{"id":909,"date":"2021-10-25T06:00:00","date_gmt":"2021-10-24T21:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=909"},"modified":"2021-10-25T06:00:00","modified_gmt":"2021-10-24T21:00:00","slug":"nlp%e3%81%ae%e6%b7%b1%e5%b1%a4%e5%ad%a6%e7%bf%92%e3%83%a2%e3%83%87%e3%83%ab%e3%81%ab%e5%af%be%e3%81%99%e3%82%8b%e8%a7%a3%e9%87%88%e3%81%ae%e3%82%b5%e3%83%bc%e3%83%99%e3%82%a4","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=909","title":{"rendered":"NLP\u306e\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u5bfe\u3059\u308b\u89e3\u91c8\u306e\u30b5\u30fc\u30d9\u30a4"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Interpreting Deep Learning Models in Natural Language Processing: A Review\u00a0<\/strong>[33.8]<br>\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u306b\u5bfe\u3059\u308b\u9577\u5e74\u306b\u308f\u305f\u308b\u6279\u5224\u306f\u3001\u89e3\u91c8\u53ef\u80fd\u6027\u306e\u6b20\u5982\u3067\u3042\u308b\u3002 \u672c\u7814\u7a76\u3067\u306f,NLP\u306b\u304a\u3051\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30e2\u30c7\u30eb\u306b\u5bfe\u3059\u308b\u69d8\u3005\u306a\u89e3\u91c8\u624b\u6cd5\u306b\u3064\u3044\u3066\u6982\u8aac\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2110.10470v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2110.10470v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 20 Oct 2021 10:17:04 GMT)<ul><li>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406\u306e\u30e2\u30c7\u30eb\u306b\u5bfe\u3059\u308b\u8aac\u660e\u65b9\u6cd5\u306e\u30b5\u30fc\u30d9\u30a4\u3002\u300cTraining-based: \u4e88\u6e2c\u6642\u306b\u5f71\u97ff\u304c\u5f37\u3044\u5b66\u7fd2\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u306e\u8b58\u5225\u300d\u300cTest-based: \u30c6\u30b9\u30c8\u30c7\u30fc\u30bf\u306e\u3069\u3053\u304c\u4e88\u6e2c\u5024\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u3066\u3044\u308b\u304b\u8b58\u5225\u300d\u3084\u300cjoint: \u5b66\u7fd2\u6642\u306b\u89e3\u91c8\u6027\u3092\u4e21\u7acb\u3055\u305b\u308b\u300d\u300cpost-hoc:\u5b66\u7fd2\u3057\u305f\u30e2\u30c7\u30eb\u306b\u5bfe\u3057\u3066\u5225\u9014\u89e3\u91c8\u6027\u3092\u4ed8\u4e0e\u3059\u308b \u300d\u3068\u3044\u3063\u305f\u89b3\u70b9\u3067\u8aac\u660e\u624b\u6cd5\u3092\u5206\u985e\u3057\u3066\u304a\u308a\u5206\u304b\u308a\u3084\u3059\u3044\u3002<\/li><li>\u300cIs attention interpretable?\u300d\u3068\u3044\u3046\u554f\u3044\u3068\u4e0d\u660e\u77ad\u3067\u3042\u308b\u3068\u3044\u3046\u8a18\u8f09\u306f\u540c\u611f\u3067\u3001\u79c1\u500b\u4eba\u3068\u3057\u3066\u306fAttention\u3092\u3082\u3063\u3066interpretable\u3068\u547c\u3076\u306b\u306f\u9055\u548c\u611f\u304c\u3042\u308b\u3002\u89e3\u91c8\u6027\u306e\u6587\u8108\u3067Attention\u306e\u6709\u7528\u6027\u306b\u5bfe\u3059\u308b\u53cd\u8ad6\u3001\u305d\u308c\u306b\u5bfe\u3059\u308b\u518d\u53cd\u8ad6\u306a\u3069\u306e\u3084\u308a\u53d6\u308a\u306f\u975e\u5e38\u306b\u53c2\u8003\u306b\u306a\u308b\u3002<\/li><\/ul><\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Interpreting Deep Learning Models in Natural Language Processing: A Review\u00a0[33.8]\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30e2\u30c7\u30eb\u306b\u5bfe\u3059\u308b\u9577\u5e74\u306b\u308f\u305f\u308b\u6279\u5224\u306f\u3001\u89e3 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=909\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;NLP\u306e\u6df1\u5c64\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u5bfe\u3059\u308b\u89e3\u91c8\u306e\u30b5\u30fc\u30d9\u30a4&#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":[387,452,634],"class_list":["post-909","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-survey","tag-xai","tag-634"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/909","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=909"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/909\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=909"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=909"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=909"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}