{"id":6076,"date":"2025-01-21T03:08:00","date_gmt":"2025-01-20T18:08:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6076"},"modified":"2025-01-21T03:08:00","modified_gmt":"2025-01-20T18:08:00","slug":"enabling-scalable-oversight-via-self-evolving-critic","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6076","title":{"rendered":"Enabling Scalable Oversight via Self-Evolving Critic"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Enabling Scalable Oversight via Self-Evolving Critic\u00a0<\/strong>[59.9]<br>SCRIT(Self-evolving CRITic)\u306f\u3001\u6279\u8a55\u80fd\u529b\u306e\u771f\u306e\u81ea\u5df1\u9032\u5316\u3092\u53ef\u80fd\u306b\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 \u30b3\u30f3\u30c8\u30e9\u30b9\u30c8\u30d9\u30fc\u30b9\u306e\u81ea\u5df1\u6279\u5224\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u308b\u5408\u6210\u30c7\u30fc\u30bf\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u3088\u3063\u3066\u81ea\u5df1\u6539\u5584\u3059\u308b\u3002 \u6700\u5927\u306710.3%\u306e\u6539\u5584\u304c\u9054\u6210\u3055\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2501.05727v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2501.05727v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 10 Jan 2025 05:51:52 GMT)<\/li>\n\n\n\n<li>SCRIT (Selfevolving CRITic)\u300cTechnically, SCRIT self-improves by training on synthetic data, generated by a contrastive-based selfcritic that uses reference solutions for step-by-step critique, and a self-validation mechanism that ensures critique quality through correction outcomes.\u300d\u306e\u63d0\u6848<\/li>\n\n\n\n<li>Qwen2.5-72B-Instruct\u3092\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u3068\u3057\u3066\u6539\u5584\u3092\u78ba\u8a8d\u3068\u306e\u3053\u3068<\/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":[84,356],"class_list":["post-6076","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-critic","tag-self-x"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6076","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=6076"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6076\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6076"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6076"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6076"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}