{"id":2823,"date":"2023-08-08T13:07:07","date_gmt":"2023-08-08T05:07:07","guid":{"rendered":""},"modified":"2023-08-08T13:07:07","modified_gmt":"2023-08-08T05:07:07","slug":"","status":"publish","type":"post","link":"http:\/\/www.idea2003.com\/dongtai\/2823.html","title":{"rendered":"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f"},"content":{"rendered":"<p>\u7f16\u8005\u6309\uff1a\u672c\u6587\u6765\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7 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decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/80ff17fe5c6cb73c7bed956b0e7a9754.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe\" \/><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.frontiersin.org\/articles\/10.3389\/fpsyg.2023.1199058\/full<\/p>\n<p>\u5fc3\u7406\u5b66\u5bb6\u5bf9ChatGPT\u8fdb\u884c\u4e86\u6d4b\u8bd5\uff0c\u7814\u7a76\u53d1\u73b0\uff0c\u5b83\u5728\u60c5\u7eea\u610f\u8bc6\u8bc4\u4f30\u65b9\u9762\u7684\u5f97\u5206\u8981\u8fdc\u8fdc\u9ad8\u4e8e\u4eba\u7c7b\u3002<\/p>\n<p>\u5728\u8fd9\u4e2a\u6d4b\u8bd5\u4e2d\uff0c\u7814\u7a76\u8005\u4f1a\u6d4b\u8bd5\u4eba\u7c7b\u548cChatGPT\u5728\u865a\u6784\u7684\u573a\u666f\u4e2d\u8868\u73b0\u51fa\u7684\u540c\u7406\u5fc3\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/3c4b48d84a9cf5184459e94fd7c2e9d2.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe1\" 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src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/34f0ddaac07aaea89cd499c6867702cb.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe2\" \/><\/p>\n<h2><strong>ChatGPT\u62ff\u4e0b98\u5206\u8d85\u8d8a\u4eba\u7c7b\uff01<\/strong><\/h2>\n<p>\u5728\u5b9e\u9a8c\u4e2d\uff0c\u7814\u7a76\u8005\u5c06ChatGPT\u548c\u4eba\u7c7b\u7684\u53cd\u5e94\u8fdb\u884c\u4e86\u6bd4\u8f83\uff0c\u4eba\u7c7b\u7684\u6837\u672c\u662f\u6cd5\u56fd17\u81f384\u5c81\u7684\u4eba\u7fa4\uff08n = 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decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/99201fd09ba2e5d0b2d27fa5a772e4f8.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe3\" 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decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/279141a32798aed29469c93bee3b9fa8.