{"id":592,"date":"2021-09-01T09:02:55","date_gmt":"2021-09-01T00:02:55","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=592"},"modified":"2021-09-01T09:02:55","modified_gmt":"2021-09-01T00:02:55","slug":"dartdifferentiable-prompt-%e8%a8%80%e8%aa%9e%e3%83%a2%e3%83%87%e3%83%ab%e3%82%92%e5%8a%b9%e7%8e%87%e7%9a%84%e3%81%ab%e6%8b%a1%e5%bc%b5%e3%81%99%e3%82%8b%e3%82%a2%e3%83%97%e3%83%ad%e3%83%bc","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=592","title":{"rendered":"DART(DifferentiAble pRompT ): \u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u52b9\u7387\u7684\u306b\u62e1\u5f35\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners\u00a0<\/strong>[23.2]<br>\u672c\u7814\u7a76\u306f,differiAble pRompT (DART) \u3068\u3044\u3046\u65b0\u898f\u3067\u52b9\u7387\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u6848\u3059\u308b\u3002 \u5c0f\u3055\u306a\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u3001\u30d7\u30ed\u30f3\u30d7\u30c8\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306a\u3057\u3067\u3001\u3088\u308a\u512a\u308c\u305ffew-shot\u306e\u5b66\u7fd2\u8005\u306b\u5909\u63db\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u6a19\u6e96NLP\u30bf\u30b9\u30af\u306e\u5305\u62ec\u7684\u306a\u8a55\u4fa1\u306f\u3001\u63d0\u6848\u624b\u6cd5\u304c\u3088\u308a\u512a\u308c\u305fFew\u30b7\u30e7\u30c3\u30c8\u6027\u80fd\u3092\u5b9f\u73fe\u3059\u308b\u3053\u3068\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2108.13161v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2108.13161v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 30 Aug 2021 12:29:25 GMT)<ul><li>\u8a00\u8a9e\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066fine-tuning\u3067\u306f\u306a\u304ffew-shot\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u53d6\u308a\u5165\u308c\u3089\u308c\u308b\u3088\u3046\u306b\u3057\u3066\u826f\u3044\u6027\u80fd\u3092\u51fa\u3057\u305f\u3068\u306e\u5831\u544a\u3002\uff08\u30d7\u30ed\u30f3\u30d7\u30c8\u306e\uff09\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8Token\u3068\u30e9\u30d9\u30ebToken\u76f8\u5f53\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u9023\u7d9a\u7a7a\u9593\u3067\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u304c\u7279\u5fb4\u3068\u306e\u3053\u3068\u3002\u5165\u529b\u5074\u3092\u9023\u7d9a\u7a7a\u9593\u3067\u6700\u9069\u5316\u3057\u3066\u826f\u3044\u30d7\u30ed\u30f3\u30d7\u30c8\uff08\u76f8\u5f53\u306e\u5165\u529b\uff09\u3092\u63a2\u308b\u30a2\u30d7\u30ed\u30fc\u30c1\uff08\u3068\u601d\u308f\u308c\u308b\uff09\u3002\u300cthe pseudo tokens in the prompt template must be co-dependent with each other\u300d\u3068\u3042\u308b\u901a\u308a\u5358\u7d14\u306b\u3084\u3063\u3066\u3082\u3046\u307e\u304f\u3044\u304b\u306a\u3055\u305d\u3046\u306a\u6c17\u304c\u3059\u308b\u304c\u3001\u63d0\u6848\u3055\u308c\u3066\u3044\u308bTraining Objectives\u304c\u826f\u304f\u6a5f\u80fd\u3057\u3066\u3044\u308b\u3088\u3046\u3002<\/li><li><a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2103.10385v1\">GPT Understands, Too<\/a> \u3067\u63d0\u6848\u3055\u308c\u305fP-tuning\u3068\u4f3c\u3066\u3044\u308b\u304c\u3001\u3053\u3061\u3089\u306f\u5916\u90e8\u30e2\u30c7\u30eb\uff08P-tuning\u306e\u5834\u5408\u306fLSTM\uff09\u304c\u4e0d\u8981\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners\u00a0[23.2]\u672c\u7814\u7a76\u306f,differiAble pRompT &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=592\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;DART(DifferentiAble pRompT ): \u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u52b9\u7387\u7684\u306b\u62e1\u5f35\u3059\u308b\u30a2\u30d7\u30ed\u30fc\u30c1&#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":[146,313,541],"class_list":["post-592","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-fewshot","tag-prompt","tag-541"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/592","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=592"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/592\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=592"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=592"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=592"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}