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2024\u5e7410\u670831\u65e5 00:01<\/em>\u00a0<\/span>\u9655\u897f<\/span><\/em><\/span><\/section>\n

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\u6beb\u65e0\u7591\u95ee\uff0c\u673a\u5668\u7ffb\u8bd1\u53ef\u4ee5\u4e3a\u5c0f\u578b\u79c1\u8425\u516c\u53f8\u548c\u5927\u578b\u8de8\u56fd\u516c\u53f8\u8282\u7701\u5927\u91cf\u65f6\u95f4\uff0c\u4f46\u5176\u7ed3\u679c\u662f\u5426\u53ef\u9760\u5462\uff1f\u590d\u6742\u7684\u8bed\u53e5\u5f80\u5f80\u4f1a\u751f\u6210\u6ca1\u6709\u610f\u4e49\u7684\u8bed\u53e5\uff0c\u6587\u4f53\u4e0a\u7684\u7ec6\u5fae\u5dee\u522b\u4f1a\u4e22\u5931\uff0c\u6587\u5316\u4e0a\u7684\u5fae\u5999\u4e4b\u5904\u4e5f\u4f1a\u88ab\u9057\u6f0f\u3002\u8fd9\u5728\u6587\u5b66\u7ffb\u8bd1\u4e2d\u66f4\u5177\u6311\u6218\u6027\uff0c\u56e0\u4e3a\u6587\u5b66\u7ffb\u8bd1\u5bf9\u521b\u9020\u6027\u8868\u8fbe\u548c\u7ec6\u5fae\u5dee\u522b\u7684\u8981\u6c42\u6781\u9ad8\u3002\u82e5\u51e0\u4e4e\u6bcf\u4e94\u4e2a\u53e5\u5b50\u90fd\u9700\u8981\u4fee\u6539\uff0c\u8be5\u600e\u4e48\u529e\u5462\uff1f\u8fd9\u5c31\u662f\u673a\u5668\u7ffb\u8bd1\u8bd1\u540e\u7f16\u8f91\uff08MTPE\uff09\u7684\u7528\u6b66\u4e4b\u5730\u3002<\/span><\/section>\n
\u5982\u4eca\uff0c\u8bd1\u540e\u7f16\u8f91\u5df2\u4e0d\u4ec5\u4ec5\u53ea\u7531\u4e13\u4e1a\u8bd1\u5458\u548c\u7f16\u8f91\u4eba\u5458\u8fdb\u884c\u4eba\u5de5\u7ea0\u9519\u3002\u5b83\u662f\u4e00\u4e2a\u81ea\u52a8\u5316\u6d41\u7a0b\uff0c\u5176\u4e2d\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLMs\uff09\u53d1\u6325\u7740\u5173\u952e\u4f5c\u7528\u3002LLMs\u4e0d\u518d\u4f9d\u8d56\u52b3\u52a8\u5bc6\u96c6\u578b\u7684\u4eba\u5de5\u7ea0\u9519\uff0c\u800c\u662f\u627f\u62c5\u8d77\u5b8c\u5584\u8bd1\u6587\u7684\u4efb\u52a1\u3002\u6709\u4e86LLMs\u7684\u8bd1\u540e\u7f16\u8f91\u529f\u80fd\uff0c\u4e0d\u4ec5\u53ef\u4ee5\u7ea0\u6b63\u660e\u663e\u7684\u9519\u8bef\uff0c\u8fd8\u80fd\u589e\u5f3a\u6587\u98ce\uff0c\u4f7f\u6587\u672c\u66f4\u52a0\u81ea\u7136\u3001\u6613\u8bfb\u3002\u4e14\u7ecf\u8fc7\u5927\u91cf\u6570\u636e\u96c6\u7684\u8bad\u7ec3\uff0c\u8fd9\u4e9b\u6a21\u578b\u8fd8\u80fd\u591f\u201c\u7406\u89e3\u201d\u8bed\u8a00\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u5339\u914d\u5355\u8bcd\u3002<\/span><\/section>\n
\u7ed3\u679c\u5982\u4f55\uff1f\u8282\u7701\u65f6\u95f4\u548c\u6210\u672c\uff0c\u63d0\u9ad8\u8d28\u91cf\uff0c\u5f53\u7136\u8fd8\u6709\u751f\u6210\u542c\u8d77\u6765\u50cf\u4eba\u5de5\u7ffb\u8bd1\u7684\u8bd1\u6587\u3002\u5f53\u4eca\u65f6\u4ee3\uff0c\u65f6\u5149\u4f3c\u91d1\uff0c\u4f7f\u7528LLMs\u8fdb\u884c\u8bd1\u540e\u7f16\u8f91\u5df2\u6210\u4e3a\u6240\u6709\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf\u7684\u5fc5\u8981\u6b65\u9aa4\u3002<\/span><\/section>\n<\/section>\n<\/section>\n
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\u673a\u5668\u7ffb\u8bd1\u8fc7\u7a0b\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u9636\u6bb5\uff1a<\/span><\/section>\n
\u00b7 \u00a0\u6587\u672c\u5206\u6790\u3002<\/strong>\u7cfb\u7edf\u5c06\u6587\u672c\u5206\u89e3\u4e3a\u5355\u8bcd\u3001\u77ed\u8bed\u548c\u53e5\u5b50\u7b49\u7ec4\u6210\u90e8\u5206\uff0c\u5e76\u8bd5\u56fe\u201c\u7406\u89e3\u201d\u8bed\u6cd5\u7ed3\u6784\u548c\u4e0a\u4e0b\u6587\uff0c\u4ece\u800c\u5728\u76ee\u6807\u8bed\u8a00\u4e2d\u9009\u62e9\u6b63\u786e\u7684\u5bf9\u5e94\u8bcd\u3002\u4f46\u5728\u6b64\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u4f1a\u51fa\u73b0\u9519\u8bef\uff1a\u673a\u5668\u53ef\u80fd\u4f1a\u8bef\u89e3\u590d\u6742\u7684\u7ed3\u6784\u6216\u6a21\u68f1\u4e24\u53ef\u7684\u8bcd\u8bed\uff0c\u4ece\u800c\u5f71\u54cd\u4e4b\u540e\u7684\u7ffb\u8bd1\u3002<\/span><\/section>\n
\u00b7 \u00a0\u9009\u62e9\u7ffb\u8bd1\u9009\u9879\u3002<\/strong>\u7cfb\u7edf\u4f1a\u81ea\u52a8\u4e3a\u6bcf\u4e2a\u5355\u8bcd\u548c\u77ed\u8bed\u9009\u62e9\u6700\u5408\u9002\u7684\u5bf9\u7b49\u8bcd\u3002\u95ee\u9898\u662f\u8fd9\u4e00\u8fc7\u7a0b\u5f80\u5f80\u662f\u673a\u68b0\u6027\u7684\uff1a\u673a\u5668\u5e76\u4e0d\u603b\u662f\u8003\u8651\u4e0a\u4e0b\u6587\uff0c\u6216\u8005\u6839\u672c\u5c31\u4e0d\u8003\u8651\u4e0a\u4e0b\u6587\uff0c\u4ece\u800c\u5bfc\u81f4\u9519\u8bef\u7684\u9009\u62e9\uff0c\u5c24\u5176\u662f\u5bf9\u4e8e\u540c\u97f3\u5f02\u4e49\u8bcd\u6216\u60ef\u7528\u8868\u8fbe\u800c\u8a00\u3002<\/span><\/section>\n
\u00b7 \u00a0\u751f\u6210\u6700\u7ec8\u6587\u672c\u3002<\/strong>\u673a\u5668\u5c06\u7ffb\u8bd1\u597d\u7684\u90e8\u5206\u7ec4\u5408\u6210\u4e00\u4e2a\u8fde\u8d2f\u7684\u6587\u672c\u3002\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0c\u5373\u4f7f\u6bcf\u4e2a\u5355\u72ec\u7684\u5143\u7d20\u90fd\u7ffb\u8bd1\u6b63\u786e\uff0c\u6700\u7ec8\u4e5f\u53ef\u80fd\u4f1a\u5728\u53e5\u6cd5\uff08\u4e0d\u6b63\u786e\u7684\u8bcd\u5e8f\uff09\u3001\u98ce\u683c\uff08\u673a\u68b0\u548c\u6beb\u65e0\u751f\u6c14\u7684\u8bed\u6c14\uff09\u548c\u903b\u8f91\uff08\u53e5\u5b50\u4e4b\u95f4\u5931\u53bb\u8054\u7cfb\uff09\u5c42\u9762\u51fa\u73b0\u95ee\u9898\u3002<\/span><\/section>\n
