{"id":8183,"date":"2025-12-18T19:14:44","date_gmt":"2025-12-18T11:14:44","guid":{"rendered":"https:\/\/www.linguitronics.com\/ai-%e7%bf%bb%e8%ad%af-vs-%e4%ba%ba%e9%a1%9e%e5%b0%88%e6%a5%ad%e7%bf%bb%e8%ad%af%ef%bc%8c%e5%93%aa%e5%80%8b%e6%89%8d%e6%98%af%e6%9c%80%e5%84%aa%e8%a7%a3%ef%bc%9a%e4%ba%ba%e6%a9%9f%e8%bf%b4%e5%9c%88-hu\/"},"modified":"2026-02-09T15:25:23","modified_gmt":"2026-02-09T07:25:23","slug":"ai-translation-vs-human-translation-explained-how-human-in-the-loop-and-post-editing-improve-quality","status":"publish","type":"post","link":"https:\/\/www.linguitronics.com\/zh-hant\/ai-translation-vs-human-translation-explained-how-human-in-the-loop-and-post-editing-improve-quality\/","title":{"rendered":"AI \u7ffb\u8b6f vs \u4eba\u985e\u5c08\u696d\u7ffb\u8b6f\uff0c\u54ea\u500b\u624d\u662f\u6700\u512a\u89e3\uff1a\u4eba\u6a5f\u8ff4\u5708 (Human-in-the-Loop, HITL) \u8207\u8b6f\u5f8c\u7de8\u8f2f (Post-Editing) \u5982\u4f55\u63d0\u5347\u54c1\u8cea"},"content":{"rendered":"<p><section id=\"module-nw-page\" class=\"kc-elm kc-css-444089 kc_row nw-medium no-padding-bottom\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-205289 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-515709 kc_text_block nw-content\"><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-medium\" src=\"https:\/\/www.linguitronics.com\/wp-content\/uploads\/cropped-view-of-business-partners-holding-contract-2024-11-14-19-03-21-utc-scaled.jpg\" alt=\"\u5c08\u696d\u8b6f\u8005\u7ffb\u8b6f\u5408\u7d04\" width=\"2560\" height=\"1709\" \/><\/p>\n<p>AI \u79d1\u6280\u6d6a\u6f6e\u7684\u64f4\u6563\uff0c\u9023\u5e36\u727d\u52d5\u4e86\u7ffb\u8b6f\u7522\u696d\u8207\u5de5\u4f5c\u74b0\u5883\u7684\u5de8\u5e45\u8f49\u578b\u3002\u65e9\u5e74\u529f\u80fd\u53d7\u9650\u3001\u50c5\u80fd\u9010\u5b57\u66ff\u63db\u7684\u521d\u968e\u6a5f\u5668\u7ffb\u8b6f\u7cfb\u7d71\uff0c\u5982\u4eca\u6f14\u9032\u6210\u70ba\u7cbe\u5bc6\u9ad8\u968e\u7684 AI \u5e73\u53f0\uff0c\u9010\u6b65\u767c\u5c55\u51fa\u80fd\u7406\u89e3\u8a9e\u5883\u3001\u6a21\u4eff\u8a9e\u611f\uff0c\u751a\u81f3\u80fd\u5206\u8fa8\u7d30\u5fae\u6587\u5316\u5dee\u7570\u7684\u6f5b\u529b\u3002<\/p>\n<p>\u5f9e\u6a5f\u5668\u7ffb\u8b6f\u9081\u5411 <strong>AI \u7ffb\u8b6f<\/strong>\u7684\u9019\u4e00\u6b65\uff0c\u4e0d\u53ea\u662f\u540d\u7a31\u7684\u8f49\u8b8a\uff0c\u66f4\u8c61\u5fb5\u8457\u81ea\u52d5\u5316\u7ffb\u8b6f\u7cfb\u7d71\u904b\u4f5c\u65b9\u5f0f\u7684\u5fb9\u5e95\u8b8a\u9769\u3002\u4e0d\u904e\uff0c\u5c31\u7b97\u6280\u8853\u5c62\u5c62\u8e8d\u9032\uff0c\u6240\u6709\u7ffb\u8b6f\u5c08\u6848\u4e2d\u9084\u662f\u6709\u500b\u6838\u5fc3\u7591\u554f\u61f8\u800c\u672a\u6c7a\uff1a<strong>\u80fd\u4e0d\u80fd\u4ee5 AI \u53d6\u4ee3\u771f\u4eba\u8b6f\u8005\uff1f<\/strong>\u9019\u500b\u554f\u984c\u6c92\u6709\u552f\u4e00\u7684\u6a19\u6e96\u7b54\u6848\uff0c\u4e00\u5207\u53d6\u6c7a\u65bc\u60a8\u5c08\u6848\u7684\u5177\u9ad4\u9700\u6c42\u3001\u671f\u671b\u76ee\u6a19\u3001\u6f5b\u5728\u98a8\u96aa\uff0c\u4ee5\u53ca\u5f85\u7ffb\u8b6f\u5167\u5bb9\u7684\u985e\u578b\u8207\u7528\u9014\u3002Linguitronics \u5c07\u5728\u672c\u6587\u4e2d\u9010\u6b65\u63a2\u8a0e\uff0c\u5354\u52a9\u60a8\u8a55\u4f30\u5408\u5b9c\u7684\u6700\u4f73\u89e3\u65b9\u3002<\/p>\n<p><strong>AI \u7ffb\u8b6f vs \u4eba\u985e\u5c08\u696d\u7ffb\u8b6f<\/strong>\u5230\u5e95\u8a72\u600e\u9ebc\u9078\uff1f\u73fe\u4ee3\u793e\u6703\u4e2d\uff0c\u8de8\u8a9e\u8a00\u3001\u8de8\u6587\u5316\u7684\u696d\u52d9\u8207\u6d3b\u52d5\u65e5\u76ca\u84ec\u52c3\uff0c\u7121\u8ad6\u662f\u4f01\u696d\u3001\u7d44\u7e54\u6216\u500b\u4eba\uff0c\u90fd\u9700\u8981\u6df1\u5165\u4e86\u89e3\u5169\u500b\u9078\u9805\u80cc\u5f8c\u7684\u610f\u7fa9\uff0c\u5f9e\u800c\u5224\u5b9a\u4ec0\u9ebc\u6642\u6a5f\u8207\u7528\u9014\u6700\u9069\u5408\u54ea\u4e00\u7a2e\u4f5c\u696d\u65b9\u5f0f\uff0c\u4ee5\u53ca\u7279\u5b9a\u60c5\u6cc1\u4e0b\u53c8\u8a72\u5982\u4f55\u517c\u63a1\u5169\u8005\u4e4b\u9577\uff0c\u5be6\u73fe\u4e8b\u534a\u529f\u500d\u3002\u60a8\u7684\u9078\u64c7\u6703\u5f71\u97ff\u5c08\u6848\u7684\u65b9\u65b9\u9762\u9762\uff0c\u5f9e\u4f5c\u696d\u6210\u672c\u3001\u6d41\u7a0b\u9032\u5ea6\u3001\u8b6f\u6587\u7cbe\u78ba\u5ea6\u3001\u6587\u5316\u9069\u5207\u5ea6\uff0c\u5230\u6cd5\u898f\u9075\u5faa\u8868\u73fe\u3002<\/p>\n<h2>\u5f9e\u6a5f\u5668\u7ffb\u8b6f\u5230 AI \u7ffb\u8b6f\uff1a\u7ffb\u8b6f\u6280\u8853\u7684\u6cbf\u9769<\/h2>\n<p>\u672c\u6587\u6240\u7a31\u7684\u300cAI \u7ffb\u8b6f\u300d\uff0c\u6307\u7684\u662f\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u79d1\u6280\uff0c\u5c07\u6587\u672c\u6216\u8a9e\u97f3\u81ea\u52d5\u8f49\u63db\u70ba\u53e6\u4e00\u7a2e\u8a9e\u6587\u7684\u5167\u5bb9\u3002\u73fe\u4ee3 