{"id":59170,"date":"2020-08-25T18:22:14","date_gmt":"2020-08-25T09:22:14","guid":{"rendered":"https:\/\/smilegate.ai\/?p=59170"},"modified":"2020-08-25T23:20:03","modified_gmt":"2020-08-25T14:20:03","slug":"multimodal-qa-visual-dialog-task","status":"publish","type":"post","link":"https:\/\/smilegate.ai\/cn\/2020\/08\/25\/multimodal-qa-visual-dialog-task\/","title":{"rendered":"\u591a\u6a21\u5f0f\u95ee\u7b54\u2013\u89c6\u89c9\u5bf9\u8bdd\u4efb\u52a1"},"content":{"rendered":"<p>\u53ef\u89c6\u5bf9\u8bdd\u6846\u4efb\u52a1\u662f\u4e00\u79cd\u591a\u6a21\u5f0f\u4efb\u52a1\uff0c\u53ef\u5c06\u56fe\u50cf\u6dfb\u52a0\u5230\u7531\u95ee\u7b54\u7ec4\u6210\u7684Q\uff06A\u4efb\u52a1\u4e2d\u3002\u4f8b\u5982\uff0c\u5982\u679c\u60a8\u4e00\u8d77\u7ed9\u767d\u732b\u548c\u9ed1\u72d7\u63d0\u4f9b\u56fe\u7247\u5e76\u8be2\u95ee\u201c\u732b\u65c1\u8fb9\u7684\u52a8\u7269\u662f\u4ec0\u4e48\u989c\u8272\uff1f\u201d\uff0c\u60a8\u56de\u7b54\u201c\u9ed1\u201d\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u5b83\u662f\u901a\u8fc7\u63d0\u4f9b\u56fe\u50cf\uff0c\u5bf9\u8bdd\u5386\u53f2\u8bb0\u5f55\u548c\u95ee\u9898\u6765\u751f\u6210\u7b54\u6848\u7684\u4efb\u52a1\u3002\u5982\u679c\u60a8\u8f6c\u5230Visual Dialog\u7f51\u7ad9\uff0c\u5219\u8be5\u6570\u636e\u96c6\u662f\u516c\u5f00\u7684\uff0c\u57fa\u4e8ev1.0\uff0c\u6709120,000\u5f20\u56fe\u50cf\u548c120\u4e07\u4e2a\u6587\u672c\u53e5\u5b50\u3002 \uff08\u6bcf\u4e2a\u56fe\u50cf1\u4e2a\u5bf9\u8bdd\uff09\u4e0b\u9762\u7684\u94fe\u63a5\u662fVisual Dialog\u7ad9\u70b9\u7684\u6570\u636e\u96c6\u9875\u9762\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"vlp-link-container vlp-layout-basic wp-block-visual-link-preview-link\"><a href=\"https:\/\/visualdialog.org\/data\" class=\"vlp-link\" title=\"\u89c6\u89c9\u5bf9\u8bdd\" rel=\"nofollow noopener\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-2 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/visualdialog.org\/static\/img\/visdial\/vd_teaser_textbar.png\" style=\"max-width: 150px; max-height: 150px\" alt=\"\"><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">\u89c6\u89c9\u5bf9\u8bdd<\/div><div class=\"vlp-block-1 vlp-link-summary\">\u8f6c\u5411\u53ef\u4ee5\u4e0e\u4eba\u7c7b\u5c31\u89c6\u89c9\u5185\u5bb9\u8fdb\u884c\u5bf9\u8bdd\u7684AI\u4ee3\u7406-<\/div><\/div><\/div>\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u8fd9\u4e2a\u7f51\u7ad9\u6bcf\u5e74\u90fd\u4f1a\u9762\u4e34\u6311\u6218\uff0c\u4e0b\u9762\u7684\u89c6\u9891\u4ecb\u7ecd\u4e86\u4f7f\u7528MReaL-BDAI\u7cfb\u7edf\u6392\u540d\u7b2c\u4e00\u7684\u56e2\u961f\u7684\u6280\u672f\u3002\u57fa\u4e8eNDCG\uff08\u8bc4\u4f30\u6307\u6807\u4e4b\u4e00\uff09\uff0c\u5b83\u83b7\u5f97\u4e86\u975e\u51e1\u7684\u5f97\u5206\uff0c\u6bd4\u7b2c\u4e8c\u540d\u9ad8\u51fa\u8fd110\u5206\u3002 \uff0874.57\uff09<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe title=\"MReal-BDAI-Visual