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\u4f8b\u5982\uff0c\u5c06\u82f1\u6587\u53e5\u5b50\u201cI saw her duck when the ball was coming towards her. She reacted quickly to avoid getting hit.\u201d\u7ffb\u8bd1\u4e3a\u6cd5\u8bed\u3002<\/span><\/section>\n
\u82f1\u6587\u5355\u8bcd\u201cduck\u201d\u65e2\u53ef\u4ee5\u6307\u52a8\u7269\uff0c\u4e5f\u53ef\u4ee5\u6307\u52a8\u4f5c\u3002\u800c\u81ea\u52a8\u7ffb\u8bd1\u7cfb\u7edf\u53ef\u80fd\u4f1a\u8f93\u51fa\u5982\u4e0b\u5185\u5bb9\uff1a\u201cJ’ai vu son canard quand le ballon arrivait vers elle. Elle a r\u00e9agi rapidement pour \u00e9viter d’\u00eatre frapp\u00e9e.\u201d\u800c\u8fd9\u4e00\u53e5\u5b50\u6beb\u65e0\u610f\u4e49\u3002<\/span><\/section>\n
\u6b63\u786e\u7684\u7248\u672c\u5e94\u8be5\u662f\u201cJe l’ai vue se baisser quand la balle arrivait vers elle.\u00a0Elle a r\u00e9agi rapidement pour \u00e9viter d’\u00eatre frapp\u00e9e.\u201d<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\u5982\u679c\u6ca1\u6709\u8bd1\u540e\u7f16\u8f91\uff0c\u8bd1\u6587\u53ef\u80fd\u4ecd\u7136\u662f\u4e00\u56e2\u4e71\u9ebb\uff0c\u5931\u53bb\u4e86\u539f\u610f\u548c\u6587\u5316\u80cc\u666f\u3002\u56e0\u6b64\u5373\u4f7f\u662f\u6700\u5f3a\u5927\u7684\u673a\u5668\u7ffb\u8bd1\u7b97\u6cd5\u4e5f\u9700\u8981\u8fdb\u4e00\u6b65\u5b8c\u5584\u3002<\/span><\/section>\n
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\u00b7 \u00a0\u8bed\u6cd5\u9519\u8bef\uff1a<\/span><\/strong>\u81ea\u52a8\u7ffb\u8bd1\u7ecf\u5e38\u5305\u542b\u65f6\u6001\u4e0d\u5339\u914d\u3001\u4ecb\u8bcd\u3001\u51a0\u8bcd\u6216\u5927\u5c0f\u5199\u7684\u9519\u8bef\u4f7f\u7528\uff0c\u5c24\u5176\u662f\u5728\u6709\u8bb8\u591a\u7ec6\u5fae\u5dee\u522b\u7684\u590d\u6742\u53e5\u5b50\u4e2d\u3002<\/span><\/section>\n
\u82f1\u6587\uff1aThe teacher was proud of her student.<\/span><\/section>\n
\u673a\u5668\u7ffb\u8bd1\uff1aLe professeur \u00e9tait fier de son \u00e9tudiante.\uff08\u4f7f\u7528\u4e86\u9633\u6027\u5f62\u5bb9\u8bcd\u201cfier\u201d\uff0c\u800c\u975e\u9634\u6027\u5f62\u5bb9\u8bcd\u201cfi\u00e8re\u201d\uff09\u3002<\/span><\/section>\n
\u66f4\u6b63\uff1aLe professeur \u00e9tait fi\u00e8re de son \u00e9tudiante.<\/span><\/section>\n<\/section>\n<\/section>\n
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\u00b7 \u00a0\u8bed\u6cd5\u9519\u8bef\uff1a<\/span><\/strong>\u673a\u5668\u53ef\u80fd\u4f1a\u5728\u53e5\u5b50\u4e2d\u9519\u653e\u5355\u8bcd\uff0c\u5c24\u5176\u662f\u5f53\u6e90\u8bed\u8a00\u548c\u76ee\u6807\u8bed\u8a00\u7684\u7ed3\u6784\u4e0d\u540c\u65f6\uff0c\u8fd9\u4f7f\u5f97\u6587\u672c\u4e0d\u81ea\u7136\u4e14\u96be\u4ee5\u7406\u89e3\u3002<\/span><\/section>\n
\u82f1\u6587\uff1aHe found a sacred book in the old library.<\/span><\/section>\n
\u673a\u5668\u7ffb\u8bd1\uff1aII a trouv\u00e9 un sacr\u00e9 livre dans la vieille biblioth\u00e8que.\uff08\u6b64\u5904\u201csacr\u00e9\u201d\u610f\u4e3a\u201c\u795e\u5723\u7684\u201d\uff0c\u5e94\u653e\u5728\u540d\u8bcd\u4e4b\u540e\u3002\u628a\u5b83\u653e\u5728\u540d\u8bcd\u4e4b\u524d\uff0c\u610f\u601d\u5c31\u53d8\u6210\u4e86\u53e3\u8bed\u4e2d\u7684 \u201c\u8be5\u6b7b\u7684\u201d\uff09\u3002<\/span><\/section>\n
\u66f4\u6b63\uff1aII a trouv\u00e9 un livre sacr\u00e9 dans la vieille biblioth\u00e8que.<\/span><\/section>\n<\/section>\n<\/section>\n
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\u00b7 \u00a0\u8bed\u4e49\u9519\u8bef\uff1a<\/span><\/strong>\u673a\u5668\u7ffb\u8bd1\u53ef\u80fd\u4f1a\u8bef\u89e3\u5355\u8bcd\u6216\u77ed\u8bed\uff0c\u5c24\u5176\u662f\u591a\u4e49\u8bcd\uff0c\u4ece\u800c\u5bfc\u81f4\u7ffb\u8bd1\u9519\u8bef\u548c\u610f\u4e49\u626d\u66f2\u3002<\/span><\/section>\n
\u82f1\u6587\uff1aThe bank is next to the river.<\/span><\/section>\n
\u673a\u5668\u7ffb\u8bd1\uff1aLa banque est \u00e0 c\u00f4t\u00e9 de la rivi\u00e8re.\uff08\u201cbank\u201d\u4e00\u8bcd\u88ab\u8bd1\u4e3a\u91d1\u878d\u673a\u6784\uff0c\u800c\u5728\u6b64\u5904\u7684\u610f\u601d\u662f\u201c\u5cb8\u8fb9\u201d\uff09\u3002<\/span><\/section>\n
\u66f4\u6b63\uff1aLa berge est \u00e0 c\u00f4t\u00e9 de la rii\u00e8re.<\/span><\/section>\n<\/section>\n<\/section>\n
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\u00b7 \u00a0\u6587\u4f53\u9519\u8bef\uff1a<\/span><\/strong>\u673a\u5668\u7ffb\u8bd1\u5f80\u5f80\u65e0\u6cd5\u4fdd\u7559\u539f\u6587\u98ce\u683c\uff0c\u4f7f\u6b63\u5f0f\u6587\u672c\u8fc7\u4e8e\u7b80\u5355\uff0c\u975e\u6b63\u5f0f\u6587\u672c\u8fc7\u4e8e\u6b63\u5f0f\uff0c\u4ece\u800c\u7834\u574f\u4e86\u6587\u672c\u7684\u8bed\u6c14\u548c\u6d41\u7545\u6027\u3002<\/span><\/section>\n
\u82f1\u6587\uff1aHey, how\u2019s it going?<\/span><\/section>\n
\u673a\u5668\u7ffb\u8bd1\u9519\u8bef\uff1aBonjour, comment \u00e7a va ?\uff08\u8bd1\u6587\u8fc7\u4e8e\u6b63\u5f0f\uff09\u3002<\/span><\/section>\n
\u66f4\u6b63\uff1aSalut, \u00e7a va ?<\/span><\/section>\n<\/section>\n<\/section>\n
