{"id":6172,"date":"2025-02-13T05:49:00","date_gmt":"2025-02-12T20:49:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6172"},"modified":"2025-02-13T05:49:00","modified_gmt":"2025-02-12T20:49:00","slug":"realcritic-towards-effectiveness-driven-evaluation-of-language-model-critiques","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6172","title":{"rendered":"RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques\u00a0<\/strong>[59.9]<br>\u6211\u3005\u306f,Large Language Models (LLMs) \u306e\u6279\u5224\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u65b0\u3057\u3044\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u5c0e\u5165\u3059\u308b\u3002 \u901a\u5e38\u3001\u30aa\u30fc\u30d7\u30f3\u30eb\u30fc\u30d7\u65b9\u5f0f\u3067\u6a5f\u80fd\u3059\u308b\u65e2\u5b58\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u306f\u7570\u306a\u308a\u3001\u6211\u3005\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u306f\u3001\u6279\u5224\u304b\u3089\u751f\u6210\u3055\u308c\u305f\u4fee\u6b63\u306e\u8cea\u3092\u8a55\u4fa1\u3059\u308b\u30af\u30ed\u30fc\u30ba\u30c9\u30eb\u30fc\u30d7\u624b\u6cd5\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2501.14492v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2501.14492v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 24 Jan 2025 13:48:10 GMT)<\/li>\n\n\n\n<li>LLM\u306e\u6279\u5224\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3001\u300cWe investigate three distinct scenarios: self-critique, crosscritique, and iterative critique. Our findings reveal that in nearly all cases, the o1-mini model demonstrates the most impressive performance.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/tangzhy\/RealCritic\">GitHub &#8211; tangzhy\/RealCritic<\/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":[84,517],"class_list":["post-6172","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-critic","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6172","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=6172"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6172\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6172"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6172"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6172"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}