Dialog Challenge\u83b7\u5956\u8005\u6f14\u8bb2\u4f1a\u57282019 VQA\u62e8\u53f7\u7814\u8ba8\u4f1a\u4e0a\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/XFJr4T0H2kA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u4f46\u662f\uff0c\u5982\u679c\u60a8\u9605\u8bfb\u4e86\u8be5\u6280\u672f\u7684\u8bba\u6587\uff0c\u5b83\u4e0d\u662f\u4e00\u4e2a\u65b0\u7684\u6a21\u578b\u7ed3\u6784\uff0c\u800c\u662f\u5728\u73b0\u6709NDCG\u768459\u70b9\u6280\u672f\u4e0a\u4f7f\u7528\u5404\u79cd\uff08\u4e0e\u4efb\u52a1\u76f8\u5173\u7684\uff09\u76f4\u89c2\u4f18\u5316\u6280\u672f\u5c06\u5176\u63d0\u9ad8\u523074\u5206\u3002 \uff08\u6211\u4ec5\u901a\u8fc7\u4f5c\u4e3a\u4e24\u6b65\u5b66\u4e60\u65b9\u6cd5\u4ecb\u7ecd\u7684\u65b9\u6cd5\u5c06NDCG\u63d0\u9ad8\u4e8610\u5206\uff09\uff0c\u5e76\u4e14\u901a\u8fc7\u540e\u7eed\u8bba\u6587\uff0c\u5c06\u8be6\u7ec6\u63cf\u8ff0\u9488\u5bf9\u5f53\u524d\u5b9a\u4e49\u7684\u53ef\u89c6\u5316\u5bf9\u8bdd\u6846\u4efb\u52a1\u4f18\u5316\u7684\u65b9\u6cd5\u3002\u6211\u5c1a\u672a\u9605\u8bfb\u6240\u6709\u8bba\u6587\uff0c\u4f46\u6211\u8ba4\u4e3a\u6709\u4e00\u79cd\u9488\u5bf9\u7279\u5b9a\u4efb\u52a1\u6216\u7279\u5b9a\u6307\u6807\u5bf9\u5176\u8fdb\u884c\u4f18\u5316\u7684\u8d8b\u52bf\u3002 \uff08\u4f8b\u5982\uff0c\u5728MRR\u7684\u60c5\u51b5\u4e0b\uff0c\u7b2c\u4e09\u540d\u56e2\u961f\u843d\u540e10\u5206\u6216\u4ee5\u4e0a\uff09\u3002<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n<div class=\"vlp-link-container vlp-layout-basic wp-block-visual-link-preview-link\"><a href=\"https:\/\/arxiv.org\/abs\/1911.10496\" class=\"vlp-link\" title=\"\u6539\u5584\u89c6\u89c9\u5bf9\u8bdd\u7684\u4e24\u4e2a\u56e0\u679c\u539f\u7406\" rel=\"nofollow noopener\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-2 vlp-link-image\"><img decoding=\"async\" src=\"https:\/\/static.arxiv.org\/static\/browse\/0.3.2.5\/images\/icons\/social\/bibsonomy.png\" style=\"max-width: 150px; max-height: 150px\" alt=\"\"><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-title\">\u6539\u5584\u89c6\u89c9\u5bf9\u8bdd\u7684\u4e24\u4e2a\u56e0\u679c\u539f\u7406<\/div><div class=\"vlp-block-1 vlp-link-summary\">\u672c\u6587\u9610\u8ff0\u4e86\u6211\u4eec\u51a0\u519b\u56e2\u961f\u91c7\u7528\u7684\u8bbe\u8ba1\u6280\u5de7<br \/>\nMReaL-BDAI\uff0c\u9488\u5bf9Visual Dialog Challenge 2019\uff1a\u4e24\u4e2a\u56e0\u679c\u539f\u5219<br \/>\n\u6539\u8fdb\u53ef\u89c6\u5bf9\u8bdd\u6846\uff08VisDial\uff09\u3002 \u201c\u6539\u5584\u201d\u662f\u6307\u4ed6\u4eec\u53ef\u4ee5<br \/>\n\u5c06\u51e0\u4e4e\u6240\u6709\u73b0\u6709\u7684VisDial\u6a21\u578b\u63d0\u5347\u4e3a\u6700\u65b0\u6027\u80fd<br \/>\n\u5728\u2026\u4e0a<\/div><\/div><\/div>\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>\u5c3d\u7ba1Visual Dialog