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\u00b7 \u00a0\u6587\u5316\u9519\u8bef\uff1a<\/span><\/strong>\u6210\u8bed\u3001\u8c1a\u8bed\u548c\u6587\u5316\u5178\u6545\u5f80\u5f80\u6309\u5b57\u9762\u610f\u601d\u7ffb\u8bd1\uff0c\u4f7f\u76ee\u6807\u53d7\u4f17\u611f\u5230\u56f0\u60d1\u6216\u53ef\u7b11\u3002<\/span><\/section>\n
\u82f1\u6587\u53e5\u5b50\uff1aIt\u2019s raining cats and dogs.<\/span><\/section>\n
\u673a\u5668\u7ffb\u8bd1\u9519\u8bef\uff1aII pleut des chats et des chiens.\uff08\u4e60\u8bed\u88ab\u5b57\u9762\u7ffb\u8bd1\uff0c\u5bfc\u81f4\u5bf9\u6cd5\u56fd\u8bfb\u8005\u6765\u8bf4\u6ca1\u6709\u610f\u4e49\uff09\u3002<\/span><\/section>\n
\u66f4\u6b63\uff1aII pleut des cordes.<\/span><\/section>\n<\/section>\n<\/section>\n
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\u8fd9\u4e9b\u9519\u8bef\u6e05\u695a\u5730\u8868\u660e\uff0c\u5373\u4f7f\u662f\u6700\u5148\u8fdb\u7684\u673a\u5668\u7ffb\u8bd1\u7cfb\u7edf\u4e5f\u65e0\u6cd5\u5b8c\u5168\u53d6\u4ee3\u4eba\u5de5\u7ffb\u8bd1\uff0c\u53ea\u6709<\/span>NMT<\/span>\u8bd1\u540e\u7f16\u8f91\u624d\u80fd\u786e\u4fdd\u7ffb\u8bd1\u7684\u9ad8\u8d28\u91cf\u548c\u51c6\u786e\u6027\u3002<\/span><\/span><\/section>\n
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LLM\u8bd1\u540e\u7f16\u8f91\u7b97\u6cd5<\/strong><\/section>\n<\/section>\n
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LLMs<\/span>\u4f7f\u7528\u5148\u8fdb\u7684\u7b97\u6cd5\u5bf9\u673a\u5668\u7ffb\u8bd1\u8fdb\u884c\u6df1\u5165\u5206\u6790\u548c\u589e\u5f3a\uff0c\u4ece\u800c\u8fbe\u5230\u66fe\u7ecf\u53ea\u6709\u4eba\u7c7b\u624d\u80fd\u8fbe\u5230\u7684\u51c6\u786e\u5ea6\u3002\u8fd9\u4e00\u8fc7\u7a0b\u4ece\u6a21\u578b\u8bc4\u4f30\u6e90\u6587\u672c\u7684\u4e0a\u4e0b\u6587\u3001\u7ed3\u6784\u548c\u542b\u4e49\u5f00\u59cb\uff0c\u8bc6\u522b\u5355\u8bcd\u548c\u53e5\u5b50\u4e4b\u95f4\u7684\u8bed\u4e49\u8054\u7cfb\uff0c\u4ee5\u6355\u6349\u81ea\u52a8\u7ffb\u8bd1\u5668\u7684\u9519\u8bef\u3002<\/span><\/span><\/section>\n
\u00b7\u00a0<\/span>\u00a0\u6e90\u6587\u672c\u5206\u6790\u3002<\/span><\/strong>LLMs<\/span>\u4e0d\u53ea\u662f\u9010\u5b57\u7ffb\u8bd1\uff0c\u5b83\u4eec\u8fd8\u80fd\u201c\u7406\u89e3\u201d\u4e0a\u4e0b\u6587\u3002\u8fd9\u4e9b\u6a21\u578b\u53ef\u4ee5\u5206\u89e3\u590d\u6742\u7684\u77ed\u8bed\uff0c\u68c0\u6d4b\u591a\u4e49\u8bcd\uff0c\u5e76\u5bf9\u5176\u8fdb\u884c\u6b63\u786e\u89e3\u91ca\uff0c\u4ece\u800c\u51cf\u5c11\u8bef\u8bd1\uff0c\u907f\u514d\u76f4\u8bd1\u3002<\/span><\/span><\/section>\n
\u00b7\u00a0<\/span>\u00a0\u7ffb\u8bd1\u6821\u6b63<\/strong><\/span><\/strong>\u3002\u63a5\u6536\u6587\u672c\u540e\uff0c<\/span>LLM\u4f1a\u8c03\u6574\u8bed\u6cd5\u3001\u6539\u8fdb\u8bed\u6cd5\u5e76\u5b8c\u5584\u77ed\u8bed\u7684\u81ea\u7136\u6d41\u7545\u6027\u3002<\/span><\/span>\u4e14\u7ecf\u8fc7\u5927\u91cf\u6570\u636e\u7684\u8bad\u7ec3\uff0c\u5b83\u4e0d\u4ec5\u80fd\u8bc6\u522b\u660e\u663e\u7684\u9519\u8bef\uff0c\u8fd8\u80fd\u8bc6\u522b\u98ce\u683c\u6216\u903b\u8f91\u4e0a\u7ec6\u5fae\u7684\u4e0d\u4e00\u81f4\u4e4b\u5904\u3002<\/span><\/span><\/section>\n
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0<\/strong>4<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n
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LLM\u5728\u7ffb\u8bd1\u5b8c\u5584\u4e2d\u7684\u4f5c\u7528<\/strong><\/section>\n<\/section>\n
<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08<\/span>LLMs<\/span>\uff09\u5f7b\u5e95\u6539\u53d8\u4e86\u673a\u5668\u7ffb\u8bd1\u7684\u8bd1\u540e\u7f16\u8f91<\/span>\u65b9\u6cd5\u3002\u4f46\u662f\uff0c<\/span>MTPE\u00a0\u670d\u52a1\u5728\u54ea\u4e9b\u65b9\u9762\u4f18\u4e8e\u4f20\u7edf\u7684\u4eba\u5de5<\/span><\/span>\u8bd1\u540e\u7f16\u8f91<\/span>\u5462\uff1f<\/span>LLMs<\/span>\u62e5\u6709\u5904\u7406\u6587\u672c\u7684\u72ec\u7279\u65b9\u6cd5\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u7ea0\u9519\u3002\u4ed6\u4eec\u53ef\u4ee5\u589e\u5f3a\u6587\u672c\u7684\u6574\u4f53\u610f\u4e49\u548c\u8fde\u8d2f\u6027\uff0c\u4f7f\u5176\u66f4\u6d41\u7545\u3001\u66f4\u7b26\u5408\u903b\u8f91\u3002<\/span><\/span><\/section>\n
\u00b7\u00a0<\/span>\u00a0\u6837\u5f0f\u6539\u7f16\u3002<\/span><\/strong>\u60f3\u8c61\u4e00\u4e0b\uff0c\u7f16\u8f91\u5728\u5ba1\u9605\u6570\u767e\u9875\u7684\u6587\u7ae0\u65f6\uff0c\u4e00\u4e1d\u4e0d\u82df\u5730\u67e5\u627e\u9519\u8bef\u5e76\u5b8c\u5584\u6587\u4f53\u3002<\/span>LLMs\u4e0d\u4ec5\u53ef\u4ee5\u7ea0\u6b63\u9519\u8bef\uff0c\u8fd8\u53ef\u4ee5\u6839\u636e\u6240\u9700\u7684\u6587\u4f53\uff08\u4ece\u6b63\u5f0f\u5230\u5bf9\u8bdd\uff09\u8c03\u6574\u6587\u672c\u3002\u5bf9\u4e8e\u8bed\u6c14\u548c\u60c5\u611f\u7ec6\u5fae\u5dee\u522b\u90fd\u5f88\u91cd\u8981\u7684\u6587\u7ae0\uff0c\u8fd9\u4e00\u70b9\u5c24\u4e3a\u91cd\u8981\u3002\u4eba\u5de5\u7f16\u8f91\u65e2\u8d39\u65f6\u53c8\u8d39\u94b1\uff0c\u800c<\/span>LLMs<\/span>\u53ef\u4ee5\u7acb\u5373\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c\u786e\u4fdd\u5168\u6587\u98ce\u683c\u4e00\u81f4\u3002<\/span><\/span><\/section>\n
