{"id":1494,"date":"2022-02-14T05:00:00","date_gmt":"2022-02-13T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1494"},"modified":"2022-02-14T05:00:00","modified_gmt":"2022-02-13T20:00:00","slug":"%e8%a8%80%e8%aa%9e%e3%83%a2%e3%83%87%e3%83%ab%e3%81%8b%e3%82%89%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e7%94%9f%e6%88%90","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1494","title":{"rendered":"SuperGen: \u8a00\u8a9e\u30e2\u30c7\u30eb\u304b\u3089\u306e\u30c7\u30fc\u30bf\u751f\u6210"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Generating Training Data with Language Models: Towards Zero-Shot Language Understanding&nbsp;<\/strong>[35.9]<br>\u4e8b\u524d\u8a13\u7df4\u3055\u308c\u305f\u8a00\u8a9e\u30e2\u30c7\u30eb(PLM)\u306f\u3001\u69d8\u3005\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u30bf\u30b9\u30af\u306b\u304a\u3044\u3066\u9855\u8457\u306a\u6027\u80fd\u3092\u793a\u3057\u305f\u3002 NLU\u30bf\u30b9\u30af\u306e\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u5b66\u7fd2\u306b\u4e21\u30bf\u30a4\u30d7\u306ePLM\u3092\u7528\u3044\u308b\u7c21\u5358\u306a\u624b\u6cd5\u3092\u63d0\u6848\u3059\u308b\u3002 \u63d0\u6848\u624b\u6cd5\u306f,GLUE\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e7\u3064\u306e\u5206\u985e\u30bf\u30b9\u30af\u306b\u5bfe\u3057\u3066\u9ad8\u3044\u6027\u80fd\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2202.04538v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2202.04538v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Wed, 9 Feb 2022 16:02:18 GMT)<ul><li>GPT\u7cfb\u306ePLM\u3092\u30c7\u30fc\u30bf\u751f\u6210\u306b\u7528\u3044\u3001\u53cc\u65b9\u5411\u306aBERT\u7cfbPLM\u3092fine tuning\u3059\u308b\u3053\u3068\u3067\u512a\u308c\u305f\u6027\u80fd\uff08Few(32)-shot\u3092\u4e0a\u56de\u308b\u6027\u80fd\uff09\u3092\u9054\u6210\u3068\u306e\u3053\u3068\u3002\u30c7\u30fc\u30bf\u751f\u6210\u6642\u306e\u78ba\u7387\u3092\u4f7f\u7528\u3057\u305f\u30d5\u30a3\u30eb\u30bf\u30ea\u30f3\u30b0\u3001\u30e9\u30d9\u30eb\u30b9\u30e0\u30fc\u30b8\u30f3\u30b0\u30fb\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u7b49\u304c\u9ad8\u7cbe\u5ea6\u306a\u7d50\u679c\u306b\u5bc4\u4e0e\u3057\u3066\u3044\u308b\u3068\u306e\u3053\u3068\u3002<ul><li>\u30a2\u30d7\u30ed\u30fc\u30c1\u3068\u3057\u3066\u306f<a href=\"https:\/\/devneko.jp\/wordpress\/?p=821\">GPT-3\u3092\u7528\u3044\u305f\u6559\u5e2b\u7121\u3057\u306e\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33 \u2013 arXiv\u6700\u65b0\u8ad6\u6587\u306e\u7d39\u4ecb (devneko.jp)<\/a>\u306b\u8fd1\u3044\u304c\u3001\u751f\u6210\u30e2\u30c7\u30eb\u306e\u60c5\u5831\u3092\u3088\u308a\u6d3b\u7528\u3057\u3066\u3044\u308b\u5370\u8c61<\/li><\/ul><\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/yumeng5\/supergen\">GitHub &#8211; yumeng5\/SuperGen: Generating Training Data with Language Models: Towards Zero-Shot Language Understanding<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Generating Training Data with Language Models: Towards Zero-Shot Language Understanding&nbsp;[35.9]\u4e8b\u524d\u8a13\u7df4\u3055\u308c\u305f\u8a00\u8a9e\u30e2\u30c7 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1494\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;SuperGen: \u8a00\u8a9e\u30e2\u30c7\u30eb\u304b\u3089\u306e\u30c7\u30fc\u30bf\u751f\u6210&#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-1494","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\/1494","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=1494"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1494\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1494"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1494"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1494"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}