$\"\u672a\u6765\u7684$ <\/p>\n

\u73b0\u5728\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u66f4\u9700\u8981\u51c6\u786e\u3001\u9ad8\u6548\u7684\u591a\u8bed\u8a00\u5185\u5bb9\u5236\u4f5c\u3002\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u878d\u5408\u4e0e\u53d1\u5c55\u5728\u8fd9\u4e00\u9886\u57df\u53d1\u6325\u4e86\u5173\u952e\u4f5c\u7528\u3002 <\/strong><\/span><\/p>\n

\u65f6\u95f4\u8f74\u4e2d\u6982\u8ff0\u7684\u8fd9\u4e00\u5386\u7a0b\u5c55\u793a\u4e86\u4ece 2021 \u5e74\u5230 2025 \u5e74\u7684\u9884\u671f\u8fdb\u5c55\u3002\u4e0b\u9762\u6211\u4eec\u5c31\u6765\u770b\u770b\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1 (NMT) \u548c\u5927\u578b\u8bed\u8a00\u6a21\u578b (LLM) \u662f\u5982\u4f55\u6539\u53d8\u6574\u4e2a\u884c\u4e1a\u7684\u3002<\/span><\/p>\n

<\/p>\n

90 \u5e74\u4ee3\u81f3 2021 \u5e74\uff1a\u5229\u7528 NMT \u6253\u597d\u57fa\u7840<\/span> <\/span><\/p>\n

\u673a\u5668\u7ffb\u8bd1\u662f\u4e00\u9879\u76f8\u5bf9 “\u53e4\u8001 “\u7684\u6280\u672f\uff0c\u65e9\u5728 20 \u4e16\u7eaa 90 \u5e74\u4ee3\u672b\u5c31\u5f00\u59cb\u7528\u4e8e\u7ffb\u8bd1\u9886\u57df\uff0c\u4e0d\u8fc7\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\u7684\u51fa\u73b0\u8981\u8ffd\u6eaf\u5230 2016 \u5e74\u8c37\u6b4c\u7ffb\u8bd1\u7684\u63a8\u51fa\u3002\u5728 2021 \u5e74\u4e4b\u524d\uff0c\u901a\u8fc7\u7ffb\u8bd1\u7ba1\u7406\u7cfb\u7edf (TMS) \u5c06 NMT \u6574\u5408\u5230\u7ffb\u8bd1\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u8fd9\u79cd\u6574\u5408\u63d0\u9ad8\u4e86\u7ffb\u8bd1\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\uff0c\u7b80\u5316\u4e86\u5185\u5bb9\u5236\u4f5c\u8005\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u901a\u7528 NMT \u4e5f\u88ab\u7528\u4f5c\u57fa\u672c\u7ffb\u8bd1\u5e94\u7528\u7a0b\u5e8f\uff0c\u4e3a\u8fdb\u4e00\u6b65\u6539\u8fdb\u63d0\u4f9b\u4e86\u575a\u5b9e\u7684\u8d77\u70b9\u3002<\/span><\/p>\n

2023:\u901a\u8fc7\u6574\u5408 NMT \u548c LLM \u62d3\u5c55\u89c6\u91ce<\/span><\/p>\n

\u5230 2023 \u5e74\uff0c\u968f\u7740\u4eba\u4eec\u5bf9 GenAI \u7684\u8ba4\u8bc6\u4e0d\u65ad\u63d0\u9ad8\uff0cNMT \u7684\u4f7f\u7528\u5f00\u59cb\u8d85\u8d8a\u4f20\u7edf\u7684\u7ffb\u8bd1\u4efb\u52a1\u3002\u5b83\u4eec\u5f00\u59cb\u88ab\u6574\u5408\u5230\u975e\u7ffb\u8bd1\u670d\u52a1\u4e2d\uff0c\u5982\u5ba2\u6237\u4f53\u9a8c (CX)\uff0c\u51f8\u663e\u4e86\u8fd9\u4e9b\u6280\u672f\u7684\u591a\u529f\u80fd\u6027\u3002<\/span><\/p>\n

\u901a\u8fc7 TMS \u5c06 LLM \u4e0e NMT \u7ffb\u8bd1\u5de5\u4f5c\u6d41\u7a0b\u76f8\u7ed3\u5408\uff0c\u6807\u5fd7\u7740\u5411\u524d\u8fc8\u8fdb\u4e86\u4e00\u5927\u6b65\u3002\u8fd9\u79cd\u7ec4\u5408\u63d0\u9ad8\u4e86\u7ffb\u8bd1\u8d28\u91cf\uff0c\u5e76\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\u5b9e\u73b0\u4e86\u7528 LLM \u66ff\u4ee3 NMT\u3002<\/span><\/p>\n