\u00b7\u00a0<\/span>\u00a0<\/span>\u8bed\u6cd5\u4fee\u6b63<\/strong><\/span><\/strong>\u3002\u4eba\u7c7b\u5fc5\u987b\u4ed4\u7ec6\u91cd\u8bfb\u5e76\u68c0\u67e5\u6bcf\u4e00\u4e2a\u8bed\u6cd5\u7ec6\u8282\uff0c\u800c<\/span>\u00a0LLMs<\/span>\u51e0\u4e4e\u53ef\u4ee5\u7acb\u5373\u7ea0\u6b63\u9519\u8bef\u3002\u590d\u6742\u7684\u65f6\u6001\u53d8\u5316\u3001\u5927\u5c0f\u5199\u548c\u4ecb\u8bcd\u90fd\u4f1a\u81ea\u52a8\u5904\u7406\uff0c\u4ece\u800c\u5927\u5927\u52a0\u5feb\u5904\u7406\u901f\u5ea6\u3002<\/span><\/span><\/section>\n
\u00b7\u00a0<\/span>\u00a0<\/span>\u63d0\u9ad8\u53ef\u8bfb\u6027<\/strong><\/span><\/strong>\u3002\u6211\u4eec\u90fd\u66fe\u9047\u5230\u8fc7\u81ea\u52a8\u7ffb\u8bd1\u540e\u7684\u7e41\u7410\u590d\u6742\u53e5\u5b50\uff0c<\/span>\u624b\u52a8\u5b8c\u5584\u6b64\u7c7b\u7ed3\u6784\u9700\u8981\u65f6\u95f4\u548c\u6280\u5de7\u3002\u7136\u800c\uff0c<\/span>LLMs<\/span>\u53ef\u4ee5\u6beb\u4e0d\u8d39\u529b\u5730\u5c06\u590d\u6742\u7684\u77ed\u8bed\u8f6c\u5316\u4e3a\u81ea\u7136\u6613\u61c2\u7684\u53e5\u5b50\uff0c\u4f7f\u6587\u672c\u66f4\u6613\u4e8e\u9605\u8bfb\u3002<\/span><\/span><\/section>\n
\u00b7\u00a0<\/span>\u00a0<\/span>\u4e13\u4e1a\u8bcd\u6c47<\/strong><\/span><\/strong>\u3002\u5728\u4f20\u7edf\u7684\u7f16\u540e\u5de5\u4f5c\u4e2d\uff0c\u8bd1\u5458\u7ecf\u5e38\u8981\u82b1\u65f6\u95f4\u4e3a\u590d\u6742\u7684\u672f\u8bed\u5bfb\u627e\u6b63\u786e\u7684\u5bf9\u5e94\u8bcd\uff0c\u800c\u8fd9\u5e76\u4e0d\u662f\u6bcf\u4e2a\u7f16\u8f91\u90fd\u719f\u6089\u7684\u3002\u7ecf\u8fc7\u5927\u91cf\u6587\u672c\u8bad\u7ec3\u7684<\/span>LLMs<\/span>\u53ef\u4ee5\u81ea\u52a8\u8bc6\u522b\u4e0a\u4e0b\u6587\u5e76\u8f93<\/span>\u51fa\u51c6\u786e\u7684\u672f\u8bed\uff0c\u4ece\u800c\u907f\u514d\u4e86\u4eba\u5de5\u641c\u7d22\u3002<\/span>LLMs<\/span>\u7684\u4e3b\u8981\u4f18\u52bf\u4e4b\u4e00\u662f\u4fdd\u6301\u8bcd\u6c47\u7684\u4e00\u81f4\u6027\u3002\u5982\u679c\u540c\u4e00\u6982\u5ff5\u5728\u7ffb\u8bd1\u7684\u4e0d\u540c\u90e8\u5206\u4f7f\u7528\u4e86\u4e0d\u540c\u7684\u672f\u8bed\uff0c\u6a21\u578b\u4f1a\u9009\u62e9\u6b63\u786e\u7684\u5339\u914d\u8bcd\uff0c\u4ee5\u786e\u4fdd\u6574\u4e2a\u6587\u672c\u7684\u7edf\u4e00\u6027\u548c\u903b\u8f91\u6d41\u7545\u6027\u3002<\/span><\/span><\/section>\n
\u00b7\u00a0<\/span>\u00a0<\/span>\u8bed\u5883<\/strong><\/span><\/strong>\u3002\u591a\u4e49\u8bcd\u548c\u591a\u4e49\u6027\u7684<\/span>\u8868\u8fbe\u5bf9\u4efb\u4f55\u7f16\u8f91\u6765\u8bf4\u90fd\u662f\u5669\u68a6\uff0c\u9700\u8981\u4ed4\u7ec6\u9605\u8bfb\u624d\u80fd\u907f\u514d\u9519\u8bef\u3002<\/span>LLMs<\/span>\u53ef\u4ee5\u5feb\u901f\u51c6\u786e\u5730\u5904\u7406\u8fd9\u4e9b\u95ee\u9898\uff0c\u6839\u636e\u4e0a\u4e0b\u6587\u9009\u62e9\u6b63\u786e\u7684\u542b\u4e49\uff0c\u907f\u514d\u8bef\u89e3\u3002\u4ed6\u4eec\u4e0d\u4ec5\u80fd\u4fee\u6b63\u5355\u4e2a\u8bcd\u8bed\uff0c\u8fd8\u80fd\u5728\u66f4\u5e7f\u6cdb\u7684\u6587\u672c\u4e2d\u5206\u6790\u53e5\u5b50\u7684\u542b\u4e49\u3002\u8fd9\u6837\uff0c\u4ed6\u4eec\u5c31\u80fd\u63d0\u51fa\u4fee\u6539\u610f\u89c1\uff0c\u63d0\u9ad8\u8bd1\u6587\u7684\u51c6\u786e\u6027\u548c\u76ee\u6807\u53d7\u4f17\u7684\u6e05\u6670\u5ea6\uff0c\u907f\u514d\u8fc7\u4e8e\u76f4\u8bd1\u6216\u5931\u53bb\u539f\u610f\u3002<\/span><\/span><\/section>\n
\u4eba\u5de5\u8bd1\u540e\u7f16\u8f91<\/span>\u4e00\u76f4\u88ab\u8ba4\u4e3a\u662f\u9ec4\u91d1\u6807\u51c6\uff0c\u4f46\u5b83\u9700\u8981\u5927\u91cf\u7684\u65f6\u95f4\u3001\u8010\u5fc3\u548c\u4e13\u4e1a\u77e5\u8bc6\u3002<\/span>LLMs\u4e0d\u4ec5\u80fd\u66f4\u5feb\u5730\u5b8c\u6210\u4efb\u52a1\uff0c\u800c\u4e14\u51c6\u786e\u6027\u5f88\u9ad8\u3002\u7f16\u8f91\u53ef\u80fd\u9700\u8981\u591a\u6b21\u91cd\u8bfb\u6587\u672c\u624d\u80fd\u6355\u6349\u5230\u7ec6\u5fae\u7684\u5dee\u522b\uff0c\u800c<\/span>LLMs\u5219\u80fd\u7acb\u5373\u770b\u5230\u5168\u8c8c\u3002<\/span>LLMs<\/span>\u627f\u62c5\u4e86\u5927\u90e8\u5206\u5de5\u4f5c\uff0c\u8282\u7701\u4e86\u65f6\u95f4\u548c\u8d44\u6e90\uff0c\u5c24\u5176\u662f\u5728\u7ffb\u8bd1\u5927\u91cf\u6587\u672c\u65f6\u3002<\/span><\/span><\/section>\n
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0<\/strong>5<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u7ffb\u8bd1\u8d28\u91cf\u7684\u8861\u91cf\u6807\u51c6<\/strong><\/section>\n<\/section>\n
<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\u5728\u4f17\u591a\u7528\u4e8e\u8bc4\u4f30\u7ffb\u8bd1\u8d28\u91cf\u7684\u6307\u6807\u4e2d\uff0c\u6709\u4e24\u4e2a\u6307\u6807\u6bd4\u8f83\u7a81\u51fa\uff1a<\/span>BLEU\u548c\u00a0<\/span>COMET\u3002\u5b83\u4eec\u5404\u6709\u7279\u70b9\uff0c\u9002\u7528\u4e8e\u4e0d\u540c\u7684\u4efb\u52a1\u3002<\/span><\/span><\/section>\n
BLEU\uff08<\/span>Bilingual Evaluation Understudy Score\uff09\u662f\u4e00\u4e2a\u7ecf\u5178\u7684\u6307\u6807\uff0c\u4e5f\u662f\u6700\u8457\u540d\u7684\u6307\u6807\u4e4b\u4e00\u3002\u5b83\u901a\u8fc7\u8ba1\u7b97\u76ee\u6807\u8bed\u8a00\u4e2d\u5339\u914d\u7684\u5355\u8bcd\u548c\u77ed\u8bed\uff0c\u5c06\u7ffb\u8bd1\u6587\u672c\u4e0e\u53c2\u8003\u6587\u732e\u8fdb\u884c\u6bd4\u8f83\u3002<\/span>BLEU\u7684\u4f18\u52bf\u5728\u4e8e\u7b80\u5355\u5feb\u6377\u3002\u4f46\u662f\uff0c\u5b83\u4e0d\u8003\u8651\u610f\u4e49\u6df1\u5ea6\u3001\u8bed\u5883\u6216\u6587\u4f53\u7279\u5f81<\/span><\/span>\uff0c\u8fd9\u53ef\u80fd\u4f1a<\/span>\u5bfc\u81f4\u4e00\u4e9b\u4e0d\u80fd\u51c6\u786e\u8868\u8fbe\u539f\u610f\u6216\u542c\u8d77\u6765\u4e0d\u81ea\u7136\u7684\u6587\u672c\u83b7\u5f97\u8f83\u9ad8\u7684<\/span>BLEU\u5206\u6570\u3002<\/span><\/span><\/span><\/section>\n