AI \u7ffb\u8b6f\u8a95\u751f\u7684\u6b77\u7a0b\uff0c\u7d93\u904e\u5e7e\u500b\u95dc\u9375\u968e\u6bb5\u7684\u919e\u91c0\u8207\u767c\u5c55\uff1a<\/p>\n<ul>\n<li><strong>\u57fa\u65bc\u898f\u5247 (rule-based) \u7684\u7cfb\u7d71\uff1a<\/strong>\u65e9\u671f\u7684\u7ffb\u8b6f\u7cfb\u7d71\uff0c\u4ef0\u8cf4\u7684\u4e3b\u8981\u662f\u4eba\u5de5<a href=\"https:\/\/www.geeksforgeeks.org\/artificial-intelligence\/rule-based-system-in-ai\/\">\u7a0b\u5f0f\u8a2d\u8a08\u7684\u6587\u6cd5\u898f\u5247<\/a>\u8207\u5b57\u5178\u3002\u9019\u6a23\u7684\u7cfb\u7d71\uff0c\u6210\u679c\u7684\u53ef\u9810\u671f\u7a0b\u5ea6\u9ad8\uff0c\u4f46\u76f8\u7576\u50f5\u5316\uff0c\u5f80\u5f80\u7522\u51fa\u8cbc\u5b57\u751f\u786c\u7684\u8b6f\u6587\uff0c\u5ffd\u7565\u4e86\u5167\u5bb9\u7684\u8108\u7d61\u8207\u60c5\u5883\u3002<\/li>\n<li><strong>\u7d71\u8a08\u5f0f\u6a5f\u5668\u7ffb\u8b6f (SMT)\uff1a<\/strong>\u9019\u7a2e\u65b9\u6cd5\u4e3b\u8981\u662f\u9760\u5206\u6790\u5927\u91cf\u7684\u96d9\u8a9e\u5c0d\u7167\u8a9e\u6599\uff0c\u5f9e\u4e2d\u8fa8\u8b58\u51fa\u8b6f\u6587\u578b\u614b\u7684\u898f\u5f8b\u8207\u51fa\u73fe\u983b\u7387\uff0c\u5448\u73fe\u8f03\u53ef\u80fd\u63a5\u8fd1\u6b63\u78ba\u8b6f\u6587\u7684\u7d50\u679c\u3002<a href=\"https:\/\/en.wikipedia.org\/wiki\/Statistical_machine_translation\">SMT \u7cfb\u7d71<\/a>\u6709\u80fd\u529b\u8655\u7406\u8f03\u70ba\u591a\u5143\u7684\u8f38\u5165\u8cc7\u6599\uff0c\u4f46\u5728\u9806\u61c9\u60c5\u5883\u3001\u78ba\u4fdd\u6d41\u66a2\u65b9\u9762\u4ecd\u6709\u4e0d\u8db3\u3002<\/li>\n<li><strong>\u985e\u795e\u7d93\u6a5f\u5668\u7ffb\u8b6f (NMT)\uff1a<\/strong><a href=\"https:\/\/www.smartling.com\/blog\/neural-machine-translation\">NMT<\/a> \u63a1\u7528\u985e\u795e\u7d93\u7db2\u7d61\uff0c\u76f4\u63a5\u8655\u7406\u5b8c\u6574\u7684\u539f\u6587\u8a9e\u53e5\uff0c\u800c\u975e\u7247\u6bb5\u8655\u7406\u500b\u5225\u55ae\u5b57\u6216\u8a5e\u53e5\u3002\u9019\u662f\u6a5f\u5668\u7ffb\u8b6f\u767c\u5c55\u7684\u91cd\u5927\u7a81\u7834\u3002NMT \u5728\u6d41\u66a2\u7a0b\u5ea6\u8207\u60c5\u5883\u5951\u5408\u5ea6\u65b9\u9762\u7684\u9032\u5c55\u6709\u76ee\u5171\u7779\uff0c\u8b6f\u6587\u6210\u679c\u66f4\u52a0\u81ea\u7136\uff0c\u8b80\u8d77\u4f86\u4e5f\u66f4\u4e0d\u8cbb\u529b\u3002<\/li>\n<li><strong>\u5927\u578b\u8a9e\u8a00\u6a21\u578b (LLMs)\uff1a<\/strong>LLM \u662f\u76ee\u524d\u7684\u524d\u6cbf\u6280\u8853\uff0c\u81ea\u52d5\u5316\u7ffb\u8b6f\u7d50\u5408 LLM \u66f4\u5ee3\u6cdb\u7684\u7406\u89e3\u529b\uff0c\u9032\u4e00\u6b65\u63d0\u5347\u6a5f\u5668\u7ffb\u8b6f\u7684\u80fd\u529b\u3002\u57fa\u65bc GPT \u6a21\u578b\u7684\u7ffb\u8b6f\u7cfb\u7d71\uff0c\u9664\u4e86\u80fd\u7d0d\u5165\u6587\u672c\u66f4\u5ee3\u6cdb\u7684\u8108\u7d61\u8207\u60c5\u5883\u3001\u5ef6\u7e8c\u5c0d\u8a71\u6d41\u7a0b\uff0c\u751a\u81f3\u80fd\u9806\u61c9\u53d7\u773e\u985e\u578b\u6216\u9700\u6c42\u76ee\u6a19\uff0c\u8abf\u6574\u8b6f\u6587\u98a8\u683c\u3002<\/li>\n<\/ul>\n<p>\u6b77\u7d93\u9019\u4e00\u8def\u767c\u5c55\u8207\u7cbe\u9032\uff0c\u65e9\u671f\u57fa\u672c\u800c\u967d\u6625\u7684\u8de8\u8a9e\u8a00\u5b57\u8a5e\u66ff\u63db\u5de5\u5177\uff0c\u5df2\u7531\u7cbe\u5bc6\u9ad8\u968e\u7684\u7cfb\u7d71\u53d6\u800c\u4ee3\u4e4b\uff1bAI \u7ffb\u8b6f\u80fd\u5728\u5404\u7a2e\u61c9\u7528\u5834\u5408\u4f7f\u6210\u679c\u66f4\u52a0\u8fd1\u4f3c\u771f\u4eba\u8868\u73fe\u3002<\/p>\n<h2>AI \u7ffb\u8b6f\u7a76\u7adf\u662f\u4e0d\u662f\u597d\u9078\u64c7\uff1f\u512a\u52e2\u8207\u52a3\u52e2<\/h2>\n<p>\u90e8\u5206\u4f7f\u7528\u8005\u504f\u597d AI \u7ffb\u8b6f\uff0c\u770b\u4e2d\u7684\u662f\u9019\u4e9b\u512a\u9ede\uff1a<\/p>\n<p><strong>\u512a\u9ede\uff1a<\/strong><\/p>\n<ul>\n<li><strong>\u901f\u5ea6\u8207\u898f\u6a21\u5316<\/strong>\uff1aAI \u7ffb\u8b6f\u80fd\u5728\u77ed\u6642\u9593\u5167\u8655\u7406\u5927\u91cf\u5167\u5bb9\uff0c\u56e0\u6b64\u9047\u5230\u7dca\u6025\u5c08\u6848\u6216\u5927\u898f\u6a21\u672c\u5730\u5316\u9700\u6c42\uff0c\u4fbf\u6210\u4e86\u4e0d\u5c11\u4f7f\u7528\u8005\u7684\u512a\u5148\u9078\u9805\u3002<\/li>\n<\/ul>\n<ul>\n<li><strong>\u96a8\u6642\u670d\u52d9\u4e0d\u6253\u70ca<\/strong>\uff1aAI \u7ffb\u8b6f\u53ef\u5168\u5929\u5019\u904b\u4f5c\uff0c\u6a6b\u8de8\u665d\u591c\u8207\u6642\u5340\uff0c\u5373\u6642\u6eff\u8db3\u7ffb\u8b6f\u9700\u6c42\u3002<\/li>\n<li><strong>\u6301\u7e8c\u6539\u9032\u7684\u53ef\u80fd\uff1a<\/strong>\u4fee\u6b63\u8207\u66f4\u65b0\u7684\u5167\u5bb9\u65e5\u5f8c\u53ef\u505a\u70ba AI \u7684\u8a13\u7df4\u6559\u6750\uff0c\u6301\u7e8c\u6539\u5584 AI \u6a21\u578b\u8207\u8b6f\u6587\u7522\u51fa\u3002<\/li>\n<li><strong>\u9078\u64c7\u5f48\u6027<\/strong>\uff1a\u63a1\u7528 AI \u7ffb\u8b6f\u6642\uff0c\u8b6f\u8005\u53ef\u6839\u64da\u5be6\u969b\u9700\u6c42\uff0c\u6311\u9078\u9069\u7528\u6a21\u578b (\u5982 Google\u3001DeepL\u3001ChatGPT\u3001Microsoft \u6216\u81ea\u8a02\u8a13\u7df4\u6a21\u578b)\u3002<\/li>\n<\/ul>\n<p>\u524d\u8ff0\u7684\u597d\u8655\u4e4b\u5916\uff0cAI \u7ffb\u8b6f\u9084\u662f\u6709\u77ed\u8655\u8ddf\u4fb7\u9650\u3002<\/p>\n<p><strong>\u7f3a\u9ede<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u6b20\u7f3a\u6587\u5316\u654f\u92b3\u5ea6<\/strong>\uff1a\u6d89\u53ca\u6587\u5316\u8108\u7d61\u3001\u6210\u8a9e\u5178\u6545\u3001\u8a7c\u8ae7\u641e\u7b11\uff0c\u6216\u7279\u5b9a\u6587\u5316\u610f\u6db5\u7684\u5167\u5bb9\uff0c\u9700\u8981\u5145\u5206\u800c\u6df1\u523b\u7684\u6587\u5316\u7406\u89e3\u624d\u80fd\u50b3\u9054\uff0c\u591a\u534a\u8d85\u51fa AI \u7684\u80fd\u8010\u3002<\/li>\n<li><strong>\u60c5\u5883\u9650\u5236<\/strong>\uff1a\u96d6\u7136\u5e7e\u7d93\u6539\u826f\uff0cAI \u4ecd\u6703\u51fa\u73fe\u8aa4\u8b6f\u8207\u5e7b\u89ba\uff0c\u5c0e\u81f4\u8b6f\u6587\u504f\u96e2\u539f\u6587\u60c5\u5883\uff1b\u5982\u679c AI \u6a21\u578b\u7684\u8a13\u7df4\u548c\u8a55\u4f30\u6d41\u7a0b\u734e\u52f5\u76f2\u731c\uff0c\u90a3 AI \u5c31\u66f4\u53ef\u80fd\u70ba\u4e86\u300c\u4e0d\u4ea4\u767d\u5377\u300d\u800c\u778e\u63b0\u3002<\/li>\n<li><strong>\u7279\u5b9a\u5c08\u696d\u9818\u57df\u7684\u6311\u6230<\/strong>\uff1a\u6cd5\u5f8b\u3001\u91ab\u5b78\u3001\u6280\u8853\u6587\u4ef6\u7b49\u9ad8\u5ea6\u5c08\u7cbe\u9818\u57df\uff0c\u5982\u4eca\u4ecd\u7136\u662f\u5c08\u696d\u4eba\u58eb\u7684\u4e3b\u5834\u3002\u7121\u8ad6\u591a\u9ebc\u5148\u9032\u7684 AI \u6a21\u578b\uff0c\u4f9d\u820a\u53ef\u80fd\u6b20\u7f3a\u7279\u5b9a\u9818\u57df\u77e5\u8b58\u65b9\u9762\uff0c\u5f9e\u800c\u8aa4\u5224\u4e26\u7522\u51fa\u932f\u8aa4\u7d50\u679c\u3002<\/li>\n<li><strong>\u54c1\u8cea\u4e0d\u7a69<\/strong>\uff1aAI \u7ffb\u8b6f\u7522\u751f\u7684\u8b6f\u6587\uff0c\u54c1\u8cea\u7684\u8d77\u843d\u5e45\u5ea6\u6709\u53ef\u80fd\u975e\u5e38\u5287\u70c8\u3002\u6c92\u6709\u5341\u5168\u5341\u7f8e\u7684 AI \u7ffb\u8b6f\u3002\u5c31\u7b97\u4f7f\u7528\u7684\u6a21\u578b\u77e5\u8b58\u91cf\u5982\u6d77\u7d0d\u767e\u5ddd\uff0c\u6aa2\u7d22\u8207\u63a8\u7406\u80fd\u529b\u767b\u5cf0\u9020\u6975\uff0c\u4e5f\u7121\u6cd5\u5b8c\u7f8e\u8907\u88fd\u73fe\u5be6\u4e16\u754c\u8207\u4eba\u985e\u793e\u6703\u7684\u6240\u6709\u8a9e\u8a00\u9700\u6c42\u3002<\/li>\n<\/ul>\n<h2>\u5f8c AI \u6642\u4ee3\u7684\u5c08\u696d\u7ffb\u8b6f\uff1a\u5c08\u4eba\u53c3\u8207\u3001\u5c08\u696d\u9818\u822a\uff0c\u517c\u4eab AI \u6548\u7387\u8207\u4eba\u985e\u667a\u6167<\/h2>\n<div><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-medium\" src=\"https:\/\/www.linguitronics.com\/wp-content\/uploads\/Shutterstock-Image-2471042165-scaled.jpg\" alt=\"\u4eba\u985e\u7ffb\u8b6f\u5c08\u5bb6\u628a\u95dc AI \u6210\u679c\uff0c\u9032\u884c\u8b6f\u5f8c\u7de8\u8f2f\" width=\"2560\" height=\"1707\" \/><\/div>\n<p>\u7ffb\u8b6f\u670d\u52d9\u7684\u6700\u50b3\u7d71\u5f62\u614b\uff0c\u5c31\u662f\u8058\u8acb\u5c08\u696d\u771f\u4eba\u7ffb\u8b6f\uff0c\u5c07\u66f8\u9762\u5167\u5bb9\u7684\u7ffb\u8b6f\u5de5\u4f5c\u4ea4\u7d66\u4eba\u985e\u7684\u5927\u8166\u5168\u6b0a\u8ca0\u8cac\uff0c\u5c07\u6587\u672c\u5f9e\u539f\u59cb\u7684\u8a9e\u6587\u8f49\u63db\u70ba\u53e6\u7a2e\u8a9e\u6587\u3002<a href=\"https:\/\/www.linguitronics.com\/zh-hant\/all-about-iso-17100\/\">\u9019\u6a23\u7684\u4eba\u985e\u5c08\u696d\u7ffb\u8b6f\u670d\u52d9\uff0c\u8058\u7528\u7684\u662f\u9818\u57df\u77e5\u8b58\u8c50\u5bcc\u7684\u8a9e\u6587\u5c08\u696d\u4eba\u58eb\u6216\u7ffb\u8b6f\u670d\u52d9\u4f9b\u61c9\u5546<\/a>\u3002<\/p>\n<p>\u96a8\u8457\u79d1\u6280\u84ec\u52c3\u767c\u5c55\uff0c\u4eba\u6a5f\u8ff4\u5708 (Human-in-the-Loop, HITL) \u517c\u5177 AI \u7ffb\u8b6f\u8207\u4eba\u985e\u7ffb\u8b6f\u5169\u8005\u4e4b\u9577\uff0c\u4eba\u6a5f\u5354\u4f5c\u5df2\u6210\u70ba\u4e0d\u53ef\u6216\u7f3a\u7684\u597d\u8fa6\u6cd5\u3002\u53ea\u8981\u642d\u914d\u4e86\u5584\u76e1\u8077\u5b88\u7684\u4eba\u5de5\u6821\u95b1\u8207\u8b6f\u5f8c\u7de8\u8f2f\uff0cAI \u7ffb\u8b6f\u4e5f\u80fd\u6416\u8eab\u4e00\u8b8a\uff0c\u6210\u70ba\u5c08\u696d\u9700\u6c42\u8207\u95dc\u9375\u5c08\u6848\u7684\u7406\u60f3\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n<h3>\u4eba\u6a5f\u8ff4\u5708 (HITL)\/\u4eba\u6a5f\u5354\u4f5c\u7684\u512a\u52e2<\/h3>\n<p>\u6240\u8b02\u7684\u4eba\u6a5f\u8ff4\u5708(HITL) \u5177\u5099\u591a\u9805\u512a\u52e2\uff1a<\/p>\n<h4><strong>\u8a9e\u6587\u5c08\u5bb6<\/strong><\/h4>\n<p>\u6210\u70ba\u5c08\u696d\u8b6f\u8005\u7684\u5148\u6c7a\u689d\u4ef6\u4e4b\u4e00\uff0c\u5c31\u662f\u540c\u6642\u5177\u5099\u539f\u6587\u8a9e\u8a00\u4ee5\u53ca\u8b6f\u6587\u8a9e\u8a00\u7684\u5c08\u7cbe\u80fd\u529b\u3002\u4eba\u6a5f\u5354\u4f5c\u7684 