{"id":5041,"date":"2024-06-28T04:17:00","date_gmt":"2024-06-27T19:17:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5041"},"modified":"2024-06-28T04:17:00","modified_gmt":"2024-06-27T19:17:00","slug":"sciex-benchmarking-large-language-models-on-scientific-exams-with-human-expert-grading-and-automatic-grading","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5041","title":{"rendered":"SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading\u00a0<\/strong>[100.3]<br>LLM(Large Language Models)\u306e\u4e00\u822c\u7684\u306a\u7528\u9014\u306f\u3001\u79d1\u5b66\u7684\u30c8\u30d4\u30c3\u30af\u306b\u95a2\u3059\u308b\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3042\u308b\u3002 \u305d\u3053\u3067\u672c\u7a3f\u3067\u306f,\u5927\u5b66\u751f\u306e\u3053\u306e\u3088\u3046\u306a\u8ab2\u984c\u306b\u5bfe\u3059\u308b\u8a55\u4fa1\u65b9\u6cd5\u306b\u7740\u60f3\u3092\u5f97\u305fSciEx\u3092\u63d0\u6848\u3059\u308b\u3002 \u6211\u3005\u306f,\u65b0\u3057\u3044\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u7528\u3044\u3066,\u6700\u5148\u7aef\u306eLLM\u306e\u6027\u80fd\u8a55\u4fa1\u3092\u884c\u3063\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2406.10421v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2406.10421v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 14 Jun 2024 21:52:21 GMT)<\/li>\n\n\n\n<li>\u5927\u5b66\u751f\u306e\u3092\u5bfe\u8c61\u3068\u3057\u305f\u8a66\u9a13\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u300cSciEx is (1) multilingual, containing both English and German exams, and (2) multi-modal, containing questions that involve images, and (3) contains various types of freeform questions with different difficulty levels, due to the nature of university exams.\u300d\u3068\u306e\u3053\u3068\u3002\u610f\u5916\u306a\u3053\u3068\u306b\uff08\uff1f\uff09GPT-4V\u3088\u308a\u3082Claude Opus\u306e\u307b\u3046\u304c\u9ad8\u3044\u30b9\u30b3\u30a2\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/huggingface.co\/datasets\/tuanh23\/SciEx\">tuanh23\/SciEx \u00b7 Datasets at Hugging Face<\/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-5041","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\/5041","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=5041"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5041\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5041"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5041"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5041"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}