{"id":1171,"date":"2021-12-13T04:00:00","date_gmt":"2021-12-12T19:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1171"},"modified":"2021-12-13T04:00:00","modified_gmt":"2021-12-12T19:00:00","slug":"kearknowledge-external-attention-for-reasoning-%e5%9b%9e%e7%ad%94%e3%81%ab%e5%b8%b8%e8%ad%98%e3%81%8c%e5%bf%85%e8%a6%81%e3%81%aacommonsenseqa%e3%81%a7%e4%ba%ba%e9%96%93%e3%81%ab%e5%8c%b9%e6%95%b5","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1171","title":{"rendered":"KEAR(Knowledge External Attention for Reasoning ): \u56de\u7b54\u306b\u5e38\u8b58\u304c\u5fc5\u8981\u306aCommonsenseQA\u3067\u4eba\u9593\u306b\u5339\u6575"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention\u00a0<\/strong>[66.9]<br>\u672c\u7a3f\u3067\u306f,\u5916\u90e8\u306e\u77e5\u8b58\u3084\u72b6\u6cc1\u306b\u914d\u616e\u3057\u305f\u5916\u90e8\u30a2\u30c6\u30f3\u30b7\u30e7\u30f3\u6a5f\u69cb\u3092\u5099\u3048\u305f\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u5f37\u5316\u3092\u63d0\u6848\u3059\u308b\u3002 \u63d0\u6848\u3057\u305f\u5916\u90e8\u6ce8\u610f\u6a5f\u69cb\u306f,\u65e2\u5b58\u306eAI\u30b7\u30b9\u30c6\u30e0\u306e\u6027\u80fd\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002 \u63d0\u6848\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u306aCommonsenseQA\u7814\u7a76\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u304a\u3044\u3066\u300189.4%\u306e\u7cbe\u5ea6\u3067\u4eba\u9593\u306e88.9%\u306b\u5339\u6575\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2112.03254v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2112.03254v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 6 Dec 2021 18:59:02 GMT)<ul><li>Knowledge Graph\u3001Dictionary\u3001Training Data\u3092\u5916\u90e8\u77e5\u8b58\u3068\u3057\u3066\u6d3b\u7528\u53ef\u80fd\u306a\u69cb\u9020\u3092\u63d0\u6848\u3001CommonsenseQA\u306789.4%\u3068\u4eba\u306e\u7cbe\u5ea6\u306b\u5339\u6575\u3059\u308b\u6027\u80fd\u3092\u9054\u6210\u3002<\/li><li>\u30ea\u30fc\u30c0\u30fc\u30dc\u30fc\u30c9\u306f<a href=\"https:\/\/www.tau-nlp.org\/csqa-leaderboard2\"><a href=\"https:\/\/www.tau-nlp.org\/csqa-leaderboard\">Leaderboard | tau-nlp<\/a><\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention\u00a0[66.9]\u672c\u7a3f\u3067\u306f,\u5916\u90e8\u306e\u77e5\u8b58\u3084\u72b6\u6cc1\u306b\u914d\u616e\u3057\u305f\u5916\u90e8\u30a2\u30c6\u30f3 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1171\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;KEAR(Knowledge External Attention for Reasoning ): \u56de\u7b54\u306b\u5e38\u8b58\u304c\u5fc5\u8981\u306aCommonsenseQA\u3067\u4eba\u9593\u306b\u5339\u6575&#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":[75,322],"class_list":["post-1171","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-commonsense","tag-question-answering"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1171","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=1171"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1171\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1171"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1171"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1171"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}