n
\u7f3a\u70b9\uff1a<\/strong><\/p>\n
\n
\u5ba2\u6237\u53ef\u80fd\u9700\u8981\u4e00\u4e9b\u57f9\u8bad\u6765\u719f\u6089 Smartling \u7684\u6240\u6709\u529f\u80fd\u3002<\/li>\n<\/ul>\n
2.DeepL<\/h3>\n
DeepL\u662f\u7ffb\u8bd1\u8d28\u91cf\u4e00\u81f4\u7684\u6700\u53ef\u9760\u7684MT\u5f15\u64ce\u4e4b\u4e00\u3002\u5b83\u5177\u6709\u591a\u9879\u9ad8\u7ea7\u529f\u80fd\uff0c\u4f7f\u7ef4\u62a4\u9ad8\u8d28\u91cf\u6807\u51c6\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\uff0c\u4f8b\u5982\u53ef\u4ee5\u4ece\u5907\u9009\u5355\u8bcd\u5217\u8868\u4e2d\u9009\u62e9\u5355\u8bcd\uff0c\u4ee5\u53ca\u67e5\u770b\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u7684\u5355\u8bcd\u5b9a\u4e49\u3002DeepL\u8fd8\u96c6\u6210\u4e86Smartling\u4f5c\u4e3a\u5176MT\u8f66\u578b\u4e4b\u4e00\u3002
\n $\"DeepL\u7ffb\u8bd1\"$
\nDeepL\u7684\u8bed\u8a00\u7ffb\u8bd1(\u6765\u6e90<\/a>)<\/em><\/p>\n
\u7279\u70b9\uff1a<\/strong><\/p>\n
\n
\u6587\u672c\u7ffb\u8bd1\u91cf\u4e0d\u8bbe\u9650\u5236\uff1a<\/strong>\u65e0\u8bba\u9009\u62e9\u54ea\u79cd\u4ed8\u8d39\u5957\u9910\uff0c\u53ef\u8fdb\u884c\u7ffb\u8bd1\u7684\u6587\u672c\u4e24\u5747\u4e0d\u8bbe\u9650\u5236\u3002<\/li>\n
\u8bed\u6c14\uff1a<\/strong>\u5728\u6b63\u5f0f\u548c\u975e\u6b63\u5f0f\u8bed\u6c14\u4e4b\u95f4\u8fdb\u884c\u9009\u62e9\uff0c\u4ee5\u786e\u4fdd\u7ffb\u8bd1\u7684\u6587\u672c\u9002\u5408\u60a8\u7684\u53d7\u4f17\u3002<\/li>\n
\u8ba1\u7b97\u673a\u8f85\u52a9\u7ffb\u8bd1\u5de5\u5177\u96c6\u6210\uff1a<\/strong>\u5728 Smartling \u7b49\u5176\u4ed6\u5de5\u5177\u7684\u7ffb\u8bd1\u7ed3\u679c\u4e2d\u83b7\u5f97 DeepL \u7684\u9ad8\u8d28\u91cf\u7ffb\u8bd1\u3002<\/li>\n<\/ul>\n
\u4f18\u70b9\uff1a<\/strong><\/p>\n
\n
\u9664\u4e86\u662f\u6700\u53ef\u9760\u7684MT\u5f15\u64ce\u4e4b\u4e00\uff0cDeepL \u8fd8\u5177\u6709\u6210\u672c\u6548\u76ca\uff0c\u8fd9\u610f\u5473\u7740\u60a8\u53ef\u4ee5\u5b9e\u73b0\u66f4\u9ad8\u7684\u7ffb\u8bd1\u6295\u8d44\u56de\u62a5\u7387\u3002<\/li>\n
\u9ad8\u7ea7\u548c\u7ec8\u6781\u8ba1\u5212\u5141\u8bb8\u60a8\u521b\u5efa\u591a\u8fbe 2,000 \u4e2a\u8bcd\u6c47\u8868\uff0c\u6bcf\u4e2a\u8bcd\u6c47\u8868\u6709 5,000 \u4e2a\u6761\u76ee\uff0c\u4ee5\u63d0\u9ad8\u51c6\u786e\u6027\u3002<\/li>\n
\u9664\u4e86\u7f51\u7edc\u7248\uff0cDeepL \u8fd8\u6709\u684c\u9762\u548c\u79fb\u52a8\u5e94\u7528\u3002<\/li>\n<\/ul>\n
\u7f3a\u70b9\uff1a<\/strong><\/p>\n
\n
\u5b83\u652f\u6301\u7684\u8bed\u8a00\u66f4\u5c11\uff0c\u63d0\u4f9b\u7684\u8bed\u8a00\u5bf9\u6bd4\u4e00\u4e9b\u66ff\u4ee3\u65b9\u6848\u66f4\u5c11\u3002<\/li>\n
