{"id":4644,"date":"2024-04-04T05:56:00","date_gmt":"2024-04-03T20:56:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4644"},"modified":"2024-04-04T05:56:00","modified_gmt":"2024-04-03T20:56:00","slug":"mateval-a-multi-agent-text-evaluation-framework","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4644","title":{"rendered":"MATEval: A \u201cMulti-Agent Text Evaluation framework\u201d"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>MATEval: A Multi-Agent Discussion Framework for Advancing Open-Ended Text Evaluation\u00a0<\/strong>[22.2]<br>\u751f\u6210\u578b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u6ce8\u76ee\u306b\u5024\u3059\u308b\u304c\u3001\u3053\u308c\u3089\u306e\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u751f\u6210\u3055\u308c\u305f\u30c6\u30ad\u30b9\u30c8\u306e\u54c1\u8cea\u306f\u3001\u3057\u3070\u3057\u3070\u6c38\u7d9a\u7684\u306a\u554f\u984c\u3092\u793a\u3059\u3002 MATEval: &#8220;Multi-Agent Text Evaluation framework&#8221;\u3092\u63d0\u6848\u3059\u308b\u3002 \u672c\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f,\u8a55\u4fa1\u30d7\u30ed\u30bb\u30b9\u306e\u6df1\u5ea6\u3068\u5e83\u3055\u3092\u9ad8\u3081\u308b\u305f\u3081\u306b,\u81ea\u5df1\u56de\u5e30\u3068\u6574\u5408\u6027\u6226\u7565\u3068\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u6a5f\u69cb\u3092\u53d6\u308a\u5165\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2403.19305v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2403.19305v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 28 Mar 2024 10:41:47 GMT)<\/li>\n\n\n\n<li>\u30de\u30eb\u30c1\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u306aself-reflection\u3068CoT\u3067\u8a55\u4fa1\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3002\u300cWe mainly apply our framework to the evaluation of story texts generated by LLMs in Alipay business scenarios.\u300d\u00a0\u3068\u306e\u3053\u3068\u3067\u73fe\u5b9f\u7684\u306a\u30c7\u30fc\u30bf\uff06\u69d8\u3005\u306a\u624b\u6cd5\u3068\u6bd4\u8f03\u3055\u308c\u3066\u3044\u308b\u306e\u306f\u8208\u5473\u6df1\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/anonymous.4open.science\/r\/MATEval-EA92\/README.md\">Anonymized Repository &#8211; Anonymous GitHub (4open.science)<\/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":[223,647],"class_list":["post-4644","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-647"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4644","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=4644"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4644\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4644"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4644"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4644"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}