{"id":6550,"date":"2025-04-18T04:11:00","date_gmt":"2025-04-17T19:11:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6550"},"modified":"2025-04-18T04:11:00","modified_gmt":"2025-04-17T19:11:00","slug":"harnessing-the-reasoning-economy-a-survey-of-efficient-reasoning-for-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6550","title":{"rendered":"Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models\u00a0<\/strong>[51.9]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u6700\u8fd1\u306e\u9032\u6b69\u306f\u3001\u8907\u96d1\u306a\u63a8\u8ad6\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u80fd\u529b\u3092\u5927\u5e45\u306b\u5f37\u5316\u3057\u3066\u3044\u308b\u3002 \u30b7\u30b9\u30c6\u30e01\u63a8\u8ad6\u306f\u8a08\u7b97\u52b9\u7387\u304c\u826f\u3044\u304c\u3001\u6700\u9069\u4ee5\u4e0b\u306e\u6027\u80fd\u3092\u3082\u305f\u3089\u3059\u3002 \u30b7\u30b9\u30c6\u30e02\u63a8\u8ad6(System 2 reasoning)\u306f\u3001\u601d\u8003\u306e\u9045\u3055\u3084\u975e\u52b9\u7387\u6027\u3001\u4e0d\u5fc5\u8981\u306a\u63a8\u8ad6\u306e\u632f\u308b\u821e\u3044\u306b\u3088\u308a\u3001\u304b\u306a\u308a\u306e\u8a08\u7b97\u30b3\u30b9\u30c8\u3092\u767a\u751f\u3055\u305b\u308b\u3053\u3068\u304c\u591a\u3044\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2503.24377v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2503.24377v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 31 Mar 2025 17:58:07 GMT)<\/li>\n\n\n\n<li>\u300cIn this survey, we provide a comprehensive analysis of reasoning economy in both the post-training and test-time inference stages of LLMs, encompassing\u300d\u3068\u3044\u3046\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/DevoAllen\/Awesome-Reasoning-Economy-Papers\">GitHub &#8211; DevoAllen\/Awesome-Reasoning-Economy-Papers: Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models<\/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":[231,298,387],"class_list":["post-6550","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-lr","tag-overthinking","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6550","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=6550"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6550\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6550"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6550"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6550"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}