DeepL \u76ee\u524d\u4ec5\u652f\u6301\u4e8c\u5341\u591a\u79cd\u8bed\u8a00\uff0c\u4f46\u53ea\u6709\u4e0d\u5230\u4e00\u534a\u7684\u8bed\u8a00\u652f\u6301\u672f\u8bed\u8868\u3002<\/li>\n
DeepL \u6ca1\u6709\u4e0e\u60a8\u7684\u56e2\u961f\u53ef\u80fd\u4f7f\u7528\u7684\u5176\u4ed6\u8f6f\u4ef6\u5e73\u53f0\u5e7f\u6cdb\u96c6\u6210\u3002<\/li>\n<\/ul>\n
3.Google \u7684\u4e91\u7ffb\u8bd1 API<\/h3>\n
Google \u7684\u4e91\u7ffb\u8bd1 API \u662f Google Translate \u7684\u4f01\u4e1a\u53cb\u597d\u578b\u4f19\u4f34\uff0c\u6709\u4e24\u4e2a\u7248\u672c\u3002\u57fa\u672c\u7248\u4e3b\u8981\u7528\u4e8e\u77ed\u683c\u5f0f\u548c\u7528\u6237\u751f\u6210\u7684\u5185\u5bb9\uff0c\u5982\u793e\u4ea4\u5a92\u4f53\u5185\u5bb9\u6216\u804a\u5929\u3002\u9ad8\u7ea7\u7248\u66f4\u9002\u5408\u7ffb\u8bd1\u957f\u683c\u5f0f\u5185\u5bb9\u548c\u6267\u884c\u5404\u79cd\u7c7b\u578b\u7684\u81ea\u5b9a\u4e49\u3002<\/p>\n
Smartling \u7684\u5e73\u53f0\u5141\u8bb8\u4e0e Google \u7684\u4e91\u7ffb\u8bd1 API \u65e0\u7f1d\u96c6\u6210\uff0c\u4f7f\u60a8\u80fd\u591f\u5728 Smartling \u5de5\u4f5c\u6d41\u7a0b\u4e2d\u5229\u7528\u6b64\u673a\u5668\u7ffb\u8bd1\u670d\u52a1\u3002
\n $\"Google-s$
\nGoogle \u4e91\u7ffb\u8bd1 API \u7ffb\u8bd1\u6d41\u7a0b(\u6765\u6e90\uff1aGoogle\u4e91\u7ffb\u8bd1API)<\/em><\/p>\n
\u7279\u70b9\uff1a<\/strong><\/p>\n
\n
\u6279\u91cf\u7ffb\u8bd1\uff1a<\/strong>\u4e00\u6b21\u7ffb\u8bd1\u5927\u91cf\u6e90\u6587\u4ef6\u4ee5\u8282\u7701\u65f6\u95f4\u3002<\/li>\n
AutoML \u6280\u672f\uff1a<\/strong>\u57f9\u8bad\u5b9a\u5236\u6a21\u578b\uff0c\u4ee5\u4ea7\u751f\u9002\u5408\u60a8\u516c\u53f8\u548c\u884c\u4e1a\u7684\u6b63\u786e\u8bed\u8c03\u548c\u672f\u8bed\u7684\u7ffb\u8bd1\u3002<\/li>\n
\u578b\u53f7\u9009\u62e9\uff1a<\/strong>\u6839\u636e\u5185\u5bb9\u548c\u4e0a\u4e0b\u6587\uff0c\u9009\u62e9\u8c37\u6b4c\u7684\u6807\u51c6 NMT \u6a21\u5f0f\u6216\u81ea\u5b9a\u4e49\u6a21\u5f0f\u3002<\/li>\n<\/ul>\n
\u4f18\u70b9\uff1a<\/strong><\/p>\n
\n
\u4e24\u4e2a\u7248\u672c\u90fd\u5305\u62ec\u65e0\u9650\u7ffb\u8bd1\uff0c\u8fd9\u4f7f\u5f97\u4ed6\u4eec\u9002\u5408\u5927\u6279\u91cf\u9879\u76ee\u3002<\/li>\n
\u60a8\u53ef\u4ee5\u5c06\u5185\u5bb9\u7ffb\u8bd1\u6210 100 \u591a\u79cd\u8bed\u8a00\uff0c\u5e76\u6709\u6570\u5343\u79cd\u8bed\u8a00\u5bf9\u53ef\u4f9b\u9009\u62e9\u3002<\/li>\n
\u6b64 API \u4e3a\u60a8\u7684\u7f51\u7ad9\u548c\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u4e86\u7a0b\u5e8f\u6587\u672c\u7ffb\u8bd1\u529f\u80fd\u3002<\/li>\n<\/ul>\n