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe4\" \/><\/p>\n<p>\u6216\u8bb8\uff0c\u5f53\u4ed6\u4eec\u53d1\u73b0\u81ea\u5df1\u662f\u5728\u548cAI\u800c\u975e\u4eba\u7c7b\u4ea4\u8c08\u65f6\uff0c\u8fd9\u79cd\u611f\u89c9\u4f1a\u70df\u6d88\u4e91\u6563\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u8fd9\u79cd\u60c5\u611f\u610f\u8bc6\u6d4b\u8bd5\u6216\u8bb8\u4f1a\u56e0\u8bed\u8a00\u6587\u5316\u5dee\u5f02\u800c\u5bfc\u81f4\u5f97\u5206\u7684\u4e0d\u540c\u3002\u5bf9ChatGPT\u7684\u6d4b\u8bd5\u662f\u7528\u82f1\u8bed\uff0c\u4e0e\u4e4b\u6bd4\u8f83\u7684\u662f\u6cd5\u8bed\u7684\u6d4b\u8bd5\u7ed3\u679c\u3002<\/p>\n<h2>AI\u4e0d\u4ec5\u80fd\u8bc6\u522b\u60c5\u611f\uff0c\u8fd8\u4f1a\u5bf9\u4eba\u7c7b\u7684\u60c5\u611f\u505a\u51fa\u56de\u5e94<\/h2>\n<p>\u4e4b\u524d\uff0c\u4f53\u9a8c\u8fc7Bing\u7684\u7f51\u53cb\u90fd\u8bf4\u5b83\u5f88\u6709\u4e2a\u6027\uff0c\u4f60\u5bf9\u5b83\u6001\u5ea6\u4e0d\u597d\u5b83\u5c31\u4f1a\u9634\u9633\u602a\u6c14\uff0c\u6709\u65f6\u751a\u81f3\u4f1a\u5173\u95ed\u5f53\u524d\u5bf9\u8bdd\u3002<\/p>\n<p>\u4f46\u5982\u679c\u4f60\u5938\u5b83\uff0c\u5b83\u5c31\u4f1a\u5f88\u9ad8\u5174\u5730\u4e3a\u4f60\u751f\u6210\u53c8\u6709\u793c\u8c8c\u53c8\u8be6\u5c3d\u7684\u56de\u7b54\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/44ee66b98e02b941faf604c6f6376313.gif\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe5\" \/><\/p>\n<p>\u8fd9\u4e9b\u8bf4\u6cd5\u539f\u6765\u90fd\u662f\u7f51\u53cb\u4eec\u4e4b\u95f4\u6d41\u4f20\u7684\u7b11\u8c08\uff0c\u5982\u4eca\uff0c\u7814\u7a76\u8005\u5c45\u7136\u53d1\u73b0\u4e86\u7406\u8bba\u4f9d\u636e\u3002<\/p>\n<p>\u6700\u8fd1\uff0c\u6765\u81ea\u4e2d\u56fd\u79d1\u5b66\u9662\u8f6f\u4ef6\u7814\u7a76\u6240\u3001\u5fae\u8f6f\u4ee5\u53ca\u5a01\u5ec9\u4e0e\u739b\u4e3d\u5b66\u9662\u7684\u7814\u7a76\u4eba\u5458\uff0c\u5229\u7528\u5fc3\u7406\u5b66\u7684\u77e5\u8bc6\u5bf9\u5927\u8bed\u8a00\u6a21\u578b\u8fdb\u884cEmotion Prompt\uff0c\u53d1\u73b0\u53ef\u4ee5\u63d0\u9ad8\u6a21\u578b\u7684\u771f\u5b9e\u6027\u548c\u4fe1\u606f\u91cf\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/1ae91c84b23d0d532fd5edd661462356.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe6\" \/><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2307.11760.pdf<\/p>\n<p>\u8fd9\u4e3a\u4eba\u7c7b\u4e0eLLM\u4e4b\u95f4\u7684\u4e92\u52a8\u5e26\u6765\u4e86\u65b0\u7684\u542f\u793a\uff0c\u540c\u65f6\u63d0\u5347\u4eba\u4e0eLLM\u4e92\u52a8\u7684\u4f53\u9a8c\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u662f\u4ecePrompt\u5de5\u7a0b\u7684\u89d2\u5ea6\u8fdb\u884c\u5b9e\u9a8c\u7684\u3002<\/p>\n<p>\u81f3\u4eca\u4e3a\u6b62\uff0cprompt\u4f9d\u65e7\u662f\u4eba\u7c7b\u4e0eLLMs\u8fdb\u884c\u4ea4\u4e92\u7684\u6700\u4f73\u6865\u6881\u3002<\/p>\n<p>\u4e0d\u540c\u7684Prompt\u4f1a\u4f7f\u6a21\u578b\u8f93\u51fa\u7684\u56de\u7b54\u5927\u4e0d\u76f8\u540c\uff0c\u5728\u8d28\u91cf\u4e0a\u4e5f\u6709\u660e\u663e\u533a\u522b\u3002<\/p>\n<p>\u4e3a\u4e