{"id":1533,"date":"2022-02-21T05:55:00","date_gmt":"2022-02-20T20:55:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1533"},"modified":"2022-02-21T05:55:00","modified_gmt":"2022-02-20T20:55:00","slug":"zerogen-%e3%83%87%e3%83%bc%e3%82%bf%e7%94%9f%e6%88%90%e3%82%92%e9%80%9a%e3%81%97%e3%81%9fzero-shot-learning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1533","title":{"rendered":"ZeroGen: \u30c7\u30fc\u30bf\u751f\u6210\u3092\u901a\u3057\u305fZero-shot Learning"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>ZeroGen: Efficient Zero-shot Learning via Dataset Generation\u00a0<\/strong>[28.5]<br>\u67d4\u8edf\u3067\u52b9\u7387\u7684\u306a\u30bc\u30ed\u30b7\u30e7\u30fc\u30c8\u5b66\u7fd2\u624b\u6cd5\u3067\u3042\u308bZeroGen\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u30bf\u30b9\u30af\u304c\u4e0e\u3048\u3089\u308c\u305f\u5834\u5408\u3001\u307e\u305a\u3001\u6559\u5e2b\u306a\u3057\u306e\u65b9\u6cd5\u3067 PLM \u3092\u7528\u3044\u3066\u3001\u30b9\u30af\u30e9\u30c3\u30c1\u304b\u3089\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u751f\u6210\u3059\u308b\u3002 \u30c6\u30ad\u30b9\u30c8\u5206\u985e\u3001\u8cea\u554f\u5fdc\u7b54\u3001\u81ea\u7136\u8a00\u8a9e\u63a8\u8ad6\u3068\u3044\u3063\u305f\u7570\u306a\u308bNLP\u30bf\u30b9\u30af\u306e\u5b9f\u9a13\u3068\u5206\u6790\u306f\u3001ZeroGen\u306e\u6709\u52b9\u6027\u3092\u793a\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2202.07922v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2202.07922v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 16 Feb 2022 08:18:02 GMT)<ul><li>\u5927\u898f\u6a21\u751f\u6210\u30e2\u30c7\u30eb\u304b\u3089\u77e5\u8b58\u3092\u5f15\u304d\u51fa\u3057\uff08\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f5c\u6210\u3057\uff09\u305d\u308c\u3088\u308a\u3082\u5c0f\u3055\u306a\u30e2\u30c7\u30eb\u3067\u518d\u73fe\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u8ad6\u6587\u3002Text classi\ufb01cation\u306e\u7d50\u679c\u306f\u826f\u3044\u304cSQuAD\u306a\u3069\u6559\u5e2b\u6709\u308a\u3068\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5dee\u304c\u3042\u308b\u30bf\u30b9\u30af\u3082\u3042\u308b\u3068\u306e\u3053\u3068\u3002<ul><li>\u3053\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u6709\u671b\u3067\u3042\u308b\u3068\u306e\u5831\u544a\u306f\u591a\u3044\u304c\u3001\u4e0a\u8a18\u30ae\u30e3\u30c3\u30d7\u306e\u7406\u7531\u304c\u77e5\u308a\u305f\u3044\u3068\u3053\u308d\u3002<\/li><\/ul><\/li><\/ul><ul><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/jiacheng-ye\/ZeroGen\">GitHub &#8211; jiacheng-ye\/ZeroGen: Code for our paper \u201cZeroGen: Efficient Zero-shot Learning via Dataset Generation\u201d.<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>ZeroGen: Efficient Zero-shot Learning via Dataset Generation\u00a0[28.5]\u67d4\u8edf\u3067\u52b9\u7387\u7684\u306a\u30bc\u30ed\u30b7\u30e7\u30fc\u30c8\u5b66\u7fd2\u624b\u6cd5\u3067\u3042\u308bZeroGen\u306b\u3064\u3044\u3066\u691c\u8a0e\u3059\u308b\u3002 \u30bc\u30ed\u30b7\u30e7\u30c3\u30c8 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1533\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;ZeroGen: \u30c7\u30fc\u30bf\u751f\u6210\u3092\u901a\u3057\u305fZero-shot Learning&#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":[170,456],"class_list":["post-1533","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-gigantic-language-model","tag-zero-shot"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1533","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=1533"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1533\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1533"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1533"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1533"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}