\u7f3a\u70b9\uff1a<\/strong><\/p>\n
\n
\u672f\u8bed\u8868\u652f\u6301\u4ec5\u9002\u7528\u4e8e\u9ad8\u7ea7\u8ba1\u5212\uff0c\u4f7f\u57fa\u672c\u8ba1\u5212\u7528\u6237\u5bf9\u672f\u8bed\u7684\u63a7\u5236\u66f4\u5c11\u3002<\/li>\n
\u4e91\u7ffb\u8bd1 API \u7f3a\u4e4f\u96c6\u6210\uff0c\u56e0\u6b64\u66f4\u96be\u4ee5\u7b80\u5316\u5de5\u4f5c\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n
4.ChatGPT<\/h3>\n
\u7531 OpenAI \u5f00\u53d1\u7684 ChatGPT \u4ee5\u5176\u5f3a\u5927\u7684\u8bed\u8a00\u5904\u7406\u80fd\u529b\u5f7b\u5e95\u6539\u53d8\u4e86\u4eba\u5de5\u667a\u80fd\u9886\u57df\u3002\u5b83\u867d\u7136\u4e0d\u662f\u4e3b\u8981\u4e3a\u7ffb\u8bd1\u800c\u8bbe\u8ba1\uff0c\u4f46\u5df2\u6210\u4e3a\u5305\u62ec\u7ffb\u8bd1\u5728\u5185\u7684\u5404\u79cd\u8bed\u8a00\u76f8\u5173\u4efb\u52a1\u7684\u901a\u7528\u5de5\u5177\u3002<\/p>\n
\u5b83\u63d0\u4f9b\u4e86\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u529f\u80fd\uff0c\u4e13\u95e8\u7684\u7ffb\u8bd1\u5de5\u5177\u901a\u5e38\u4e3a\u4e1a\u52a1\u9700\u6c42\u63d0\u4f9b\u66f4\u5f3a\u5927\u53ef\u9760\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4f8b\u5982\uff0cSmartling Translate \u662f\u4e00\u4e2a\u652f\u6301 GPT \u7684\u81ea\u52a9\u5f0f\u7ffb\u8bd1\u95e8\u6237\uff0c\u63d0\u4f9b\u6587\u672c\u6216\u6587\u6863\u7684\u5373\u65f6\u7ffb\u8bd1\u3002
\n $\"ChatGPT$ \u7ffb\u8bd1\u663e\u793a\u754c\u9762 (\u6765\u6e90\uff1aChatGPT)<\/em><\/p>\n
\u7279\u70b9\uff1a<\/strong><\/p>\n
\n
\u5bf9\u8bdd\u4eba\u5de5\u667a\u80fd\uff1a\u4e0e\u4f1a\u8bdd\u4eba\u5de5\u667a\u80fd\u4ea4\u4e92\uff0c\u5b8c\u6210\u591a\u79cd\u8bed\u8a00\u7ffb\u8bd1\u4efb\u52a1\u3002<\/li>\n
\u7b26\u5408\u8bed\u5883\u7684\u7ffb\u8bd1\uff1a\u83b7\u5f97\u4f17\u591a\u8bed\u8a00\u5bf9\u7684\u7b26\u5408\u8bed\u5883\u7684\u7ffb\u8bd1\u3002<\/li>\n
\u591a\u8bed\u8a00\u652f\u6301\uff1a\u901a\u8fc7\u591a\u5708\u4e92\u52a8\u7ec6\u5316\u7ffb\u8bd1\u3002<\/li>\n<\/ul>\n
\u4f18\u70b9\uff1a<\/strong><\/p>\n
\n
ChatGPT \u662f\u4e00\u79cd\u7ecf\u6d4e\u9ad8\u6548\u7684\u7ffb\u8bd1\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n
\u60a8\u53ef\u4ee5\u751f\u6210\u67d0\u4e9b\u8bed\u8a00\u5bf9\u7684\u975e\u5e38\u6d41\u5229\u7684\u7ffb\u8bd1\u3002<\/li>\n
\u6709\u4e86\u6b63\u786e\u7684\u63d0\u793a\uff0cChatGPT \u53ef\u4ee5\u9002\u5e94\u5404\u79cd\u5185\u5bb9\u7c7b\u578b\u548c\u98ce\u683c\u3002<\/li>\n<\/ul>\n
\u7f3a\u70b9\uff1a<\/strong><\/p>\n
