{"id":4270,"date":"2024-01-11T04:10:00","date_gmt":"2024-01-10T19:10:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4270"},"modified":"2024-01-11T04:10:00","modified_gmt":"2024-01-10T19:10:00","slug":"multilingual-instruction-tuning-with-just-a-pinch-of-multilinguality","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4270","title":{"rendered":"Multilingual Instruction Tuning With Just a Pinch of Multilinguality"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Multilingual Instruction Tuning With Just a Pinch of Multilinguality\u00a0<\/strong>[33.2]<br>\u591a\u304f\u306e\u8a00\u8a9e\u304c\u5358\u8a00\u8a9e\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u304b\u3089\u547d\u4ee4\u8ffd\u5f93\u6a5f\u80fd\u3092\u4ed6\u306e\u8a00\u8a9e\u306b\u79fb\u884c\u3057\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059\u3002 \u8907\u6570\u306e\u8a00\u8a9e\u306b\u304a\u3044\u3066\u3001\u591a\u8a00\u8a9e\u6df7\u5408\u306b\u8abf\u6574\u3055\u308c\u305f\u30e2\u30c7\u30eb\u304c\u540c\u7b49\u307e\u305f\u306f\u512a\u308c\u305f\u6027\u80fd\u3092\u793a\u3059\u3053\u3068\u304c\u89b3\u5bdf\u3055\u308c\u305f\u3002 \u3053\u306e\u7d50\u679c\u304b\u3089,\u591a\u8a00\u8a9e\u547d\u4ee4\u8abf\u6574\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u306f,\u3054\u304f\u5c11\u6570\u306e\u591a\u8a00\u8a9e\u547d\u4ee4\u5fdc\u7b54\u3067\u884c\u3046\u3053\u3068\u304c\u53ef\u80fd\u3067\u3042\u308b\u3053\u3068\u304c\u793a\u5506\u3055\u308c\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2401.01854v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2401.01854v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 3 Jan 2024 17:48:10 GMT)<\/li>\n\n\n\n<li>LLM\u306b\u304a\u3051\u308b\u591a\u8a00\u8a9e\u5bfe\u5fdc\u306b\u95a2\u3059\u308b\u5831\u544a\u3002LLM\u4ee5\u524d\u306e\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u306aPLM\u3067\u3082\u540c\u69d8\u306e\u6307\u6458\u306f\u3042\u3063\u305f\u304c\u300cOur results suggest that building massively multilingual instruction-tuned models can be done with only a very small set of multilingual instructionresponses.\u300d\u306f\u91cd\u8981\u306a\u7279\u6027\u3060\u3068\u601d\u3046\u3002<\/li>\n\n\n\n<li>\u8a00\u8a9e\u306e\u58c1\u306f\u610f\u5916\u3068\u4f4e\u3044\u306e\u304b\u3001pre train\u306e\u91cd\u8981\u3055\u304c\u975e\u5e38\u306b\u5927\u304d\u3044\u306e\u304b\u3001\u7406\u7531\u304c\u77e5\u308a\u305f\u3044\u3068\u3053\u308d\u3002<\/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],"class_list":["post-4270","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-multilingual"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4270","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=4270"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4270\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4270"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4270"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4270"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}