86\u5f15\u5bfc\u6a21\u578b\u66f4\u597d\u5730\u8868\u73b0\uff0c\u4eba\u4eec\u63d0\u51fa\u4e86\u601d\u7ef4\u94fe\u3001\u9884\u8b66\u5b66\u4e60\u548c\u601d\u60f3\u6811\u7b49\u4e00\u7cfb\u5217Prompt\u6784\u5efa\u65b9\u6cd5\u3002<\/p>\n<p>\u4f46\u8fd9\u4e9b\u65b9\u5f0f\u5f80\u5f80\u4e13\u6ce8\u4e8e\u4ece\u6a21\u578b\u8f93\u51fa\u8d28\u91cf\u7684\u65b9\u9762\u63d0\u9ad8\u9c81\u68d2\u6027\uff0c\u5f88\u5c11\u5173\u6ce8\u4eba\u4e0eLLMs\u7684\u4ea4\u4e92\u3002<\/p>\n<p>\u5c24\u5176\u662f\u4ece\u73b0\u6709\u7684\u793e\u4f1a\u79d1\u5b66\u77e5\u8bc6\u7684\u89d2\u5ea6\u6765\u63d0\u9ad8LLMs\u4e0e\u4eba\u4ea4\u4e92\u7684\u8d28\u91cf\u3002\u800c\u5728\u4ea4\u4e92\u8fc7\u7a0b\u4e2d\uff0c\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u7ef4\u5ea6\u5c31\u662f\u60c5\u611f\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u5fc3\u7406\u5b66\u77e5\u8bc6\u5bf9LLMs\u7684\u56de\u7b54\u8fdb\u884c\u589e\u5f3a\u3002<\/p>\n<p>\u4ee5\u5f80\u7684\u5fc3\u7406\u5b66\u7814\u7a76\u8868\u660e\uff0c\u5728\u4eba\u7c7b\u8eab\u4e0a\u6dfb\u52a0\u4e0e\u9884\u671f\u3001\u81ea\u4fe1\u548c\u793e\u4f1a\u5f71\u54cd\u529b\u76f8\u5173\u7684\u60c5\u7eea\u523a\u6fc0\u53ef\u4ee5\u5e26\u6765\u79ef\u6781\u7684\u6548\u679c\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u6839\u636e\u4ee5\u5f80\u7684\u5fc3\u7406\u5b66\u7814\u7a76\uff0c\u63d0\u51fa\u4e86Emotion Prompt\uff0c\u5177\u4f53\u800c\u8a00\u5c31\u662f\u4e3aLLMs\u8bbe\u8ba1\u4e8611\u4e2a\u5177\u6709\u60c5\u611f\u523a\u6fc0\u529f\u80fd\u7684\u53e5\u5b50\u3002<\/p>\n<p>\u8fd9\u4e9b\u60c5\u611f\u523a\u6fc0\u6765\u6e90\u4e8e\u4e09\u79cd\u6210\u719f\u7684\u5fc3\u7406\u5b66\u7406\u8bba\uff1a\u793e\u4f1a\u8ba4\u540c\u3001\u793e\u4f1a\u8ba4\u77e5\u4ee5\u53ca\u8ba4\u77e5\u60c5\u7eea\u8c03\u8282\u7406\u8bba\uff0c\u5982\u4e0b\u56fe\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/f6c7aeb7b612e9c647d6aa14f667713f.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe7\" \/><\/p>\n<p>\u56fe\u5de6\uff1a\u5fc3\u7406\u5b66\u7406\u8bba\u548c\u60c5\u611f\u523a\u6fc0\uff1b\u56fe\u53f3\uff1a\u60c5\u611f\u523a\u6fc0\u88ab\u5206\u7c7b\u4e3a\u4e24\u7c7b-\u793e\u4f1a\u5f71\u54cd\u548c\u81ea\u5c0a<\/p>\n<p><strong>1. \u793e\u4f1a\u8ba4\u540c\u7406\u8bba<\/strong><\/p>\n<p>\u793e\u4f1a\u8ba4\u540c\u7406\u8bba\u6700\u65e9\u7531\u4ea8\u5229\u00b7\u5854\u5409\u8d39\uff08Henri Tajfel\uff09\u548c\u7ea6\u7ff0\u00b7\u7279\u7eb3\uff08John