$\"\"$ <\/p>\n

\u6b63\u5982 Unbabel<\/a> \u9996\u5e2d\u6280\u672f\u5b98\u82e5\u6602\u00b7\u683c\u62c9\u8428\uff08Jo\u00e3o Graca\uff09\u5728\u6700\u8fd1\u7684 Slator \u64ad\u5ba2<\/a>\u4e2d\u63d0\u5230\u7684\u90a3\u6837\uff0c\u867d\u7136\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u6b63\u5728\u8fc5\u901f\u53d6\u4ee3 \u795e\u7ecf\u673a\u5668\u7ffb\u8bd1<\/a>\uff08NMT\uff09\u6a21\u578b\uff0c\u4f46\u5728\u67d0\u4e9b\u5229\u57fa\u9886\u57df\uff0c\u795e\u7ecf\u673a\u5668\u7ffb\u8bd1\u4ecd\u5728\u575a\u6301\u3002<\/p>\n

2023 \u5e74 12 \u6708 Logrus Global\u3001Ocean Translations \u548c\u66fc\u5f7b\u65af\u7279\u5927\u5b66\u7684\u4e00\u9879\u7814\u7a76\u53d1\u73b0\uff0c \u5728\u4e34\u5e8a\u9886\u57df\u5fae\u8c03\u5c0f\u578b\u8bed\u8a00\u6a21\u578b\u6240\u4ea7\u751f\u7684\u7ffb\u8bd1\u6548\u679c\u660e\u663e\u4f18\u4e8e LLM<\/a>\uff0c\u7ee7\u6b64\u53d1\u73b0\u4e4b\u540e\uff0c2024 \u5e74 7 \u6708 26 \u65e5\u53c8\u53d1\u8868\u4e86\u4e00\u9879\u65b0\u7814\u7a76\u3002<\/p>\n

\u5728\u8fd9\u9879\u6700\u65b0\u7814\u7a76\u4e2d\uff0c\u4e13\u95e8\u4ece\u4e8b\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u57f9\u8bad\u7684\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u548c\u57fa\u7840\u8bbe\u65bd\u516c\u53f8 AI Amplified<\/a> \u7684 Bunyamin Keles\u3001Murat Gunay \u548c Serdar Caglar \u8fdb\u4e00\u6b65\u63a2\u7d22\u4e86\u91cf\u8eab\u5b9a\u5236\u7684 NMT<\/a> \u6a21\u578b\u5728 \u533b\u5b66\u7ffb\u8bd1<\/a>\u4e2d\u7684\u4f5c\u7528\u3002\u5177\u4f53\u6765\u8bf4\uff0cAI Amplified \u56e2\u961f\u5229\u7528 MarianMT<\/a> \u57fa\u7840\u6a21\u578b\u5f00\u53d1\u4e86\u4e3a\u533b\u5b66\u6587\u672c\u91cf\u8eab\u5b9a\u5236\u7684\u5c0f\u578b NMT \u6a21\u578b\u3002<\/p>\n

\u4e0e 2023 \u5e74 12 \u6708\u7684\u7814\u7a76\u4e0d\u540c\uff0c\u4ed6\u4eec\u5c06 LLM<\/a> \u7eb3\u5165\u5faa\u73af\uff0c\u4ee5\u521b\u5efa\u5408\u6210\u8bad\u7ec3\u6570\u636e\u3002\u7a46\u62c9\u7279\u00b7\u53e4\u5948\u5728\u63a5\u53d7 Slator \u91c7\u8bbf\u65f6\u8bf4\uff1a\u201c\u6211\u4eec\u53d1\u73b0\uff0cLLM \u5728\u751f\u6210\u5408\u6210\u6570\u636e\u65b9\u9762\u7279\u522b\u6709\u6548\uff0c\u8fd9\u5bf9\u8bad\u7ec3\u6211\u4eec\u7684\u6a21\u578b\u975e\u5e38\u6709\u4ef7\u503c\u3002\u201d\u4ed6\u4eec\u7684\u6a21\u578b\u662f\u5728\u6765\u81ea\u79d1\u5b66\u6587\u7ae0\u3001\u4e34\u5e8a\u6587\u4ef6\u548c\u5176\u4ed6\u533b\u5b66\u6587\u672c\u7684\u5408\u6210\u548c\u771f\u5b9e\u533b\u5b66\u6570\u636e\u4e0a\u8bad\u7ec3\u51fa\u6765\u7684\uff0c\u6709\u516d\u79cd\u8bed\u8a00\u7248\u672c\uff1a\u82f1\u8bed \u3001\u5fb7\u8bed\u3001\u571f\u8033\u5176\u8bed\u3001\u6cd5\u8bed\u3001\u7f57\u9a6c\u5c3c\u4e9a\u8bed\u3001\u897f\u73ed\u7259\u8bed\u548c\u8461\u8404\u7259\u8bed\u3002<\/p>\n

\u4f5c\u8005\u8ba4\u4e3a\uff0c\u4ed6\u4eec\u7684\u5728\u201cLLM \u5728\u56de\u8def\u4e2d\u201d\u65b9\u6cd5\u4e0e\u5728\u9ad8\u8d28\u91cf\u3001\u7279\u5b9a\u9886\u57df\u6570\u636e\u4e0a\u7684\u5fae\u8c03\u76f8\u7ed3\u5408\uff0c\u4f7f\u8fd9\u4e9b\u4e13\u95e8\u7684 NMT \u6a21\u578b\u7684\u6027\u80fd\u4f18\u4e8e\u901a\u7528\u6a21\u578b\uff0c\u751a\u81f3\u4f18\u4e8e\u4e00\u4e9b \u9886\u5148\u7684 LLM<\/a>\u3002<\/p>\n

