{"id":514,"date":"2021-08-13T05:00:00","date_gmt":"2021-08-12T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=514"},"modified":"2021-08-13T05:00:00","modified_gmt":"2021-08-12T20:00:00","slug":"%e6%91%82%e5%8b%95%e5%85%a5%e5%8a%9b%e3%81%ab%e3%82%88%e3%82%8bnlp%e3%83%a2%e3%83%87%e3%83%ab%e8%a7%a3%e9%87%88%e3%81%b8%e3%81%ae%e5%bd%b1%e9%9f%bf","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=514","title":{"rendered":"\u6442\u52d5\u5165\u529b\u306b\u3088\u308bNLP\u30e2\u30c7\u30eb\u89e3\u91c8\u3078\u306e\u5f71\u97ff"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing\u00a0<\/strong>[18.9]<br>\u89e3\u91c8\u53ef\u80fd\u6027\u306e\u624b\u6cd5\u306f\u3001\u533b\u7642\u3084\u91d1\u878d\u306a\u3069\u306e\u9ad8\u3044\u5206\u91ce\u306b\u304a\u3051\u308b\u4fe1\u983c\u3067\u304d\u308bNLP\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3068\u3063\u3066\u5805\u7262\u3067\u3042\u308b\u5fc5\u8981\u304c\u3042\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u5165\u529b\u30c6\u30ad\u30b9\u30c8\u4e0a\u3067\u5358\u7d14\u306a\u5358\u8a9e\u6442\u52d5\u3092\u884c\u3046\u3053\u3068\u3067,\u89e3\u91c8\u304c\u3069\u306e\u3088\u3046\u306b\u64cd\u4f5c\u3067\u304d\u308b\u304b\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2108.04990v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2108.04990v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 11 Aug 2021 02:07:21 GMT)<ul><li>\u5358\u8a9e\u3092\u30b9\u30ef\u30c3\u30d7\u3059\u308b\u3053\u3068\u306b\u3088\u3063\u3066LIME\u3084INTEGRATED GRADIENT\u306e\u89e3\u91c8\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u304b\u3092\u691c\u8a3c\u3057\u305f\u8ad6\u6587\u3002\u89e3\u91c8\u6027\u3078\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u304c\u53ef\u80fd\u3068\u306e\u3053\u3068\u3002<\/li><li>\u300cthere has been little analysis of the reliability and robustness of the explanation techniques\u300d\u3068\u3044\u3046\u6307\u6458\u306f\u91cd\u8981\u3002<\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing\u00a0[18.9]\u89e3\u91c8\u53ef\u80fd\u6027\u306e\u624b\u6cd5\u306f\u3001\u533b\u7642\u3084\u91d1\u878d\u306a\u3069\u306e\u9ad8\u3044\u5206\u91ce &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=514\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;\u6442\u52d5\u5165\u529b\u306b\u3088\u308bNLP\u30e2\u30c7\u30eb\u89e3\u91c8\u3078\u306e\u5f71\u97ff&#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":[205,221,278,452],"class_list":["post-514","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-integrated-gradient","tag-lime","tag-nlp","tag-xai"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/514","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=514"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/514\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=514"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=514"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=514"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}