COMET\uff08\u8de8\u8bed\u8a00\u4f18\u5316\u7ffb\u8bd1\u8bc4\u4f30\u6307\u6807\uff09\u662f\u4e00\u79cd\u66f4\u73b0\u4ee3\u3001\u66f4\u5148\u8fdb\u7684\u6307\u6807\uff0c\u5b83\u4e0d\u4ec5\u8003\u8651\u5355\u8bcd\u5339\u914d\uff0c\u8fd8\u8003\u8651\u6e90\u6587\u672c\u548c\u8bd1\u6587\u4e4b\u95f4\u7684\u8bed\u4e49\u548c\u4e0a\u4e0b\u6587\u8fde\u8d2f\u6027\u3002<\/span>COMET\u64c5\u957f\u6355\u6349\u8bed\u4e49\u8054\u7cfb\uff0c\u53ef\u4ee5\u8bc4\u4f30\u7ffb\u8bd1\u7684\u66f4\u590d\u6742\u65b9\u9762\uff0c\u4f46\u4ecd<\/span><\/span>\u5177\u6709\u5c40\u9650\u6027\u3002<\/span><\/span><\/section>\n
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0<\/strong>6<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n
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\u7ffb\u8bd1\u6307\u6807\u7684\u5c40\u9650\u6027<\/strong><\/section>\n<\/section>\n
<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\u867d\u7136<\/span>BLEU\u548c<\/span>COMET\u662f\u6709\u7528\u7684\u5de5\u5177\uff0c\u4f46\u5b83\u4eec\u5e76\u4e0d\u603b\u80fd\u5c55\u73b0\u5168\u8c8c\uff0c\u5c24\u5176\u662f\u5728\u5904\u7406\u7f16\u8f91\u540e\u7684\u6587\u672c\u65f6<\/span>—\u65e0\u8bba\u662f\u4eba\u5de5\u8fd8\u662f\u5728<\/span>LLMs<\/span>\u7684\u5e2e\u52a9\u4e0b\u3002\u8fd9\u4e9b\u6307\u6807\u53ef\u4ee5\u8bc4\u4f30\u8bcd\u8bed\u5339\u914d\u5ea6\u548c\u8bcd\u8bed\u8f6c\u6362<\/span>\u7684\u51c6\u786e\u6027\uff0c\u4f46\u5b83\u4eec\u5e76\u4e0d\u80fd\u56ca\u62ec\u4e00\u5207<\/span>—\u98ce\u683c\u3001\u53ef\u8bfb\u6027\u548c\u6587\u5316\u4e0a\u7684\u7ec6\u5fae\u5dee\u522b\u4ecd\u7136\u65e0\u6cd5\u4f53\u73b0\u3002\u4f8b\u5982\uff0c\u4e00\u7bc7\u6587\u672c\u53ef\u80fd\u5728<\/span>COMET\u4e0a\u5f97\u5206\u5f88\u9ad8\uff0c\u4f46\u5728\u76ee\u6807\u53d7\u4f17\u770b\u6765\u4ecd\u7136\u5f88\u4e0d\u81ea\u7136\uff0c\u63a5\u53d7\u5ea6\u5f88\u4f4e\u3002<\/span><\/span><\/span><\/section>\n
\u8bd1\u540e\u7f16\u8f91\u9700\u8981\u505a\u7684\u5f80\u5f80\u4e0d\u4ec5\u4ec5\u662f\u7ea0\u9519\uff0c\u8fd8\u9700\u8981\u6839\u636e\u7279\u5b9a\u7684\u8bed\u5883\u5bf9\u6587\u672c\u8fdb\u884c\u8c03\u6574\uff0c\u589e\u5f3a\u5176\u6d41\u7545\u6027\uff0c\u5e76\u8c03\u6574\u5176\u8bed\u6c14\u3002\u5728\u8fd9\u65b9\u9762\uff0c\u4efb\u4f55\u8861\u91cf\u6807\u51c6\u90fd\u65e0\u6cd5\u53d6\u4ee3\u7ec6\u5fc3\u7684\u7f16\u8f91\u6216\u6df1\u5165\u7684\u5206\u6790\u3002\u8981\u8fdb\u884c\u771f\u6b63\u7684\u5b9a\u6027\u8bc4\u4f30\uff0c\u81ea\u52a8\u7cfb\u7edf\u5c1a\u65e0\u6cd5\u8003\u8651\u7684\u4e3b\u89c2\u56e0\u7d20\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002<\/span><\/section>\n
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0<\/strong>7<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n
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LLM\u7f16\u8f91\u540e\u6587\u672c\u7684\u4eba\u5de5\u8bc4\u4f30<\/strong><\/section>\n<\/section>\n
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\u76ee\u6807\u53d7\u4f17\u7684\u76f4\u63a5\u53cd\u9988\u662f\u8bc4\u4f30<\/span>MT<\/span>\u8bd1\u540e\u7f16\u8f91\u8d28\u91cf\u7684\u91cd\u8981\u65b9\u6cd5\u3002\u8c03\u67e5\u548c\u95ee\u5377\u6709\u52a9\u4e8e\u786e\u5b9a\u6587\u672c\u4e0e\u8bfb\u8005\u7684\u5171\u9e23\u7a0b\u5ea6\u3001\u542c\u8d77\u6765\u662f\u5426\u81ea\u7136\u4ee5\u53ca\u662f\u5426\u7b26\u5408\u4ed6\u4eec\u7684\u671f\u671b\u3002\u7528\u6237\u53ef\u4ee5\u63d0\u4f9b\u53ef\u8bfb\u6027\u65b9\u9762\u7684\u89c1\u89e3\uff0c\u7a81\u51fa\u96be\u8bfb\u7684\u90e8\u5206\uff0c\u5e76\u8bc4\u4ef7\u6587\u672c\u7684\u6574\u4f53\u98ce\u683c\u548c\u542b\u4e49\u3002\u8fd9\u79cd\u53cd\u9988\u662f\u5bf9\u6280\u672f\u8bc4\u4f30\u7684\u8865\u5145\uff0c\u63d0\u4f9b\u4e86\u66f4\u611f\u6027\u548c\u4eba\u6027\u5316\u7684\u89c6\u89d2\u3002<\/span><\/span><\/section>\n
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Lingvanex\u7ed3\u5408\u5c16\u7aef\u6280\u672f\u548c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u00a0<\/span>(LLMs)\u00a0\u7684\u529f\u80fd\uff0c\u4e3a\u673a\u5668\u7ffb\u8bd1<\/span><\/span>\u8bd1\u540e\u7f16\u8f91\u670d\u52a1\u63d0\u4f9b\u5f3a\u5927\u7684\u5de5\u5177\u3002\u8fd9\u4e9b\u89e3\u51b3\u65b9\u6848\u53ef\u5e2e\u52a9\u516c\u53f8\u6839\u636e\u5177\u4f53\u4efb\u52a1\u548c\u9700\u6c42\u8c03\u6574\u7ffb\u8bd1\uff0c\u4ece\u800c\u63d0\u9ad8\u7ffb\u8bd1\u8d28\u91cf\u3002\u63a5\u4e0b\u6765\uff0c<\/span>\u8ba9\u6211\u4eec\u8be6\u7ec6\u4e86\u89e3<\/span>LLMs<\/span>\u5982\u4f55\u5904\u7406\u7ffb\u8bd1\u6210\u6cd5\u8bed\u7684\u6587\u672c\u7684\u8bd1\u540e\u7f16\u8f91\u5de5\u4f5c\u3002<\/span><\/span><\/section>\n
