{"id":1355,"date":"2022-01-26T04:15:00","date_gmt":"2022-01-25T19:15:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=1355"},"modified":"2022-01-26T04:15:00","modified_gmt":"2022-01-25T19:15:00","slug":"natural-language-centric-outside-knowledge-visual-question-answering","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=1355","title":{"rendered":"Natural Language-Centric Outside-Knowledge Visual Question Answering\u306b\u5bfe\u3059\u308bTransform-Retrieve-Generate framework (TRiG)"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering&nbsp;<\/strong>[47.1]<br>\u753b\u50cf\u3092\u30d7\u30ec\u30fc\u30f3\u30c6\u30ad\u30b9\u30c8\u306b\u5909\u63db\u3059\u308bOK-VQA\u30bf\u30b9\u30af\u306e\u30d1\u30e9\u30c0\u30a4\u30e0\u30b7\u30d5\u30c8\u3092\u6c42\u3081\u308b\u3002 Transform-Retrieve-Generate(TR iG)\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u63d0\u6848\u3055\u308c\u3066\u3044\u308b\u3002 \u5b9f\u9a13\u306e\u7d50\u679c\u3001\u6211\u3005\u306eTRiG\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306f\u3001\u6700\u5148\u7aef\u306e\u6559\u5e2b\u3042\u308a\u624b\u6cd5\u3092\u5c11\u306a\u304f\u3068\u308211.1%\u306e\u7d76\u5bfe\u30de\u30fc\u30b8\u30f3\u3067\u4e0a\u56de\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2201.05299v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2201.05299v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper\/translated\/2201.05299.pdf.html\">\u53c2\u8003\u8a33\uff08\u5168\u6587\uff09<\/a>&nbsp;&nbsp;(Fri, 14 Jan 2022 04:12:46 GMT)<ul><li>Outside-Knowledge Visual Question Answering\u306f\u56de\u7b54\u306b\u306f\u4e0d\u5341\u5206\u306a\uff08\u5916\u90e8\u77e5\u8b58\u6d3b\u7528\u3092\u5fc5\u8981\u3068\u3059\u308b\uff09\u753b\u50cf\uff0b\u8cea\u554f\u306b\u56de\u7b54\u3059\u308b\u30bf\u30b9\u30af\u3002\u300c\u6d88\u706b\u6813\u306e\u5199\u771f\uff0b\u3053\u308c\u3092\u4f7f\u3046\u8eca\u306e\u540d\u524d\u306f\uff1f\u300d\u306b\u5bfe\u3057\u3066\u300c\u6d88\u9632\u8eca\u300d\u3068\u7b54\u3048\u308b\u3088\u3046\u306a\u5185\u5bb9\u3002<\/li><li>Transform-Retrieve-Generate framework (TRiG)\u306b\u3088\u3063\u3066<a href=\"https:\/\/okvqa.allenai.org\/\">OK-VQA (allenai.org)<\/a>\u3067SoTA\u3092\u5831\u544a\u3002<\/li><\/ul><\/li><\/ul>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Ans &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=1355\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;Natural Language-Centric Outside-Knowledge Visual Question Answering\u306b\u5bfe\u3059\u308bTransform-Retrieve-Generate framework (TRiG)&#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":[297,441,524],"class_list":["post-1355","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-outside-knowledge-visual-question-answering","tag-vqa","tag-524"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1355","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=1355"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/1355\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1355"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1355"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1355"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}