{"id":7100,"date":"2025-07-25T04:52:00","date_gmt":"2025-07-24T19:52:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7100"},"modified":"2025-07-20T23:20:20","modified_gmt":"2025-07-20T14:20:20","slug":"a-survey-on-latent-reasoning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7100","title":{"rendered":"A Survey on Latent Reasoning\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey on Latent Reasoning&nbsp;<\/strong>[100.5]<br>\u5927\u304d\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u5370\u8c61\u7684\u306a\u63a8\u8ad6\u6a5f\u80fd\u3092\u793a\u3057\u3066\u3044\u308b\u3002 \u4e2d\u9593\u30b9\u30c6\u30c3\u30d7\u3092\u8a00\u8a9e\u5316\u3059\u308bCoT\u63a8\u8ad6\u306f\u3001\u30e2\u30c7\u30eb\u306e\u8868\u73fe\u5e2f\u57df\u5e45\u3092\u5236\u9650\u3059\u308b\u3002 \u6f5c\u5728\u7684\u63a8\u8ad6\u306f\u3001\u30e2\u30c7\u30eb\u306e\u9023\u7d9a\u7684\u306a\u96a0\u308c\u72b6\u614b\u306b\u5b8c\u5168\u306b\u30de\u30eb\u30c1\u30b9\u30c6\u30c3\u30d7\u306e\u63a8\u8ad6\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u3053\u306e\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u306b\u5bfe\u51e6\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2507.06203v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2507.06203v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Tue, 08 Jul 2025 17:29:07 GMT)<\/li>\n\n\n\n<li>Latent CoT\u00a0\uff08Unlike traditional CoT reasoning that generates explicit textual intermediate steps, latent CoT methods perform reasoning through continuous representations and hidden states within the model\u2019s computational graph.\uff09\u306a\u3069\u63a8\u8ad6\u904e\u7a0b\u3092\u8868\u306b\u51fa\u3059\u3053\u3068\u306a\u304f\u6f5c\u5728\u7a7a\u9593\u3067\u884c\u3046\u30bf\u30a4\u30d7\u306e\u624b\u6cd5\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/github.com\/multimodal-art-projection\/LatentCoT-Horizon\/\">GitHub &#8211; multimodal-art-projection\/LatentCoT-Horizon: \ud83d\udcd6 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.<\/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],"class_list":["post-7100","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain-of-thought"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7100","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=7100"}],"version-history":[{"count":2,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7100\/revisions"}],"predecessor-version":[{"id":7103,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7100\/revisions\/7103"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7100"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7100"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7100"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}