{"id":350,"date":"2023-04-07T00:59:04","date_gmt":"2023-04-07T00:59:04","guid":{"rendered":"http:\/\/ocean:8000\/?p=350"},"modified":"2023-03-30T06:46:13","modified_gmt":"2023-03-30T06:46:13","slug":"knowledgeaware-vqg","status":"publish","type":"post","link":"http:\/\/ocean:8000\/research\/knowledgeaware-vqg\/","title":{"rendered":"\u3010\u8ad6\u6587\u7d39\u4ecb\u3011\u753b\u50cf\u4e2d\u306e\u7269\u4f53\u306b\u3064\u3044\u3066\u306e\u201c\u77e5\u8b58\u7372\u5f97\u201d\u304c\u53ef\u80fd\u306a\u8cea\u554f\u6587\u751f\u6210\u306e\u5b9f\u73fe"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"538\" src=\"http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-85-1024x538.jpg\" alt=\"\" class=\"wp-image-353\" srcset=\"http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-85-1024x538.jpg 1024w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-85-300x158.jpg 300w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-85-768x403.jpg 768w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-85-1536x806.jpg 1536w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-85-2048x1075.jpg 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4eca\u56de\u306f\u3001\u753b\u50cf\u4e2d\u306e\u7269\u4f53\u306b\u3064\u3044\u3066\u306e\u77e5\u8b58\u3092\u7372\u5f97\u3067\u304d\u308b\u3088\u3046\u306a\u8cea\u554f\u6587\u751f\u6210\u306e\u5b9f\u73fe\u306b\u5411\u3051\u3001\u30e2\u30c7\u30eb\u306e\u63d0\u6848\u3092\u884c\u3063\u305f\u8ad6\u6587\u300cK-VQG: Knowledge-aware Visual Question Generation for Common-sense Acquisition\u300d\u306b\u3064\u3044\u3066\u3001\u8457\u8005\u306e\u4e0a\u539f \u5eb7\u5e73\u304c\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7814\u7a76\u80cc\u666f<\/strong><\/h2>\n\n\n\n<p>\u4e00\u822c\u306b\u3001\u73fe\u5728\u306e\u753b\u50cf\u8a8d\u8b58\u306f\u300c\u4eba\u9593\u304c\u30c7\u30fc\u30bf\u3092\u4e0e\u3048\u3066\u6a5f\u68b0\u5b66\u7fd2\u306e\u30e2\u30c7\u30eb\u3092\u5b66\u7fd2\u3055\u305b\u308b\u300d\u3068\u3044\u3046\u3001\u753b\u50cf\u8a8d\u8b58\u30e2\u30c7\u30eb\u5074\u304b\u3089\u898b\u3066 \u201c\u53d7\u52d5\u7684\u201d \u306a\u5f62\u3067\u884c\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u3088\u3046\u306a\u753b\u50cf\u8a8d\u8b58\u306e\u3042\u308a\u65b9\u306b\u306f\u3001\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u306e\u305f\u3081\u306b\u5fc5\u8981\u306a\u60c5\u5831\u3092\u30c7\u30fc\u30bf\u4e00\u3064\u3072\u3068\u3064\u306b\u4ed8\u4e0e\u3059\u308b\u4f5c\u696d\uff1d\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u304c\u5fc5\u8981\u3067\u3001\u591a\u304f\u306e\u52b4\u529b\u3092\u8981\u3059\u308b\u3068\u3044\u3046\u8ab2\u984c\u304c\u3042\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u8a00\u3048\u3070\u3001\u305d\u3082\u305d\u3082\u4eba\u9593\u306b\u306f\u300c\u753b\u50cf\u8a8d\u8b58\u30e2\u30c7\u30eb\u304c\u672c\u5f53\u306b\u5fc5\u8981\u3068\u3057\u3066\u3044\u308b\u77e5\u8b58\u3068\u306f\u4f55\u304b\u300d\u306f\u5206\u304b\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u3089\u3092\u3075\u307e\u3048\u3001<strong>\u6a5f\u68b0\u5b66\u7fd2\u306e\u30e2\u30c7\u30eb\u306e\u65b9\u304b\u3089\u4eba\u9593\u3078\u8cea\u554f\u3092\u3059\u308b\u3053\u3068\u3067\u3001\u300c\u30e2\u30c7\u30eb\u304c\u5fc5\u8981\u3068\u3057\u3066\u3044\u308b\u77e5\u8b58\u3068\u306f\u4f55\u304b\u300d\u3092\u660e\u78ba\u306b\u3057\u3066\u305d\u308c\u306b\u5fdc\u3048\