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I recently started a new job at a large multinational company. The office is located in the heart of the city, and the commute is quite convenient for me. My team consists of people from different countries, which makes every day interesting as we exchange ideas and perspectives. However, the workload has been heavier than I anticipated. I sometimes find it difficult to keep up with all the deadlines, especially since my previous job was much more relaxed. Despite the challenges, I\u2019m learning a lot, and I appreciate the opportunity to develop new skills. I\u2019m also getting used to the company\u2019s culture, which emphasises teamwork and collaboration. Hopefully, I will find a better work-life balance soon.<\/span><\/em><\/span><\/section>\n
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\u4f7f\u7528Lingvanex Translator\u7ffb\u8bd1\u4e3a\u6cd5\u8bed\uff1a<\/strong><\/section>\n<\/section>\n
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J’ai r\u00e9cemment commenc\u00e9 un nouvel emploi dans une grande entreprise multinationale. Le bureau est situ\u00e9 au c\u0153ur de la ville, et le trajet est assez pratique pour moi. Mon \u00e9quipe est compos\u00e9e de personnes de diff\u00e9rents pays, ce qui rend chaque jour int\u00e9ressant lorsque nous \u00e9changeons des id\u00e9es et des perspectives. Cependant, la charge de travail a \u00e9t\u00e9 plus lourde que je ne l’avais pr\u00e9vu. J’ai parfois du mal \u00e0 respecter tous les d\u00e9lais, d’autant plus que mon emploi pr\u00e9c\u00e9dent \u00e9tait beaucoup plus d\u00e9tendu. Malgr\u00e9 les d\u00e9fis, j’apprends beaucoup, et j’appr\u00e9cie l’opportunit\u00e9 de d\u00e9velopper de nouvelles comp\u00e9tences. Je m’habitue aussi \u00e0 la culture de l’entreprise, qui met l’accent sur le travail d’\u00e9quipe et la collaboration. Esp\u00e9rons que je trouverai bient\u00f4t un meilleur \u00e9quilibre entre vie professionnelle et vie priv\u00e9e.<\/span><\/em><\/span><\/p>\n
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\u4f7f\u7528Lingvanex\u7684LLM\u8fdb\u884c\u8bd1\u540e\u7f16\u8f91\u540e\u7684\u6587\u672c\uff1a<\/strong><\/section>\n<\/section>\n
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Je viens de commencer un nouvel emploi dans une grande entreprise multinationale. Le bureau est situ\u00e9 en plein centre-ville, ce qui facilite mon trajet. Mon \u00e9quipe est compos\u00e9e de personnes issues de divers pays, ce qui rend chaque jour int\u00e9ressant gr\u00e2ce aux \u00e9changes d’id\u00e9es et de perspectives. Cependant, la charge de travail s’av\u00e8re plus importante que je ne l’avais anticip\u00e9. Je peine parfois \u00e0 respecter tous les d\u00e9lais, car mon pr\u00e9c\u00e9dent emploi \u00e9tait bien moins exigeant. Malgr\u00e9 ces d\u00e9fis, j’apprends beaucoup et je suis reconnaissant de pouvoir d\u00e9velopper de nouvelles comp\u00e9tences. Je m’adapte \u00e9galement \u00e0 la culture d’entreprise, qui encourage le travail d’\u00e9quipe et la collaboration. J’esp\u00e8re trouver prochainement un meilleur \u00e9quilibre entre vie professionnelle et vie priv\u00e9e.<\/span><\/em><\/span><\/p>\n
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\u603b\u7684\u6765\u8bf4\uff0c<\/span>Lingvanex\u7ffb\u8bd1\u7684\u6587\u672c\u662f\u6b63\u786e\u7684\uff0c\u4f46\u4ecd\u5b58\u5728\u4e00\u4e9b\u4e0d\u81ea\u7136\u7684\u77ed\u8bed\uff0c\u7ecf\u8fc7<\/span><\/span>\u8bd1\u540e\u7f16\u8f91\u4e4b<\/span>\u540e\uff0c\u8fd9\u4e9b\u77ed\u8bed\u88ab\u6210\u529f\u5730\u4fee\u9970\u4e86\u3002\u5c06\u8bed\u6cd5\u7ed3\u6784<\/span>\u201cJ’ai r\u00e9cemment commenc\u00e9\u201d\u66ff\u6362\u4e3a<\/span>\u201cJe viens de commencer\u201d\uff0c\u5bf9\u4e8e\u8bb2\u6cd5\u8bed\u7684\u4eba\u6765\u8bf4\uff0c\u6587\u672c\u66f4\u52a0<\/span><\/span>\u53e3\u8bed\u5316<\/span>\u548c\u81ea\u7136\u3002\u65b0\u7684\u8bed\u6cd5\u7ed3\u6784\u8868\u793a\u5de5\u4f5c\u521a\u521a\u5f00\u59cb\uff0c\u66f4\u7b26\u5408\u8bed\u5883\u3002<\/span>\u201cau c\u0153ur de la ville\u201d\u5728\u6280\u672f\u4e0a\u662f\u6b63\u786e\u7684\uff0c\u4f46\u7528<\/span>\u201cen plein centre-ville\u201d\u6765\u63cf\u8ff0\u529e\u516c\u5ba4\u5728\u57ce\u5e02\u4e2d\u7684\u4f4d\u7f6e\u542c\u8d77\u6765\u66f4\u81ea\u7136\u3002<\/span>\u201clourde\u201d\u4e00\u8bcd\u88ab\u66ff\u6362\u4e3a<\/span>\u201cimportante\u201d\uff0c\u540e\u8005\u542c\u8d77\u6765\u66f4\u4e13\u4e1a\uff0c\u5728\u98ce\u683c\u4e0a\u4e5f\u66f4\u597d\u5730\u53cd\u6620\u4e86\u5de5\u4f5c\u91cf\u7684\u5927\u5c0f\u3002\u5728\u77ed\u8bed<\/span>\u201cJ’ai parfois du mal\u201d\u4e2d\uff0c\u7528<\/span>\u201cpeine\u201d\u4ee3\u66ff\u52a8\u8bcd\uff0c\u4f7f\u6587\u5b57\u66f4\u52a0\u6d41\u7545\u3002\u5c06\u77ed\u8bed<\/span>\u201cEsp\u00e9rons que\u201d\u7b80\u5316\u4e3a<\/span>\u201cJ’esp\u00e8re\u201d\uff0c\u4f7f\u5176\u66f4\u52a0\u4e2a\u6027\u5316\u548c\u76f4\u63a5\uff0c\u6539\u5584\u4e86\u6587\u7ae0\u7684\u98ce\u683c\u3002<\/span><\/span><\/span><\/p>\n
