{"id":3073,"date":"2023-03-22T05:06:00","date_gmt":"2023-03-21T20:06:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3073"},"modified":"2023-03-22T05:06:00","modified_gmt":"2023-03-21T20:06:00","slug":"evaluation-of-chatgpt-as-a-question-answering-system-for-answering-complex-questions","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3073","title":{"rendered":"Evaluation of ChatGPT as a Question Answering System for Answering Complex Questions"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Evaluation of ChatGPT as a Question Answering System for Answering Complex Questions\u00a0<\/strong>[27.3]<br>ChatGPT\u306f\u5f37\u529b\u306a\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u3067\u3042\u308a\u3001\u81ea\u7136\u8a00\u8a9e\u7406\u89e3\u306b\u304a\u3044\u3066\u9855\u8457\u306a\u9032\u6b69\u3092\u9042\u3052\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,\u8cea\u554f\u5fdc\u7b54\u30b7\u30b9\u30c6\u30e0(QAS)\u3068\u3057\u3066\u306eChatGPT\u306e\u6027\u80fd\u3092,\u72ec\u81ea\u306e\u77e5\u8b58\u3092\u7528\u3044\u3066\u8a55\u4fa1\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63d0\u6848\u3059\u308b\u3002 \u63d0\u6848\u624b\u6cd5\u3092\u7528\u3044\u3066,8\u3064\u306e\u5b9f\u4e16\u754c\u306eKB\u30d9\u30fc\u30b9\u306eCQA\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u5bfe\u3057\u3066,ChatGPT\u306e\u6027\u80fd\u8a55\u4fa1\u3092\u884c\u3046\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2303.07992v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2303.07992v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 14 Mar 2023 15:46:28 GMT)<\/li>\n\n\n\n<li>QA\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305fChatGPT\uff08\uff0bGPT-3.5\uff09\u306e\u691c\u8a3c<\/li>\n\n\n\n<li>\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u3088\u3063\u3066\u5f97\u610f\u4e0d\u5f97\u610f\u304c\u3042\u308b\u3088\u3046\u3060\u304c\u3001\u3082\u306e\u306b\u3088\u3063\u3066\u306fChatGPT\u304cfine tuned\u306a\u30e2\u30c7\u30eb\u3092\u4e0a\u56de\u308aSoTA\u3068\u3044\u3046\u885d\u6483\u7684\u306a\u7d50\u679c\u3002<\/li>\n\n\n\n<li>\u554f\u984c\u7a2e\u5225\u3084\u8a00\u8a9e\u7a2e\u5225\u3054\u3068\u306e\u30b9\u30b3\u30a2\u3082\u66f8\u304b\u308c\u3066\u3044\u3066\u300cHowever, the low score obtained in the Chinese test has puzzled us, and we cannot determine whether the cause of this situation is due to &#8220;insu\ufb03cient Chinese resources&#8221; or &#8220;low resource quality.&#8221;\u300d\u3068\u306e\u6307\u6458\u304c\u3042\u308b\u3002RLHF\u306e\u5f71\u97ff\u306a\u3093\u3060\u308d\u3046\u304b\u30fb\u30fb\u30fb\uff1f<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[63,322],"class_list":["post-3073","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-chatgpt","tag-question-answering"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3073","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=3073"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3073\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3073"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3073"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3073"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}