{"id":3467,"date":"2023-06-19T06:30:00","date_gmt":"2023-06-18T21:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3467"},"modified":"2023-06-19T06:30:00","modified_gmt":"2023-06-18T21:30:00","slug":"kola-carefully-benchmarking-world-knowledge-of-large-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3467","title":{"rendered":"KoLA: Carefully Benchmarking World Knowledge of Large Language Models"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>KoLA: Carefully Benchmarking World Knowledge of Large Language Models\u00a0<\/strong>[56.7]<br>\u6211\u3005\u306f\u77e5\u8b58\u6307\u5411LLM\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8\u30d9\u30f3\u30c1\u30de\u30fc\u30af(KoLA)\u3092\u69cb\u7bc9\u3057\u305f\u3002 \u80fd\u529b\u30e2\u30c7\u30ea\u30f3\u30b0\u3067\u306f\u3001\u4eba\u9593\u306e\u8a8d\u77e5\u3092\u6a21\u5023\u3057\u3066\u77e5\u8b58\u95a2\u9023\u80fd\u529b\u306e4\u6bb5\u968e\u306e\u5206\u985e\u3092\u4f5c\u6210\u3057\u300119\u306e\u30bf\u30b9\u30af\u3092\u30ab\u30d0\u30fc\u3057\u3066\u3044\u308b\u3002 \u30c7\u30fc\u30bf\u306b\u306f\u3001LLM\u306b\u3088\u3063\u3066\u4e8b\u524d\u8a13\u7df4\u3055\u308c\u305f\u30b3\u30fc\u30d1\u30b9\u3067\u3042\u308b\u30a6\u30a3\u30ad\u30da\u30c7\u30a3\u30a2\u3068\u3001\u7d99\u7d9a\u7684\u306b\u53ce\u96c6\u3055\u308c\u308b\u65b0\u8208\u30b3\u30fc\u30d1\u30b9\u306e\u4e21\u65b9\u3092\u4f7f\u7528\u3057\u3001\u76ee\u306b\u898b\u3048\u306a\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3046\u80fd\u529b\u3068\u77e5\u8b58\u306e\u9032\u5316\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2306.09296v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2306.09296v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 15 Jun 2023 17:20:46 GMT)<\/li>\n\n\n\n<li>Knowledge Memorization (KM),\u00a0Knowledge Understanding (KU) ,Knowledge Applying (KA) , Knowledge Creating (KC)\u306e\u8ef8\u300119\u306e\u30bf\u30b9\u30af\u3067LLM\u3092\u8a55\u4fa1\u3059\u308b\u7dcf\u5408\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3002\u7dcf\u5408\u7684\u306bGPT-4\u306e\u512a\u79c0\u3055\u304c\u76ee\u7acb\u3064\u304c\u8a55\u4fa1\u8ef8\u3084\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306b\u3088\u3063\u3066\u6027\u80fd\u304c\u69d8\u3005\u3067\u3042\u308b\u3053\u3068\u3082\u308f\u304b\u308b\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/kola.xlore.cn\">https:\/\/kola.xlore.cn<\/a>\u3001\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/thu-keg\/kola\">GitHub &#8211; THU-KEG\/KoLA: The open-source repo of THU-KEG&#8217;s KoLA benchmark.<\/a><\/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":[223,517],"class_list":["post-3467","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3467","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=3467"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3467\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3467"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3467"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3467"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}