{"id":6815,"date":"2025-05-28T03:34:00","date_gmt":"2025-05-27T18:34:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=6815"},"modified":"2025-05-25T09:39:04","modified_gmt":"2025-05-25T00:39:04","slug":"how-reliable-is-multilingual-llm-as-a-judge","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=6815","title":{"rendered":"How Reliable is Multilingual LLM-as-a-Judge?"},"content":{"rendered":"\n<p><strong>How Reliable is Multilingual LLM-as-a-Judge?\u00a0<\/strong>[11.6]<br>25\u8a00\u8a9e\u3092\u542b\u30805\u3064\u306e\u591a\u7a2e\u591a\u69d8\u306a\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3001\u7570\u306a\u308b\u30e2\u30c7\u30eb\u30d5\u30a1\u30df\u30ea\u30fc\u304b\u30895\u3064\u306e\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u3002 \u4e00\u8cab\u6027\u306f\u8a00\u8a9e\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u7570\u306a\u308a\u3001\u4f4e\u30ea\u30bd\u30fc\u30b9\u8a00\u8a9e\u3067\u306f\u7279\u306b\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u52a3\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u5206\u304b\u308a\u307e\u3057\u305f\u3002 \u5b9f\u4e16\u754c\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u3051\u308b\u591a\u8a00\u8a9e\u5224\u65ad\u306e\u6574\u5408\u6027\u3092\u6539\u5584\u3059\u308b\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u6226\u7565\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2505.12201v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2505.12201v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sun, 18 May 2025 02:32:35 GMT)<\/p>\n\n\n\n<p>\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u8a2d\u5b9a\u3067\u306eLLM as a judge\u306e\u6027\u80fd\u8a55\u4fa1\u3002GPT-4o\u3082\u82e6\u52b4\u3057\u3066\u3044\u308b\u5370\u8c61\u306e\u7d50\u679c\u3002\u300cwe find that powerful open-source models, such as Qwen- 2.5, achieve comparable performance to OpenAI models in multilingual judgment tasks.\u300d\u3084\u300cAya fails to demonstrate noticeable improvements. This suggests that fine- tuning with multilingual data may not directly enhance a model\u2019s ability to perform accurate multi- lingual judgments.\u300d\u306a\u3069\u8208\u5473\u6df1\u3044\u8a18\u8f09\u3082\u591a\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>How Reliable is Multilingual LLM-as-a-Judge?\u00a0[11.6]25\u8a00\u8a9e\u3092\u542b\u30805\u3064\u306e\u591a\u7a2e\u591a\u69d8\u306a\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u3001\u7570\u306a\u308b\u30e2\u30c7\u30eb\u30d5\u30a1\u30df\u30ea\u30fc\u304b\u30895\u3064\u306e\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u3002 \u4e00\u8cab\u6027\u306f\u8a00\u8a9e\u306b\u3088\u3063\u3066 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=6815\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;How Reliable is Multilingual LLM-as-a-Judge?&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[224,267],"class_list":["post-6815","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm-as-a-judge","tag-multilingual"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6815","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=6815"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6815\/revisions"}],"predecessor-version":[{"id":6816,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/6815\/revisions\/6816"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=6815"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=6815"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=6815"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}