{"id":6438,"date":"2025-03-24T04:29:00","date_gmt":"2025-03-23T19:29:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6438"},"modified":"2025-03-24T04:29:00","modified_gmt":"2025-03-23T19:29:00","slug":"towards-reasoning-era-a-survey-of-long-chain-of-thought-for-reasoning-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6438","title":{"rendered":"Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models&nbsp;<\/strong>[11.3]<br>\u30ed\u30f3\u30b0\u30c1\u30a7\u30fc\u30f3\u30fb\u30aa\u30d6\u30fb\u30bd\u30fc\u30c8(Long CoT)\u7279\u6027\u306f\u63a8\u8ad6\u80fd\u529b\u3092\u9ad8\u3081\u3001\u8907\u96d1\u306a\u554f\u984c\u306e\u89e3\u6c7a\u3092\u53ef\u80fd\u306b\u3059\u308b\u3002 \u307e\u305a\u3001Long CoT\u3068Short CoT\u3092\u533a\u5225\u3057\u3001\u73fe\u5728\u306e\u63a8\u8ad6\u30d1\u30e9\u30c0\u30a4\u30e0\u3092\u5206\u985e\u3059\u308b\u65b0\u3057\u3044\u5206\u985e\u6cd5\u3092\u5c0e\u5165\u3059\u308b\u3002 \u6b21\u306b,Long CoT\u306e\u51fa\u73fe\u3084\u30aa\u30fc\u30d0\u30fc\u601d\u8003,\u30c6\u30b9\u30c8\u30bf\u30a4\u30e0\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306a\u3069,\u3053\u308c\u3089\u306e\u7279\u5fb4\u306b\u3064\u3044\u3066\u8003\u5bdf\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2503.09567v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2503.09567v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 12 Mar 2025 17:35:03 GMT)<\/li>\n\n\n\n<li>LRM\u3067\u30ad\u30fc\u3068\u306a\u3063\u3066\u3044\u308bLong Chain of thought\u306e\u30b5\u30fc\u30d9\u30a4\u3002\u300cWe first distinguish Long CoT from Short CoT and introduce a novel taxonomy to categorize current reasoning paradigms.\u300d\u3068\uff08\u901a\u5e38\u306e\uff09Short CoT\u3068 Long CoT\u3092\u5206\u3051\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/long-cot.github.io\/\">Towards Reasoning Era: A Survey of Long Chain-of-Thought<\/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":[59,232,387],"class_list":["post-6438","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain-of-thought","tag-lrm","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6438","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=6438"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6438\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6438"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6438"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6438"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}