{"id":811,"date":"2021-10-12T05:25:00","date_gmt":"2021-10-11T20:25:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=811"},"modified":"2021-10-12T05:25:00","modified_gmt":"2021-10-11T20:25:00","slug":"qa%e3%81%ab%e3%81%8a%e3%81%91%e3%82%8bgnn%e3%81%ae%e5%bd%b9%e5%89%b2%e3%81%af%e3%82%ab%e3%82%a6%e3%83%b3%e3%82%bf%e3%83%bc%e3%81%a8%e3%81%97%e3%81%a6%e5%8b%95%e4%bd%9c%e3%81%97%e3%81%a6%e3%81%84","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=811","title":{"rendered":"QA\u306b\u304a\u3051\u308bGNN\u306e\u5f79\u5272\u306f\u30ab\u30a6\u30f3\u30bf\u30fc\u3068\u3057\u3066\u52d5\u4f5c\u3057\u3066\u3044\u308b\u306e\u307f\uff1f"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>GNN is a Counter? Revisiting GNN for Question Answering&nbsp;<\/strong>[105.8]<br>State-of-the-art Question Answering (QA)\u30b7\u30b9\u30c6\u30e0\u306f\u901a\u5e38\u3001LM\u306b\u7b26\u53f7\u5316\u3055\u308c\u305f\u77e5\u8b58\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306b\u3001\u8a13\u7df4\u6e08\u307f\u8a00\u8a9e\u30e2\u30c7\u30eb(LM)\u3092\u4f7f\u7528\u3059\u308b\u3002 \u77e5\u8b58\u30b0\u30e9\u30d5(KG)\u306e\u63a8\u8ad6\u3092\u884c\u3046\u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(GNN)\u306b\u57fa\u3065\u304f\u7cbe\u5de7\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30e2\u30b8\u30e5\u30fc\u30eb \u6211\u3005\u306e\u7814\u7a76\u306f\u3001\u65e2\u5b58\u306e\u77e5\u8b58\u3092\u610f\u8b58\u3057\u305fGNN\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u30ab\u30a6\u30f3\u30c8\u306a\u3069\u306e\u5358\u7d14\u306a\u7406\u7531\u306e\u307f\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3092\u660e\u3089\u304b\u306b\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2110.03192v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2110.03192v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 7 Oct 2021 05:44:52 GMT)<ul><li>QA\u30bf\u30b9\u30af\u306e\u9ad8\u7cbe\u5ea6\u5316\u3067\u306fGraph Neural Network\u304c\u4f7f\u308f\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u3002Graph Soft Counter (GSC)\u3068\u3044\u3046Edge encoder\u3068\u30b9\u30b3\u30a2\u3092\u5408\u7b97\u30ec\u30a4\u30e4\u30fc\u306e\u307f\u3092\u6301\u3064\u30b7\u30f3\u30d7\u30eb\u306a\u69cb\u9020\u3067\u65e2\u5b58\u306e\u8907\u96d1\u306aGNN\u3088\u308a\u826f\u3044\u6027\u80fd\u3092\u9054\u6210\u3067\u304d\u305f\u3068\u306e\u3053\u3068\u3002\u30e2\u30c7\u30eb\u30b5\u30a4\u30ba\u306f\u308f\u305a\u304b3K\u3068\u9a5a\u304d\u306e\u7d50\u679c\u3002<\/li><\/ul><\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>GNN is a Counter? Revisiting GNN for Question Answering&nbsp;[105.8]State-of-the-art Question Answering (QA)\u30b7\u30b9 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=811\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;QA\u306b\u304a\u3051\u308bGNN\u306e\u5f79\u5272\u306f\u30ab\u30a6\u30f3\u30bf\u30fc\u3068\u3057\u3066\u52d5\u4f5c\u3057\u3066\u3044\u308b\u306e\u307f\uff1f&#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":[178,322],"class_list":["post-811","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-graph-neural-networks","tag-question-answering"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/811","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=811"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/811\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=811"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=811"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=811"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}