{"id":432,"date":"2021-07-23T05:00:00","date_gmt":"2021-07-22T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=432"},"modified":"2021-07-23T05:00:00","modified_gmt":"2021-07-22T20:00:00","slug":"%e3%83%87%e3%83%bc%e3%82%bf%e5%89%8a%e6%b8%9b%e3%81%ab%e9%96%a2%e3%81%99%e3%82%8b%e5%a0%b1%e5%91%8a","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=432","title":{"rendered":"\u30c7\u30fc\u30bf\u524a\u6e1b\u306b\u95a2\u3059\u308b\u8ad6\u6587"},"content":{"rendered":"\n<p>\u30c7\u30fc\u30bf\u524a\u6e1b\uff08\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u304b\u5426\u304b\u306e\u4ed5\u5206\u3051\u3084\u3082\u3063\u3068\u5358\u7d14\u306b\u91cd\u8907\u6392\u9664\uff09\u306e\u52b9\u679c\u306b\u95a2\u9023\u3059\u308b\u8ad6\u6587\u304c\u3044\u304f\u3064\u304b\u51fa\u3066\u3044\u308b\u3002\u300c<a href=\"https:\/\/staka.jp\/wordpress\/?p=571\">\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u30e2\u30c7\u30eb\u3068\u5bfe\u8a33\u30c7\u30fc\u30bf\u306e\u54c1\u8cea<\/a>\u300d\u306b\u3082\u95a2\u9023\u3059\u308b\u304c\u3001\u4e0d\u8981\u3063\u307d\u3044\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u591a\u3044\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Distribution of Classification Margins: Are All Data Equal?\u00a0<\/strong>[61.2]<br>\u6700\u8fd1\u306e\u7406\u8ad6\u7684\u7d50\u679c\u306f\u3001\u6307\u6570\u640d\u5931\u95a2\u6570\u306e\u4e0b\u3067\u306e\u30c7\u30a3\u30fc\u30d7\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u52fe\u914d\u964d\u4e0b\u304c\u5c40\u6240\u7684\u306b\u5206\u985e\u30de\u30fc\u30b8\u30f3\u3092\u6700\u5927\u5316\u3059\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u304a\u308a\u3001\u3053\u308c\u306f\u30de\u30fc\u30b8\u30f3\u5236\u7d04\u306e\u4e0b\u3067\u91cd\u307f\u884c\u5217\u306e\u30ce\u30eb\u30e0\u3092\u6700\u5c0f\u5316\u3059\u308b\u306e\u3068\u540c\u5024\u3067\u3042\u308b\u3002  \u6211\u3005\u306f\u7406\u8ad6\u7684\u306b\u52d5\u6a5f\u4ed8\u3051\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\u4e0a\u306e\u30de\u30fc\u30b8\u30f3\u5206\u5e03\u306e\u66f2\u7dda\u306e\u4e0b\u306e\u9818\u57df\u304c\u5b9f\u969b\u306f\u4e00\u822c\u5316\u306e\u3088\u3044\u5c3a\u5ea6\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3059\u3002 \u6b21\u306b\u3001\u30c7\u30fc\u30bf\u5206\u96e2\u304c\u9054\u6210\u3055\u308c\u308c\u3070\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u8457\u3057\u304f\u640d\u306a\u3046\u3053\u3068\u306a\u304f\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30bb\u30c3\u30c8\u309299%\u4ee5\u4e0a\u52d5\u7684\u306b\u524a\u6e1b\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3059\u3002 \u8208\u5473\u6df1\u3044\u3053\u3068\u306b\u3001\u5f97\u3089\u308c\u305f&#8221;\u9ad8\u5bb9\u91cf&#8221;\u7279\u5fb4\u306e\u30b5\u30d6\u30bb\u30c3\u30c8\u306f\u3001\u7570\u306a\u308b\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u5b9f\u884c\u9593\u3067\u4e00\u8cab\u6027\u304c\u306a\u3044\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2107.10199v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2107.10199v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper\/translated\/2107.10199.pdf.html\">\u53c2\u8003\u8a33\uff08\u5168\u6587\uff09<\/a>\u00a0\u00a0(Wed, 21 Jul 2021 16:41:57 GMT)<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Deep Learning on a Data Diet: Finding Important Examples Early in Training&nbsp;<\/strong>[38.8]<br>\u500b\u5225\u5b66\u7fd2\u4f8b\u306e\u521d\u671f\u640d\u5931\u52fe\u914d\u57fa\u6e96\u306f\u3001\u4e00\u822c\u5316\u306b\u91cd\u8981\u306a\u8a13\u7df4\u30c7\u30fc\u30bf\u306e\u5c0f\u3055\u306a\u96c6\u5408\u3092\u7279\u5b9a\u3059\u308b\u306e\u306b\u6709\u52b9\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3059\u3002 \u672c\u7814\u7a76\u3067\u306f,\u8a13\u7df4\u306e\u65e9\u3044\u6bb5\u968e\u3067\u30ed\u30fc\u30ab\u30eb\u60c5\u5831\u306e\u307f\u3092\u4f7f\u7528\u3059\u308b\u30c7\u30fc\u30bf\u89e3\u6790\u624b\u6cd5\u3092\u63d0\u6848\u3057,\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u4e2d\u306b\u5fd8\u308c\u3089\u308c\u308b\u3053\u3068\u304c\u307b\u3068\u3093\u3069\u306a\u3044\u4f8b\u3092\u6368\u3066\u308b\u3053\u3068\u3067,\u30c7\u30fc\u30bf\u3092\u5275\u51fa\u3059\u308b\u6700\u8fd1\u306e\u7814\u7a76\u306b\u63a5\u7d9a\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2107.07075v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2107.07075v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper\/translated\/2107.07075.pdf.html\">\u53c2\u8003\u8a33\uff08\u5168\u6587\uff09<\/a>&nbsp;&nbsp;(Thu, 15 Jul 2021 02:12:20 GMT)<\/li><\/ul>\n\n\n\n<ul class=\"wp-block-list\"><li><strong>Deduplicating Training Data Makes Language Models Better\u00a0<\/strong>[50.2]<br>\u65e2\u5b58\u306e\u8a00\u8a9e\u30e2\u30c7\u30ea\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f\u3001\u591a\u304f\u306e\u307b\u307c\u91cd\u8907\u3057\u305f\u4f8b\u3068\u9577\u3044\u53cd\u5fa9\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3002 \u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3055\u308c\u305f\u8a00\u8a9e\u30e2\u30c7\u30eb\u306e\u30d7\u30ed\u30f3\u30d7\u30c8\u306a\u3057\u306e\u51fa\u529b\u306e1%\u4ee5\u4e0a\u304c\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u304b\u3089\u30b3\u30d4\u30fc\u3055\u308c\u3066\u3044\u308b\u3002 \u91cd\u8907\u6392\u9664\u306b\u3088\u308a\u8a18\u61b6\u3057\u305f\u30c6\u30ad\u30b9\u30c8\u306e\u51fa\u529b\u304c10\u5206\u306e1\u4ee5\u4e0b\u306b\u306a\u308a\u3001\u540c\u69d8\u306e\u7cbe\u5ea6\u3092\u5c11\u306a\u3044\u30b9\u30c6\u30c3\u30d7\u3067\u9054\u6210\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2107.06499v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2107.06499v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 14 Jul 2021 06:06:52 GMT)<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u30c7\u30fc\u30bf\u524a\u6e1b\uff08\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u304b\u5426\u304b\u306e\u4ed5\u5206\u3051\u3084\u3082\u3063\u3068\u5358\u7d14\u306b\u91cd\u8907\u6392\u9664\uff09\u306e\u52b9\u679c\u306b\u95a2\u9023\u3059\u308b\u8ad6\u6587\u304c\u3044\u304f\u3064\u304b\u51fa\u3066\u3044\u308b\u3002\u300c\u30cb\u30e5\u30fc\u30e9\u30eb\u6a5f\u68b0\u7ffb\u8a33\u30e2\u30c7\u30eb\u3068\u5bfe\u8a33\u30c7\u30fc\u30bf\u306e\u54c1\u8cea\u300d\u306b\u3082\u95a2\u9023\u3059\u308b\u304c\u3001\u4e0d\u8981\u3063\u307d\u3044\u30c7\u30fc\u30bf\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306f\u591a\u3044\u3002 Di &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=432\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u30c7\u30fc\u30bf\u524a\u6e1b\u306b\u95a2\u3059\u308b\u8ad6\u6587&#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":[93,105,493],"class_list":["post-432","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-data-diet","tag-deduplicating","tag-493"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/432","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=432"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/432\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=432"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=432"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=432"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}