{"id":1436,"date":"2022-01-31T20:00:00","date_gmt":"2022-01-31T11:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1436"},"modified":"2022-01-31T20:00:00","modified_gmt":"2022-01-31T11:00:00","slug":"attention%e3%81%af%e8%aa%ac%e6%98%8e%e3%81%a8%e3%81%97%e3%81%a6%e4%bd%bf%e7%94%a8%e3%81%a7%e3%81%8d%e3%81%aa%e3%81%84","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1436","title":{"rendered":"Attention\u306f\u8aac\u660e\u306b\u4f7f\u7528\u3067\u304d\u306a\u3044"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Attention cannot be an Explanation&nbsp;<\/strong>[99.4]<br>\u79c1\u305f\u3061\u306f\u3001\u4eba\u9593\u306e\u4fe1\u983c\u3068\u4fe1\u983c\u3092\u9ad8\u3081\u308b\u4e0a\u3067\u3001\u6ce8\u610f\u306b\u57fa\u3065\u304f\u8aac\u660e\u304c\u3069\u306e\u7a0b\u5ea6\u52b9\u679c\u7684\u304b\u5c0b\u306d\u308b\u3002 \u6211\u3005\u306f,\u6ce8\u610f\u306b\u57fa\u3065\u304f\u8aac\u660e\u304c\u9069\u3057\u3066\u3044\u308b\u7a0b\u5ea6\u3092\u8cea\u7684\u304b\u3064\u5b9a\u91cf\u7684\u306b\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u5e83\u7bc4\u56f2\u306a\u4eba\u9593\u5b9f\u9a13\u3092\u884c\u3063\u305f\u3002 \u5b9f\u9a13\u306e\u7d50\u679c,\u6ce8\u610f\u306f\u8aac\u660e\u3068\u3057\u3066\u5229\u7528\u3067\u304d\u306a\u3044\u3053\u3068\u304c\u660e\u3089\u304b\u3068\u306a\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2201.11194v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2201.11194v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper\/translated\/2201.11194.pdf.html\">\u53c2\u8003\u8a33\uff08\u5168\u6587\uff09<\/a>&nbsp;&nbsp;(Wed, 26 Jan 2022 21:34:05 GMT)<ul><li>\u4eba\u9593\u306e\u8a55\u4fa1\u7d50\u679c\u3092\u3082\u3068\u306bAttention\uff08\u30e2\u30c7\u30eb\u304c\u6ce8\u8996\u3057\u3066\u3044\u308b\u90e8\u5206\u306e\u8868\u793a\u306b\u3088\u3063\u3066\u8aac\u660e\u3057\u3088\u3046\u3059\u308b\u30bf\u30a4\u30d7\u306e\u624b\u6cd5\uff09\u306f\u8aac\u660e\u306b\u4f7f\u7528\u3067\u304d\u306a\u3044\u3068\u7d50\u8ad6\u3057\u305f\u8ad6\u6587\u3002\u69d8\u3005\u306a\u7acb\u5834\u304c\u3042\u308a\u3046\u308b\u304c\u4e00\u3064\u306e\u7d50\u679c\u3068\u3057\u3066\u6ce8\u610f\u3059\u3079\u304d\u3068\u601d\u3046\u3002<ul><li>\u898b\u308b\u4eba\u306e\u5c5e\u6027\u306b\u3082\u3088\u308b\u6c17\u306f\u3057\u3064\u3064\u3001\u500b\u4eba\u7684\u306b\u3082Attention\u304c\u8aac\u660e\u304b\u3068\u3044\u3046\u3068\u304b\u306a\u308a\u61d0\u7591\u7684<\/li><li><a href=\"https:\/\/ai.googleblog.com\/2022\/01\/introducing-stylex-new-approach-for.html\">Google AI Blog: Introducing StylEx: A New Approach for Visual Explanation of Classifiers (googleblog.com)<\/a> \u304f\u3089\u3044\u5909\u5316\u304c\u898b\u3048\u308b\u5fc5\u8981\u304c\u3042\u308a\u305d\u3046\u3002<\/li><\/ul><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Attention cannot be an Explanation&nbsp;[99.4]\u79c1\u305f\u3061\u306f\u3001\u4eba\u9593\u306e\u4fe1\u983c\u3068\u4fe1\u983c\u3092\u9ad8\u3081\u308b\u4e0a\u3067\u3001\u6ce8\u610f\u306b\u57fa\u3065\u304f\u8aac\u660e\u304c\u3069\u306e\u7a0b\u5ea6\u52b9\u679c\u7684\u304b\u5c0b\u306d\u308b\u3002 \u6211\u3005\u306f,\u6ce8\u610f\u306b\u57fa\u3065\u304f\u8aac\u660e\u304c\u9069\u3057\u3066\u3044\u308b\u7a0b\u5ea6\u3092\u8cea &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1436\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Attention\u306f\u8aac\u660e\u306b\u4f7f\u7528\u3067\u304d\u306a\u3044&#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":[33,452],"class_list":["post-1436","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-attention","tag-xai"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1436","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=1436"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1436\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1436"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1436"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1436"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}