{"id":5836,"date":"2024-12-04T05:51:00","date_gmt":"2024-12-03T20:51:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5836"},"modified":"2024-12-04T05:51:00","modified_gmt":"2024-12-03T20:51:00","slug":"all-languages-matter-evaluating-lmms-on-culturally-diverse-100-languages","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5836","title":{"rendered":"All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages\u00a0<\/strong>[73.9]<br>ALM-bench\u306f\u3001100\u8a00\u8a9e\u306b\u308f\u305f\u308bLMM\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u3001\u3053\u308c\u307e\u3067\u3067\u6700\u5927\u304b\u3064\u6700\u3082\u5305\u62ec\u7684\u306a\u53d6\u308a\u7d44\u307f\u3067\u3042\u308b\u3002 \u69d8\u3005\u306a\u8a00\u8a9e\u3067\u30c6\u30ad\u30b9\u30c8\u3068\u7d44\u307f\u5408\u308f\u305b\u305f\u6587\u5316\u7684\u306b\u591a\u69d8\u306a\u30a4\u30e1\u30fc\u30b8\u3092\u7406\u89e3\u3057\u3001\u63a8\u8ad6\u3059\u308b\u80fd\u529b\u3092\u30c6\u30b9\u30c8\u3059\u308b\u3053\u3068\u3067\u3001\u65e2\u5b58\u306e\u30e2\u30c7\u30eb\u306b\u6311\u6226\u3059\u308b\u3002 \u3053\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306f\u3001\u771f\/\u507d\u3001\u8907\u6570\u9078\u629e\u3001\u30aa\u30fc\u30d7\u30f3\u306a\u8cea\u554f\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u8cea\u554f\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3092\u5099\u3048\u305f\u3001\u5805\u7262\u3067\u30cb\u30e5\u30a2\u30f3\u30b9\u306e\u9ad8\u3044\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2411.16508v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2411.16508v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 25 Nov 2024 15:44:42 GMT)<\/li>\n\n\n\n<li>\u304d\u308f\u3081\u3066\u591a\u3044\u8a00\u8a9e\u306eLLM\u8a55\u4fa1\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u30bf\u30b9\u30af\u306fVQA\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/mbzuai-oryx.github.io\/ALM-Bench\/\">All Languages Matter: Evaluating LMMs on Culturally Diverse 100 Languages<\/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":[223,251,267,441,517],"class_list":["post-5836","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-mllm","tag-multilingual","tag-vqa","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5836","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=5836"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5836\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5836"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5836"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5836"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}