{"id":665,"date":"2021-09-14T05:55:00","date_gmt":"2021-09-13T20:55:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=665"},"modified":"2021-09-14T05:55:00","modified_gmt":"2021-09-13T20:55:00","slug":"picaprompts-gpt3-via-the-use-of-image-captions","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=665","title":{"rendered":"PICa(Prompts GPT3 via the use of Image Captions): \u753b\u50cf\u30ad\u30e3\u30d7\u30b7\u30e7\u30cb\u30f3\u30b0+GPT-3\u306b\u3088\u308bVisual Question Answering"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA\u00a0<\/strong>[51.6]<br>\u672c\u7a3f\u3067\u306f,\u77e5\u8b58\u306b\u57fa\u3065\u304fVQA\u306e\u305f\u3081\u306e\u753b\u50cf\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u3092\u7528\u3044\u3066,GPT3\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u3059\u308b\u7c21\u6613\u304b\u3064\u52b9\u679c\u7684\u306aPICa\u3092\u63d0\u6848\u3059\u308b\u3002 \u307e\u305a\u3001\u307e\u305a\u3001GPT-3\u304c\u7406\u89e3\u3067\u304d\u308b\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3(\u30bf\u30b0)\u306b\u5909\u63db\u3057\u3001\u6b21\u306b\u3001GPT-3\u3092\u9069\u7528\u3057\u3066VQA\u30bf\u30b9\u30af\u3092few\u30b7\u30e7\u30c3\u30c8\u3067\u89e3\u6c7a\u3059\u308b\u3002 PICa\u306f16\u306e\u4f8b\u3057\u304b\u4f7f\u7528\u305b\u305a\u3001OK-VQA\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u6559\u5e2b\u3042\u308a\u306eSoTA\u3092+8.6\u30dd\u30a4\u30f3\u30c8\u4e0a\u56de\u3063\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2109.05014v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2109.05014v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 10 Sep 2021 17:51:06 GMT)<ul><li>\u753b\u50cf\u304b\u3089\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u30c6\u30ad\u30b9\u30c8\u3092\u751f\u6210\u3001\u305d\u306e\u30c6\u30ad\u30b9\u30c8\u3092\u4f7f\u3063\u3066VQA(Visual Question Answering)\u30bf\u30b9\u30af\u3092\u89e3\u304f\u3068\u3044\u3046\u8ad6\u6587\u3002\u3053\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u6559\u5e2b\u3042\u308a\u306esota\u3092\u4e0a\u56de\u308b\u3068\u3044\u3046\u306e\u306f\u9a5a\u304d\u3002<ul><li>GPT-\uff13\u306f\u4f55\u3092\u3069\u3053\u307e\u3067\u77e5\u3063\u3066\u3044\u308b\u306e\u3060\u308d\u3046\u30fb\u30fb\u30fb\uff1f\u3068\u3044\u3046\u611f\u60f3<\/li><\/ul><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA\u00a0[51.6]\u672c\u7a3f\u3067\u306f,\u77e5\u8b58\u306b\u57fa\u3065\u304fVQA\u306e\u305f\u3081\u306e\u753b\u50cf\u30ad\u30e3\u30d7\u30b7\u30e7\u30f3\u3092\u7528\u3044\u3066,GPT3\u3092\u30d7\u30ed\u30f3\u30d7\u30c8\u3059\u308b &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=665\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;PICa(Prompts GPT3 via the use of Image Captions): \u753b\u50cf\u30ad\u30e3\u30d7\u30b7\u30e7\u30cb\u30f3\u30b0+GPT-3\u306b\u3088\u308bVisual Question Answering&#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":[174,322,441],"class_list":["post-665","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-gpt-3","tag-question-answering","tag-vqa"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/665","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=665"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/665\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=665"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=665"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=665"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}