{"id":4620,"date":"2024-03-27T05:06:00","date_gmt":"2024-03-26T20:06:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4620"},"modified":"2024-03-27T05:06:00","modified_gmt":"2024-03-26T20:06:00","slug":"cot-genius","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4620","title":{"rendered":"CoT Genius"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>ChainLM: Empowering Large Language Models with Improved Chain-of-Thought Prompting\u00a0<\/strong>[124.7]<br>CoT(Chain-of-Thought)\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306b\u3088\u308a,\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u63a8\u8ad6\u80fd\u529b\u304c\u5411\u4e0a\u3059\u308b \u65e2\u5b58\u306eCoT\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u901a\u5e38\u3001\u5358\u7d14\u306a\u63a8\u8ad6\u30bf\u30b9\u30af\u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u304a\u308a\u3001\u7d50\u679c\u3068\u3057\u3066\u4f4e\u54c1\u8cea\u3067\u4e00\u8cab\u6027\u306e\u306a\u3044CoT\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u3082\u305f\u3089\u3059\u3002 \u512a\u308c\u305fCoT\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\u81ea\u52d5\u751f\u6210\u306e\u305f\u3081\u306e\u65b0\u3057\u3044\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bCoTGenius\u3092\u7d39\u4ecb\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2403.14312v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2403.14312v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 21 Mar 2024 11:34:26 GMT)<\/li>\n\n\n\n<li>CoT\u30d7\u30ed\u30f3\u30d7\u30c8\u81ea\u52d5\u4f5c\u6210\u306e\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30afCoT Genius\u3068fine tuning\u3057\u305f\u30e2\u30c7\u30eb\u306e\u63d0\u6848\u3002CoT Genius\u306f\u300cCoTGenius is developed based on three major evolution strategies, i.e., complicate, diversify, and specify\u2014alongside two filtering mechanisms: evolutionary success judgement and correctness verification.\u300d\u3068\u9032\u5316\uff0b\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/RUCAIBox\/ChainLM\">RUCAIBox\/ChainLM (github.com)<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[59,60,131],"class_list":["post-4620","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain-of-thought","tag-chain","tag-evolution"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4620","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4620"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4620\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4620"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4620"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4620"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}