{"id":7402,"date":"2025-09-19T05:49:00","date_gmt":"2025-09-18T20:49:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7402"},"modified":"2025-09-06T21:50:28","modified_gmt":"2025-09-06T12:50:28","slug":"a-comprehensive-survey-on-trustworthiness-in-reasoning-with-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7402","title":{"rendered":"A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Comprehensive Survey on Trustworthiness in Reasoning with Large Language Models\u00a0<\/strong>[35.5]<br>Long-CoT\u63a8\u8ad6\u306f\u3001\u8a00\u8a9e\u7406\u89e3\u3001\u8907\u96d1\u306a\u554f\u984c\u89e3\u6c7a\u3001\u30b3\u30fc\u30c9\u751f\u6210\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bf\u30b9\u30af\u306b\u9032\u6b69\u3057\u3066\u3044\u308b\u3002 \u4fe1\u983c\u306b\u5024\u3059\u308b\u63a8\u8ad6\u306e5\u3064\u306e\u4e2d\u6838\u7684\u306a\u5074\u9762 \u2013 \u771f\u7406\u6027\u3001\u5b89\u5168\u6027\u3001\u5805\u7262\u6027\u3001\u516c\u6b63\u6027\u3001\u30d7\u30e9\u30a4\u30d0\u30b7 \u2013 \u306b\u91cd\u70b9\u3092\u7f6e\u3044\u3066\u3044\u307e\u3059\u3002 \u5168\u4f53\u3068\u3057\u3066\u3001\u63a8\u8ad6\u6280\u8853\u306f\u3001\u5e7b\u899a\u306e\u7de9\u548c\u3001\u6709\u5bb3\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u691c\u51fa\u3001\u5805\u7262\u6027\u306e\u6539\u5584\u3092\u901a\u3058\u3066\u30e2\u30c7\u30eb\u306e\u4fe1\u983c\u6027\u3092\u9ad8\u3081\u308b\u3053\u3068\u3092\u7d04\u675f\u3059\u308b\u4e00\u65b9\u3067\u3001\u6700\u5148\u7aef\u306e\u63a8\u8ad6\u30e2\u30c7\u30eb\u306f\u3001\u5b89\u5168\u6027\u3001\u5805\u7262\u6027\u3001\u30d7\u30e9\u30a4\u30d0\u30b7\u306b\u304a\u3051\u308b\u540c\u7b49\u307e\u305f\u306f\u305d\u308c\u4ee5\u4e0a\u306e\u8106\u5f31\u6027\u306b\u60a9\u307e\u3055\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2509.03871v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2509.03871v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 04 Sep 2025 04:12:31 GMT)<\/li>\n\n\n\n<li>\u4fe1\u983c\u6027\u306b\u95a2\u3059\u308b\u3082\u306e\u3060\u304c\u3001\u63a8\u8ad6\u306b\u8ef8\u8db3\u3092\u304a\u3044\u305f\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/ybwang119\/Awesome-reasoning-safety\">GitHub &#8211; ybwang119\/Awesome-reasoning-safety: This repo is for the safety topic, including attacks, defenses and studies related to reasoning and RL<\/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":[387],"class_list":["post-7402","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7402","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=7402"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7402\/revisions"}],"predecessor-version":[{"id":7403,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7402\/revisions\/7403"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7402"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7402"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7402"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}