{"id":5874,"date":"2024-12-09T03:28:00","date_gmt":"2024-12-08T18:28:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5874"},"modified":"2024-12-09T03:28:00","modified_gmt":"2024-12-08T18:28:00","slug":"global-mmlu-understanding-and-addressing-cultural-and-linguistic-biases-in-multilingual-evaluation","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5874","title":{"rendered":"Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Global MMLU: Understanding and Addressing Cultural and Linguistic Biases in Multilingual Evaluation\u00a0<\/strong>[50.4]<br>\u591a\u8a00\u8a9e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6587\u5316\u7684\u30d0\u30a4\u30a2\u30b9\u306f\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u3057\u3066\u306e\u6709\u52b9\u6027\u306b\u91cd\u5927\u306a\u8ab2\u984c\u3092\u3082\u305f\u3089\u3059\u3002 MMLU\u306e\u9032\u6b69\u306f\u897f\u6d0b\u4e2d\u5fc3\u306e\u6982\u5ff5\u306e\u5b66\u7fd2\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3057\u3066\u304a\u308a\u3001\u6587\u5316\u306b\u654f\u611f\u306a\u77e5\u8b58\u3092\u5fc5\u8981\u3068\u3059\u308b\u8cea\u554f\u306e28%\u304c\u305d\u3046\u3067\u3042\u308b\u3002 \u6539\u826f\u3055\u308c\u305fMMLU\u3067\u3042\u308bGlobal-MMLU\u3092\u30ea\u30ea\u30fc\u30b9\u3057,42\u8a00\u8a9e\u3092\u5bfe\u8c61\u306b\u8a55\u4fa1\u3092\u884c\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2412.03304v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2412.03304v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 04 Dec 2024 13:27:09 GMT)<\/li>\n\n\n\n<li>Global\u306aMMLU\u3001\u5143\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6587\u5316\u7684\u30d0\u30a4\u30a2\u30b9\u3001\u5358\u7d14\u306a\u7ffb\u8a33\u3067\u306f\u89e3\u6d88\u3057\u304d\u308c\u306a\u3044\u554f\u984c\u306b\u95a2\u3059\u308b\u8a00\u53ca\u304c\u8208\u5473\u6df1\u3044<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f<a href=\"https:\/\/huggingface.co\/datasets\/CohereForAI\/Global-MMLU\">CohereForAI\/Global-MMLU \u00b7 Datasets at Hugging Face<\/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":[267,517],"class_list":["post-5874","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-multilingual","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5874","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=5874"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5874\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5874"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5874"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5874"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}