\u6b64\u5916\uff0cLLM \u5f00\u59cb\u88ab\u7528\u4e8e\u8bd5\u9a8c\u65b0\u7684\u670d\u52a1\uff0c\u5982\u5185\u5bb9\u521b\u5efa\uff0c\u4ece\u800c\u7a81\u7834\u4e86\u8fd9\u4e9b\u6280\u672f\u6240\u80fd\u5b9e\u73b0\u7684\u6781\u9650\u3002<\/span><\/p>\n

2024-2025:\u591a\u8bed\u8a00\u5185\u5bb9\u5236\u4f5c\u7684\u672a\u6765<\/span> <\/span><\/p>\n

\u9884\u8ba1 2024 \u5e74\u548c 2025 \u5e74\u5c06\u6709\u51e0\u9879\u91cd\u5927\u8fdb\u5c55\u3002\u968f\u7740\u67b6\u6784\u548c\u6a21\u578b\u8d8a\u6765\u8d8a\u63a5\u8fd1 LLM \u6240\u7528\u7684\u67b6\u6784\u548c\u6a21\u578b\uff0cNMT \u7684\u6027\u80fd\u6709\u671b\u5927\u5e45\u63d0\u9ad8\u3002\u8fd9\u4e00\u6539\u8fdb\u53ef\u80fd\u4f1a\u4f7f\u66f4\u591a\u7684 NMT \u6a21\u578b\u96c6\u6210\u5230\u591a\u8bed\u8a00\u7528\u6237\u4f53\u9a8c\u4e2d\u3002LLM \u5728\u4e0e NMT \u4e00\u8d77\u5236\u4f5c\u5185\u5bb9\u65f6\uff0c\u53ef\u4ee5\u6267\u884c\u66f4\u590d\u6742\u7684\u8bed\u8a00\u4efb\u52a1\u3002\u6211\u4eec\u5c06\u4f7f\u7528\u5b9a\u5236\u7684 NMT \u5f15\u64ce\u751f\u6210\u5185\u5bb9\uff0c\u5728\u4ea4\u7531\u4eba\u5de5\u8fdb\u884c\u6700\u7ec8\u68c0\u67e5\u4e4b\u524d\uff0c\u7531 LLM \u5bf9\u5176\u8fdb\u884c\u6539\u8fdb\u6216\u68c0\u67e5\uff0c\u4ece\u800c\u7f29\u5c0f\u4eba\u5de5\u7ffb\u8bd1\u4e0e\u673a\u5668\u7ffb\u8bd1\u4e4b\u95f4\u7684\u5dee\u8ddd\u3002<\/span><\/p>\n

\u6b64\u5916\uff0c\u9884\u8ba1\u4f4e\u6210\u672c\u5730\u96f7\u7684\u6210\u672c\u6548\u76ca\u4e5f\u4f1a\u63d0\u9ad8\uff0c\u4f7f\u5176\u5728\u7279\u5b9a\u7528\u9014\u4e2d\u53d6\u4ee3\u975e\u6740\u4f24\u4eba\u5458\u5730\u96f7\u6210\u4e3a\u53ef\u80fd\u3002\u6210\u672c\u7684\u964d\u4f4e\u53ef\u4ee5\u4f7f\u5148\u8fdb\u7ffb\u8bd1\u6280\u672f\u7684\u666e\u53ca\u5316\uff0c\u4f7f\u8f83\u5c0f\u7684\u673a\u6784\u4e5f\u80fd\u4ece\u8fd9\u4e9b\u8fdb\u6b65\u4e2d\u53d7\u76ca\u3002\u6b64\u5916\uff0c\u9884\u8ba1\u4eba\u5de5\u667a\u80fd\u670d\u52a1\u5c06\u5d4c\u5165\u8bed\u8a00\u670d\u52a1\u63d0\u4f9b\u5546\u5185\u90e8\uff0c\u63d0\u9ad8\u7ffb\u8bd1\u6d41\u7a0b\u4e4b\u5916\u7684\u6d41\u7a0b\u6548\u7387\uff0c\u5e76\u5c06\u8fd9\u4e9b\u6280\u672f\u66f4\u65e0\u7f1d\u5730\u96c6\u6210\u5230\u73b0\u6709\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u3002<\/span><\/p>\n