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u3055\u3089\u306b\u30a2\u30ce\u30c6\u30fc\u30b7\u30e7\u30f3\u30b3\u30b9\u30c8\u3082\u524a\u6e1b\u3067\u304d\u308b\u306e\u3067\u306f\u306a\u3044\u304b<\/strong>\u3001\u3068\u3044\u3046\u8003\u3048\u304b\u3089\u30b9\u30bf\u30fc\u30c8\u3057\u305f\u306e\u304c\u672c\u7814\u7a76\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-89-1024x576.jpg\" alt=\"\" class=\"wp-image-354\" width=\"904\" height=\"508\" srcset=\"http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-89-1024x576.jpg 1024w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-89-300x169.jpg 300w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-89-768x432.jpg 768w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-89-1536x864.jpg 1536w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-89-320x180.jpg 320w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-89.jpg 1920w\" sizes=\"(max-width: 904px) 100vw, 904px\" \/><figcaption class=\"wp-element-caption\">\u25b2\u7814\u7a76\u30c6\u30fc\u30de \u30a4\u30e1\u30fc\u30b8<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u201c\u5206\u304b\u3089\u306a\u3044\u3053\u3068\u3092\u4eba\u306b\u5c0b\u306d\u308b\u201d \u3068\u3044\u3046\u306e\u306f\u3001\u4eba\u9593\u306e\u5b50\u3069\u3082\u304c\u6210\u9577\u3057\u3066\u3044\u304f\u904e\u7a0b\u3067\u5468\u308a\u306e\u5927\u4eba\u306b\u5bfe\u3057\u3066\u884c\u3063\u3066\u3044\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u306e\u5b66\u7fd2\u306e\u672c\u8cea\u3068\u3082\u8a00\u3048\u308b\u90e8\u5206\u3092\u4eba\u9593\u306b\u5023\u3046\u3053\u3068\u3067\u3001\u4eba\u306b\u7684\u78ba\u306b\u8cea\u554f\u3092\u6295\u3052\u304b\u3051\u3066\u8ce2\u304f\u306a\u3063\u3066\u3044\u304f\u3088\u3046\u306a\u30b7\u30b9\u30c6\u30e0\u3092\u4f5c\u308c\u308c\u3070\u3001\u3068\u3044\u3046\u30e2\u30c1\u30d9\u30fc\u30b7\u30e7\u30f3\u3067\u7814\u7a76\u306b\u81e8\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p>\u3053\u308c\u307e\u3067\u3082\u3001\u753b\u50cf\u3092\u3082\u3068\u306b\u3057\u305f\u8cea\u554f\u6587\u751f\u6210\u3092\u6271\u3046\u7814\u7a76\u306f\u3055\u307e\u3056\u307e\u884c\u308f\u308c\u3066\u304d\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u95a2\u9023\u7814\u7a76\u3067\u7528\u3044\u3089\u308c\u3066\u3044\u308b\u306e\u306f\u57fa\u672c\u7684\u306b\u3001\u753b\u50cf\u30fb\u8cea\u554f\u30fb\u56de\u7b54\u306e3\u3064\u304b\u3089\u306a\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\uff08\u30c7\u30fc\u30bf\u306e\u96c6\u307e\u308a\uff09\u3067\u3001\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u300c\u60f3\u5b9a\u3055\u308c\u308b\u56de\u7b54\u300d\u3084\u5225\u9014\u7528\u610f\u3055\u308c\u305f\u300c\u56de\u7b54\u30ab\u30c6\u30b4\u30ea\u300d\u300c\u56de\u7b54\u30bf\u30a4\u30d7\u300d\u306a\u3069\u306e\u60c5\u5831\u304b\u3089\u8cea\u554f\u6587\u304c\u751f\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-97-1024x576.jpg\" alt=\"\" class=\"wp-image-355\" srcset=\"http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-97-1024x576.jpg 1024w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-97-300x169.jpg 300w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-97-768x432.jpg 768w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-97-1536x864.jpg 1536w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-97-320x180.jpg 320w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-97.