{"id":1556,"date":"2024-06-10T21:25:32","date_gmt":"2024-06-10T14:25:32","guid":{"rendered":"https:\/\/nlnc.e-shepherding.org\/?page_id=1556"},"modified":"2024-06-10T21:39:32","modified_gmt":"2024-06-10T14:39:32","slug":"%e7%94%9f%e6%88%90%e5%bc%8fai%e5%af%bc%e8%ae%ba","status":"publish","type":"page","link":"https:\/\/nlnc.e-shepherding.org\/?page_id=1556","title":{"rendered":"\u751f\u6210\u5f0fAI\u5bfc\u8bba"},"content":{"rendered":"

\u751f\u6210\u5f0fAI\u5bfc\u8bba<\/h1>\n
\u62a5\u544a\uff1a<\/b><\/span>\u672c\u7bc7\u6587\u7ae0\u4e3b\u8981\u662f\u8bb2\u5230\u4e24\u4e2a\u70b9<\/b><\/a><\/div>\n
1\u3001\u66f4\u6709\u6548\u7684\u6307\u4ee4\u662f\u63d0\u9ad8\u8f93\u51fa\u7ed3\u679c\u5173\u952e<\/b><\/span><\/div>\n
2\u3001<\/b><\/span>In-context learning\uff08\u4e3b\u8981\u7406\u5ff5\uff1a\u8bed\u8a00\u6a21\u578b\u4e0d\u80fd\u7ed9\u51fa\u6ee1\u610f\u7684\u7ed3\u679c\uff0c\u4e3b\u8981\u5728\u4e0e\u4ed6\u4e0d\u4e86\u89e3\u4f60\uff0c<\/b><\/span>In-context learning\u4e3b\u8981\u662f\u5e2e\u52a9<\/b>\u8bed\u8a00\u6a21\u578b\u7406\u89e3\u4f60<\/b>\uff09<\/b><\/div>\n
\u5173\u4e8e<\/b><\/span>In-context learning\u76f8\u5173\u77e5\u8bc6\uff1a<\/b><\/div>\n
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\u4e0a\u4e0b\u6587\u5b66\u4e60\u662f\u6307\u8bed\u8a00\u6a21\u578b\uff08\u5982GPT-4\uff09\u5229\u7528\u7ed9\u5b9a\u63d0\u793a\u4e2d\u7684\u4e0a\u4e0b\u6587\u6765\u7406\u89e3\u548c\u751f\u6210\u76f8\u5173\u54cd\u5e94\uff0c\u800c\u65e0\u9700\u989d\u5916\u7684\u8bad\u7ec3\u6216\u5fae\u8c03\u3002\u4e0a\u4e0b\u6587\u5b66\u4e60\u7684\u5173\u952e\u7279\u70b9\u5305\u62ec\uff1a<\/p>\n

