{"id":2455,"date":"2022-10-18T05:35:00","date_gmt":"2022-10-17T20:35:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2455"},"modified":"2022-10-18T05:35:00","modified_gmt":"2022-10-17T20:35:00","slug":"a-win-win-deal-towards-sparse-and-robust-pre-trained-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2455","title":{"rendered":"A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models\u00a0<\/strong>[53.9]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(PLM)\u306f\u30e1\u30e2\u30ea\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u3068\u8a08\u7b97\u306e\u70b9\u3067\u975e\u52b9\u7387\u3067\u3042\u308b\u3002 PLM\u306f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30d0\u30a4\u30a2\u30b9\u306b\u983c\u308a\u3001\u30a2\u30a6\u30c8\u30fb\u30aa\u30d6\u30fb\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3(OOD)\u30c7\u30fc\u30bf\u3078\u306e\u4e00\u822c\u5316\u306b\u82e6\u616e\u3059\u308b\u50be\u5411\u306b\u3042\u308b\u3002 \u6700\u8fd1\u306e\u7814\u7a76\u3067\u306f\u3001\u9ad8\u5bc6\u5ea6PLM\u306f\u3001\u6027\u80fd\u3092\u640d\u306a\u3046\u3053\u3068\u306a\u304f\u30b9\u30d1\u30fc\u30b9\u30b5\u30d6\u30cd\u30c3\u30c8\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2210.05211v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2210.05211v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 11 Oct 2022 07:26:34 GMT)<ul><li>BERT\u3092\u5bfe\u8c61\u3068\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u30d0\u30a4\u30a2\u30b9\u306b\u5bfe\u3057\u3066\u30b9\u30d1\u30fc\u30b9\u304b\u3064\u30ed\u30d0\u30b9\u30c8\u306a\u30b5\u30d6\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u5b58\u5728\u3059\u308b\u3068\u306e\u5831\u544a\u3002<\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/llyx97\/sparse-and-robust-plm\">llyx97\/sparse-and-robust-PLM: [NeurIPS 2022] &#8220;A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models&#8221;, Yuanxin Liu, Fandong Meng, Zheng Lin, Jiangnan Li, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou (github.com)<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models\u00a0[53.9]\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(PLM)\u306f\u30e1\u30e2\u30ea\u30d5\u30c3\u30c8\u30d7\u30ea\u30f3\u30c8\u3068\u8a08\u7b97\u306e\u70b9\u3067\u975e\u52b9\u7387\u3067 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2455\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models&#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":[214,223],"class_list":["post-2455","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-language-model","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2455","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=2455"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2455\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2455"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2455"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2455"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}