{"id":423,"date":"2021-07-22T05:00:00","date_gmt":"2021-07-21T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=423"},"modified":"2021-07-22T05:00:00","modified_gmt":"2021-07-21T20:00:00","slug":"mnmtmultilingual-neural-machine-translation%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8b%e3%83%a2%e3%83%87%e3%83%ab%e5%ae%b9%e9%87%8f","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=423","title":{"rendered":"MNMT(Multilingual Neural Machine Translation)\u306b\u304a\u3051\u308b\u5197\u9577\u90e8\u5206\u306e\u6d3b\u7528"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>More Parameters? No Thanks!\u00a0<\/strong>[43.7]<br>\u591a\u8a00\u8a9e\u30cb\u30e5\u30fc\u30e9\u30eb\u30de\u30b7\u30f3\u7ffb\u8a33MNMT\u306b\u304a\u3051\u308b\u30e2\u30c7\u30eb\u5bb9\u91cf\u3068\u8ca0\u306e\u5e72\u6e09\u306e\u9577\u671f\u7684\u554f\u984c\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u6211\u3005\u306f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30d7\u30eb\u30fc\u30cb\u30f3\u30b0\u624b\u6cd5\u3092\u7528\u3044\u3066\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305fMNMT\u30e2\u30c7\u30eb\u304b\u3089\u30d1\u30e9\u30e1\u30fc\u30bf\u306e50-70%\u3092\u30d7\u30eb\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3068\u3001BLEU\u30b9\u30b3\u30a2\u306e0.29-1.98\u30c9\u30ed\u30c3\u30d7\u3057\u304b\u5f97\u3089\u308c\u306a\u3044\u3053\u3068\u3092\u89b3\u5bdf\u3059\u308b\u3002 \u6211\u3005\u306f,MNMT\u306e\u5197\u9577\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u53cd\u5fa9\u7684\u306b\u8a13\u7df4\u3057,\u591a\u8a00\u8a9e\u6027\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u30d0\u30a4\u30ea\u30f3\u30ac\u30eb\u8868\u73fe\u3092\u6539\u5584\u3059\u308b\u65b0\u3057\u3044\u9069\u5fdc\u6226\u7565\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2107.09622v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2107.09622v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper\/translated\/2107.09622.pdf.html\">\u53c2\u8003\u8a33\uff08\u5168\u6587\uff09<\/a>\u00a0\u00a0(Tue, 20 Jul 2021 17:04:15 GMT)<ul><li>\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u306a\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u306b\u306f\u5197\u9577\u306a\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u591a\u3044\u3002\u8457\u8005\u3089\u306f\u30de\u30eb\u30c1\u30ea\u30f3\u30ac\u30eb\u30e2\u30c7\u30eb\u304b\u308950%\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u524a\u6e1b\u3057\u305f\u306e\u3061\u306b\u3001\u5197\u9577\u3060\u3063\u305fweight\u3092\u6d3b\u7528\u3059\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3092\u884c\u3046\u3053\u3068\u3067\u524a\u6e1b\u524d\u306e\u30e2\u30c7\u30eb\u304b\u3089BLEU\u30b9\u30b3\u30a2\u3092\u6539\u5584\u3067\u304d\u305f\u3068\u306e\u3053\u3068\u3002<\/li><li>\u30b3\u30fc\u30c9\u7b49\u306f<a href=\"https:\/\/github.com\/zeecoder606\/PF-Adaptation\">https:\/\/github.com\/zeecoder606\/PF-Adaptation<\/a>\u3067\u516c\u958b\u4e88\u5b9a\u3068\u306e\u3053\u3068\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>More Parameters? No Thanks!\u00a0[43.7]\u591a\u8a00\u8a9e\u30cb\u30e5\u30fc\u30e9\u30eb\u30de\u30b7\u30f3\u7ffb\u8a33MNMT\u306b\u304a\u3051\u308b\u30e2\u30c7\u30eb\u5bb9\u91cf\u3068\u8ca0\u306e\u5e72\u6e09\u306e\u9577\u671f\u7684\u554f\u984c\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u6211\u3005\u306f\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30d7\u30eb\u30fc\u30cb\u30f3\u30b0\u624b\u6cd5\u3092\u7528\u3044\u3066\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=423\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;MNMT(Multilingual Neural Machine Translation)\u306b\u304a\u3051\u308b\u5197\u9577\u90e8\u5206\u306e\u6d3b\u7528&#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":[267,505],"class_list":["post-423","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-multilingual","tag-505"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/423","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=423"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/423\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=423"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=423"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=423"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}