\u4e3a\u4ec0\u4e48\u5bf9 LanguageLine \u5ba2\u6237\u5f88\u91cd\u8981<\/span> <\/span><\/p>\n

\u5bf9\u4e8e LanguageLine \u7684\u5ba2\u6237\u6765\u8bf4\uff0c\u4e86\u89e3\u8fd9\u4e9b\u8fdb\u6b65\u662f\u81f3\u5173\u91cd\u8981\u7684\uff0c\u539f\u56e0\u6709\u4ee5\u4e0b\u51e0\u70b9\uff1a<\/span><\/p>\n

\n
\u63d0\u9ad8\u8d28\u91cf\u548c\u51c6\u786e\u6027\uff1a<\/strong>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u8fdb\u6b65\uff0c\u7ffb\u8bd1\u7684\u8d28\u91cf\u548c\u51c6\u786e\u6027\u5c06\u4e0d\u65ad\u63d0\u9ad8\u3002\u8fd9\u610f\u5473\u7740\u5ba2\u6237\u53ef\u4ee5\u671f\u5f85\u66f4\u7cbe\u786e\u3001\u66f4\u7b26\u5408\u6587\u5316\u4e60\u60ef\u7684\u7ffb\u8bd1\uff0c\u8fd9\u5bf9\u4e8e\u5728\u4e0d\u540c\u5e02\u573a\u8fdb\u884c\u6709\u6548\u6c9f\u901a\u548c\u4fdd\u6301\u54c1\u724c\u5b8c\u6574\u6027\u81f3\u5173\u91cd\u8981\u3002<\/span><\/li>\n
\u7ecf\u6d4e\u9ad8\u6548\u7684\u89e3\u51b3\u65b9\u6848\uff1a<\/strong>\u9884\u8ba1\u4e0e\u6cd5\u5f8b\u7855\u58eb\u548c\u975e\u6cd5\u5f8b\u7855\u58eb\u76f8\u5173\u7684\u6210\u672c\u5c06\u964d\u4f4e\uff0c\u8fd9\u610f\u5473\u7740\u5ba2\u6237\u53ef\u4ee5\u4ee5\u66f4\u4f4e\u5ec9\u7684\u4ef7\u683c\u83b7\u5f97\u9ad8\u8d28\u91cf\u7684\u7ffb\u8bd1\u670d\u52a1\u3002\u8fd9\u79cd\u6280\u672f\u7684\u6c11\u4e3b\u5316\u786e\u4fdd\u4e86\u5373\u4f7f\u662f\u8f83\u5c0f\u7684\u7ec4\u7ec7\u4e5f\u80fd\u4ece\u6700\u5148\u8fdb\u7684\u7ffb\u8bd1\u5de5\u5177\u4e2d\u83b7\u76ca\uff0c\u800c\u65e0\u9700\u7834\u8d39\u3002<\/span><\/li>\n
\u6548\u7387\u548c\u901f\u5ea6\uff1a<\/strong>\u5c06\u4eba\u5de5\u667a\u80fd\u878d\u5165\u591a\u8bed\u79cd\u5185\u5bb9\u5236\u4f5c\u53ef\u7b80\u5316\u5de5\u4f5c\u6d41\u7a0b\uff0c\u7f29\u77ed\u9879\u76ee\u5468\u8f6c\u65f6\u95f4\u3002\u5ba2\u6237\u53ef\u4ee5\u671f\u5f85\u66f4\u5feb\u5730\u4ea4\u4ed8\u7ffb\u8bd1\u5185\u5bb9\uff0c\u8fd9\u5728\u7ade\u4e89\u6fc0\u70c8\u7684\u5546\u4e1a\u73af\u5883\u4e2d\u81f3\u5173\u91cd\u8981\uff0c\u56e0\u4e3a\u65f6\u95f4\u5c31\u662f\u751f\u547d\u3002<\/span><\/li>\n
\u6269\u5c55\u670d\u52a1\uff1a<\/strong>\u4eba\u5de5\u667a\u80fd\u5728\u7ffb\u8bd1\u670d\u52a1\u4e2d\u7684\u5e94\u7528\u4e0d\u4ec5\u4ec5\u5c40\u9650\u4e8e\u6587\u672c\u7ffb\u8bd1\u3002\u5ba2\u6237\u53ef\u5c06\u8fd9\u4e9b\u6280\u672f\u7528\u4e8e\u5404\u79cd\u5e94\u7528\uff0c\u5305\u62ec\u5ba2\u6237\u670d\u52a1\u3001\u5185\u5bb9\u521b\u5efa\u548c\u7528\u6237\u4f53\u9a8c\u589e\u5f3a\uff0c\u4e3a\u5176\u591a\u8bed\u8a00\u9700\u6c42\u63d0\u4f9b\u5168\u9762\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/span><\/li>\n

