{"id":716,"date":"2021-09-22T05:30:00","date_gmt":"2021-09-21T20:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=716"},"modified":"2021-09-22T05:30:00","modified_gmt":"2021-09-21T20:30:00","slug":"udgunsupervised-data-generation-%e3%81%ab%e3%82%88%e3%82%8b%e3%82%bc%e3%83%ad%e3%83%a9%e3%83%99%e3%83%ab%e5%ad%a6%e7%bf%92","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=716","title":{"rendered":"UDG(Unsupervised Data Generation )\u306b\u3088\u308b\u30bc\u30ed\u30e9\u30d9\u30eb\u5b66\u7fd2"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Towards Zero-Label Language Learning\u00a0<\/strong>[20.3]<br>\u672c\u7a3f\u3067\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406(NLP)\u306b\u304a\u3051\u308b\u30bc\u30ed\u30e9\u30d9\u30eb\u5b66\u7fd2\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u3001\u3069\u3053\u306b\u3067\u3082\u4eba\u9593\u306e\u6ce8\u91c8\u4ed8\u304d\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u305a\u3001\u30e2\u30c7\u30eb\u304c\u7d14\u7c8b\u306b\u5408\u6210\u30c7\u30fc\u30bf\u306b\u57fa\u3065\u3044\u3066\u8a13\u7df4\u3055\u308c\u308b\u3002 GPT-3\u306b\u304a\u3051\u308b\u6570\u767a\u306e\u63a8\u8ad6\u306e\u6210\u529f\u306b\u89e6\u767a\u3055\u308c\u3066\u3001\u6559\u5e2b\u306a\u3057\u30c7\u30fc\u30bf\u751f\u6210\u3068\u3044\u3046\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u751f\u6210\u624b\u9806\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2109.09193v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2109.09193v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sun, 19 Sep 2021 19:00:07 GMT)<ul><li>\u4e8b\u524d\u5b66\u7fd2\u3055\u308c\u305f\u8a00\u8a9e\u30e2\u30c7\u30eb\uff08GLM: Gigantic Language Model\uff09\u3067\u5408\u6210\u30c7\u30fc\u30bf\u3092\u4f5c\u6210\u3001\u305d\u308c\u3092\u3082\u3068\u306b\u3057\u3066\u5b66\u7fd2\u3059\u308b\u624b\u6cd5\u306e\u63d0\u6848\u3002\u30e9\u30d9\u30eb\u4ed8\u304d\u30c7\u30fc\u30bf\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u306b\u3088\u3063\u3066SuperGLUE\u3067\u512a\u308c\u305f\u6027\u80fd\uff08\u73fe\u6642\u70b9\u30672\u4f4d\uff09\u304c\u9054\u6210\u3067\u304d\u3066\u3044\u308b\u3002<ul><li>\u300c\u30ea\u30a2\u30eb\u306a\u30c7\u30fc\u30bf\u3067\u306f\u30e9\u30d9\u30eb\u304c\u5165\u529b\u76f8\u5f53\u30c7\u30fc\u30bf\u306e\u5f8c\u306b\u6765\u308b\u3068\u306f\u9650\u3089\u306a\u3044\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u6700\u9069\u3067\u306f\u306a\u3044\u300d\u306b\u305d\u3046\u3060\u3088\u306a\u30fc\u3068\u601d\u3063\u305f\u3002<\/li><\/ul><\/li><li>\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u3057\u3066\u306f<a href=\"https:\/\/devneko.jp\/wordpress\/?p=682\">STraTA<\/a>\u306b\u8fd1\u3044\u3088\u3046\u306b\u601d\u3046\u3002\u5de8\u5927\u8a00\u8a9e\u30e2\u30c7\u30eb\u304b\u3089\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u5f15\u304d\u51fa\u305d\u3046\u3068\u3057\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u9762\u767d\u3044\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Towards Zero-Label Language Learning\u00a0[20.3]\u672c\u7a3f\u3067\u306f\u81ea\u7136\u8a00\u8a9e\u51e6\u7406(NLP)\u306b\u304a\u3051\u308b\u30bc\u30ed\u30e9\u30d9\u30eb\u5b66\u7fd2\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u3001\u3069\u3053\u306b\u3067\u3082\u4eba\u9593\u306e\u6ce8\u91c8\u4ed8\u304d\u30c7\u30fc\u30bf\u3092\u4f7f\u7528\u3057\u305a\u3001\u30e2\u30c7 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=716\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;UDG(Unsupervised Data Generation )\u306b\u3088\u308b\u30bc\u30ed\u30e9\u30d9\u30eb\u5b66\u7fd2&#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":[170,172,567],"class_list":["post-716","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-gigantic-language-model","tag-glm","tag-567"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/716","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=716"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/716\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=716"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=716"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=716"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}