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u25b2\u8cea\u554f\u6587\u751f\u6210\u3092\u6271\u3046\u95a2\u9023\u7814\u7a76\u306e\u30a4\u30e1\u30fc\u30b8<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u3010\u4f8b1\u3011\u3067\u306f\u8cea\u554f\u3092\u3059\u308b\u305f\u3081\u306b\u30e2\u30c7\u30eb\u304c\u3042\u3089\u304b\u3058\u3081\u56de\u7b54\u3092\u77e5\u3063\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u201c\u77e5\u8b58\u3092\u7372\u5f97\u3059\u308b\u201d \u3053\u3068\u3092\u52d5\u6a5f\u3068\u3057\u305f\u8cea\u554f\u6587\u751f\u6210\u306e\u6761\u4ef6\u8a2d\u5b9a\u3068\u3057\u3066\u306f\u4e0d\u81ea\u7136\u3060\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3010\u4f8b2\u3011\u3010\u4f8b3\u3011\u3067\u306f\u3001\u4e0e\u3048\u3089\u308c\u305f\u5236\u7d04\u306e\u3082\u3068\u3067\u8003\u3048\u5f97\u308b\u9078\u629e\u80a2\u304c\u591a\u304f\u3001\u72d9\u3063\u305f\u77e5\u8b58\u304c\u5f97\u3089\u308c\u308b\u3088\u3046\u306b\u8cea\u554f\u3092\u7d30\u304b\u304f\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3059\u308b\u306e\u306f\u5bb9\u6613\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\uff08\u4f8b\u3048\u3070\u3010\u4f8b3\u3011\u3067\u306f\u30a4\u30b9\u306e\u6570\u3092\u5c0b\u306d\u308b\u8cea\u554f\u6587\u3092\u4f8b\u306b\u6319\u3052\u3066\u3044\u307e\u3059\u304c\u3001\u300c\u56de\u7b54\u30bf\u30a4\u30d7\uff1a\u6570\u5b57\u300d\u3068\u3044\u3046\u5236\u7d04\u306e\u307f\u3067\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u306e\u6570\u3092\u5c0b\u306d\u3066\u3082\u82b1\u74f6\u306e\u6570\u3092\u5c0b\u306d\u3066\u3082\u3088\u3044\u3053\u3068\u306b\u306a\u308a\u307e\u3059\uff09<\/p>\n\n\n\n<p> \u3000<\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001\u3053\u308c\u307e\u3067\u306e\u624b\u6cd5\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u306f\u3001<strong>\u753b\u50cf\u4e2d\u306e\u7279\u5b9a\u306e\u7269\u4f53\u306b\u95a2\u3059\u308b\u77e5\u8b58\u306b\u3064\u3044\u3066\u30d4\u30f3\u30dd\u30a4\u30f3\u30c8\u3067\u5c0b\u306d\u3001\u56de\u7b54\u304b\u3089\u305d\u306e\u77e5\u8b58\u3092\u5f97\u3089\u308c\u308b\u3088\u3046\u306a\u8cea\u554f\u6587<\/strong>\u306e\u751f\u6210\u306f\u3067\u304d\u306a\u304b\u3063\u305f\u3001\u3068\u3044\u3046\u3053\u3068\u3002<\/p>\n\n\n\n<p>\u3053\u3046\u3057\u305f\u8ab2\u984c\u3092\u3075\u307e\u3048\u3001\u753b\u50cf\u4e2d\u306e\u7269\u4f53\u306b\u3064\u3044\u3066\u306e\u77e5\u8b58\u7372\u5f97\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u69cb\u7bc9\u3068\u3001\u8cea\u554f\u6587\u751f\u6210\u30e2\u30c7\u30eb\u306e\u63d0\u6848\u3092\u884c\u3063\u305f\u306e\u304c\u4eca\u56de\u306e\u7814\u7a76\u3067\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u65b9\u6cd5\u3068\u7d50\u679c<\/strong><\/h2>\n\n\n\n<p>\u4eca\u56de\u69cb\u7bc9\u3057\u305f\u300cK-VQG<sup><sub>\uff08\u203b\uff09<\/sub><\/sup>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u300d\u3068\u63d0\u6848\u3057\u305f\u300cK-VQG\u30e2\u30c7\u30eb\u300d\u306b\u3064\u3044\u3066\u3001\u305d\u308c\u305e\u308c\u8a73\u3057\u304f\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p><sup><sub>\u203bK-VQG\uff1a\u753b\u50cf\u306b\u95a2\u3059\u308b\u8cea\u554f\u3092\u884c\u3046\u80fd\u529b\u3092\u6a5f\u68b0\u306b\u4e0e\u3048\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u7814\u7a76\u5206\u91ce\u3067\u3042\u308b\u300cVQG\uff08Visual