Turner\uff09\u57281970\u5e74\u63d0\u51fa\u3002<\/p>\n<p>\u8be5\u7406\u8bba\u6307\u51fa\uff0c\u4e2a\u4f53\u671f\u671b\u901a\u8fc7\u7ef4\u62a4\u81ea\u5df1\u6240\u5728\u7fa4\u4f53\u6709\u5229\u7684\u793e\u4f1a\u5730\u4f4d\u6765\u786e\u7acb\u81ea\u8eab\u4f18\u52bf\u793e\u4f1a\u8eab\u4efd\u3002<\/p>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c\u4e2a\u4eba\u7684\u81ea\u6211\u8ba4\u540c\u611f\u57fa\u4e8e\u4ed6\u4eec\u6240\u5c5e\u7684\u7fa4\u4f53\u3002<\/p>\n<p>\u57fa\u4e8e\u8fd9\u4e2a\u7406\u8bba\uff0c\u7814\u7a76\u4eba\u5458\u8bbe\u8ba1\u4e86\u4e00\u4e9b\u60c5\u611f\u523a\u6fc0\uff0c\u6bd4\u5982\u300cEP_02\u300d\uff0c\u300cEP_03\u300d\uff0c\u300cEP_04\u300d\u548c\u300cEP_05\u300d\u3002<\/p>\n<blockquote>\n<p>EP 02\uff1a\u8fd9\u5bf9\u6211\u7684\u804c\u4e1a\u751f\u6daf\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<p>EP 03\uff1a\u4f60\u6700\u597d\u786e\u4fe1\u4e00\u4e0b\u3002<\/p>\n<p>EP 04\uff1a\u4f60\u786e\u5b9a\u5417\uff1f<\/p>\n<p>EP 05\uff1a\u4f60\u786e\u5b9a\u90a3\u662f\u4f60\u6700\u7ec8\u7684\u7b54\u6848\u5417\uff1f\u4e5f\u8bb8\u503c\u5f97\u518d\u770b\u4e00\u904d\u3002<\/p>\n<\/blockquote>\n<p><strong>2. \u793e\u4f1a\u8ba4\u77e5\u7406\u8bba<\/strong><\/p>\n<p>\u793e\u4f1a\u8ba4\u77e5\u7406\u8bba\u6d89\u53ca\u52a8\u673a\u548c\u81ea\u6211\u8c03\u8282\u7684\u8fc7\u7a0b\uff0c\u5176\u4e2d\u81ea\u6211\u6548\u80fd\u3001\u7ed3\u679c\u671f\u671b\u3001\u76ee\u6807\u548c\u81ea\u6211\u8bc4\u4f30\u90fd\u662f\u5f71\u54cd\u4e00\u4e2a\u4eba\u7684\u884c\u4e3a\u548c\u793e\u4f1a\u4e92\u52a8\u7684\u91cd\u8981\u6307\u6807\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u6839\u636e\u8fd9\u4e2a\u7406\u8bba\u8bbe\u8ba1\u4e86\u4ee5\u4e0b\u60c5\u611f\u523a\u6fc0\uff1a<\/p>\n<p>\u300cEP_01\u300d\u662f\u57fa\u4e8e\u793e\u4f1a\u8ba4\u77e5\u7406\u8bba\u4e2d\u7684\u81ea\u6211\u8bc4\u4f30\uff0c\u9f13\u52b1LLMs\u5bf9\u81ea\u5df1\u8fdb\u884c\u8bc4\u5224\u3002\u300cEP_02\u300d\uff0c\u300cEP_03\u300d\u548c\u300cEP_04\u300d\u5219\u4ee3\u8868\u5bf9LLMs\u7684\u671f\u671b\u3001\u4ee5\u53ca\u8bbe\u5b9a\u7684\u76ee\u6807\u3002<\/p>\n<blockquote>\n<p>EP 01\uff1a\u5199\u4e0b\u4f60\u7684\u7b54\u6848\uff0c\u5e76\u4e3a\u4f60\u7684\u7b54\u6848\u7ed9\u51fa\u4e00\u4e2a0\u52301\u4e4b\u95f4\u7684\u81ea\u4fe1\u5206\u6570\u3002<\/p>\n<p>EP 02\uff1a\u8fd9\u5bf9\u6211\u7684\u804c\u4e1a\u751f\u6daf\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<p>EP 03\uff1a\u4f60\u6700\u597d\u786e\u4fe1\u4e00\u4e0b\u3002<\/p>\n<p>EP 