Task\u5b58\u5728\u4e00\u4e9b\u95ee\u9898\uff0c\u5e76\u4e14\u8bc4\u4f30\u6307\u6807\u4e5f\u4e0e\u5b9e\u9645\u6027\u80fd\u6709\u6240\u4e0d\u540c\uff0c\u4f46\u6211\u8ba4\u4e3a\u591a\u6a21\u5f0f\u5bf9\u8bdd\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u9886\u57df\uff0c\u5c06\u6765\u53ef\u80fd\u6210\u4e3a\u804a\u5929\u673a\u5668\u4eba\u7684\u65b9\u5411\u4e4b\u4e00\u3002\u5f7c\u6b64\u4ea4\u8c08\u65f6\uff0c\u6211\u4eec\u4e0d\u4ec5\u4f9d\u8d56\u53e3\u5934\u4fe1\u606f\uff0c\u8fd8\u4f9d\u8d56\u5404\u79cd\u4fe1\u606f\uff0c\u4f8b\u5982\u89c6\u89c9\uff0c\u542c\u89c9\u548c\u55c5\u89c9\u4fe1\u606f\u3002\u6211\u8ba4\u4e3a\u804a\u5929\u673a\u5668\u4eba\u53ef\u4ee5\u9605\u8bfb\u6211\u4eec\u7684\u8868\u60c5\u5e76\u4e0e\u6211\u4eec\u4ea4\u8c08\uff0c\u5982\u679c\u6211\u4eec\u201c\u770b\u5230\u201d\u548c\u201c\u542c\u7740\u201d\u542c\u5230\u4e0e\u6211\u4eec\u6240\u89c1\u76f8\u540c\u7684\u5185\u5bb9\uff0c\u5219\u5bf9\u8bdd\u7684\u5e7f\u5ea6\u5c06\u66f4\u52a0\u5e7f\u6cdb\u3002\u6211\u4eec\u671f\u5f85\u6709\u4e00\u4e2a\u804a\u5929\u673a\u5668\u4eba\u4e0e\u6211\u4eec\u4ea4\u8c08\uff0c\u540c\u65f6\u4e00\u8d77\u89c2\u770b\u548c\u6536\u542cBTS\u7684\u8868\u6f14\u3002<\/p>\n<div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_59170\"  data-site_id=\"5f255b28943ec9a60bed08fd\"  data-lang=\"ko\"  data-dislike_enabled=\"false\"  data-icon_dislike_show=\"false\"  data-tooltip_enabled=\"false\"  data-white_label=\"true\"  data-rich_snippet=\"true\"  data-popup_disabled=\"true\"  data-i18n_like=\"Like\"  data-style=\"\"  data-unlike_allowed=\"\"  data-show_copyright=\"\"  data-item_url=\"https:\/\/smilegate.ai\/cn\/2020\/08\/25\/multimodal-qa-visual-dialog-task\/\"  data-item_title=\"\uba40\ud2f0\ubaa8\ub2ec Q&amp;A - Visual Dialog Task\"  data-item_image=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2020\/08\/visual-dialog.jpg\"  data-item_date=\"2020-08-25T18:22:14+09:00\"  data-engine=\"WordPress\"  data-plugin_v=\"2.6.55\"  data-prx=\"https:\/\/smilegate.ai\/wp-admin\/admin-ajax.php?action=likebtn_prx\"  data-event_handler=\"likebtn_eh\" ><\/span><!-- LikeBtn.com END --><\/div>","protected":false},"excerpt":{"rendered":"<p>Visual Dialog task\ub294 \uc9c8\uc758 \uc751\ub2f5\uc73c\ub85c \uc774\ub8e8\uc5b4\uc9c0\ub294 Q&amp;A task\uc5d0 \uc774\ubbf8\uc9c0\ub97c \ucd94\uac00\ud55c \uba40\ud2f0\ubaa8\ub2ec task\uc785\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \ud770\uc0c9 \uace0\uc591\uc774\uc640 \uac80\uc740\uc0c9 \uac15\uc544\uc9c0\uac00 \ud568\uaed8 \uc788\ub294 \uc0ac\uc9c4\uc744 \uc8fc\uace0 &#8220;\uace0\uc591\uc774 \uc606 \ub3d9\ubb3c\uc740 \ubb34\uc2a8 \uc0c9\uc774\uc57c?&#8221;\ub77c\uace0 \ubb3c\uc5b4\ubcf4\uba74 &#8220;\uac80\uc740\uc0c9&#8221;\ud558\uace0 \ub300\ub2f5\ud558\ub294 \uc2dd\uc774\uc9c0\uc694. \uad6c\uccb4\uc801\uc73c\ub85c, \uc774\ubbf8\uc9c0\uc640 dialog history, question\uc744 \uc8fc\uba74 answer\ub97c \uc0dd\uc131\ud558\ub294 task\uc785\ub2c8\ub2e4. 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