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Coral reefs are some of the most diverse and valuable ecosystems on the planet. They provide habitat for thousands of species and protect coastlines from erosion. However, coral reefs are highly sensitive to changes in water temperature, acidity, and pollution. Climate change has led to widespread coral bleaching, where the coral expels the algae living in its tissues, causing it to turn white. This process weakens the coral, making it more susceptible to disease and death. Protecting coral reefs is vital not only for biodiversity but also for the millions of people who rely on these ecosystems for food, income, and coastal protection.<\/span><\/em><\/span><\/p>\n
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\u4f7f\u7528Lingvanex Translator\u7ffb\u8bd1\u6210\u6cd5\u8bed\uff1a<\/strong><\/section>\n<\/section>\n<\/section>\n
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Les r\u00e9cifs coralliens comptent parmi les \u00e9cosyst\u00e8mes les plus diversifi\u00e9s et les plus pr\u00e9cieux de la plan\u00e8te. Ils fournissent un habitat \u00e0 des milliers d\u2019esp\u00e8ces et prot\u00e8gent les c\u00f4tes de l\u2019\u00e9rosion. Cependant, les r\u00e9cifs coralliens sont tr\u00e8s sensibles aux changements de temp\u00e9rature de l\u2019eau, d\u2019acidit\u00e9 et de pollution. Le changement climatique a conduit \u00e0 un blanchissement g\u00e9n\u00e9ralis\u00e9 des coraux, o\u00f9 le corail expulse les algues vivant dans ses tissus, les faisant devenir blanches. Ce processus affaiblit le corail, le rendant plus sensible aux maladies et \u00e0 la mort. La protection des r\u00e9cifs coralliens est vitale non seulement pour la biodiversit\u00e9 mais aussi pour les millions de personnes qui d\u00e9pendent de ces \u00e9cosyst\u00e8mes pour leur alimentation, leurs revenus et leur protection c\u00f4ti\u00e8re.<\/span><\/em><\/span><\/p>\n
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\u4f7f\u7528Lingvanex\u7684LLM\u8fdb\u884c\u8bd1\u540e\u7f16\u8f91\u540e\u7684\u6587\u672c\uff1a<\/strong><\/section>\n<\/section>\n
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Les r\u00e9cifs coralliens comptent parmi les \u00e9cosyst\u00e8mes les plus diversifi\u00e9s et les plus pr\u00e9cieux de la plan\u00e8te. Ils offrent un habitat \u00e0 des milliers d’esp\u00e8ces et prot\u00e8gent les c\u00f4tes de l’\u00e9rosion. Cependant, les r\u00e9cifs coralliens sont tr\u00e8s sensibles aux changements de temp\u00e9rature, d’acidit\u00e9 et de pollution de l’eau. Le changement climatique a entra\u00een\u00e9 un blanchissement g\u00e9n\u00e9ralis\u00e9 des coraux, o\u00f9 le corail expulse les algues vivant dans ses tissus, les faisant devenir blancs. Ce processus affaiblit le corail, le rendant plus sensible aux maladies et \u00e0 la mort. La protection des r\u00e9cifs coralliens est vitale non seulement pour la biodiversit\u00e9, mais aussi pour les millions de personnes qui d\u00e9pendent de ces \u00e9cosyst\u00e8mes pour leur alimentation, leurs revenus et leur protection c\u00f4ti\u00e8re.<\/span><\/em><\/span><\/p>\n
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\u8bd1\u6587\u603b\u4f53\u4e0d\u9519\uff0c\u4f46\u9700\u8981\u505a\u4e00\u4e9b\u66f4\u6b63\u3002\u5c06<\/span>\u201cfournissent\u201d\u66ff\u6362\u4e3a\u66f4\u7b26\u5408\u8bed\u5883\u7684<\/span>\u00a0\u201coffrent\u201d\uff0c\u4f7f\u6587\u5b57\u66f4\u6d41\u7545\u81ea\u7136\u3002\u5728<\/span>\u201cles r\u00e9cifs coralliens sont tr\u00e8s sensibles aux changements de temp\u00e9rature, d’acidit\u00e9 et de pollution de l’eau\u201d\u8fd9\u53e5\u8bdd\u4e2d\uff0c<\/span><\/span>\u8bd1\u540e\u7f16\u8f91<\/span>\u5728\u63d0\u5230\u6c61\u67d3\u548c\u9178\u5ea6\u4e4b\u540e\u6dfb\u52a0\u4e86<\/span>\u201cde l’eau\u201d\u8fd9\u4e00\u8bf4\u660e\uff0c\u4ece\u800c\u63d0\u9ad8\u4e86\u6e05\u6670\u5ea6\u3002\u5bf9\u8bed\u6cd5\u8fdb\u884c\u4e86\u5c0f\u7684\u8c03\u6574\uff1a\u5c06<\/span>\u201cblancs\u201d\u6539\u4e3a<\/span>\u201cblanches\u201d\uff0c\u4ee5\u4fbf\u4e0e<\/span>\u201calgues\u201d\u4e00\u8bcd\u7684\u6027\u522b\u4e00\u81f4\uff0c\u56e0\u4e3a\u8fd9\u4e2a\u540d\u8bcd\u5728\u6cd5\u8bed\u4e2d\u662f\u590d\u6570\u548c\u9634\u6027\u7684\u3002\u6b64\u5916\uff0c<\/span>LLM\u8fd8\u5728<\/span>\u201cmais aussi\u201d\u524d\u52a0\u4e86\u4e00\u4e2a\u9017\u53f7\uff0c\u8fd9\u7b26\u5408\u6cd5\u8bed\u6807\u70b9\u7b26\u53f7\u89c4\u5219\uff0c\u4f7f\u6587\u672c\u5728\u8bed\u6cd5\u4e0a\u66f4\u52a0\u5408\u7406\u3002<\/span><\/span><\/span><\/section>\n
\u56e0\u6b64\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\uff0c\u5728<\/span>LLMs<\/span>\u7684\u5e2e\u52a9\u4e0b\u8fdb\u884c\u7684\u8bd1\u540e\u7f16\u8f91\u5927\u5927\u6539\u5584\u4e86\u6587\u672c\u7684\u98ce\u683c\u548c\u81ea\u7136\u5ea6\u3002\u66f4\u6b63\u4e0d\u4ec5\u89e3\u51b3\u4e86\u8bed\u6cd5\u548c\u6807\u70b9\u7b26\u53f7\u9519\u8bef\uff0c\u8fd8\u52a0\u5f3a\u4e86\u8bed\u53e5\u7684\u6d41\u7545\u6027\u548c\u7ed3\u6784\uff0c\u5e76\u9009\u62e9\u4e86\u66f4\u81ea\u7136\u7684\u6cd5\u8bed\u77ed\u8bed\u3002<\/span><\/span><\/section>\n
