{"id":2377,"date":"2022-09-28T06:00:00","date_gmt":"2022-09-27T21:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=2377"},"modified":"2022-09-28T06:00:00","modified_gmt":"2022-09-27T21:00:00","slug":"sqascience-question-answering%e3%80%81scienceqa%e3%83%99%e3%83%b3%e3%83%81%e3%83%9e%e3%83%bc%e3%82%af","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=2377","title":{"rendered":"SQA(Science Question Answering)\u3001SCIENCEQA\u30d9\u30f3\u30c1\u30de\u30fc\u30af"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering&nbsp;<\/strong>[124.2]<br>\u672c\u7a3f\u3067\u306f,SQA(Science Question Answering)\u306b\u3064\u3044\u3066\u7d39\u4ecb\u3059\u308b\u3002SQA(Science Question Answering)\u306f,21\u4e07\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306a\u8907\u6570\u9078\u629e\u8cea\u554f\u3068\u591a\u69d8\u306a\u79d1\u5b66\u30c8\u30d4\u30c3\u30af\u3068,\u305d\u308c\u306b\u5bfe\u5fdc\u3059\u308b\u8b1b\u7fa9\u3084\u8aac\u660e\u306b\u3088\u308b\u56de\u7b54\u306e\u6ce8\u91c8\u304b\u3089\u306a\u308b\u65b0\u3057\u3044\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 \u307e\u305f,SQA\u3067\u306f,\u6570\u30b7\u30e7\u30c3\u30c8\u306eGPT-3\u3067\u306f1.20%,\u5fae\u8abf\u6574\u306eUnifiedQA\u3067\u306f3.99%\u306e\u6539\u5584\u304c\u898b\u3089\u308c\u305f\u3002 \u6211\u3005\u306e\u5206\u6790\u306f\u3001\u4eba\u9593\u306b\u4f3c\u305f\u8a00\u8a9e\u30e2\u30c7\u30eb\u306f\u3001\u3088\u308a\u5c11\u306a\u3044\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3057\u3001\u308f\u305a\u304b40%\u306e\u30c7\u30fc\u30bf\u3067\u540c\u3058\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u9054\u6210\u3059\u308b\u306e\u306b\u3001\u8aac\u660e\u306e\u6069\u6075\u3092\u53d7\u3051\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2209.09513v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2209.09513v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Tue, 20 Sep 2022 07:04:24 GMT)<ul><li>21k\u304b\u3089\u306a\u308b\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u3001\u30de\u30eb\u30c1\u30db\u30c3\u30d7\u3092\u542b\u3080QA\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3002\u6ce8\u91c8\u7b49\u3082\u4ed8\u4e0e\u3055\u308c\u3066\u3044\u308b\u3002GPT-3 \uff06 chain-of-thought (CoT)\u3067\u6b63\u89e3\u738775.17%\u3068\u306e\u3053\u3068\u3002<ul><li>\u65e2\u306b\u4f4e\u304f\u306a\u3044\u306e\u3067\u306f\uff1f\u3068\u601d\u308f\u306a\u304f\u3082\u306a\u3044\u3002<\/li><\/ul><\/li><li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/scienceqa.github.io\/\">ScienceQA<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering&nbsp;[124.2]\u672c\u7a3f\u3067\u306f,SQA( &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=2377\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;SQA(Science Question Answering)\u3001SCIENCEQA\u30d9\u30f3\u30c1\u30de\u30fc\u30af&#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":[59,322,491,517],"class_list":["post-2377","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chain-of-thought","tag-question-answering","tag-491","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2377","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=2377"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/2377\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2377"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2377"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2377"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}