\n
ChatGPT \u53ef\u80fd\u4f1a\u4ea7\u751f\u5e7b\u89c9\uff0c\u5bfc\u81f4\u7ffb\u8bd1\u4e0d\u51c6\u786e\u3002<\/li>\n
\u7ffb\u8bd1\u4e2d\u7684\u4e8b\u5b9e\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u53ef\u80fd\u5b58\u5728\u95ee\u9898\u3002<\/li>\n
\u4e13\u95e8\u7684\u7ffb\u8bd1\u5de5\u5177\u6bd4 ChatGPT \u652f\u6301\u66f4\u591a\u7684\u8bed\u8a00\u5bf9\uff0c\u5e76\u63d0\u4f9b\u66f4\u9ad8\u7684\u8d28\u91cf \u2014 \u2014 \u7279\u522b\u662f\u5bf9\u4e8e\u66f4\u5177\u6311\u6218\u6027\u7684\u8bed\u8a00\u5bf9\u3002<\/li>\n<\/ul>\n
LLM \u7c7b\u548c\u7ffb\u8bd1\u9700\u8981\u4e86\u89e3\u4ec0\u4e48<\/h2>\n
\u7531\u4e8e ChatGPT \u81ea\u63a8\u51fa\u4ee5\u6765\u7684\u6d41\u884c\uff0cGPT \u662f\u5927\u578b\u8bed\u8a00\u6a21\u578b\u4e2d\u6700\u8457\u540d\u7684\u4e00\u7c7b\u3002\u5176\u4ed6\u516c\u53f8\u5305\u62ec LLaMA\uff08\u7531Meta\u5f00\u53d1\uff09\u548c PaLM\uff08\u7531Google\u5f00\u53d1 \uff09 \uff0c \u8fd8\u6709\u5f88\u591a\u6765\u81ea NVIDIA \u548c Hugging Face \u7b49\u516c\u53f8\u3002\u65e0\u8bba\u7c7b\uff0c\u867d\u7136\uff0c\u8bb8\u591a\u7ffb\u8bd1\u7684\u5229\u5f0a\u4e0e\u4efb\u4f55\u8fd9\u4e9b LLM \u662f\u76f8\u540c\u7684\u3002<\/p>\n
\u79ef\u6781\u7684\u4e00\u9762\u662f\uff0c\u50cf GPT \u8fd9\u6837\u7684\u5927\u578b\u8bed\u8a00\u6a21\u578b\u662f\u5177\u6709\u6210\u672c\u6548\u76ca\u7684\uff0c\u7279\u522b\u662f\u4e0e\u5b8c\u5168\u7531\u4eba\u529b\u9a71\u52a8\u7684\u7ffb\u8bd1\u76f8\u6bd4\u3002\u6b64\u5916\uff0c\u6700\u597d\u7684 LLM \u5728\u67d0\u4e9b\u8bed\u8a00\u5bf9\u4e2d\u76f8\u5f53\u6d41\u5229\u3002\u56e0\u6b64\uff0c\u5b83\u4eec\u5bf9\u4e8e\u50cf\u82f1\u8bed\u5230\u897f\u73ed\u7259\u8bed\u8fd9\u6837\u7684\u914d\u5bf9\u53ef\u80fd\u5f88\u6709\u7528\uff0c\u56e0\u4e3a\u5728\u8fd9\u4e9b\u914d\u5bf9\u4e2d\uff0c\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u90fd\u5f88\u6709\u53ef\u80fd\u5b58\u5728\u5927\u91cf\u9ad8\u8d28\u91cf\u7684\u8bad\u7ec3\u6570\u636e\u3002<\/p>\n
\u53e6\u4e00\u65b9\u9762\uff0c\u6709\u4e9b LLM \u4ec5\u652f\u6301\u975e\u5e38\u6709\u9650\u7684\u8bed\u8a00\u5bf9\uff0c\u56e0\u6b64\u5b83\u4eec\u4e0d\u9002\u5408\u7ffb\u8bd1\u6210\u4e0d\u5e38\u89c1\u7684\u8bed\u8a00\uff0c\u4e5f\u4e0d\u9002\u5408\u9700\u8981\u5feb\u901f\u7ffb\u8bd1\u6210\u591a\u79cd\u8bed\u8a00\u751a\u81f3\u65b0\u8bed\u8a00\u7684\u5927\u578b\u590d\u6742\u9879\u76ee\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u5305\u62ec GPT \u5728\u5185\u7684 LLM \u6709\u65f6\u4f1a\u4ea7\u751f\u5e7b\u89c9\uff0c\u5e76\u6700\u7ec8\u5728\u6587\u672c\u4e2d\u5f15\u5165\u4e8b\u5b9e\u4e0d\u51c6\u786e\u6216\u4e0d\u76f8\u5173\u7684\u7ec6\u8282\u3002<\/p>\n