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  1. \u4e0a\u4e0b\u6587\u7406\u89e3<\/strong>\uff1a\u6a21\u578b\u53ef\u4ee5\u57fa\u4e8e\u63d0\u793a\u4e2d\u63d0\u4f9b\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u5e76\u63a8\u65ad\u51fa\u6a21\u5f0f\u3001\u5173\u7cfb\u548c\u6307\u4ee4\u3002\u8fd9\u5305\u62ec\u9075\u5faa\u6307\u4ee4\u3001\u56de\u7b54\u95ee\u9898\u6216\u751f\u6210\u4e0e\u7ed9\u5b9a\u793a\u4f8b\u6216\u4e0a\u4e0b\u6587\u4e00\u81f4\u7684\u6587\u672c\u7684\u80fd\u529b\u3002<\/li>\n
  2. \u96f6\u6837\u672c\u3001\u5355\u6837\u672c\u548c\u5c11\u6837\u672c\u5b66\u4e60<\/strong>\uff1a\u4e0a\u4e0b\u6587\u5b66\u4e60\u5141\u8bb8\u6a21\u578b\u5728\u4e0d\u540c\u6570\u91cf\u7684\u793a\u4f8b\u6570\u636e\u4e0b\u6267\u884c\u4efb\u52a1\uff1a\n
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    • \u96f6\u6837\u672c\u5b66\u4e60<\/strong>\uff1a\u6a21\u578b\u5728\u6ca1\u6709\u4efb\u4f55\u793a\u4f8b\u7684\u60c5\u51b5\u4e0b\u4ec5\u4f9d\u9760\u4efb\u52a1\u63cf\u8ff0\u6216\u63d0\u793a\u6765\u6267\u884c\u4efb\u52a1\u3002<\/li>\n
    • \u5355\u6837\u672c\u5b66\u4e60<\/strong>\uff1a\u6a21\u578b\u5728\u63d0\u4f9b\u4e00\u4e2a\u793a\u4f8b\u540e\u6267\u884c\u4efb\u52a1\u3002<\/li>\n
    • \u5c11\u6837\u672c\u5b66\u4e60<\/strong>\uff1a\u6a21\u578b\u5728\u63d0\u4f9b\u51e0\u4e2a\u793a\u4f8b\u540e\u6267\u884c\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<\/li>\n
    • \u52a8\u6001\u9002\u5e94<\/strong>\uff1a\u6a21\u578b\u53ef\u4ee5\u57fa\u4e8e\u8f93\u5165\u7684\u5373\u65f6\u4e0a\u4e0b\u6587\u8c03\u6574\u5176\u54cd\u5e94\uff0c\u800c\u65e0\u9700\u5bf9\u5176\u53c2\u6570\u8fdb\u884c\u6c38\u4e45\u6027\u66f4\u6539\u3002\u8fd9\u5141\u8bb8\u6a21\u578b\u7075\u6d3b\u4e14\u6682\u65f6\u5730\u8c03\u6574\u5176\u884c\u4e3a\uff0c\u4ee5\u9002\u5e94\u7279\u5b9a\u7684\u4efb\u52a1\u6216\u67e5\u8be2\u3002<\/li>\n
    • \u63d0\u793a\u5de5\u7a0b<\/strong>\uff1a\u7f16\u5199\u6709\u6548\u7684\u63d0\u793a\u5bf9\u4e8e\u4e0a\u4e0b\u6587\u5b66\u4e60\u81f3\u5173\u91cd\u8981\u3002\u63d0\u793a\u7684\u8d28\u91cf\u548c\u6e05\u6670\u5ea6\u663e\u8457\u5f71\u54cd\u6a21\u578b\u751f\u6210\u9002\u5f53\u548c\u51c6\u786e\u54cd\u5e94\u7684\u80fd\u529b\u3002\u7528\u6237\u53ef\u4ee5\u7ed3\u6784\u5316\u63d0\u793a\u4ee5\u5f15\u5bfc\u6a21\u578b\u671d\u5411\u671f\u671b\u7684\u8f93\u51fa\u3002<\/li>\n<\/ol>\n

      \u603b\u4e4b\uff0c\u4e0a\u4e0b\u6587\u5b66\u4e60\u5229\u7528\u63d0\u793a\u4e2d\u63d0\u4f9b\u7684\u4fe1\u606f\uff0c\u4f7f\u8bed\u8a00\u6a21\u578b\u80fd\u591f\u7406\u89e3\u5e76\u9002\u5f53\u54cd\u5e94\u5404\u79cd\u4efb\u52a1\uff0c\u5c55\u793a\u4e86\u65e0\u9700\u663e\u5f0f\u91cd\u65b0\u8bad\u7ec3\u7684\u7075\u6d3b\u6027\u548c\u9002\u5e94\u6027\u3002<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

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      \u8bed\u8a00\u6a21\u578b\u5728\u4e0a\u4e0b\u6587\u5b66\u4e60\u4e2d\u6839\u636e\u4f60\u7684\u63d0\u793a\u8bed\u6240\u5b66\u5230\u7684\u4e1c\u897f\u4e0b\u6b21\u65b0\u5bf9\u8bdd\u4ed6\u4f1a\u6709\u8bb0\u5fc6\u5417\uff1f<\/span><\/b><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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      \u5728\u4e0a\u4e0b\u6587\u5b66\u4e60\u4e2d\uff0c\u8bed\u8a00\u6a21\u578b\uff08\u5982GPT-4\uff09\u4e0d\u4f1a\u8bb0\u4f4f\u4f60\u5728\u4e00\u4e2a\u5bf9\u8bdd\u4e2d\u63d0\u4f9b\u7684\u4fe1\u606f\u5230\u4e0b\u6b21\u65b0\u5bf9\u8bdd\u4e2d\u3002\u6bcf\u6b21\u65b0\u5bf9\u8bdd\u5f00\u59cb\u65f6\uff0c\u6a21\u578b\u6ca1\u6709\u8bb0\u5fc6\u524d\u4e00\u6b21\u5bf9\u8bdd\u7684\u5185\u5bb9\u3002\u5177\u4f53\u6765\u8bf4\uff1a<\/p>\n