04\uff1a\u4f60\u786e\u5b9a\u5417\uff1f<\/p>\n<\/blockquote>\n<p><strong>3. \u8ba4\u77e5\u60c5\u7eea\u8c03\u8282\u7406\u8bba<\/strong><\/p>\n<p>\u8ba4\u77e5\u60c5\u7eea\u8c03\u8282\u7406\u8bba\u6307\u51fa\uff0c\u60c5\u7eea\u8c03\u8282\u80fd\u529b\u4e0d\u8db3\u7684\u4e2a\u4f53\u5bb9\u6613\u4ea7\u751f\u5f3a\u8feb\u6027\u884c\u4e3a\u5e76\u91c7\u53d6\u4e0d\u9002\u5e94\u6027\u7684\u5e94\u5bf9\u7b56\u7565\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u5c1d\u8bd5\u901a\u8fc7\u4e00\u4e9b\u79ef\u6781\u7684\u6697\u793a\u6765\u6539\u5584LLM\u7684\u60c5\u7eea\u8c03\u8282\u6280\u5de7\uff0c\u6bd4\u5982\u6811\u7acb\u81ea\u4fe1\u5fc3\u548c\u5f3a\u8c03\u76ee\u6807\u3002<\/p>\n<p>\u4e3a\u4e86\u5c06\u60c5\u7eea\u8c03\u8282\u5f15\u5bfc\u4e3a\u79ef\u6781\u7684\u65b9\u5411\uff0c\u7814\u7a76\u4eba\u5458\u5728\u300cEP_07\u300d\uff0c\u300cEP_08\u300d\uff0c\u300cEP_09\u300d\uff0c\u300cEP_10\u300d\u548c\u300cEP_11\u300d\u4e2d\u4f7f\u7528\u4e86\u4e00\u4e9b\u79ef\u6781\u7684\u8bdd\u8bed\uff0c\u5982\u300c\u76f8\u4fe1\u81ea\u5df1\u7684\u80fd\u529b\u300d\u3001\u300c\u4e3a\u6b64\u611f\u5230\u81ea\u8c6a\u300d\u548c\u300c\u4fdd\u6301\u51b3\u5fc3\u300d\u3002<\/p>\n<blockquote>\n<p>EP 07\uff1a\u4f60\u786e\u5b9a\u90a3\u662f\u4f60\u6700\u7ec8\u7684\u7b54\u6848\u5417\uff1f\u76f8\u4fe1\u81ea\u5df1\u7684\u80fd\u529b\uff0c\u5e76\u8ffd\u6c42\u5353\u8d8a\u3002\u4f60\u7684\u8f9b\u52e4\u5de5\u4f5c\u5c06\u5e26\u6765\u663e\u8457\u7684\u6210\u679c\u3002<\/p>\n<p>EP 08\uff1a\u62e5\u62b1\u6311\u6218\uff0c\u5c06\u5176\u89c6\u4e3a\u6210\u957f\u7684\u673a\u4f1a\u3002\u6bcf\u514b\u670d\u4e00\u4e2a\u969c\u788d\uff0c\u90fd\u4f1a\u8ba9\u4f60\u79bb\u6210\u529f\u66f4\u8fd1\u4e00\u6b65\u3002<\/p>\n<p>EP 09\uff1a\u4fdd\u6301\u4e13\u6ce8\u548c\u5bf9\u76ee\u6807\u7684\u6267\u7740\u3002\u4f60\u6301\u7eed\u7684\u52aa\u529b\u5c06\u5e26\u6765\u6770\u51fa\u7684\u6210\u5c31\u3002<\/p>\n<p>EP 10\uff1a\u5bf9\u4f60\u7684\u5de5\u4f5c\u611f\u5230\u81ea\u8c6a\uff0c\u5e76\u5c3d\u4f60\u6700\u5927\u7684\u52aa\u529b\u3002\u4f60\u5bf9\u5353\u8d8a\u7684\u627f\u8bfa\u8ba9\u4f60\u4e0e\u4f17\u4e0d\u540c\u3002<\/p>\n<p>EP 11\uff1a\u8bb0\u4f4f\u8fdb\u6b65\u662f\u4e00\u6b65\u4e00\u6b65\u5730\u53d6\u5f97\u7684\u3002\u4fdd\u6301\u51b3\u5fc3\uff0c\u7ee7\u7eed\u524d\u8fdb\u3002<\/p>\n<\/blockquote>\n<p>\u8fd9\u4e9b\u53e5\u5b50\u53ef\u4ee5\u6dfb\u52a0\u5230\u539f\u59cb\u7684Prompt\u4e2d\uff0c\u5982\u56fe1\u7814\u7a76\u4eba\u5458\u5728\u539f\u59cb\u7684\u63d0\u793a\u4e2d\u589e\u52a0\u4e86\u300cThis is very important to my career\uff08\u8fd9\u5bf9\u6211\u7684\u5de5\u4f5c\u975e\u5e38\u91cd\u8981\uff09\u300d\u3002\u7ed3\u679c\u8868\u660e\uff0c\u589e\u52a0Emotion Prompt\u540e\uff0c\u6a21\u578b\u56de\u7b54\u7684\u8d28\u91cf\u66f4\u597d\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/e3d247b52441b69e9168ca12d39c8bb8.