\u4ed6\u4eec\u6307\u51fa\uff0c\u53c2\u6570\u8d8a\u591a\u7684\u6a21\u578b\u5e76\u4e0d\u4e00\u5b9a\u80fd\u5f97\u5230\u8d8a\u597d\u7684\u8d28\u91cf\u5206\u6570\uff0c\u5e76\u5f3a\u8c03\u6570\u636e\u8d28\u91cf\u548c\u5fae\u8c03\u8fc7\u7a0b\u5f80\u5f80\u6bd4\u6a21\u578b\u5927\u5c0f\u672c\u8eab\u66f4\u91cd\u8981\u3002\u4ed6\u4eec\u5f3a\u8c03\u8bf4\uff1a\u201cLLM \u4e0d\u4e00\u5b9a\uff08\u6bd4 NMT\uff09\u66f4\u597d\uff0c\uff08\u2026\u2026\uff09\u6570\u636e\u96c6\u548c\u8bad\u7ec3\u7684\u8d28\u91cf\u4e5f\u81f3\u5173\u91cd\u8981\u3002\u201d<\/p>\n

\u5c0f\u578b\u4e13\u4e1a\u6a21\u578b\u4f18\u4e8e LLM \u6a21\u578b<\/h3>\n
\u5728\u6240\u6709\u8bed\u8a00\u5bf9\u4e2d\uff0c\u4f5c\u8005\u5c06\u5176\u6a21\u578b\u7684\u7ffb\u8bd1\u8d28\u91cf\u4e0e \u8c37\u6b4c\u7ffb\u8bd1<\/a>\u3001 DeepL<\/a> \u548c GPT-4-Turbo<\/a> \u8fdb\u884c\u4e86\u6bd4\u8f83\u3002\u5bf9\u4e8e\u82f1\u5fb7\u533b\u5b66\u7ffb\u8bd1\u6a21\u578b\uff0c\u4ed6\u4eec\u5c06\u6bd4\u8f83\u8303\u56f4\u6269\u5927\u5230\u4e86 Claude-3\u3002<\/p>\n
\u5728\u591a\u4e2a\u81ea\u52a8\u8bc4\u4f30\u6307\u6807\uff08\u5305\u62ec BLEU\u3001METEOR\u3001ROUGE \u548c BERT\uff09\u4ee5\u53ca\u4f5c\u4e3a\u201c\u516c\u6b63\u8bc4\u59d4\u201d\u7684 ChatGPT \u548c Claude AI \u7684\u8bc4\u4f30\u4e2d\uff0c\u4ed6\u4eec\u7684\u6a21\u578b\u90fd\u4f18\u4e8e\u8c37\u6b4c\u7ffb\u8bd1\u3001DeepL \u548c GPT-4-Turbo\u3002\u4ed6\u4eec\u9009\u62e9\u4e86\u81ea\u52a8\u8bc4\u4f30\u548c\u57fa\u4e8e LLM \u7684\u8bc4\u4f30\uff0c\u800c\u4e0d\u662f\u4eba\u5de5\u8bc4\u4f30\uff0c\u201c\u4ee5\u51cf\u8f7b\u65f6\u95f4\u548c\u6210\u672c\u7684\u9650\u5236\u201d\uff0c\u540c\u65f6\u8fd8\u80fd\u83b7\u5f97\u201c\u5bf9\u7ffb\u8bd1\u8d28\u91cf\u7684\u5b9d\u8d35\u89c1\u89e3\u201d\u3002<\/p>\n
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\u4ed6\u4eec\u7684\u6a21\u578b \u53ef<\/a>\u5728\u5176\u7f51\u7ad9\u4e0a\u8fdb\u884c\u6d4b\u8bd5\uff0c\u7528\u6237\u53ef\u4ee5\u6d4f\u89c8 \u6f14\u793a\u8bd1\u6587<\/a>\uff0c\u4eb2\u773c\u76ee\u7779\u6a21\u578b\u7684\u529f\u80fd\u3002<\/p>\n

\u96f6\u9519\u8bef\u533b\u5b66\u7ffb\u8bd1<\/h3>\n
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\u4f5c\u8005\u603b\u7ed3\u9053\uff1a\u201c\u8fd9\u9879\u7814\u7a76\uff08\u2026\u2026\uff09\u4e3a\u672a\u6765\u4e0e\u533b\u7597\u76f8\u5173\u7684\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u94fa\u5e73\u4e86\u9053\u8def\u3002\u201d<\/p>\n
\uff08\u673a\u5668\u7ffb\u8bd1\uff0c\u8f7b\u5ea6\u8bd1\u540e\u7f16\u8f91\uff0c\u4ec5\u4f9b\u53c2\u8003\uff09<\/p>\n
\u7f16\u8f91\uff1a\u738b\u5b87\u5a77<\/p>\n<\/div>\n
\u539f\u6587\u94fe\u63a5<\/a><\/p>\n
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