HITL \u4fdd\u969c\u4e86\u5ba2\u6236\u4eab\u6709\u512a\u8cea\u8b6f\u6587\u7684\u6b0a\u76ca\uff0c\u52a9\u60a8\u59cb\u7d42\u638c\u63e1\u5148\u6a5f\uff0c\u4e5f\u80fd\u5728\u904e\u7a0b\u4e2d\u7d2f\u7a4d\u8a13\u7df4\u6559\u6750\uff0c\u5354\u52a9 AI \u7ffb\u8b6f\u6301\u7e8c\u6539\u9032\u5347\u7d1a\u3002<\/p>\n<h4><strong>\u66f4\u5c08\u696d\u7684\u9818\u57df\u77e5\u8b58<\/strong><\/h4>\n<p>\u5c08\u696d\u8b6f\u8005\u64c1\u6709\u5c08\u7cbe\u9818\u57df\u7684\u5145\u5be6\u77e5\u8b58\uff0c\u53c8\u901a\u66c9\u6587\u4ef6\u5167\u5bb9\u7684\u7528\u9014\u8207\u76ee\u7684\uff1b\u4eba\u985e\u8b6f\u8005\u61f7\u62b1\u9019\u4e9b\u80cc\u666f\u77e5\u8b58\u8207 AI \u651c\u624b\u5408\u4f5c\uff0c\u4fbf\u80fd\u78ba\u5be6\u63d0\u5347\u8b6f\u6587\u54c1\u8cea\uff0c\u9806\u61c9\u5ba2\u6236\u7684\u5be6\u969b\u9700\u8981\uff0c\u5316\u89e3\u96e3\u984c\u3001\u9054\u6210\u76ee\u6a19\u3002\u8209\u4f8b\u4f86\u8aaa\uff0c\u4ed6\u5011\u53ef\u5354\u52a9\u5167\u5bb9\u5275\u4f5c\u8005\u907f\u958b\u904e\u5ea6\u4f9d\u8cf4 AI \u7684\u9677\u9631\uff0c\u4e26\u900f\u904e\u5c08\u696d\u7ffb\u8b6f\u6d41\u7a0b\uff0c\u4ee5\u9069\u5408\u76ee\u6a19\u5e02\u5834\u7684\u8cc7\u8a0a\u5448\u73fe\u65b9\u5f0f\u8207\u7ffb\u8b6f\u7b56\u7565\uff0c\u6eff\u8db3\u76ee\u6a19\u53d7\u773e\u7684\u671f\u5f85\u3002<\/p>\n<h4><strong>\u8de8\u6587\u5316\u654f\u611f\u5ea6<\/strong><\/h4>\n<p>AI \u7ffb\u8b6f\u76ee\u524d\u9084\u672a\u5b8c\u5168\u99d5\u99ad<a href=\"https:\/\/www.forbes.com\/sites\/forbestechcouncil\/2018\/12\/06\/unlocking-the-business-benefits-of-machine-translation\/?sh=27f663e97e1e\">\u6587\u5316\u5167\u6db5\u6216\u5bd3\u610f<\/a>\uff0c\u4f8b\u5982\uff1a\u6587\u5316\u7981\u5fcc\u3001\u654f\u611f\u8a5e\u5f59\u3001\u6210\u8a9e\u5178\u6545\uff0c\u6216\u50c5\u9069\u7528\u65bc\u67d0\u7a2e\u7279\u5b9a\u8a9e\u8a00\u7684\u4fee\u8fad\u3001\u6163\u7528\u8a9e\u548c\u8868\u9054\u65b9\u5f0f\u3002\u5c08\u696d\u4eba\u985e\u8b6f\u8005\u5247\u5177\u5099\u7d2e\u5be6\u7684\u8a9e\u6587\u7d20\u990a\uff0c\u719f\u77e5\u73fe\u5be6\u4e16\u754c\u7684\u8a9e\u8a00\u8207\u6587\u5316\u98a8\u8c8c\uff0c\u80fd\u5920\u8a55\u4f30\u8b6f\u6cd5\u662f\u5426\u9055\u53cd\u6163\u4f8b\u3001\u89f8\u72af\u7981\u5fcc\uff0c\u6216\u662f\u7279\u5b9a\u7684\u4fd7\u8a9e\u884c\u8a71\u61c9\u7576\u5982\u4f55\u8f49\u8b6f\uff0c\u78ba\u4fdd\u8b80\u8005\u8207\u7528\u6236\u4e0d\u53d7\u5192\u72af\uff0c\u4e14\u80fd\u6b63\u78ba\u9818\u6703\u539f\u6587\u610f\u7fa9\u53ca\u8a9e\u6c23\u3002<\/p>\n<h4><strong>\u7dca\u96a8\u8da8\u52e2\u6f6e\u6d41<\/strong><\/h4>\n<p>\u7ffb\u8b6f\u4e26\u4e0d\u53ea\u662f\u5c07\u539f\u6709\u7684\u5167\u5bb9\u6539\u7528\u53e6\u4e00\u7a2e\u8a9e\u6587\u91cd\u65b0\u5448\u73fe\uff0c\u66f4\u662f\u4e00\u9805\u5229\u5668\uff0c\u8b93\u60a8\u80fd\u5ef6\u4f38\u89f8\u89d2\u3001\u6df1\u5165\u4eba\u5fc3\uff1b\u771f\u4eba\u8b6f\u8005\u719f\u6089\u6700\u65b0\u7684\u7528\u8a9e\u6f6e\u6d41\uff0c\u9078\u64c7\u4e86\u4eba\u6a5f\u5354\u4f5c\u7684 HITL\uff0c\u6d41\u7a0b\u6709\u5c08\u696d\u4eba\u985e\u8b6f\u8005\u7684\u53c3\u8207\u628a\u95dc\uff0c\u4e5f\u5c31\u66f4\u80fd\u78ba\u4fdd\u8b6f\u6587\u80fd\u5584\u7528\u5404\u7a2e\u65b0\u8a5e\u5f59\u53ca\u65b0\u8208\u8a9e\u7528\u8da8\u52e2\uff0c\u5f15\u8d77\u76ee\u6a19\u53d7\u773e\u5171\u9cf4\u3002AI \u6a21\u578b\u9700\u8981\u6642\u9593\u7d2f\u7a4d\u8cc7\u6599\uff0c\u5f97\u7b49\u5404\u7a2e\u696d\u754c\u65b0\u5b57\u773c\u8207\u73fe\u4ee3\u6d41\u884c\u8a9e\u5145\u5206\u6536\u9304\u8cc7\u6599\u5eab\u5167\uff0c\u624d\u80fd\u771f\u6b63\u52a0\u4ee5\u6d3b\u7528\u2500\u2500\u5c46\u6642\u73fe\u5be6\u4e2d\u7684\u6f6e\u8a00\u6f6e\u8a9e\u6050\u6015\u65e9\u5df2\u63db\u904e\u4e00\u8f2a\u3002\u540c\u6642\u6574\u5408\u4eba\u985e\u77e5\u8b58\u8207 AI \u6280\u8853\uff0c\u6700\u80fd\u78ba\u4fdd\u7ffb\u8b6f\u6210\u679c\u8207\u6642\u4ff1\u9032\u3001\u6b77\u4e45\u5f4c\u65b0\u3001\u6253\u52d5\u4eba\u5fc3\uff0c\u53c8\u80fd\u5982\u671f\u5b8c\u5de5\u3001\u6e96\u6642\u4ea4\u4ed8\uff0c\u5145\u5206\u914d\u5408\u60a8\u5404\u7a2e\u7279\u6b8a\u6216\u81e8\u6642\u6027\u7684\u9700\u6c42\u3002<\/p>\n<h2>\u9802\u5c16\u5c0d\u6c7a\uff1aAI \u7ffb\u8b6f vs. \u4eba\u985e\u5c08\u696d\u7ffb\u8b6f vs. \u4eba\u6a5f\u8ff4\u5708 (HITL)<\/h2>\n<table>\n<tbody>\n<tr>\n<td><b>\u7279\u9ede<\/b><\/td>\n<td><b>AI \u7ffb\u8b6f<\/b><\/td>\n<td><b>\u4eba\u985e\u5c08\u696d\u7ffb\u8b6f<\/b><\/td>\n<td><b>\u4eba\u6a5f\u5354\u4f5c\u7684 HITL<\/b><\/td>\n<\/tr>\n<tr>\n<td><b>\u54c1\u8cea<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u4e0d\u4e00\u5b9a\uff0c\u53d6\u6c7a\u65bc\u6a21\u578b\u80fd\u529b\u3001\u8a9e\u6587\u7a2e\u985e\u8207\u8b6f\u6587\u5167\u5bb9 (\u6240\u6d89\u9818\u57df\u8207\u64b0\u5beb\u54c1\u8cea)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u54c1\u8cea\u512a\u826f\uff0c\u5408\u4e4e\u76ee\u6a19\u53d7\u773e\u9700\u6c42<\/span><\/td>\n<td><span style=\"font-weight: 400;\">AI \u6210\u679c\u642d\u914d\u4eba\u5de5\u6821\u5c0d\uff0c\u53ef\u9054\u5230\u826f\u597d\u54c1\u8cea<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\u901f\u5ea6<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u6975\u5feb<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u6162<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u8f03\u5feb<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\u98a8\u96aa<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u504f\u9ad8<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u8f03\u4f4e (\u5408\u6cd5\u5408\u898f)<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u8f03\u4f4e<\/span><\/td>\n<\/tr>\n<tr>\n<td><b>\u5b78\u7fd2\u80fd\u529b\u8207\u9032\u6b65<\/b><\/td>\n<td><span style=\"font-weight: 400;\">\u53c3\u8003\u7db2\u969b\u7db2\u8def\u8207\u8a13\u7df4\u8cc7\u6599\uff0c\u6301\u7e8c\u9032\u6b65<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u4ef0\u8cf4\u8b6f\u8005\u81ea\u4e3b\u7cbe\u9032<\/span><\/td>\n<td><span style=\"font-weight: 400;\">\u63a5\u6536\u4eba\u985e\u56de\u994b\uff0c\u7a69\u5b9a\u9032\u6b65<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u505a\u51fa\u660e\u667a\u6289\u64c7<\/h2>\n<p>\u672c\u6587\u6bd4\u5c0d<strong>AI \u7ffb\u8b6f vs \u4eba\u985e\u5c08\u696d\u7ffb\u8b6f<\/strong>\uff0c\u4e26\u4e0d\u662f\u70ba\u4e86\u8ad6\u65b7\u5b70\u512a\u5b70\u52a3\uff0c\u4e5f\u4e0d\u6253\u7b97\u903c\u8457\u8ab0\u9078\u908a\u7ad9\uff1b\u800c\u662f\u5e0c\u671b\u900f\u904e\u5206\u6790\u8207\u5c0d\u7167\uff0c\u91d0\u6e05\u54ea\u4e00\u7a2e\u65b9\u6cd5 (\u6216\u5982\u4f55\u517c\u63a1\u5169\u8005) \u53ef\u7522\u51fa\u6700\u5177\u50f9\u503c\u3001\u6700\u5408\u4e4e\u60a8\u7368\u7279\u9700\u6c42\u7684\u6210\u54c1\u3002\u7c21\u55ae\u4f86\u8aaa\uff0c\u9762\u5c0d\u4f8b\u884c\u6027\u7684\u5167\u5bb9\uff0cAI \u7ffb\u8b6f\u7684\u9ad8\u901f\u3001\u5de8\u91cf\u3001\u6210\u672c\u512a\u52e2\u6700\u80fd\u5fb9\u5e95\u767c\u63ee\uff1b\u800c\u8ffd\u6c42\u7cbe\u6e96\u7b26\u5be6\u3001\u6d89\u53ca\u7d30\u5fae\u8a9e\u611f\u3001\u5bcc\u542b\u6587\u5316\u5e95\u860a\u3001\u8b1b\u7a76\u54c1\u724c\u4e00\u81f4\u98a8\u683c\u7684\u91cd\u8981\u5167\u5bb9\uff0c\u5c08\u696d\u4eba\u985e\u8b6f\u8005\u7684\u53c3\u8207\u5be6\u5c6c\u4e0d\u53ef\u6216\u7f3a\u3002<\/p>\n<h3>Linguitronics\uff1a\u771f\u4eba\u7ffb\u8b6f\u5c08\u5bb6\uff0c\u65b0\u79d1\u6280\u4e00\u624b\u6293<\/h3>\n<p>Powered by People \u662f <strong>Linguitronics\u00a0<\/strong>\u7684\u54c1\u724c\u7cbe\u795e\uff0c\u6211\u5011\u4ee5\u5718\u968a\u7684\u5c08\u696d\u4eba\u624d\u70ba\u50b2\u3002\u9664\u4e86\u5353\u8d8a\u7684\u771f\u4eba\u7ffb\u8b6f\u5718\u968a\uff0cLinguitronics \u540c\u6642\u4e5f\u5c0d\u591a\u7a2e\u4e0d\u540c\u7684\u7ffb\u8b6f\u79d1\u6280\u77ad\u82e5\u6307\u638c\uff0c\u662f\u7a4d\u6975\u64c1\u62b1\u6280\u8853\u8da8\u52e2\u7684\u5c08\u696d\u8a9e\u8a00\u670d\u52d9\u4f9b\u61c9\u5546\u3002\u6211\u5011\u651c\u624b\u8cc7\u6df1\u8a9e\u6587\u5c08\u5bb6\uff0c\u63a1\u7528\u6700\u65b0\u6280\u8853\uff0c\u96d9\u7ba1\u9f4a\u4e0b\u78ba\u4fdd\u7ffb\u8b6f\u54c1\u8cea\uff1b\u78ba\u4fdd\u7ffb\u8b6f\u5c08\u6848\u6210\u679c\u80fd\u5354\u52a9\u60a8\u7684\u4e8b\u696d\u9806\u66a2\u929c\u63a5\u5404\u5730\u6587\u5316\u3001\u66a2\u9054\u5404\u570b\u5e02\u5834\uff0c\u662f\u6211\u5011\u7684\u4f7f\u547d\u3002<\/p>\n<p>Linguitronics \u7684\u5c08\u696d\u7bc4\u570d\uff0c\u4e0d\u50c5\u9650\u65bc\u50b3\u7d71\u7ffb\u8b6f\u670d\u52d9\uff0c\u66f4\u6db5\u84cb\u5404\u5f0f\u548c\u8a9e\u6587\u3001\u5167\u5bb9\u6709\u95dc\u7684\u6280\u8853\u8207\u670d\u52d9\uff0c\u4f8b\u5982\u8a9e\u8a00\u8cc7\u7522\u7ba1\u7406\u3002\u6211\u5011\u6df1\u77e5\uff0c\u4eca\u65e5\u5168\u7403\u5e02\u5834\u7684\u7af6\u722d\u74b0\u5883\u7576\u4e2d\uff0c\u81f4\u52dd\u7684\u689d\u4ef6\u4e0d\u518d\u53ea\u662f\u300c\u6c92\u6709\u8aa4\u8b6f\u300d\u6216\u300c\u8fad\u80fd\u9054\u610f\u300d\uff0c\u9762\u9762\u4ff1\u5230\u7684\u7b56\u7565\u6027<a href=\"https:\/\/www.linguitronics.com\/zh-hant\/a-to-z-solutions\/language-asset-management\/\"><strong>\u8a9e\u8a00\u8cc7\u7522\u7ba1\u7406<\/strong><\/a>\uff0c\u66f4\u80fd\u70ba\u60a8\u7684\u7d44\u7e54\u7de0\u9020\u9577\u671f\u50f9\u503c\u3002<\/p>\n<h3>\u8a9e\u8a00\u8cc7\u7522\u7ba1\u7406\u7684\u7b56\u7565\u50f9\u503c<\/h3>\n<p>Linguitronics \u5145\u5206\u9ad4\u8a8d<strong>\u8a9e\u8a00\u8cc7\u7522\u7ba1\u7406<\/strong>\u7684\u91cd\u8981\u5730\u4f4d\uff0c\u6709\u6548\u7684\u7ba1\u7406\u53ef\u78ba\u4fdd\u5167\u5bb9\u7cbe\u6e96\u3001\u6210\u672c\u7bc0\u7d04\u3001\u98a8\u683c\u8207\u54c1\u8cea\u59cb\u7d42\u4e00\u81f4\uff0c\u662f\u5212\u7b97\u7684\u9577\u671f\u6295\u8cc7\u3002\u6bcf\u4e00\u6b21\u7684\u7ffb\u8b6f\u5c08\u6848\uff0c\u5c0d\u6211\u5011\u4f86\u8aaa\u4e26\u975e\u5404\u81ea\u5b64\u7acb\uff0c\u4e5f\u7d55\u975e\u5404\u81ea\u70ba\u653f\uff1b\u6211\u5011\u80fd\u70ba\u5ba2\u6236\u6253\u9020\u53ef\u9577\u53ef\u4e45\u7684\u5b8c\u5584\u8a9e\u8a00\u8cc7\u7522\uff0c\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u5408\u4e4e\u7522\u696d\u9700\u6c42\u7684\u5c08\u696d\u8a5e\u5f59\u8207\u7528\u8a9e\u8cc7\u6599\u5eab<\/li>\n<li>\u7cbe\u78ba\u50b3\u9054\u54c1\u724c\u98a8\u683c\u7684\u7ffb\u8b6f\u8a18\u61b6\u5eab (Translation Memories, TM)<\/li>\n<li>\u4fdd\u969c\u54c1\u724c\u5728\u5404\u570b\u5e02\u5834\u50b3\u905e\u8a0a\u606f\u8207\u50f9\u503c\u4e00\u81f4\u7684\u98a8\u683c\u9ad4\u4f8b\u6307\u5357 (Style Guide)<\/li>\n<li>\u78ba\u4fdd\u6a19\u6e96\u6301\u7e8c\u8cab\u5fb9\u3001\u6046\u4e45\u4e0d\u8b8a\u7684\u54c1\u8cea\u4fdd\u8b49\u6846\u67b6<\/li>\n<\/ul>\n<h3>\u524d\u77bb\u9577\u9060\u6295\u8cc7\uff0c\u628a\u63e1\u66f4\u9ad8\u50f9\u503c<\/h3>\n<p>\u5404\u7a2e\u65b9\u6cd5\u7576\u4e2d\uff0c\u4eba\u985e\u5c08\u696d\u7ffb\u8b6f\u7684\u671f\u521d\u6210\u672c\u8f03\u9ad8\uff0c\u6d89\u53ca\u5c08\u6848\u7ba1\u7406\u3001\u8a5e\u5f59\u8cc7\u6599\u5eab\u5efa\u7f6e\u3001\u54c1\u7ba1\u7cfb\u7d71\u57f7\u884c\u7b49\u4e0d\u540c\u5c64\u9762\u3002\u7136\u800c\uff0c\u59a5\u5584\u7684\u898f\u5283\u8207\u7b56\u7565\u6027\u8a9e\u8a00\u8cc7\u7522\u7ba1\u7406\uff0c\u7d42\u5c07\u5275\u9020\u66f4\u9577\u671f\u7684\u50f9\u503c\uff0c\u78ba\u4fdd\u524d\u671f\u6295\u5165\u6c92\u6709\u5206\u6beb\u865b\u64f2\uff0c\u9019\u65b9\u9762\u7684\u7ba1\u7406\u6548\u76ca\u5305\u62ec\uff1a<\/p>\n<ul>\n<li>\u964d\u4f4e\u5404\u9805\u9032\u884c\u4e2d\u5c08\u6848\u7684\u6210\u672c<\/li>\n<li>\u5584\u7528\u65e2\u6709\u8cc7\u6599\u5eab\uff0c\u4ea4\u4ef6\u66f4\u8fc5\u901f<\/li>\n<li>\u54c1\u724c\u8a34\u6c42\u8207\u5f62\u8c61\u59cb\u7d42\u5982\u4e00\uff0c\u5404\u5730\u5e02\u5834\u540c\u6b65\u540c\u8abf<\/li>\n<li>\u54c1\u8cea\u66f4\u7cbe\u9032\uff0c\u6539\u7248\u8207\u589e\u4fee\u66f4\u5feb\u66f4\u9ad8\u6548<\/li>\n<li>\u7b26\u5408\u696d\u754c\u6a19\u6e96\uff0c\u63a5\u8ecc\u5404\u5730\u6cd5\u898f<\/li>\n<\/ul>\n<p>\u63a8\u85a6\u60a8\u53c3\u8003<a href=\"https:\/\/www.linguitronics.com\/zh-hant\/language-asset-management-essential-to-enhancing-quality-in-a-globalized-environment\/\">\u9019\u7bc7\u5c08\u6587<\/a>\uff0c\u77ad\u89e3 Linguitronics \u5982\u4f55\u59a5\u5584\u7ba1\u7406\u3001\u7dad\u8b77\u5ba2\u6236\u8a9e\u8a00\u8cc7\u7522\uff0c\u4fdd\u969c\u60a8\u7684\u7ffb\u8b6f\u6295\u8cc7\u767c\u63ee\u6700\u5927\u6548\u76ca\u3002<\/p>\n<h3>\u4eba\u6a5f\u5354\u4f5c\u7684 HITL \u9032\u884c\u5168\u65b9\u4f4d\u8a9e\u8a00\u670d\u52d9<\/h3>\n<p>\u9664\u4e86\u5c08\u696d\u771f\u4eba\u7ffb\u8b6f\u5718\u968a\uff0cLinguitronics \u4e5f\u6301\u7e8c\u6295\u5165\u6a5f\u5668\u7ffb\u8b6f\u5f15\u64ce\u7684\u7814\u7a76\u8207\u8a13\u7df4\uff0c\u4e26\u8996\u6848\u4ef6\u9700\u6c42\uff0c\u63d0\u4f9b\u5408\u9069\u7684\u300c\u4eba\u6a5f\u8ff4\u5708\/\u4eba\u6a5f\u5354\u4f5c\u300d\u6df7\u5408\u5f0f\u65b9\u6848\u3002\u9019\u7a2e\u6574\u5408\u904b\u7528\u7684\u6a21\u5f0f\uff0c\u78ba\u4fdd\u6211\u5011\u80fd\u56e0\u61c9\u500b\u5225\u5c08\u6848\u7684\u7279\u6709\u689d\u4ef6\uff0c\u63a8\u85a6\u6700\u7406\u60f3\u7684\u7ffb\u8b6f\u7b56\u7565\u3002<\/p>\n<p>\u7121\u8ad6\u662f\u5c0e\u5165 AI \u7ffb\u8b6f\u6d77\u91cf\u6025\u4ef6\uff0c\u4ee5 HITL \u7d50\u5408\u4eba\u6a5f\u512a\u52e2\u7ffb\u8b6f\u5c08\u696d\u6216\u95dc\u9375\u5167\u5bb9\uff0c\u6216\u7531\u5177\u5099\u5c08\u7cbe\u77e5\u8b58\u7684\u771f\u4eba\u7ffb\u8b6f\u5e2b\u70ba\u91cd\u9ede\u6587\u4ef6\u5b57\u659f\u53e5\u914c\uff0cLinguitronics \u7684\u5c08\u696d\u8207\u6280\u8853\u96a8\u6642\u5c31\u4f4d\uff0c\u6e96\u5099\u64d4\u4efb\u60a8\u9032\u8ecd\u5168\u7403\u5e02\u5834\u6700\u5f37\u800c\u6709\u529b\u7684\u5f8c\u76fe\u3002<\/p>\n<p>\u82e5\u60a8\u6b63\u5728\u8a55\u4f30\u5c08\u6848\u7ffb\u8b6f\u7b56\u7565\uff0c\u6216\u662f\u6709\u610f\u4e86\u89e3\u5982\u4f55\u5efa\u7acb\u5c6c\u65bc\u5718\u968a\u7684\u8a9e\u8a00\u8cc7\u7522\u5bf6\u5eab\uff0c\u6b61\u8fce\u60a8<a href=\"https:\/\/www.linguitronics.com\/zh-hant\/contact-us\/\">\u76f4\u63a5\u806f\u7d61 Linguitronics<\/a>\u3002\u6211\u5011\u671f\u5f85\u4ee5\u9867\u554f\u89d2\u5ea6\u5206\u4eab\u5c08\u696d\u898b\u89e3\uff1b\u70ba\u60a8\u898f\u5283\u3001\u57f7\u884c\u6700\u7cbe\u6e96\u5408\u9069\u7684\u7ffb\u8b6f\u65b9\u6cd5\u3002<\/p>\n<p>\n<\/div><div class=\"kc-elm kc-css-154685 