Question Generation\uff09\u300d\u306b\u3001\u201c\u77e5\u8b58\u306e\u7372\u5f97\uff08Knowledge-aware\uff09\u201d \u306e\u8981\u7d20\u3092\u52a0\u3048\u3066\u672c\u7814\u7a76\u3067\u63d0\u6848\u3057\u305f\u6982\u5ff5\u306e\u3053\u3068<\/sub><\/sup><\/p>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p>\u3010\u7528\u8a9e\u3011<\/p>\n\n\n\n<ul>\n<li><strong>\u77e5\u8b58\u30c8\u30ea\u30d7\u30ec\u30c3\u30c8<\/strong><strong><br><\/strong>\u2192\u7279\u5b9a\u306e\u7269\u4f53\u306b\u95a2\u3059\u308b\u77e5\u8b58\u3092\u5358\u8a9e\u307e\u305f\u306f\u30d5\u30ec\u30fc\u30ba\u306e3\u3064\u7d44\u3067\u8868\u73fe\u3057\u305f\u3082\u306e<\/li>\n\n\n\n<li><strong>\u7279\u5fb4<\/strong><strong><br><\/strong>\u2192\u30e2\u30c7\u30eb\u304c\u30c7\u30fc\u30bf\u3092\u8a8d\u8b58\u3059\u308b\u624b\u304c\u304b\u308a\u3068\u306a\u308b\u60c5\u5831\u306e\u3053\u3068<\/li>\n\n\n\n<li><strong>\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc \u30a8\u30f3\u30b3\u30fc\u30c0\u30fc<\/strong><strong><br><\/strong>\u2192\u5165\u529b\u3055\u308c\u305f\u753b\u50cf\u3084\u6587\u7ae0\u306e\u7279\u5fb4\u3092\u7d71\u5408\u3059\u308b<\/li>\n\n\n\n<li><strong>\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc \u30c7\u30b3\u30fc\u30c0\u30fc<\/strong><br>\u2192\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc \u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u306b\u3088\u3063\u3066\u5909\u63db\u3055\u308c\u305f\u7279\u5fb4\u3092\u3001\u4e00\u5b9a\u306e\u898f\u5247\u306b\u5f93\u3063\u3066\u6587\u7ae0\u306a\u3069\u306e\u5f62\u5f0f\u306b\u5909\u63db\u3059\u308b<\/li>\n<\/ul>\n\n\n\n<p>\u3000<\/p>\n\n\n\n<p>\u307e\u305a\u3001\u4eca\u56de\u306e\u76ee\u7684\u3067\u3042\u308b\u300c\u753b\u50cf\u4e2d\u306e\u7279\u5b9a\u306e\u7269\u4f53\u306b\u95a2\u3059\u308b\u77e5\u8b58\u306b\u3064\u3044\u3066\u30d4\u30f3\u30dd\u30a4\u30f3\u30c8\u3067\u5c0b\u306d\u3001\u56de\u7b54\u304b\u3089\u305d\u306e\u77e5\u8b58\u3092\u5f97\u3089\u308c\u308b\u3088\u3046\u306a\u8cea\u554f\u6587\u306e\u751f\u6210\u300d\u3092\u5b9f\u73fe\u3059\u308b\u305f\u3081\u306b\u3001\u7528\u3044\u308b\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u306f<\/p>\n\n\n\n<ol>\n<li>\u753b\u50cf<\/li>\n\n\n\n<li>\u753b\u50cf\u4e2d\u306e\u7279\u5b9a\u306e\u7269\u4f53\u306b\u95a2\u3059\u308b\u77e5\u8b58\u30c8\u30ea\u30d7\u30ec\u30c3\u30c8<\/li>\n\n\n\n<li>\u8cea\u554f\uff08\u753b\u50cf\u306b\u95a2\u3059\u308b\u3082\u306e\u3067\u3001\u304b\u30642.\u306e\u77e5\u8b58\u30c8\u30ea\u30d7\u30ec\u30c3\u30c8\u3092\u7372\u5f97\u3067\u304d\u308b\u3082\u306e\uff09<\/li>\n<\/ol>\n\n\n\n<p>\u306e3\u3064\u3092\u6301\u3064\u3001\u3068\u3044\u3046\u6761\u4ef6\u3092\u6e80\u305f\u3059\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u3053\u308c\u3092\u3075\u307e\u3048\u3066\u3001\u30af\u30e9\u30a6\u30c9\u30bd\u30fc\u30b7\u30f3\u30b0<sup><sub>\uff08\u203b\uff09<\/sub><\/sup>\u3092\u6d3b\u7528\u3057\u3066\u30ef\u30fc\u30ab\u30fc\u306b\u6b21\u306e\u3088\u3046\u306a\u5f62\u3067\u30bf\u30b9\u30af\u3092\u4f9d\u983c\u3057\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u69cb\u7bc9\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><sup><sub>\u203b\u30af\u30e9\u30a6\u30c9\u30bd\u30fc\u30b7\u30f3\u30b0\uff1a\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u4e0a\u3067\u4e0d\u7279\u5b9a\u591a\u6570\u306e\u4eba\u306b\u696d\u52d9\u3092\u767a\u6ce8\u3059\u308b\u5f62\u614b\u