{"id":1645,"date":"2022-03-21T05:00:00","date_gmt":"2022-03-20T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1645"},"modified":"2022-03-21T05:00:00","modified_gmt":"2022-03-20T20:00:00","slug":"elleefficient-lifelong-pre-training-for-emerging-data-%e6%96%b0%e3%81%9f%e3%81%aa%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e7%99%ba%e7%94%9f%e3%82%92%e8%80%83%e6%85%ae%e3%81%97%e3%81%9fplm","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1645","title":{"rendered":"ELLE(Efficient Lifelong Pre-training for Emerging Data): \u65b0\u305f\u306a\u30c7\u30fc\u30bf\u306e\u767a\u751f\u3092\u8003\u616e\u3057\u305fPLM"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>ELLE: Efficient Lifelong Pre-training for Emerging Data\u00a0<\/strong>[91.5]<br>\u73fe\u5728\u306e\u8a13\u7df4\u6e08\u307f\u8a00\u8a9e\u30e2\u30c7\u30eb(PLM)\u306f\u3001\u9759\u7684\u306a\u30c7\u30fc\u30bf\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u308b\u304c\u3001\u73fe\u5b9f\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u3001\u69d8\u3005\u306a\u30bd\u30fc\u30b9\u306e\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30c7\u30fc\u30bf\u304c\u7d99\u7d9a\u7684\u306b\u6210\u9577\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002 \u65b0\u8208\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u52b9\u7387\u7684\u306a\u751f\u6daf\u4e8b\u524d\u5b66\u7fd2\u3092\u76ee\u7684\u3068\u3057\u305fELLE\u3092\u63d0\u6848\u3059\u308b\u3002 ELLE\u306f,(1)\u65e2\u5b58\u306ePLM\u306e\u5e45\u3068\u6df1\u3055\u3092\u67d4\u8edf\u306b\u62e1\u5f35\u3057\u3066\u77e5\u8b58\u7372\u5f97\u306e\u52b9\u7387\u3092\u5411\u4e0a\u3059\u308b\u6a5f\u80fd\u4fdd\u6301\u30e2\u30c7\u30eb\u5c55\u958b\u3068,(2)\u4e8b\u524d\u5b66\u7fd2\u6642\u306b\u5b66\u7fd2\u3057\u305f\u591a\u76ee\u7684\u77e5\u8b58\u3092\u6df7\u4e71\u3055\u305b,\u4e0b\u6d41\u30bf\u30b9\u30af\u306e\u9069\u5207\u306a\u77e5\u8b58\u3092\u523a\u6fc0\u3059\u308b\u4e8b\u524d\u5b66\u7fd2\u30c9\u30e1\u30a4\u30f3\u30d7\u30ed\u30f3\u30d7\u30c8\u304b\u3089\u69cb\u6210\u3055\u308c\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2203.06311v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2203.06311v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sat, 12 Mar 2022 01:53:53 GMT)<ul><li>\u7279\u306b\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u554f\u984c\u3068\u306a\u308b\u65b0\u305f\u306a\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u7d99\u7d9a\u7684\u306a\u5b66\u7fd2\uff08\u3053\u3053\u3067\u306fLifelong learning\uff09\u306b\u95a2\u3059\u308b\u8ad6\u6587\u3002\u8a08\u7b97\u30b3\u30b9\u30c8\u7b49\u3092\u4e0b\u3052\u308b\u52b9\u7387\u7684\u306a\u67a0\u7d44\u307f\u3092\u63d0\u6848\u3002\u65e2\u5b58\u306e\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u5e45\u3084\u6df1\u3055\uff08\u30d1\u30e9\u30e1\u30fc\u30bf\u6570\uff09\u3092\u62e1\u5927\u3059\u308b\u969b\u306b\u52b9\u7387\u5316\u304c\u53ef\u80fd\u3068\u306e\u3053\u3068\u3002<ul><li>\u65b0\u305f\u306a\u30c7\u30fc\u30bf\u3092\u7372\u5f97\u3059\u308b\u305f\u3073\u306b\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u3082\u62e1\u5f35\u3057\u3066\u3044\u304f\u8a2d\u5b9a\u304c\u30ea\u30a2\u30eb\u3002\u3002\u3002<\/li><\/ul><\/li><\/ul><ul><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/thunlp\/ELLE\">GitHub &#8211; thunlp\/ELLE<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>ELLE: Efficient Lifelong Pre-training for Emerging Data\u00a0[91.5]\u73fe\u5728\u306e\u8a13\u7df4\u6e08\u307f\u8a00\u8a9e\u30e2\u30c7\u30eb(PLM)\u306f\u3001\u9759\u7684\u306a\u30c7\u30fc\u30bf\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u308b\u304c\u3001\u73fe\u5b9f\u306e\u30b7\u30ca\u30ea\u30aa\u3067\u306f\u3001\u69d8 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1645\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;ELLE(Efficient Lifelong Pre-training for Emerging Data): \u65b0\u305f\u306a\u30c7\u30fc\u30bf\u306e\u767a\u751f\u3092\u8003\u616e\u3057\u305fPLM&#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":[126,214,219],"class_list":["post-1645","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-emerging-data","tag-language-model","tag-lifelong-learning"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1645","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=1645"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1645\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1645"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1645"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1645"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}