\u53ef\u6269\u5c55\u6027\uff1a<\/strong>\u968f\u7740\u4f01\u4e1a\u7684\u53d1\u5c55\u548c\u8fdb\u5165\u65b0\u5e02\u573a\uff0c\u5feb\u901f\u9ad8\u6548\u5730\u6269\u5c55\u7ffb\u8bd1\u670d\u52a1\u7684\u80fd\u529b\u53d8\u5f97\u81f3\u5173\u91cd\u8981\u3002\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u89e3\u51b3\u65b9\u6848\u63d0\u4f9b\u4e86\u6ee1\u8db3\u65e5\u76ca\u589e\u957f\u7684\u9700\u6c42\u6240\u9700\u7684\u53ef\u6269\u5c55\u6027\uff0c\u540c\u65f6\u53c8\u4e0d\u5f71\u54cd\u8d28\u91cf\u3002<\/span><\/li>\n<\/ol>\n
\u5c55\u671b\u672a\u6765<\/strong><\/span> <\/span><\/p>\n
\u4eba\u5de5\u667a\u80fd\u5728\u591a\u8bed\u79cd\u5185\u5bb9\u5236\u4f5c\u65b9\u9762\u7684\u53d1\u5c55\u4ee5\u4e0d\u65ad\u6539\u8fdb\u548c\u6574\u5408\u5148\u8fdb\u6280\u672f\u4e3a\u6807\u5fd7\u3002\u4ece\u8fd1\u51e0\u5e74\u5bf9 NMT \u7684\u57fa\u7840\u6027\u4f7f\u7528\uff0c\u5230\u4e0d\u4e45\u7684\u5c06\u6765\u6709\u671b\u53d6\u5f97\u7684\u5de8\u5927\u8fdb\u6b65\uff0c\u8fd9\u6bb5\u5386\u7a0b\u5c55\u793a\u4e86\u4eba\u5de5\u667a\u80fd\u7684\u53d8\u9769\u6f5c\u529b\uff0c\u4ee5\u53ca\u6211\u4eec\u7684\u884c\u4e1a\u662f\u5982\u4f55\u8fc5\u901f\u5e94\u5bf9\u8fd9\u4e9b\u673a\u9047\u7684\u3002<\/span><\/p>\n
\u5728\u6211\u4eec\u524d\u8fdb\u7684\u9053\u8def\u4e0a\uff0cNMT \u548c LLM \u7684\u7ed3\u5408\uff0c\u540c\u65f6\u4e0d\u5fd8\u4eba\u7c7b\u4e13\u5bb6\uff0c\u65e0\u7591\u5c06\u7ee7\u7eed\u5851\u9020\u5185\u5bb9\u5236\u4f5c\u7684\u672a\u6765\uff0c\u4e3a\u5168\u7403\u4f20\u64ad\u63d0\u4f9b\u66f4\u9ad8\u6548\u3001\u66f4\u51c6\u786e\u3001\u66f4\u5177\u6210\u672c\u6548\u76ca\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/strong><\/span><\/p>\n
\u5bf9\u4e8e LanguageLine \u7684\u5ba2\u6237\u6765\u8bf4\uff0c\u8fd9\u610f\u5473\u7740\u66f4\u597d\u7684\u670d\u52a1\u3001\u66f4\u597d\u7684\u7ed3\u679c\uff0c\u4ee5\u53ca\u80fd\u591f\u81ea\u4fe1\u800c\u8f7b\u677e\u5730\u6ee1\u8db3\u4ed6\u4eec\u5bf9\u591a\u8bed\u8a00\u5185\u5bb9\u7684\u9700\u6c42\u3002<\/span><\/p>\n
\n
\n
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\u8054\u7cfb\u6211\u4eec<\/span>\u9500\u552e\u54a8\u8be2 – \u8054\u7cfb\u6211\u4eec – LanguageLine<\/span>UK<\/a><\/span><\/span><\/p>\n
$\"\u8054\u7cfb\u6211\u4eec$ <\/p>\n
\u00a0<\/p>\n
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