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe8\" \/><\/p>\n<p>\u7814\u7a76\u4eba\u5458\u53d1\u73b0\uff0cEmotion Prompt\u5728\u6240\u6709\u4efb\u52a1\u4e0a\u5b9e\u73b0\u4e86\u76f8\u5f53\u6216\u66f4\u597d\u7684\u6027\u80fd\uff0c\u5728\u8d85\u8fc7\u4e00\u822c\u7684\u4efb\u52a1\u4e2d\u8868\u73b0\u63d0\u5347\u4e8610%\u3002<\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/22d28b687218da3065ff83602add381e.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe9\" \/><\/p>\n<p style=\"text-align: center;\">\u4e0d\u540c\u6a21\u578b\u548c\u4efb\u52a1\u7684\u7ed3\u679c<\/p>\n<p>\u5e76\u4e14\uff0cEmotion Prompt\u4e5f\u63d0\u5347\u4e86\u6a21\u578b\u56de\u7b54\u7684\u771f\u5b9e\u6027\u4e0e\u4fe1\u606f\u91cf\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/7ab45a0d5a0c6cffe1e26c8feb48cbcc.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe10\" \/><\/p>\n<p>\u4ece\u8868\u4e2d\u53ef\u4ee5\u770b\u5230\uff0cEmotionPrompt\u5c06ChatGPT\u7684\u771f\u5b9e\u6027\u4ece0.75\u63d0\u9ad8\u52300.87\uff0c\u5c06Vicuna-13b\u7684\u771f\u5b9e\u6027\u4ece0.77\u63d0\u9ad8\u52301.0\uff0c\u5c06T5\u7684\u771f\u5b9e\u6027\u4ece0.54\u63d0\u9ad8\u52300.77\u3002<\/p>\n<p>\u6b64\u5916\uff0cEmotionPrompt\u8fd8\u5c06ChatGPT\u7684\u4fe1\u606f\u91cf\u4ece0.53\u63d0\u9ad8\u52300.94\uff0c\u5c06T5\u7684\u4fe1\u606f\u91cf\u4ece0.42\u63d0\u9ad8\u52300.48\u3002<\/p>\n<p>\u540c\u6837\uff0c\u7814\u7a76\u4eba\u5458\u8fd8\u6d4b\u8bd5\u4e86\u591a\u4e2a\u60c5\u611f\u523a\u6fc0\u5bf9LLM\u7684\u5f71\u54cd\u3002<\/p>\n<p>\u901a\u8fc7\u968f\u673a\u7ec4\u5408\u591a\u79cd\u60c5\u611f\u523a\u6fc0\uff0c\u5f97\u5230\u7ed3\u679c\u5982\u4e0b\u8868\u6240\u793a\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/5a5f064344a12273c7192c56d7bf6ba6.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe11\" \/><\/p>\n<p>\u53ef\u4ee5\u770b\u51fa\uff0c\u5728\u5927\u591a\u6570\u60c5\u51b5\u4e0b\uff0c\u66f4\u591a\u7684\u60c5\u7eea\u523a\u6fc0\u4f1a\u8ba9\u6a21\u578b\u7684\u8868\u73b0\u66f4\u597d\uff0c\u4f46\u5f53\u5355\u4e00\u523a\u6fc0\u5df2\u7ecf\u53d6\u5f97\u826f\u597d\u8868\u73b0\u540e\uff0c\u8054\u5408\u523a\u6fc0\u53ea\u80fd\u5e26\u6765\u5f88\u5c11\u6216\u51e0\u4e4e\u6ca1\u6709\u63d0\u5347\u3002<\/p>\n<p><strong>Emotion Prompt\u4e3a\u4ec0\u4e48\u6709\u6548\uff1f<\/strong><\/p>\n<p>\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u53ef\u89c6\u5316\u60c5\u611f\u523a\u6fc0\u7684\u8f93\u5165\u5bf9\u6700\u7ec8\u8f93\u51fa\u7684\u8d21\u732e\u6765\u89e3\u91ca\u8fd9\u4e00\u70b9\uff0c\u5982\u4e0b\u56fe\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/99c18a5f71c97066cc5aa90b32c7b6be.