Smartling\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1\u8f6f\u4ef6<\/h2>\n
\u8003\u8651\u5230\u4ee5\u4e0a\u6240\u6709\u95ee\u9898\uff0c\u60a8\u5e94\u8be5\u9009\u62e9\u5176\u4e2d\u54ea\u4e2a\u9009\u9879\uff1f\u6709\u4e86 Smartling\uff0c\u4f60\u4e0d\u5fc5\u9650\u5236\u81ea\u5df1\u3002\u6211\u4eec\u5168\u9762\u7684\u4eba\u5de5\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u5957\u4ef6\u4e0d\u4ec5\u96c6\u6210\u4e86\u9876\u7ea7\u673a\u5668\u7ffb\u8bd1\u5f15\u64ce\u548c LLM\u3002\u60a8\u5c06\u83b7\u5f97\u9ad8\u8d28\u91cf\u7684\u7ffb\u8bd1\uff0c\u540c\u65f6\u5229\u7528\u4e1a\u754c\u6700\u5f3a\u5927\u7684\u7ffb\u8bd1\u7ba1\u7406\u7cfb\u7edf\u548c\u5927\u91cf\u521b\u65b0\u7684\u4e13\u6709AI\u529f\u80fd\u3002<\/p>\n
\u8fd9\u4e9b\u4f18\u52bf\u5305\u62ec\uff1a\u7528\u4e8e\u63d0\u9ad8\u6548\u7387\u7684\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1\u5de5\u5177\u5305\u3001\u7528\u4e8e\u5b8c\u7f8e\u878d\u5408\u901f\u5ea6\u4e0e\u4eba\u6587\u7d20\u8d28\u7684\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u4eba\u7c7b\u7ffb\u8bd1(AIHT)\u4ee5\u53ca\u7528\u4e8e\u6570\u636e\u9a71\u52a8\u6d1e\u5bdf\u7684\u4eba\u5de5\u667a\u80fd\u7ffb\u8bd1\u4e2d\u5fc3\u3002\u6240\u6709\u8fd9\u4e9b\u534f\u540c\u5de5\u4f5c\uff0c\u5e94\u7528\u60a8\u7684\u54c1\u724c\u672f\u8bed\u3001\u98ce\u683c\u548c\u504f\u597d\uff0c\u540c\u65f6\u63d0\u9ad8\u6548\u7387\u3001\u964d\u4f4e\u6210\u672c\u5e76\u5728\u5de5\u4f5c\u6d41\u7a0b\u7684\u6bcf\u4e2a\u9636\u6bb5\u6267\u884c\u8d28\u91cf\u4fdd\u8bc1\u3002<\/p>\n
\u5728\u4eba\u5de5\u667a\u80fd\u5f15\u9886\u7684\u7ffb\u8bd1\u6b63\u5728\u5f7b\u5e95\u6539\u53d8\u6570\u767e\u4e07\u4f01\u4e1a\u5982\u4f55\u5bf9\u5f85\u5176\u4ea7\u54c1\u548c\u8425\u9500\u9700\u6c42\u7684\u4e16\u754c\u4e2d\uff0cSmartling \u662f\u9886\u5bfc\u8005\u3002\u6211\u4eec\u7684\u89e3\u51b3\u65b9\u6848\u53ef\u4ee5\u5e2e\u52a9\u60a8\u5c06\u7ffb\u8bd1\u6210\u672c\u524a\u51cf\u9ad8\u8fbe50 % , \u540c\u65f6\u4fdd\u6301\u9ad8\u8d28\u91cf\u7684\u4ea7\u51fa\u5e76\u52a0\u5feb\u4ea7\u54c1\u4e0a\u5e02\u901f\u5ea6\u3002<\/p>\n
\uff08\u673a\u5668\u7ffb\u8bd1\uff0c\u8f7b\u5ea6\u8bd1\u540e\u7f16\u8f91\uff0c\u4ec5\u4f9b\u53c2\u8003\u3002\uff09<\/p>\n<\/div>\n
\u539f\u6587\u94fe\u63a5<\/a><\/p>\n
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