306e\u3053\u3068\u3002\u30b3\u30b9\u30c8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u9ad8\u3055\u304b\u3089\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u69cb\u7bc9\u3059\u308b\u306b\u3042\u305f\u3063\u3066\u4e00\u822c\u7684\u306b\u3068\u3089\u308c\u308b\u624b\u6bb5\u306e\u3072\u3068\u3064\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/sub><\/sup><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-98-1024x576.jpg\" alt=\"\" class=\"wp-image-356\" srcset=\"http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-98-1024x576.jpg 1024w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-98-300x169.jpg 300w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-98-768x432.jpg 768w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-98-1536x864.jpg 1536w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-98-320x180.jpg 320w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-98.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u25b2\u30ef\u30fc\u30ab\u30fc\u306b\u4f9d\u983c\u3057\u305f\u30bf\u30b9\u30af\u306e\u30a4\u30e1\u30fc\u30b8<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>\u30bf\u30b9\u30af\u3067\u306f\u300c\u8cea\u554f\u306e\u5bfe\u8c61\u3068\u306a\u308b\u7269\u4f53\u306f\u4f55\u304b\u300d\u3092\u3042\u3089\u304b\u3058\u3081\u6307\u5b9a\u3057\u3001\u3055\u3089\u306b\u305d\u306e\u7269\u4f53\u306b\u3064\u3044\u3066\u306e\u300c\u3069\u306e\u3088\u3046\u306a\u77e5\u8b58\u304c\u7b54\u3048\u306b\u306a\u308b\u8cea\u554f\u306b\u3059\u308b\u304b\u300d\u3092\u9078\u629e\u3057\u305f\u4e0a\u3067\u8cea\u554f\u3092\u4f5c\u6210\u3057\u3066\u3082\u3089\u3063\u3066\u3044\u307e\u3059\u3002<br>\u3053\u308c\u306b\u3088\u308a\u3001\u5358\u306b \u201c\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u4f55\u3089\u304b\u306e\u7269\u4f53\u306b\u3064\u3044\u3066\u306e\u3001\u4f55\u3089\u304b\u306e\u8cea\u554f\u201d \u3067\u306f\u306a\u304f\u3001<strong>\u201c\u753b\u50cf\u306b\u5199\u3063\u3066\u3044\u308b\u7279\u5b9a\u306e\u7269\u4f53\u306b\u3064\u3044\u3066\u306e\u77e5\u8b58\u3092\u7372\u5f97\u3067\u304d\u308b\u8cea\u554f\u201d \u304c\u542b\u307e\u308c\u305f\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u306a\u3063\u3066\u3044\u308b<\/strong>\u306e\u304cK-VQG\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u6700\u5927\u306e\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n<p><sup><sub>\u203b\u30c7\u30fc\u30bf\u306e\u30af\u30aa\u30ea\u30c6\u30a3\u3092\u62c5\u4fdd\u3059\u308b\u305f\u3081\u306b\u3001\u300c\u30ef\u30fc\u30ab\u30fc\u306b\u3088\u3063\u3066\u4f5c\u6210\u3055\u308c\u305f\u8cea\u554f\u304c\u30bf\u30b9\u30af\u306b\u5bfe\u3057\u3066\u9069\u5207\u304b\u300d\u3092\u78ba\u8a8d\u3059\u308b\u30bf\u30b9\u30af\uff1d\u30d0\u30ea\u30c7\u30fc\u30b7\u30e7\u30f3\u30bf\u30b9\u30af\u3082\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002\u30af\u30e9\u30a6\u30c9\u30bd\u30fc\u30b7\u30f3\u30b0\u3067\u5225\u9014\u30ef\u30fc\u30ab\u30fc\u3092\u52df\u96c6\u3057\u3001\u3072\u3068\u3064\u306e\u8cea\u554f\u306b\u3064\u304d\u7d043\u540d\u306b\u30af\u30aa\u30ea\u30c6\u30a3\u306e\u78ba\u8a8d\u3092\u4f9d\u983c\u3002\u5168\u54e1\u306e\u56de\u7b54\u304c\u5426\u5b9a\u7684\u8a55\u4fa1\u3067\u4e00\u81f4\u3057\u305f\u8cea\u554f\u6587\u306b\u3064\u3044\u3066\u306f\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u9664\u5916\u3057\u3066\u3044\u307e\u3059\u3002<\/sub><\/sup><\/p>\n\n\n\n<p