{"id":22495,"date":"2024-10-08T11:33:57","date_gmt":"2024-10-08T03:33:57","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=22495"},"modified":"2024-10-08T11:33:57","modified_gmt":"2024-10-08T03:33:57","slug":"ai%e5%8d%9a%e5%a3%ab%e5%a6%82%e4%bd%95%e5%81%9a%e5%87%ba%e6%9c%89%e5%bd%b1%e5%93%8d%e5%8a%9b%e7%9a%84%e7%a0%94%e7%a9%b6%ef%bc%9f%e6%96%af%e9%9a%86%e5%a5%96%e5%be%97%e4%b8%bb%e5%bc%9f%e5%ad%90%e4%ba%b2","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/10\/08\/22495\/","title":{"rendered":"AI\u535a\u58eb\u5982\u4f55\u505a\u51fa\u6709\u5f71\u54cd\u529b\u7684\u7814\u7a76\uff1f\u65af\u9686\u5956\u5f97\u4e3b\u5f1f\u5b50\u4eb2\u8eab\u8bb2\u8ff0\u7ecf\u9a8c"},"content":{"rendered":"
\u4e00\u4e2a\u597d\u7684\u5f00\u653e\u6e90\u7801\u5de5\u5177\u53ef\u4ee5\u521b\u9020\u51fa\u6a21\u5757\u5316\u7684\u4f5c\u54c1\uff0c\u4f9b\u65b0\u7684\u7814\u7a76\u8005\u548c\u8d21\u732e\u8005\u63a2\u7d22\u3001\u62e5\u6709\u548c\u53d1\u5c55\u3002<\/div>\n
\n
\n

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\u6700\u8fd1\uff0c\u65af\u5766\u798f\u5927\u5b66 NLP \u7ec4\u5728\u8bfb\u535a\u58eb Omar Khattab \u53d1\u5e03\u4e86\u4e00\u7bc7\u535a\u6587\uff0c\u8ba8\u8bba\u4e86\u9876\u7ea7 AI \u5b66\u8005\u4eec\u6709\u5173\u505a\u6709\u5f71\u54cd\u529b\u7814\u7a76\u7684\u601d\u8003\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

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    \n
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    \u6211\u4e0d\u60f3\u8bf4\u5f97\u592a\u62bd\u8c61\uff0c\u8fd8\u662f\u7528 ColBERT \u6765\u8bf4\u660e\u5427\u30022019 \u5e74\u5e95\uff0c\u5e94\u7528 BERT \u8fdb\u884c\u68c0\u7d22\u7684\u7814\u7a76\u975e\u5e38\u6d41\u884c\uff0c\u4f46\u8fd9\u4e9b\u65b9\u6cd5\u975e\u5e38\u6602\u8d35\u3002\u4eba\u4eec\u81ea\u7136\u4f1a\u95ee\uff0c\u6211\u4eec\u662f\u5426\u80fd\u5927\u5e45\u63d0\u9ad8\u8fd9\u79cd\u65b9\u6cd5\u7684\u6548\u7387\uff1f\u662f\u4ec0\u4e48\u8ba9\u8fd9\u6210\u4e3a\u4e00\u4e2a\u597d\u95ee\u9898\u5462\uff1f<\/p>\n

    \u9996\u5148\uff0c\u5b83\u5f88\u524d\u8a00\u3002\u6211\u4eec\u53ef\u4ee5\u6b63\u786e\u5730\u9884\u8ba1\uff0c\u5230 2021 \u5e74\uff081.5 \u5e74\u540e\uff09\uff0c\u8bb8\u591a\u7814\u7a76\u8005\u5c06\u5bfb\u6c42\u57fa\u4e8e BERT \u7684\u9ad8\u6548\u68c0\u7d22\u67b6\u6784\u3002\u5176\u6b21\uff0c\u5b83\u6709\u5f88\u5927\u7684\u53d1\u5c55\u7a7a\u95f4\u3002\u65b0\u7684 ML \u8303\u5f0f\u5f80\u5f80\u4f1a\u8fd9\u6837\uff0c\u56e0\u4e3a\u5927\u591a\u6570\u6b64\u7c7b\u5de5\u4f5c\u4e00\u5f00\u59cb\u90fd\u4f1a\u5ffd\u7565\u6548\u7387\u3002\u4e8b\u5b9e\u4e0a\uff0c\u6700\u521d\u7684\u65b9\u6cd5\u53ef\u80fd\u9700\u8981 30 \u79d2\u624d\u80fd\u56de\u7b54\u4e00\u4e2a\u67e5\u8be2\uff0c\u800c\u73b0\u5728 30 \u6beb\u79d2\u5c31\u80fd\u5b8c\u6210\u66f4\u9ad8\u8d28\u91cf\u7684\u68c0\u7d22\uff0c\u901f\u5ea6\u5feb\u4e86 1000 \u500d\u3002\u7b2c\u4e09\uff0c\u5b83\u6709\u5f88\u5927\u7684 Fanout\u3002\u53ef\u6269\u5c55\u68c0\u7d22\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u300c\u57fa\u7840\u300d\u95ee\u9898\uff1a\u6bcf\u4e2a\u4eba\u90fd\u9700\u8981\u5728\u68c0\u7d22\u5668\u4e4b\u4e0a\u6784\u5efa\u4e00\u4e9b\u4e1c\u897f\uff0c\u4f46\u5374\u5f88\u5c11\u6709\u4eba\u613f\u610f\u53bb\u6784\u5efa\u5b83\u4eec\u3002<\/p>\n

    \u63d0\u524d\u601d\u8003\u4e24\u6b65<\/h4>\n

    \u5e76\u5feb\u901f\u8fed\u4ee3<\/h4>\n

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    \u6c47\u805a\u5174\u594b\u70b9<\/h4>\n

    \u53d1\u5e03\u5f00\u6e90\u7814\u7a76\u7684\u6280\u5de7<\/h4>\n

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    \u91cc\u7a0b\u7891 1\uff1a\u8ba9\u53d1\u5e03\u7684\u5185\u5bb9\u6709\u7528<\/strong><\/p>\n

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    \u91cc\u7a0b\u7891 2\uff1a\u8ba9\u53d1\u5e03\u901a\u4fd7\u6613\u61c2<\/strong><\/p>\n

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    \u77e5\u540d AI \u5b66\u8005 Andrej Karpathy \u5199\u8fc7\u4e00\u7bc7\u5173\u4e8e\u8fd9\u4e2a\u95ee\u9898\u7684\u6587\u7ae0\uff1a\u300c\u4f60\u5efa\u9020\u4e1c\u897f\uff0c\u7136\u540e\u4f60\u9700\u8981\u5efa\u9020\u5761\u9053\u901a\u5f80\u5b83\u300d\u3002Ben Clavie \u4e5f\u64b0\u5199\u4e86\u5927\u91cf\u6709\u5173\u8fd9\u65b9\u9762\u7684\u6587\u7ae0\uff0c\u4ed6\u5c06\u6211\u4eec\u5728 ColBERT \u4e0a\u6240\u505a\u7684\u5de5\u4f5c\u52a0\u4ee5\u6539\u8fdb\uff0c\u4f7f\u5176\u53d8\u5f97\u66f4\u52a0\u5e73\u6613\u8fd1\u4eba\u4e86\uff0c\u8fd9\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u8bc1\u660e\u4e86\u8fd9\u4e00\u70b9\u3002<\/p>\n

    \"\u56fe\u7247\"<\/p>\n

    \u6765\u6e90\uff1ahttps:\/\/www.youtube.com\/watch?v=c3b-JASoPi0<\/p>\n

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