{"id":4381,"date":"2024-02-05T05:58:00","date_gmt":"2024-02-04T20:58:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4381"},"modified":"2024-02-05T05:58:00","modified_gmt":"2024-02-04T20:58:00","slug":"can-large-language-models-be-trusted-for-evaluation-scalable-meta-evaluation-of-llms-as-evaluators-via-agent-debate","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4381","title":{"rendered":"Can Large Language Models be Trusted for Evaluation? Scalable Meta-Evaluation of LLMs as Evaluators via Agent Debate"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Can Large Language Models be Trusted for Evaluation? Scalable Meta-Evaluation of LLMs as Evaluators via Agent Debate\u00a0<\/strong>[74.1]<br>\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30fb\u30c7\u30a3\u30d9\u30fc\u30c8\u652f\u63f4\u578b\u30e1\u30bf\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bScaleEval\u3092\u63d0\u6848\u3059\u308b\u3002 \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u30b3\u30fc\u30c9\u3092GitHub\u3067\u516c\u958b\u3057\u3066\u3044\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2401.16788v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2401.16788v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 30 Jan 2024 07:03:32 GMT)<\/li>\n\n\n\n<li>\u8a55\u4fa1\u306e\u305f\u3081\u306bLLM\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3092\u591a\u6570\u4f7f\u3044\u3001\u304b\u3064\u3001\u4eba\u9593\u306e\u8a55\u4fa1\u3092\u53d6\u308a\u5165\u308c\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002GPT-4\u304c\u4e00\u5f37\u3068\u3044\u3046\u6642\u4ee3\u306f\u7d42\u308f\u308a\u3064\u3064\u3042\u308a\u3001\u3053\u306e\u3088\u3046\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u306a\u3044\u3068\u6b63\u3057\u3044\u6027\u80fd\u8a55\u4fa1\u304c\u96e3\u3057\u304f\u306a\u3063\u3066\u304d\u3066\u3044\u308b\u306e\u3060\u308d\u3046\u3068\u601d\u3046\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/GAIR-NLP\/scaleeval\">GAIR-NLP\/scaleeval: Scalable Meta-Evaluation of LLMs as Evaluators (github.com)<\/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":[42,223,224,647],"class_list":["post-4381","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent","tag-llm","tag-llm-as-a-judge","tag-647"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4381","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=4381"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4381\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4381"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4381"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4381"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}