class=\"has-text-align-center\">\uff1d\uff1d\uff1d\uff1d<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u69cb\u7bc9\u5f8c\u3001\u4eca\u5ea6\u306f\u5b9f\u969b\u306b\u3053\u306eK-VQG\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u3063\u3066\u300c\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u306a\u308b\u77e5\u8b58\u3092\u7372\u5f97\u3067\u304d\u308b\u3088\u3046\u306a\u8cea\u554f\u300d\u3092\u751f\u6210\u3067\u304d\u308b\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-99-1024x576.jpg\" alt=\"\" class=\"wp-image-357\" srcset=\"http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-99-1024x576.jpg 1024w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-99-300x169.jpg 300w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-99-768x432.jpg 768w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-99-1536x864.jpg 1536w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-99-320x180.jpg 320w, http:\/\/ocean:8000\/wp-content\/uploads\/2023\/03\/Frame-99.jpg 1920w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>\u2460-1\u3000\u7269\u4f53\u691c\u51fa\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u753b\u50cf\u4e2d\u306e\u7269\u4f53\u306e\u4f4d\u7f6e\u3092\u691c\u51fa\u3057\u3001\u7269\u4f53\u9818\u57df\u3068\u3057\u3066\u5207\u308a\u51fa\u3059<br>\u2460-2\u3000\u5207\u308a\u51fa\u3057\u305f\u7269\u4f53\u9818\u57df\u304b\u3089\u3001\u305d\u306e\u7269\u4f53\u3089\u3057\u3055\u3092\u3088\u304f\u6349\u3048\u305f\u7279\u5fb4\u3092\u53d6\u308a\u51fa\u3059<br>\u2460-3\u3000\u53d6\u308a\u51fa\u3057\u305f\u7279\u5fb4\u3092\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc \u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u306b\u5165\u529b\u3059\u308b<br><br>\u2461-1\u3000\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u306a\u308b\u77e5\u8b58\u30c8\u30ea\u30d7\u30ec\u30c3\u30c8\u306e\u3046\u3061\u3001\u7b54\u3048\u306b\u3057\u305f\u3044\u90e8\u5206\u3092\u300c\u30de\u30b9\u30af\u300d\u306b\u7f6e\u304d\u63db\u3048\u308b<br>\u2461-2\u3000\u7f6e\u304d\u63db\u3048\u3092\u884c\u3063\u305f\u77e5\u8b58\u30c8\u30ea\u30d7\u30ec\u30c3\u30c8\u3092\u6587\u7ae0\u3068\u898b\u306a\u3057\u3001\u6587\u7ae0\u7406\u89e3\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u3066\u3053\u306e\u6587\u7ae0\u3089\u3057\u3055\u3092\u3088\u304f\u6349\u3048\u305f\u7279\u5fb4\u3092\u53d6\u308a\u51fa\u3059<br>\u2461-3\u3000\u53d6\u308a\u51fa\u3057\u305f\u7279\u5fb4\u3092\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc \u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u306b\u5165\u529b\u3059\u308b<br><br>\u2462\u3000\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc \u30a8\u30f3\u30b3\u30fc\u30c0\u30fc\u304c\u3001\u2460\u3068\u2461\u3067\u53d6\u308a\u51fa\u3055\u308c\u305f\u753b\u50cf\u3068\u77e5\u8b58\u306e\u7279\u5fb4\u3092\u6df7\u305c\u5408\u308f\u305b\u3001\u8cea\u554f\u6587\u3092\u4f5c\u308b\u306e\u306b\u5fc5\u8981\u306a\u7279\u5fb4\u306b\u5909\u63db\u3059\u308b<br>\u2463\u3000\u5909\u63db\u3055\u308c\u305f\u7279\u5fb4\u3092\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc \u30c7\u30b3\u30fc\u30c0\u30fc\u306b\u5165\u529b\u3059\u308b<br>\u2464\u3000\u30c8\u30e9\u30f3\u30b9\u30d5\u30a9\u30fc\u30de\u30fc \u30c7\u30b3\u30fc\u30c0\u30fc\u304c\u5165\u529b\u3055\u308c\u305f\u7279\u5fb4\u3092\u6574\u5f62\u3057\u3001\u8cea\u554f\u6587\u3092\u751f\u6210\u30fb\u51fa\u529b\u3059\u308b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u4e0e\u3048\u3089\u308c\u305f\u753b\u50cf\u3068\u77e5\u8b58\u30c8\u30ea\u30d7\u30ec\u30c3\u30c8\u306b\u307e\u3064\u308f\u308b\u60c5\u5831\u3092\u305d\u308c\u305e\u308c\u7406\u89e3\u3057\u3001\u305d\u306e\u60c5\u5831\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u8cea\u554f\u3092\u751f\u6210\u3067\u304d\u308b\u3088\u3046\u306b\u30e2\u30c7\u30eb\u306e\u5b66\u7fd2\u3092\u884c\u3046\u3001\u3068\u3044\u3046\u6d41\u308c\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"has-text-align-center\">\uff1d\uff1d\uff1d\uff1d<\/p>\n\n\n\n<p>\u6709\u7528\u6027\u306e\u691c\u8a3c\u3068\u3057\u3066\u3001\u300cK-VQG\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u4f7f\u3063\u3066K-VQG\u30e2\u30c7\u30eb\u306b\u753b\u50cf\u3068\u30bf\u30fc\u30b2\u30c3\u30c8\u3068\u306a\u308b\u77e5\u8b58\u30c8\u30ea\u30d7\u30ec\u30c3\u30c8\u3092\u4e0e\u3048\u3001\u305d\u306e\u77e5\u8b58\u306b\u3064\u3044\u3066\u8cea\u554f\u3059\u308b\u3088\u3046\u306a\u8cea\u554f\u6587\u3092\u751f\u6210\u3055\u305b\u308b\u300d\u3068\u3044\u3046\u6761\u4ef6\u3067\u5b9f\u9a13\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u2460\u751f\u6210\u3055\u308c\u305f\u8cea\u554f\u6587\u306e\u54c1\u8cea\u3092\u8a55\u4fa1\u3059\u308b\u6307\u6a19\u3068\u3001\u2461\u77e5\u8b58\u306e\u4e00\u8cab\u6027\u3092\u8a55\u4fa1\u3059\u308b\u6307\u6a19<sup><sub>\uff08\u203b\uff09<\/sub><\/sup>\u3092\u7528\u3044\u3066\u3001\u5b9a\u91cf\u7684\u306b\u8a55\u4fa1\u3092\u5b9f\u65bd\u3002\u751f\u6210\u3055\u308c\u308b\u8cea\u554f\u306e\u8cea\u304c\u9ad8\u304f\u3001\u307e\u305f\u305d\u306e\u8cea\u554f\u304c\u671b\u307e\u3057\u3044\u77e5\u8b58\u3092\u7372\u5f97\u3067\u304d\u308b\u3082\u306e\u306b\u306a\u3063\u3066\u3044\u308b\u3068\u3044\u3046\u70b9\u3067\u3001\u5f93\u6765\u624b\u6cd5\u3068\u6bd4\u3079\u3066\u63d0\u6848\u624b\u6cd5\u304c\u512a\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p><sup><sub>\u203b\u751f\u6210\u3055\u308c\u305f\u8cea\u554f\u304b\u3089\u300c\u3053\u306e\u8cea\u554f\u306f\u3069\u306e\u3088\u3046\u306a\u77e5\u8b58\u3092\u30bf\u30fc\u30b2\u30c3\u30c8\u306b\u3057\u3066\u3044\u305f\u306e\u304b\u300d\u3092\u5fa9\u5143\u3059\u308b\u30e2\u30c7\u30eb\u3092\u4f5c\u6210\u3057\u3001\u5fa9\u5143\u3055\u308c\u305f\u77e5\u8b58\u3068\u3001\u521d\u3081\u306b\u30e2\u30c7\u30eb\u306b\u4e0e\u3048\u3089\u308c\u305f\u77e5\u8b58\u304c\u4e00\u81f4\u3059\u308b\u304b\u3069\u3046\u304b\u3092\u6e2c\u3063\u305f\u3082\u306e\u3002<\/sub><\/sup><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u307e\u3068\u3081<\/strong><\/h3>\n\n\n\n<p>\u4eca\u56de\u306f\u3001\u753b\u50cf\u3092\u3082\u3068\u306b\u3057\u305f\u8cea\u554f\u6587\u751f\u6210\u306e\u7814\u7a76\u306b\u304a\u3051\u308b<\/p>\n\n\n\n<ul>\n<li>\u201c\u8cea\u554f\u306b\u3088\u3063\u3066\u77e5\u8b58\u3092\u7372\u5f97\u3059\u308b\u201d \u3068\u3044\u3046\u76ee\u7684\u3092\u679c\u305f\u305b\u3066\u3044\u306a\u3044<\/li>\n\n\n\n<li>\u8cea\u554f\u306e\u5bfe\u8c61\u3084\u5185\u5bb9\u3092\u7d30\u304b\u304f\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3067\u304d\u306a\u3044<\/li>\n<\/ul>\n\n\n\n<p>\u3068\u3044\u3046\u8ab2\u984c\u306e\u89e3\u6c7a\u306b\u5411\u3051\u3001\u753b\u50cf\u4e2d\u306e\u7269\u4f53\u306b\u3064\u3044\u3066\u306e\u77e5\u8b58\u7372\u5f97\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u69cb\u7bc9\u3068\u8cea\u554f\u6587\u751f\u6210\u30bf\u30b9\u30af\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u30e2\u30c7\u30eb\u306e\u63d0\u6848\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u308c\u306b\u3088\u308a\u3001\u201c\u753b\u50cf\u4e2d\u306e\u7279\u5b9a\u306e\u7269\u4f53\u306b\u95a2\u3059\u308b\u77e5\u8b58\u306b\u3064\u3044\u3066\u30d4\u30f3\u30dd\u30a4\u30f3\u30c8\u3067\u5c0b\u306d\u3001\u305d\u306e\u77e5\u8b58\u3092\u7372\u5f97\u3067\u304d\u308b\u3088\u3046\u306a\u8cea\u554f\u6587\u201d \u306e\u751f\u6210\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<br>\u4eca\u5f8c\u3053\u306eK-VQG\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068K-VQG\u30e2\u30c7\u30eb\u3092\u5fdc\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u201c\u6a5f\u68b0\u306e\u8cea\u554f\u306b\u4eba\u304c\u7b54\u3048\u3001\u305d\u306e\u56de\u7b54\u3092\u5f97\u3066\u6a5f\u68b0\u304c\u8ce2\u304f\u306a\u308b\u201d \u3068\u3044\u3063\u305f\u3001\u4eba\u304c\u7d44\u307f\u8fbc\u307e\u308c\u305f\u6a5f\u68b0\u306e\u5b66\u7fd2\u30d7\u30ed\u30bb\u30b9\u300cHuman-in-the-loop\u300d\u306a\u3069\u306e\u767a\u5c55\u306b\u3082\u8ca2\u732e\u3057\u5f97\u308b\u3068\u8003\u3048\u3066\u3044\u307e\u3059\u3002<br>\u3000<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td>\u3010\u7814\u7a76\u3092\u632f\u308a\u8fd4\u3063\u3066\u3011<br>\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u308b\u30d5\u30a7\u30fc\u30ba\u3001\u4e2d\u3067\u3082\u7279\u306b\u30af\u30e9\u30a6\u30c9\u30bd\u30fc\u30b7\u30f3\u30b0\u306b\u304a\u3051\u308b\u30af\u30aa\u30ea\u30c6\u30a3\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u304c\u5927\u5909\u3067\u3057\u305f\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u4eca\u56de\u306f\u3001\u753b\u50cf\u4e2d\u306e\u7269\u4f53\u306b\u3064\u3044\u3066\u306e\u77e5\u8b58\u3092\u7372\u5f97\u3067\u304d\u308b\u3088\u3046\u306a\u8cea\u554f\u6587\u751f\u6210\u306e\u5b9f\u73fe\u306b\u5411\u3051\u3001\u30e2\u30c7\u30eb\u306e\u63d0\u6848\u3092\u884c\u3063\u305f\u8ad6\u6587\u300cK-VQG: Knowledge-aware Visual Question Generation for Common-sense Acquisition\u300d\u306b\u3064\u3044\u3066\u3001\u8457\u8005\u306e\u4e0a\u539f \u5eb7\u5e73\u304c\u89e3\u8aac\u3057\u307e\u3059<\/p>\n","protected":false},"author":2,"featured_media":358,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[9,10,15],"aioseo_notices":[],"_links":{"self":[{"href":"http:\/\/ocean:8000\/wp-json\/wp\/v2\/posts\/350"}],"collection":[{"href":"http:\/\/ocean:8000\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/ocean:8000\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/ocean:8000\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/ocean:8000\/wp-json\/wp\/v2\/comments?post=350"}],"version-history":[{"count":6,"href":"http:\/\/ocean:8000\/wp-json\/wp\/v2\/posts\/350\/revisions"}],"predecessor-version":[{"id":389,"href":"http:\/\/ocean:8000\/wp-json\/wp\/v2\/posts\/350\/revisions\/389"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/ocean:8000\/wp-json\/wp\/v2\/media\/358"}],"wp:attachment":[{"href":"http:\/\/ocean:8000\/wp-json\/wp\/v2\/media?parent=350"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/ocean:8000\/wp-json\/wp\/v2\/categories?post=350"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/ocean:8000\/wp-json\/wp\/v2\/tags?post=350"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}