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Lingvanex\u5728\u8bd1\u540e\u7f16\u8f91\u65b9\u9762\u7684\u4f18\u52bf<\/strong><\/section>\n<\/section>\n
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\u00b7\u00a0<\/span>\u00a0<\/span>LLM\u96c6\u6210\uff0c\u63d0\u9ad8\u8d28\u91cf<\/span><\/span>\uff1a<\/span><\/span><\/strong>Lingvanex\u4e0e<\/span>LLMs<\/span>\u96c6\u6210\uff0c\u5b9e\u73b0\u7ffb\u8bd1\u7684\u81ea\u52a8\u8bd1\u540e\u7f16\u8f91\u3002\u8fd9\u610f\u5473\u7740\u590d\u6742\u7684\u77ed\u8bed\u3001\u7279\u5b9a\u7684\u672f\u8bed\u548c\u8bed\u6cd5\u9519\u8bef\u4e0d\u4ec5\u80fd\u5f97\u5230\u57fa\u672c\u7684\u7ea0\u6b63\uff0c\u8fd8\u80fd\u6839\u636e\u4e0a\u4e0b\u6587\u548c\u98ce\u683c\u8fdb\u884c\u4fee\u6539\uff0c\u4f7f\u8bd1\u6587\u5c3d\u53ef\u80fd\u81ea\u7136\u3001\u51c6\u786e\u3002<\/span><\/span><\/p>\n
\u00b7\u00a0<\/span>\u00a0\u6839\u636e\u5ba2\u6237\u9700\u6c42\u91cf\u8eab\u5b9a\u5236\uff1a<\/span><\/span><\/strong>Lingvanex\u89e3\u51b3\u65b9\u6848\u7684\u4e3b\u8981\u7279\u70b9\u4e4b\u4e00\u662f\u80fd\u591f\u5b8c\u5168\u9002\u5e94\u5ba2\u6237\u7684\u5177\u4f53\u9700\u6c42\u3002\u6bcf\u4e2a\u884c\u4e1a\u548c\u4f01\u4e1a\u90fd\u6709\u72ec\u7279\u7684\u7ffb\u8bd1\u8981\u6c42\uff0c<\/span>Lingvanex<\/span>\u5219\u5145\u5206\u8003\u8651\u5230\u4e86\u8fd9\u4e00\u70b9\uff0c\u4e3a\u6bcf\u9879\u4efb\u52a1\u63d0\u4f9b\u5b9a\u5236\u89e3\u51b3\u65b9\u6848\u3002<\/span><\/span><\/p>\n
\u00b7\u00a0<\/span>\u00a0\u652f\u6301\u591a\u79cd\u683c\u5f0f\uff0c\u6613\u4e8e\u96c6\u6210\uff1a<\/span><\/span><\/strong>Lingvanex\u652f\u6301\u591a\u79cd\u6587\u4ef6\u683c\u5f0f\uff0c\u662f\u9002\u7528\u4e8e\u5404\u79cd\u5de5\u4f5c\u6d41\u7a0b\u7684\u7075\u6d3b\u5de5\u5177\u3002\u4e0e\u73b0\u6709\u7cfb\u7edf\u548c\u6d41\u7a0b\u7684\u65e0\u7f1d\u96c6\u6210\uff0c\u4e3a\u516c\u53f8\u8282\u7701\u4e86\u65f6\u95f4\u548c\u8d44\u6e90\u3002<\/span><\/span><\/p>\n
\u00b7\u00a0<\/span>\u00a0\u9ad8\u7ea7\u6570\u636e\u5b89\u5168\uff1a<\/span><\/span><\/strong>\u5728\u5927\u591a\u6570\u516c\u53f8\u5c06\u6570\u636e\u4fdd\u62a4\u653e\u5728\u9996\u4f4d\u7684\u65f6\u4ee3\uff0c<\/span>Lingvanex\u786e\u4fdd\u4e86\u9ad8\u5ea6\u7684\u5b89\u5168\u6027\u3002\u6240\u6709\u7ffb\u8bd1\u90fd\u6309\u7167\u6700\u4e25\u683c\u7684\u6570\u636e\u4fdd\u62a4\u6807\u51c6\u8fdb\u884c\u5904\u7406\u3002<\/span><\/span><\/p>\n
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0<\/strong>10<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n
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LLM\u8bd1\u540e\u7f16\u8f91\u7684\u672a\u6765<\/strong><\/section>\n<\/section>\n
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\u4f7f\u7528<\/span>LLMs<\/span>\u8fdb\u884c\u8bd1\u540e\u7f16\u8f91\u7684\u672a\u6765\u5927\u6709\u53d1\u5c55\u3002\u6280\u672f\u6b63\u5728\u4e0d\u65ad\u53d1\u5c55\uff0c\u4f1a\u53d8\u5f97\u66f4\u52a0\u667a\u80fd\u548c\u51c6\u786e\uff0c\u4ece\u800c\u4f7f\u8bd1\u540e\u7f16\u8f91\u66f4\u52a0\u5feb\u901f\u548c\u9ad8\u6548\u3002\u6211\u4eec\u5373\u5c06\u8fce\u6765\u8fd9\u6837\u4e00\u4e2a\u65f6\u4ee3\uff1a\u7ffb\u8bd1\u8fc7\u7a0b\u4e2d\u7684\u4eba\u5de5\u5e72\u9884\u5c06\u51cf\u5c11\u5230\u6700\u4f4e\u7a0b\u5ea6\uff0c\u5c24\u5176\u662f\u5728\u5904\u7406\u5927\u91cf\u6587\u672c\u65f6\uff0c\u4eba\u5de5\u5e72\u9884\u7684\u9700\u6c42\u5c06\u4f1a\u964d\u81f3\u6700\u4f4e\u3002<\/span><\/span><\/section>\n
LLM\u6280\u672f\u4ecd\u5728\u5feb\u901f\u53d1\u5c55\uff0c\u5176\u4e3b\u8981\u7279\u70b9\u4e4b\u4e00\u662f\u80fd\u591f\u8fdb\u884c\u5fae\u8c03\u3002\u8fd9\u4e9b\u6a21\u578b\u53ef\u4ee5\u6839\u636e\u7279\u5b9a\u516c\u53f8\u6216\u9879\u76ee\u7684\u6570\u636e\u8fdb\u884c\u8bad\u7ec3\u548c\u8c03\u6574\uff0c\u4f7f<\/span><\/span>\u8bd1\u540e\u7f16\u8f91\u66f4\u52a0\u7cbe\u786e\u548c\u4e2a\u6027\u5316\u3002\u6bcf\u4e00\u6b21\u65b0\u7684\u8fed\u4ee3\u90fd\u4f1a\u63d0\u9ad8\u5b83\u4eec\u7406\u89e3\u4e0a\u4e0b\u6587\u3001\u8c03\u6574\u98ce\u683c\u548c\u5904\u7406\u7279\u5b9a\u884c\u4e1a\u672f\u8bed\u7684\u80fd\u529b\u3002\u8fd9\u4e3a\u5927\u5e45\u51cf\u5c11\u5bf9\u4eba\u5de5\u5de5\u4f5c\u7684\u4f9d\u8d56\u94fa\u5e73\u4e86\u9053\u8def\uff0c\u5c24\u5176\u662f\u5728\u7ffb\u8bd1\u5927\u91cf\u6587\u672c\u65f6\u3002<\/span><\/span><\/section>\n
\u7136\u800c\uff0c\u5c3d\u7ba1\u53d6\u5f97\u4e86\u8fd9\u4e9b\u8fdb\u6b65\uff0c\u4eba\u5de5\u5728\u8bd1\u540e\u7f16\u8f91\u4e2d\u7684\u4f5c\u7528\u5e76\u4e0d\u4f1a\u6d88\u5931\uff0c\u53ea\u4f1a\u4e0d\u65ad\u6f14\u53d8\u3002\u4eba\u5de5\u5c06\u66f4\u591a\u5730\u6210\u4e3a\u76d1\u7763\u8005\uff0c\u76d1\u7763\u6700\u7ec8\u4ea7\u51fa\uff0c\u800c\u4e0d\u518d\u8fdb\u884c\u5b9e\u9645\u7f16\u8f91\u3002<\/span><\/section>\n
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<\/section>\n<\/section>\n<\/section>\n<\/section>\n","protected":false},"excerpt":{"rendered":"
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