{"id":3398,"date":"2023-06-08T04:35:00","date_gmt":"2023-06-07T19:35:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=3398"},"modified":"2023-06-08T04:35:00","modified_gmt":"2023-06-07T19:35:00","slug":"do-large-language-models-know-what-they-dont-know","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=3398","title":{"rendered":"Do Large Language Models Know What They Don&#8217;t Know?"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Do Large Language Models Know What They Don&#8217;t Know?\u00a0<\/strong>[74.7]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u3001\u69d8\u3005\u306a\u81ea\u7136\u8a00\u8a9e\u51e6\u7406(NLP)\u30bf\u30b9\u30af\u306b\u512a\u308c\u305f\u77e5\u8b58\u3092\u6301\u3064\u3002 \u81a8\u5927\u306a\u77e5\u8b58\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001LLM\u306f\u305d\u308c\u3089\u304c\u9069\u5408\u3057\u7406\u89e3\u3067\u304d\u308b\u60c5\u5831\u306e\u91cf\u306b\u3088\u3063\u3066\u5236\u9650\u3055\u308c\u3066\u3044\u308b\u3002 \u672c\u7814\u7a76\u306e\u76ee\u7684\u306f,LLM\u306e\u81ea\u5df1\u7406\u89e3\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2305.18153v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2305.18153v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 29 May 2023 15:30:13 GMT)<\/li>\n\n\n\n<li>\u201cknowing what you don\u2019t know,\u201d\u3092model self-knowledge\u3068\u547c\u3073\u3001\u305d\u308c\u3092\u8a55\u4fa1\u3057\u305f\u8ad6\u6587\u3002\u3056\u3063\u304f\u308a\u3068\u306f\u77e5\u3089\u306a\u3044\u3053\u3068\u3092\u77e5\u3089\u306a\u3044\u3068\u8a00\u3048\u308b\u304b\u3069\u3046\u304b\u3092\u8a55\u4fa1\u3057\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>GPT-4\u306a\u3069\u5f37\u529b\u306a\u30e2\u30c7\u30eb\u306f\u3042\u308b\u7a0b\u5ea6\u3053\u306e\u80fd\u529b\u3092\u6301\u3063\u3066\u3044\u305d\u3046\u3060\u304c\u3001\u4eba\u9593\u306b\u306f\u9060\u304f\u53ca\u3093\u3067\u3044\u306a\u3044\u3088\u3046\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/yinzhangyue\/SelfAware\">GitHub &#8211; yinzhangyue\/SelfAware: Large Language Models are more Self-Aware<\/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],"class_list":["post-3398","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3398","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=3398"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/3398\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3398"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3398"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3398"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}