{"id":1232,"date":"2021-12-22T07:45:00","date_gmt":"2021-12-21T22:45:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1232"},"modified":"2021-12-22T07:45:00","modified_gmt":"2021-12-21T22:45:00","slug":"xglmmultilingual-generative-language-models-%e5%a4%9a%e8%a8%80%e8%aa%9e%e3%83%a2%e3%83%87%e3%83%ab%e3%81%a7%e3%81%aefew-shot","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1232","title":{"rendered":"XGLM(multilingual Generative Language Models): \u591a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u306eFew-shot"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Few-shot Learning with Multilingual Language Models&nbsp;<\/strong>[66.5]<br>\u591a\u69d8\u306a\u8a00\u8a9e\u7fa4\u3092\u30ab\u30d0\u30fc\u3059\u308b\u30d0\u30e9\u30f3\u30b9\u306e\u53d6\u308c\u305f\u30b3\u30fc\u30d1\u30b9\u4e0a\u3067,\u591a\u8a00\u8a9e\u306e\u81ea\u52d5\u56de\u5e30\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u8a13\u7df4\u3059\u308b\u3002 \u79c1\u305f\u3061\u306e\u6700\u5927\u306e\u30e2\u30c7\u30eb\u306f\u300120\u4ee5\u4e0a\u306e\u4ee3\u8868\u8a00\u8a9e\u3067\u6570\u30b7\u30e7\u30c3\u30c8\u306e\u5b66\u7fd2\u306b\u304a\u3044\u3066\u3001\u65b0\u3057\u3044\u6700\u5148\u7aef\u306e\u6280\u8853\u3092\u5b9a\u3081\u3066\u3044\u307e\u3059\u3002 \u672c\u7a3f\u3067\u306f,\u30e2\u30c7\u30eb\u304c\u3069\u3053\u3067\u6210\u529f\u3057,\u5931\u6557\u3059\u308b\u304b\u3092\u8a73\u7d30\u306b\u5206\u6790\u3057,\u7279\u306b\u8a00\u8a9e\u9593\u306e\u6587\u8108\u5185\u5b66\u7fd2\u3092\u53ef\u80fd\u306b\u3059\u308b\u3053\u3068\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2112.10668v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2112.10668v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Mon, 20 Dec 2021 16:52:35 GMT)<ul><li>\u591a\u8a00\u8a9e\u5bfe\u5fdc\u30e2\u30c7\u30eb\u3092\u65b0\u305f\u306b\u69cb\u7bc9\u3001\u512a\u308c\u305f\u6027\u80fd\u3092\u767a\u63ee\u3002\u975e\u5e38\u306b\u5e83\u7bc4\u306a\u30c7\u30fc\u30bf\u3067\u691c\u8a3c\u3092\u884c\u3063\u3066\u304a\u308a\u8208\u5473\u6df1\u3044\u7d50\u679c\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/li><li>\u65e5\u672c\u8a9e\u306e\u30c7\u30fc\u30bf\u3082\u76f8\u5fdc\u306b\u5165\u3063\u3066\u304a\u308a\u5bfe\u5fdc\u3057\u3066\u3044\u308b\u3082\u306e\u3068\u601d\u308f\u308c\u308b\u3002\u304c\u3001\u8a55\u4fa1\u306b\u4f7f\u3048\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304cXWinograd\u3001PAWS-X\u306a\u3069\u5c11\u306a\u304f\u72b6\u6cc1\u304c\u5224\u5225\u3057\u306b\u304f\u3044\uff08\u30e2\u30c7\u30eb\u306f\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306a\u306e\u3067\u8272\u3005\u8a66\u3057\u3066\u307f\u308b\u3057\u304b\u306a\u3055\u305d\u3046\uff09<\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/pytorch\/fairseq\/tree\/main\/examples\/xglm\">fairseq\/examples\/xglm at main \u00b7 pytorch\/fairseq \u00b7 GitHub<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Few-shot Learning with Multilingual Language Models&nbsp;[66.5]\u591a\u69d8\u306a\u8a00\u8a9e\u7fa4\u3092\u30ab\u30d0\u30fc\u3059\u308b\u30d0\u30e9\u30f3\u30b9\u306e\u53d6\u308c\u305f\u30b3\u30fc\u30d1\u30b9\u4e0a\u3067,\u591a\u8a00\u8a9e\u306e\u81ea\u52d5\u56de\u5e30\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u8a13\u7df4\u3059\u308b\u3002  &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1232\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;XGLM(multilingual Generative Language Models): \u591a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u306eFew-shot&#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":[146,170,267,567],"class_list":["post-1232","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-fewshot","tag-gigantic-language-model","tag-multilingual","tag-567"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1232","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=1232"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1232\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1232"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1232"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1232"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}