{"id":11864,"date":"2023-01-28T15:26:56","date_gmt":"2023-01-28T07:26:56","guid":{"rendered":"http:\/\/139.9.1.231\/?p=11864"},"modified":"2023-01-28T15:26:57","modified_gmt":"2023-01-28T07:26:57","slug":"chain-of-thought","status":"publish","type":"post","link":"http:\/\/139.9.1.231\/index.php\/2023\/01\/28\/chain-of-thought\/","title":{"rendered":"Chain of Thought"},"content":{"rendered":"\n<p class=\"has-text-align-center has-light-pink-background-color has-background\"><strong>paper\uff1a<em> <\/em><\/strong><em><a href=\"https:\/\/arxiv.org\/abs\/2201.11903\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/arxiv.org\/abs\/2201.11903<\/a><\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"147\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-33-1024x147.png\" alt=\"\" class=\"wp-image-11866\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-33-1024x147.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-33-300x43.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-33-768x110.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-33.png 1136w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul><li>zero-shot\uff1a\u8f93\u5165\u95ee\u9898\uff0c\u7b49\u5f85\u8f93\u51fa\u7ed3\u679c<\/li><li>CoT\uff1a\u8f93\u5165\u95ee\u9898\u5e76\u63d0\u793aLet\u2019s think step by step<\/li><li>Manual-CoT: \u662f\u4e00\u79cdfew shot\u65b9\u6cd5\uff0c\u6240\u4ee5\u6784\u9020\u4e86\u4e00\u4e9b\u6a21\u677fQ&amp;A\uff08\u6a21\u677fA\u4e2d\u4e5f\u6709Let\u2019s think step by step\uff09\uff0c\u7136\u540e\u518d\u7ed9\u51fa\u95ee\u9898\u5e76\u63d0\u793aLet\u2019s think step by step<\/li><li>Auto-CoT\uff1a\u91c7\u6837\u591a\u4e2a\u95ee\u9898\uff0c\u6bcf\u4e2a\u95ee\u9898\u63d0\u793aLet\u2019s think step by step\uff0c\u8ba9\u6a21\u578b\u7ed9\u51fa\u7b54\u6848\u3002\u7136\u540e\u62fc\u63a5\u6240\u6709\u751f\u6210\u7684Q&amp;A\u5e76\u7ed9\u51fa\u6700\u7ec8\u95ee\u9898\uff0c\u5e76\u63d0\u793aLet\u2019s think step by step<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" width=\"1024\" height=\"565\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-34-1024x565.png\" alt=\"\" class=\"wp-image-11867\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-34-1024x565.png 1024w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-34-300x165.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-34-768x423.png 768w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-34.png 1170w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h1>\u4e3a\u4ec0\u4e48\u9700\u8981CoT?<\/h1>\n\n\n\n<p>\u95ee\u9898\u53ef\u4ee5\u5206\u4e3a\u4e24\u7c7b\uff1a\u4e00\u7c7b\u662f\u5bb9\u6613\u56de\u7b54\u7684\uff0c\u6ca1\u6709\u592a\u591a\u903b\u8f91\u63a8\u7406\u7684\uff0c\u6bd4\u5982\uff1a\u5929\u6c14\u5982\u4f55\uff1f\u9762\u5305\u51e0\u5757\u94b1\uff1f\u53e6\u4e00\u7c7b\u662f\u9700\u8981\u957f\u94fe\u6761\u7684\u903b\u8f91\u63a8\u7406\u7684\u95ee\u9898\uff1a\u6570\u5b66\u7b49\u3002<\/p>\n\n\n\n<p>\u5f53\u8bed\u8a00\u6a21\u578b\u7684\u89c4\u6a21\u6307\u6570\u7ea7\u589e\u5927\u65f6\uff0c\u5b83\u89e3\u51b3\u5e38\u89c4\u95ee\u9898\u7684\u80fd\u529b\u6709\u4e86\u5f88\u5927\u7684\u63d0\u5347\uff0c\u7136\u800c\u5b83\u89e3\u51b3\u903b\u8f91\u63a8\u7406\u7684\u95ee\u9898\u7684\u80fd\u529b\u5374\u63d0\u5347\u5f88\u5c0f\u3002\u800cCoT\u5c31\u662f\u5e2e\u52a9\u89e3\u51b3\u8fd9\u6837\u7684\u95ee\u9898\uff0c\u5b83\u7684\u6838\u5fc3\u601d\u60f3\u662f\uff1a\u4e0d\u8981\u5149\u7ed9\u51fa\u7b54\u6848\uff0c\u628a\u63a8\u7406\u8fc7\u7a0b\u4e5f\u7ed9\u51fa\u6765\u3002\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u5173\u952e\u5728\u4e8e\u6784\u9020\u7684prompt\u8981\u5305\u542b\u63a8\u7406\u8fc7\u7a0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" width=\"1015\" height=\"485\" src=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-35.png\" alt=\"\" class=\"wp-image-11870\" srcset=\"http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-35.png 1015w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-35-300x143.png 300w, http:\/\/139.9.1.231\/wp-content\/uploads\/2023\/01\/image-35-768x367.png 768w\" sizes=\"(max-width: 1015px) 100vw, 1015px\" \/><\/figure>\n\n\n\n<p>\u4e3a\u4ec0\u4e48\u5ef6\u957f\u63a8\u7406\u8fc7\u7a0b\u5c31\u6709\u6548\u5462\uff1f\u8fd9\u53ef\u80fd\u662f\u56e0\u4e3a\u8bed\u8a00\u6a21\u578btoken-by-token\u7684\u7279\u70b9\u3002<\/p>\n\n\n\n<p>\u6807\u51c6\u7684prompt\u53ef\u4ee5\u88ab\u89c6\u4e3a\u5927\u6a21\u578b\u80fd\u529b\u7684\u4e0b\u9650\uff0c\u5982\u4f55\u63d0\u53d6\u5927\u6a21\u578b\u5b66\u5230\u7684\u77e5\u8bc6\u7684\u95ee\u9898\u662f\u4e00\u4e2a\u96be\u70b9\uff0c\u6807\u51c6\u7684prompt\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u8d77\u70b9\uff0c\u4f46\u5374\u7edd\u4e0d\u662f\u7ec8\u70b9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>paper\uff1a https:\/\/arxiv.org\/abs\/2201.11903 zero-shot\uff1a\u8f93\u5165\u95ee\u9898\uff0c &hellip; <a href=\"http:\/\/139.9.1.231\/index.php\/2023\/01\/28\/chain-of-thought\/\" class=\"more-link\">\u7ee7\u7eed\u9605\u8bfb<span class=\"screen-reader-text\">Chain of Thought<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[19,21],"tags":[],"_links":{"self":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/11864"}],"collection":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/comments?post=11864"}],"version-history":[{"count":4,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/11864\/revisions"}],"predecessor-version":[{"id":11871,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/posts\/11864\/revisions\/11871"}],"wp:attachment":[{"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/media?parent=11864"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/categories?post=11864"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/139.9.1.231\/index.php\/wp-json\/wp\/v2\/tags?post=11864"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}