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      1. \u65e0\u6301\u4e45\u8bb0\u5fc6<\/strong>\uff1a\u8bed\u8a00\u6a21\u578b\u5728\u6bcf\u6b21\u5bf9\u8bdd\u5f00\u59cb\u65f6\u90fd\u662f\u201c\u7a7a\u767d\u201d\u7684\uff0c\u4e0d\u4f1a\u4fdd\u7559\u4e4b\u524d\u5bf9\u8bdd\u7684\u4efb\u4f55\u4fe1\u606f\u3002\u8fd9\u610f\u5473\u7740\u6a21\u578b\u65e0\u6cd5\u5728\u4e0d\u540c\u5bf9\u8bdd\u4e4b\u95f4\u8bb0\u4f4f\u4e0a\u4e0b\u6587\u6216\u7528\u6237\u63d0\u4f9b\u7684\u5185\u5bb9\u3002<\/li>\n
      2. \u5373\u65f6\u4e0a\u4e0b\u6587\u7406\u89e3<\/strong>\uff1a\u6a21\u578b\u53ef\u4ee5\u5728\u5f53\u524d\u5bf9\u8bdd\u4e2d\u4f7f\u7528\u63d0\u4f9b\u7684\u4e0a\u4e0b\u6587\u6765\u751f\u6210\u76f8\u5173\u7684\u54cd\u5e94\uff0c\u4f46\u4e00\u65e6\u5bf9\u8bdd\u7ed3\u675f\u6216\u91cd\u7f6e\uff0c\u6240\u6709\u8fd9\u4e9b\u4e0a\u4e0b\u6587\u4fe1\u606f\u90fd\u4f1a\u4e22\u5931\u3002<\/li>\n
      3. \u9690\u79c1\u548c\u5b89\u5168\u6027<\/strong>\uff1a\u8fd9\u79cd\u65e0\u8bb0\u5fc6\u7684\u7279\u6027\u6709\u52a9\u4e8e\u4fdd\u62a4\u7528\u6237\u9690\u79c1\uff0c\u56e0\u4e3a\u6a21\u578b\u4e0d\u4f1a\u5b58\u50a8\u6216\u8bb0\u4f4f\u7528\u6237\u63d0\u4f9b\u7684\u4efb\u4f55\u4e2a\u4eba\u4fe1\u606f\u6216\u5bf9\u8bdd\u5185\u5bb9\u3002<\/li>\n
      4. \u4f1a\u8bdd\u72ec\u7acb\u6027<\/strong>\uff1a\u6bcf\u6b21\u5bf9\u8bdd\u90fd\u662f\u72ec\u7acb\u7684\uff0c\u6a21\u578b\u4ec5\u57fa\u4e8e\u5f53\u524d\u5bf9\u8bdd\u7684\u8f93\u5165\u548c\u4e0a\u4e0b\u6587\u6765\u751f\u6210\u54cd\u5e94\u3002<\/li>\n<\/ol>\n

        \u56e0\u6b64\uff0c\u5982\u679c\u4f60\u5e0c\u671b\u5728\u65b0\u5bf9\u8bdd\u4e2d\u7ee7\u7eed\u4ee5\u524d\u7684\u8ba8\u8bba\uff0c\u4f60\u9700\u8981\u5728\u65b0\u7684\u5bf9\u8bdd\u4e2d\u518d\u6b21\u63d0\u4f9b\u76f8\u5173\u7684\u4e0a\u4e0b\u6587\u548c\u4fe1\u606f\u3002\u6a21\u578b\u65e0\u6cd5\u81ea\u4e3b\u8bb0\u5fc6\u548c\u5ef6\u7eed\u524d\u4e00\u6b21\u5bf9\u8bdd\u4e2d\u7684\u5185\u5bb9\u3002<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

        \u751f\u6210\u5f0fAI\u5bfc\u8bba \u62a5\u544a\uff1a\u672c\u7bc7\u6587\u7ae0\u4e3b\u8981\u662f\u8bb2\u5230\u4e24\u4e2a\u70b9 1\u3001\u66f4\u6709\u6548\u7684\u6307\u4ee4\u662f\u63d0\u9ad8\u8f93\u51fa\u7ed3\u679c\u5173\u952e 2\u3001In-context […]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":1546,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1556","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/nlnc.e-shepherding.org\/index.php?rest_route=\/wp\/v2\/pages\/1556","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nlnc.e-shepherding.org\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/nlnc.e-shepherding.org\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/nlnc.e-shepherding.org\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/nlnc.e-shepherding.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1556"}],"version-history":[{"count":3,"href":"https:\/\/nlnc.e-shepherding.org\/index.php?rest_route=\/wp\/v2\/pages\/1556\/revisions"}],"predecessor-version":[{"id":1562,"href":"https:\/\/nlnc.e-shepherding.org\/index.php?rest_route=\/wp\/v2\/pages\/1556\/revisions\/1562"}],"up":[{"embeddable":true,"href":"https:\/\/nlnc.e-shepherding.org\/index.php?rest_route=\/wp\/v2\/pages\/1546"}],"wp:attachment":[{"href":"https:\/\/nlnc.e-shepherding.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1556"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}