{"id":613,"date":"2021-09-06T17:32:35","date_gmt":"2021-09-06T08:32:35","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=613"},"modified":"2021-09-06T17:32:35","modified_gmt":"2021-09-06T08:32:35","slug":"flanfinetuned-language-net-%e8%87%aa%e7%84%b6%e8%a8%80%e8%aa%9e%e3%81%a7%e5%91%bd%e4%bb%a4%e5%8f%af%e8%83%bd%e3%81%aa%e3%83%a2%e3%83%87%e3%83%ab","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=613","title":{"rendered":"FLAN(Finetuned LAnguage Net):  \u81ea\u7136\u8a00\u8a9e\u3067\u547d\u4ee4\u53ef\u80fd\u306a\u30e2\u30c7\u30eb"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Finetuned Language Models Are Zero-Shot Learners\u00a0<\/strong>[67.7]<br>\u547d\u4ee4\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u76ee\u306b\u898b\u3048\u306a\u3044\u30bf\u30b9\u30af\u306b\u304a\u3051\u308b\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u6027\u80fd\u3092\u5411\u4e0a\u3059\u308b\u3053\u3068\u3092\u793a\u3059\u3002 137B\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4e8b\u524d\u8a13\u7df4\u3057\u305f\u8a00\u8a9e\u30e2\u30c7\u30eb\u3068\u3001\u81ea\u7136\u8a00\u8a9e\u306e\u547d\u4ee4\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u4ecb\u3057\u3066\u8a00\u8a9e\u5316\u3055\u308c\u305f60\u4ee5\u4e0a\u306eNLP\u30bf\u30b9\u30af\u306b\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3059\u308b\u3002 FLAN\u3068\u547c\u3070\u308c\u308b\u3053\u306e\u547d\u4ee4\u8abf\u6574\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u3001\u672a\u77e5\u306e\u30bf\u30b9\u30af\u30bf\u30a4\u30d7\u3067\u8a55\u4fa1\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2109.01652v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2109.01652v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 3 Sep 2021 17:55:52 GMT)<ul><li>\u52b9\u7387\u7684\u306b\u81ea\u7136\u8a00\u8a9e\u3067\u547d\u4ee4\u3092\u8a18\u8f09\u53ef\u80fd\u306a\u4e8b\u524d\u5b66\u7fd2\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3001GPT-\uff13\u306eFew-shot\u3092\u4e0a\u56de\u308b\u6027\u80fd\u3092\u51fa\u3057\u305f\u3068\u306e\u5831\u544a\u300262\u500b\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u309212\u7a2e\u985e\u306e\u30bf\u30b9\u30af\u30af\u30e9\u30b9\u30bf\u306b\u5206\u985e\u3001\u81ea\u7136\u8a00\u8a9e\u3067\u66f8\u304b\u308c\u305f\u547d\u4ee4\u3092\u4f7f\u3044\u30bf\u30b9\u30af\u3092\u8a18\u8ff0\u3059\u308b\u305f\u3081\u306e\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3092\u624b\u52d5\u3067\u4f5c\u6210\u3057\u3066\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u69cb\u7bc9\u3002137B\u30d1\u30e9\u30e1\u30fc\u30bf\u306eTransformer\uff082.81T BPE token\u306eWeb\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u5bfe\u8a71\u30c7\u30fc\u30bf\u3001Wikipedia\u3067\u4e8b\u524d\u5b66\u7fd2\u6e08\u307f\u300110%\u304c\u82f1\u8a9e\u4ee5\u5916\uff09\u3067\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3057\u305f\u3068\u306e\u3053\u3068\u3002\u8aad\u89e3\u30bf\u30b9\u30af\u3067\u306fprompt engneering\u7121\u3057\u3067few-shot\u306eGPT-3\u3092\u4e0a\u56de\u308b\u7d50\u679c\u3092\u51fa\u3057\u3066\u3044\u308b\u3002\u4e00\u65b9\u3067\u7ffb\u8a33\u30bf\u30b9\u30af\u3067\u306ffew-shot\u306eGPT-3\u3092\u4e0b\u56de\u3063\u3066\u3044\u308b\u3088\u3046\u3067\u4e8b\u524d\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u8a00\u8a9e\u306e\u504f\u308a\u306b\u5f71\u97ff\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b\u3002<ul><li>\u81ea\u7136\u8a00\u8a9e\u3067\u6307\u793a\u53ef\u80fd\u3068\u304b\u672a\u6765\u3092\u611f\u3058\u308b\u7d50\u679c\u3001\u305d\u3057\u3066\u898f\u6a21\u304c\u975e\u5e38\u306b\u5927\u304d\u3044\u3002<\/li><\/ul><\/li><\/ul><ul><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/google-research\/flan\">https:\/\/github.com\/google-research\/flan<\/a>\u3068\u306e\u3053\u3068\u3060\u304c\u3001\u73fe\u72b6\u3067\u306f404<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Finetuned Language Models Are Zero-Shot Learners\u00a0[67.7]\u547d\u4ee4\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u76ee\u306b\u898b\u3048\u306a\u3044\u30bf\u30b9\u30af\u306b\u304a\u3051\u308b\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u6027\u80fd\u3092\u5411\u4e0a\u3059\u308b\u3053\u3068\u3092\u793a\u3059\u3002 137B\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u4e8b\u524d &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=613\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;FLAN(Finetuned LAnguage Net):  \u81ea\u7136\u8a00\u8a9e\u3067\u547d\u4ee4\u53ef\u80fd\u306a\u30e2\u30c7\u30eb&#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":[456,567],"class_list":["post-613","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-zero-shot","tag-567"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/613","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=613"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/613\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=613"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=613"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=613"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}