{"id":1738,"date":"2022-04-14T05:00:00","date_gmt":"2022-04-13T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1738"},"modified":"2022-04-14T05:00:00","modified_gmt":"2022-04-13T20:00:00","slug":"perfect-prompt-free-and-efficient-paradigm-for-few-shot-cloze-based-fine-tuning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1738","title":{"rendered":"PERFECT: Prompt-free and Efficient paRadigm for FEw-shot Cloze-based fine-Tuning"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models\u00a0<\/strong>[67.4]<br>PERFECT\u306f\u3001\u624b\u5de5\u82b8\u306b\u983c\u3089\u305a\u306b\u6570\u767a\u306ePLM\u3092\u5fae\u8abf\u6574\u3059\u308b\u305f\u3081\u306e\u30b7\u30f3\u30d7\u30eb\u3067\u52b9\u7387\u7684\u306a\u65b9\u6cd5\u3067\u3042\u308b\u3002 \u305d\u3053\u3067\u672c\u7814\u7a76\u3067\u306f,\u624b\u4f5c\u696d\u306b\u3088\u308b\u30bf\u30b9\u30af\u30d7\u30ed\u30f3\u30d7\u30c8\u3092,\u30b5\u30f3\u30d7\u30eb\u52b9\u7387\u306e\u826f\u3044\u5fae\u8abf\u6574\u304c\u53ef\u80fd\u306a\u30bf\u30b9\u30af\u56fa\u6709\u30a2\u30c0\u30d7\u30bf\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u3002 \u5e45\u5e83\u3044\u6570\u767a\u306eNLP\u30bf\u30b9\u30af\u306e\u5b9f\u9a13\u3067\u306f\u3001PERFECT\u306f\u30b7\u30f3\u30d7\u30eb\u3067\u52b9\u7387\u7684\u3067\u3042\u308a\u306a\u304c\u3089\u3001\u65e2\u5b58\u306e\u6700\u5148\u7aef\u306e\u6570\u767a\u306e\u5b66\u7fd2\u65b9\u6cd5\u3088\u308a\u3082\u512a\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2204.01172v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2204.01172v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper\/translated\/2204.01172.pdf.html\">\u53c2\u8003\u8a33\uff08\u5168\u6587\uff09<\/a>\u00a0\u00a0(Sun, 3 Apr 2022 22:31:25 GMT)<ul><li>\u624b\u4f5c\u696d\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u4f5c\u6210\u3092\u6392\u9664\u3059\u308b\u305f\u3081\u3001\u30bf\u30b9\u30af\u3092\u8868\u3059Adaptor\u5c64\u3092\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u53ef\u80fd\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3002\u624b\u4f5c\u696d\u7121\u3057\u3067\u512a\u308c\u305f\u6027\u80fd\u3092\u9054\u6210\u3068\u306e\u3053\u3068\u3002<\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/rabeehk\/perfect\">GitHub &#8211; rabeehk\/perfect<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models\u00a0[67.4]PERFECT\u306f\u3001\u624b\u5de5\u82b8\u306b\u983c\u3089\u305a\u306b\u6570\u767a\u306ePLM\u3092\u5fae\u8abf\u6574\u3059\u308b\u305f &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1738\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;PERFECT: Prompt-free and Efficient paRadigm for FEw-shot Cloze-based fine-Tuning&#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":[313,567,634],"class_list":["post-1738","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-prompt","tag-567","tag-634"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1738","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=1738"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1738\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1738"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1738"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1738"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}