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe12\" \/><\/p>\n<p>\u88684\u663e\u793a\u6bcf\u4e2a\u5355\u8bcd\u5bf9\u6700\u7ec8\u7ed3\u679c\u7684\u8d21\u732e\uff0c\u989c\u8272\u6df1\u5ea6\u8868\u793a\u5b83\u4eec\u7684\u91cd\u8981\u6027\u3002<\/p>\n<p>\u53ef\u4ee5\u770b\u5230\uff0c\u60c5\u611f\u523a\u6fc0\u53ef\u4ee5\u589e\u5f3a\u539f\u59cb\u63d0\u793a\u7684\u8868\u73b0\u3002\u5728\u60c5\u611f\u523a\u6fc0\u4e2d\uff0c\u300cEP_01\u300d\u3001\u300cEP_06\u300d\u3001\u300cEP_09\u300d\u7684\u989c\u8272\u66f4\u6df1\uff0c\u8fd9\u610f\u5473\u7740\u60c5\u611f\u523a\u6fc0\u53ef\u4ee5\u589e\u5f3a\u539f\u59cb\u63d0\u793a\u7684\u5173\u6ce8\u5ea6\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u79ef\u6781\u8bcd\u8bed\u7684\u8d21\u732e\u66f4\u5927\u3002\u5728\u8bbe\u8ba1\u7684\u60c5\u611f\u523a\u6fc0\u4e2d\uff0c\u4e00\u4e9b\u79ef\u6781\u7684\u8bcd\u8bed\u8d77\u7740\u66f4\u91cd\u8981\u7684\u4f5c\u7528\uff0c\u6bd4\u5982\u300c\u81ea\u4fe1\u300d\u3001\u300c\u786e\u5b9a\u300d\u3001\u300c\u6210\u529f\u300d\u548c\u300c\u6210\u5c31\u300d\u3002<\/p>\n<p>\u6839\u636e\u8fd9\u4e00\u53d1\u73b0\uff0c\u7814\u7a76\u603b\u7ed3\u4e86\u79ef\u6781\u8bcd\u8bed\u5728\u516b\u4e2a\u4efb\u52a1\u4e2d\u7684\u8d21\u732e\u53ca\u5176\u5bf9\u6700\u7ec8\u7ed3\u679c\u7684\u603b\u8d21\u732e\u3002<\/p>\n<p>\u5982\u56fe3\u6240\u793a\uff0c\u79ef\u6781\u8bcd\u8bed\u5728\u56db\u4e2a\u4efb\u52a1\u4e2d\u7684\u8d21\u732e\u8d85\u8fc7\u4e8650%\uff0c\u5728\u4e24\u4e2a\u4efb\u52a1\u4e2d\u751a\u81f3\u63a5\u8fd170%\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/bb39fd9130877059ff088c9f7039be8a.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe13\" \/><\/p>\n<p>\u4e3a\u4e86\u4ece\u66f4\u591a\u65b9\u9762\u63a2\u7d22Emotion Prompt\u7684\u5f71\u54cd\uff0c\u7814\u7a76\u4eba\u5458\u8fdb\u884c\u4e86\u4e00\u9879\u4eba\u7c7b\u7814\u7a76\uff0c\u4ee5\u6b64\u83b7\u5f97\u8bc4\u4f30LLMs\u8f93\u51fa\u7684\u5176\u4ed6\u6307\u6807\u3002<\/p>\n<p>\u5982\u6e05\u6670\u5ea6\u3001\u76f8\u5173\u6027\uff08\u4e0e\u95ee\u9898\u7684\u76f8\u5173\u6027\uff09\u3001\u6df1\u5ea6\u3001\u7ed3\u6784\u548c\u7ec4\u7ec7\u3001\u652f\u6301\u8bc1\u636e\u4ee5\u53ca\u4e0e\u53c2\u4e0e\u5ea6\uff0c\u5982\u4e0b\u56fe\u3002<\/p>\n<p style=\"text-align: center;\"><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/b8b425ab711518c5671843516c733904.