kc-raw-code\"><div class=\"nw-tags\"><\/div>\r\n<script>\r\njQuery(function(){\r\njQuery('.nw-tags').append(jQuery('.tags-links'))\r\n})\r\n<\/script><\/div><div class=\"kc-elm kc-css-905452 kc_text_block nw-author\"><\/p>\n<p style=\"box-sizing: border-box; margin-top: 0px; margin-bottom: 0px; word-break: break-word; overflow-wrap: break-word; font-family: Ebrima,;\"><strong style=\"box-sizing: border-box;\">\u95dc\u65bc Linguitronics<\/strong><br style=\"box-sizing: border-box;\" \/><br style=\"box-sizing: border-box;\" \/>Linguitronics \u4ee5\u65d7\u4e0b\u5353\u8d8a\u4eba\u624d\u70ba\u50b2\u3002Linguitronics \u4ee5\u65d7\u4e0b\u5353\u8d8a\u4eba\u624d\u70ba\u50b2\u3002\u5718\u968a\u5177\u5099\u9ad8\u5ea6\u8a9e\u6587\u5c08\u696d\uff0c\u5c0d\u8a9e\u8a00\u670d\u52d9\u62b1\u6709\u5d07\u9ad8\u71b1\u5ff1\uff0c\u5584\u65bc\u4ee5\u5275\u65b0\u601d\u7dad\u70ba\u5ba2\u2f3e\u91cf\u8eab\u6253\u9020\u6700\u4f73\u89e3\u6c7a\u2f45\u6848\uff0c\u4e0d\u65b7\u63d0\u5347\u5ba2\u6236\u9ad4\u9a57\u3001\u70ba\u5ba2\u6236\u5275\u9020\u50f9\u503c\u3002<br style=\"box-sizing: border-box;\" \/><br style=\"box-sizing: border-box;\" \/>Linguitronics \u63d0\u4f9b\u5b8c\u6574\u7684 A-to-Z\u2122 \u8a9e\u8a00\u89e3\u6c7a\u65b9\u6848\uff0c\u6db5\u84cb\u53e3\u7b46\u8b6f\u3001\u672c\u5730\u5316\u3001\u5275\u8b6f\u3001\u6280\u8853\u8207\u6587\u5ba3\u64b0\u5beb\u3001\u8a9e\u8a00\u8cc7\u7522\u7ba1\u7406\u3001\u7248\u9762\u8207\u591a\u5a92\u9ad4\u7de8\u8f2f\u7b49\u5404\u5c64\u9762\u9700\u6c42\u3002Linguitronics \u70ba\u8a31\u591a Fortune 500 \u77e5\u540d\u4f01\u696d\u63d0\u4f9b\u8a9e\u6587\u76f8\u95dc\u670d\u52d9\uff0c\u5728\u81fa\u5317\u548c\u4e0a\u6d77\u8a2d\u6709\u71df\u904b\u64da\u9ede\uff0c\u5728\u65e5\u672c\u3001\u97d3\u570b\u3001\u6b50\u6d32\u7b49\u5730\u4ea6\u6709\u7d50\u76df\u5925\u4f34\u3002<\/p>\n<p style=\"box-sizing: border-box; margin-top: 0px; margin-bottom: 0px; word-break: break-word; overflow-wrap: break-word; font-family: Ebrima,;\">\n<\/div><div class=\"kc-elm kc-css-802861 kc_text_block nw-content\"><\/p>\n<h5 style=\"text-align: center;\"><a href=\"#\">\u7acb\u5373\u806f\u7e6b<\/a><\/h5>\n<h2>\u66f4\u591a\u65b0\u77e5<\/h2>\n<p>\n<\/div><\/div><\/div><\/div><\/div><\/section><section id=\"module-nw-blog\" class=\"kc-elm kc-css-891369 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-632353 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-755205 list-post-type list-post category \">\t\t<div class=\"list-item post-635\">\n\t\t\t<div class=\"post-content\">\n\t\t\t\t<figure>\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"96\" src=\"https:\/\/www.linguitronics.com\/wp-content\/uploads\/img_home_news03.png\" class=\"attachment-thumbnail size-thumbnail wp-post-image\" alt=\"\" \/>\t\t\t\t<\/figure>\n\t\t\t\t<h3><a href=\"https:\/\/www.linguitronics.com\/zh-hant\/language-asset-management-essential-to-enhancing-quality-in-a-globalized-environment\/\">\u8a9e\u8a00\u8cc7\u7522\u7ba1\u7406\uff1a\u63d0\u5347\u5168\u7403\u5316\u54c1\u8cea\u7684\u5fc5\u5099\u7406\u8ca1\u6280\u80fd<\/a><\/h3>\n\t\t\t\t<div class=\"kc-entry_meta\">\n\t\t\t\t<span class=\"date\"><i class=\"sl-clock\"><\/i> <time class=\"entry-date\" datetime=\"2025-01-03T11:00:50+08:00\">2025.01.03<\/time><\/span>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"text\">\n\t\t\t\t\t\u5982\u679c\u60f3\u8981\u8ca1\u5bcc\u7a69\u5065\u6210\u9577\uff0c\u751a\u81f3\u9322\u6efe\u9322\uff0c\u4e00\u5b9a\u8981\u6709\u826f\u597d\u7684\u7406\u8ca1\u6295\u8cc7\u6280\u5de7\u8207\u7fd2\u6163\uff0c\u4e0d\u80fd\u55ae\u55ae\u5c07\u9322\u5b58\u5230\u5e33\u6236\u88e1\uff1b\u540c\u7406\uff0c\u5982\u679c\u60f3\u8b93\u8a9e\u8a00\u8cc7\u7522\u78ba\u5be6\u767c\u63ee\u6548\u76ca\uff0c\u90a3\u4e5f\u5f97\u59a5\u5584\u7ba1\u7406\u9019\u4e9b\u8cc7\u6e90\uff0c\u4e0d\u80fd\u505c\u7559\u65bc\u8490\u96c6\u8cc7\u6599\u800c\u5df2\u3002\t\t\t\t<\/div>\n\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t<\/div>\n\t\t\t\t<div class=\"list-item post-2451\">\n\t\t\t<div class=\"post-content\">\n\t\t\t\t<figure>\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"100\" src=\"https:\/\/www.linguitronics.com\/wp-content\/uploads\/201509192184-scaled.jpg\" class=\"attachment-thumbnail size-thumbnail wp-post-image\" alt=\"\" \/>\t\t\t\t<\/figure>\n\t\t\t\t<h3><a href=\"https:\/\/www.linguitronics.com\/zh-hant\/translation-project-management\/\">\u7ffb\u8b6f\u5c08\u6848\u7ba1\u7406\u5e2b\uff1a\u8cab\u4e32\u5c08\u6848\u8207\u5718\u968a\u7684\u9748\u9b42<\/a><\/h3>\n\t\t\t\t<div class=\"kc-entry_meta\">\n\t\t\t\t<span class=\"date\"><i class=\"sl-clock\"><\/i> <time class=\"entry-date\" datetime=\"2025-02-14T10:00:13+08:00\">2025.02.14<\/time><\/span>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"text\">\n\t\t\t\t\t\u7ffb\u8b6f\u6210\u679c\u53ef\u80fd\u5f71\u97ff\u76ee\u6a19\u5e02\u5834\u53d7\u773e\u5c0d\u7522\u54c1\u6216\u670d\u52d9\u7684\u5370\u8c61\u3002\u512a\u79c0\u7684\u5c08\u6848\u7ba1\u7406\u5e2b\u5fc3\u88e1\u660e\u767d\uff0c\u9664\u4e86\u6642\u7a0b\u898f\u5283\u548c\u6210\u672c\u63a7\u7ba1\uff0c\u898f\u5283\u7ffb\u8b6f\u5c08\u6848\u6642\u52e2\u5fc5\u8981\u653e\u773c\u5168\u5c40\uff0c\u4e5f\u5c31\u662f\u8981\u8a2d\u6cd5\u4e86\u89e3\u5ba2\u6236\u6700\u7d42\u8981\u9054\u5230\u7684\u6574\u9ad4\u76ee\u6a19\u3001\u91d0\u6e05\u5c08\u6848\u7bc4\u7587\u3002\t\t\t\t<\/div>\n\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t<\/div>\n\t\t\t\t<div class=\"list-item post-8183\">\n\t\t\t<div class=\"post-content\">\n\t\t\t\t<figure>\n\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"100\" src=\"https:\/\/www.linguitronics.com\/wp-content\/uploads\/Shutterstock-Image-2471042165-scaled.jpg\" class=\"attachment-thumbnail size-thumbnail wp-post-image\" alt=\"human-translation-expert-post-editing-ai-translation-result\" \/>\t\t\t\t<\/figure>\n\t\t\t\t<h3><a href=\"https:\/\/www.linguitronics.com\/zh-hant\/ai-translation-vs-human-translation-explained-how-human-in-the-loop-and-post-editing-improve-quality\/\">AI \u7ffb\u8b6f vs \u4eba\u985e\u5c08\u696d\u7ffb\u8b6f\uff0c\u54ea\u500b\u624d\u662f\u6700\u512a\u89e3\uff1a\u4eba\u6a5f\u8ff4\u5708 (Human-in-the-Loop, HITL) \u8207\u8b6f\u5f8c\u7de8\u8f2f (Post-Editing) \u5982\u4f55\u63d0\u5347\u54c1\u8cea<\/a><\/h3>\n\t\t\t\t<div class=\"kc-entry_meta\">\n\t\t\t\t<span class=\"date\"><i class=\"sl-clock\"><\/i> <time class=\"entry-date\" datetime=\"2025-12-18T19:14:44+08:00\">2025.12.18<\/time><\/span>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"text\">\n\t\t\t\t\t\u672c\u6587\u6df1\u5165\u89e3\u6790AI \u7ffb\u8b6f\u8207\u4eba\u985e\u5c08\u696d\u7ffb\u8b6f\u7684\u95dc\u9375\u5dee\u5225\uff0c\u5354\u52a9\u60a8\u77ad\u89e3\u5169\u8005\u7684\u7406\u60f3\u61c9\u7528\u6642\u6a5f\uff0c\u7372\u81f4\u6700\u4f73\u6210\u679c\u3001\u517c\u9867\u6210\u672c\u6548\u76ca\u3001\u843d\u5be6\u54c1\u8cea\u76ee\u6a19\u3002\t\t\t\t<\/div>\n\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t<\/div>\n\t\t<\/div><\/div><\/div><\/div><\/div><\/section><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u6587\u6df1\u5165\u89e3\u6790AI \u7ffb\u8b6f\u8207\u4eba\u985e\u5c08\u696d\u7ffb\u8b6f\u7684\u95dc\u9375\u5dee\u5225\uff0c\u5354\u52a9\u60a8\u77ad\u89e3\u5169\u8005\u7684\u7406\u60f3\u61c9\u7528\u6642\u6a5f\uff0c\u7372\u81f4\u6700\u4f73\u6210\u679c\u3001\u517c\u9867\u6210\u672c\u6548\u76ca\u3001\u843d\u5be6\u54c1\u8cea\u76ee\u6a19\u3002<\/p>\n","protected":false},"author":6,"featured_media":8077,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[16,49,452,473,475,476],"tags":[282,245,252,289,441,442,443],"class_list":["post-8183","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-insights","category-highlights","category-life-science","category-contracts-and-laws","category-mechanical-and-electrical-engineering","category-energy-and-environmental-protection","tag-language-service-zh-hant","tag-language-technology","tag-language-model","tag-language-asset-zh-hant","tag-ai-","tag-442","tag-443"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.linguitronics.com\/zh-hant\/wp-json\/wp\/v2\/posts\/8183","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.linguitronics.com\/zh-hant\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.linguitronics.com\/zh-hant\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.linguitronics.com\/zh-hant\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.linguitronics.com\/zh-hant\/wp-json\/wp\/v2\/comments?post=8183"}],"version-history":[{"count":10,"href":"https:\/\/www.linguitronics.com\/zh-hant\/wp-json\/wp\/v2\/posts\/8183\/revisions"}],"predecessor-version":[{"id":8299,"href":"https:\/\/www.linguitronics.com\/zh-hant\/wp-json\/wp\/v2\/posts\/8183\/revisions\/8299"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.linguitronics.com\/zh-hant\/wp-json\/wp\/v2\/media\/8077"}],"wp:attachment":[{"href":"https:\/\/www.linguitronics.com\/zh-hant\/wp-json\/wp\/v2\/media?parent=8183"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.linguitronics.com\/zh-hant\/wp-json\/wp\/v2\/categories?post=8183"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.linguitronics.com\/zh-hant\/wp-json\/wp\/v2\/tags?post=8183"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}