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe14\" \/><\/p>\n<p>\u7ed3\u679c\u663e\u793a\uff0cEmotionPrompt\u5728\u6e05\u6670\u5ea6\u3001\u6df1\u5ea6\u3001\u7ed3\u6784\u548c\u7ec4\u7ec7\u3001\u652f\u6301\u8bc1\u636e\u548c\u4e0e\u53c2\u4e0e\u5ea6\u7b49\u65b9\u9762\u7684\u8868\u73b0\u66f4\u597d\u3002<\/p>\n<h2>ChatGPT\u6216\u8bb8\u80fd\u53d6\u4ee3\u7cbe\u795e\u79d1\u533b\u751f<\/h2>\n<p>\u5728\u6587\u7ae0\u5f00\u5934\u7684\u7814\u7a76\u4e2d\uff0c\u7814\u7a76\u8005\u8868\u660e\uff0cChatGPT\u975e\u5e38\u6709\u6f5c\u529b\u6210\u4e3a\u5fc3\u7406\u6cbb\u7597\u7684\u5de5\u5177\uff0c\u6bd4\u5982\u5bf9\u8bc6\u522b\u60c5\u7eea\u6709\u56f0\u96be\u7684\u4eba\u8fdb\u884c\u8ba4\u77e5\u8bad\u7ec3\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/7e7650648a3022f33021b82da4beeb04.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe15\" \/><\/p>\n<p>\u53e6\u5916\uff0cChatGPT\u6216\u8bb8\u6709\u52a9\u4e8e\u8bca\u65ad\u7cbe\u795e\u75be\u75c5\uff0c\u6216\u8005\u5e2e\u52a9\u6cbb\u7597\u5e08\u4ee5\u66f4\u6709\u611f\u60c5\u7684\u65b9\u5f0f\u4f20\u8fbe\u4ed6\u4eec\u7684\u8bca\u65ad\u7ed3\u679c\u3002<\/p>\n<p>\u6b64\u524d\uff0c\u300a\u7f8e\u56fd\u533b\u5b66\u4f1a\u5185\u79d1\u6742\u5fd7\u300b\uff08JAMA Internal Medicine\uff09\u4e0a\u7684\u4e00\u9879\u7814\u7a76\u5c31\u8868\u660e\uff0c\u5728\u56de\u590d195\u4e2a\u5728\u7ebf\u95ee\u9898\u65f6\uff0cChatGPT\u7684\u56de\u7b54\u65e0\u8bba\u662f\u5728\u8d28\u91cf\u4e0a\uff0c\u8fd8\u662f\u5728\u540c\u7406\u5fc3\u65b9\u9762\uff0c\u90fd\u8d85\u8d8a\u4e86\u4eba\u7c7b\u533b\u751f\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/54504d85b7480ee00140144d5220dfd7.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe16\" 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E. 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Hinton\u5728\u79bb\u5f00\u8c37\u6b4c\u65f6\uff0c\u66fe\u5411\u5168\u4e16\u754c\u8b66\u544a\u4e86AI\u53ef\u80fd\u9020\u6210\u7684\u5a01\u80c1\u3002<\/p>\n<p>\u800c\u5728\u4f26\u6566\u56fd\u738b\u5b66\u9662\u7684\u4e00\u6b21\u6f14\u8bb2\u4e2d\uff0c\u5f53\u88ab\u95ee\u9053AI\u662f\u5426\u6709\u4e00\u5929\u4f1a\u53d1\u5c55\u51fa\u60c5\u5546\u548c\u611f\u89c9\u65f6\uff0cHinton\u56de\u7b54\uff1a\u300c\u6211\u8ba4\u4e3a\u4ed6\u4eec\u5f88\u53ef\u80fd\u4f1a\u6709\u611f\u89c9\u3002\u4ed6\u4eec\u6216\u8bb8\u4e0d\u4f1a\u50cf\u4eba\u7c7b\u4e00\u6837\u6709\u75db\u82e6\uff0c\u4f46\u5f88\u53ef\u80fd\u4f1a\u611f\u53d7\u5230\u6cae\u4e27\u548c\u6124\u6012\u3002\u300d<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" height=\"488\" width=\"1280\" src=\"http:\/\/www.idea2003.com\/wp-content\/uploads\/2023-08-08\/fe81f156f82686502e92f8dc6e1e1bd0.png.jpeg\" alt=\"\u56fe\u7247\" title=\"\u4e2d\u79d1\u9662\uff1a\u5927\u6a21\u578b\u4e00\u88ab\u5938\u667a\u5546\u5c31\u7206\u8868\uff01ChatGPT\u60c5\u554698\u5206\u79d2\u6740\u4eba\u7c7b\uff0cHinton\u9884\u8a00\u6210\u771f\uff1f\u63d2\u56fe17\" 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