{"id":7666,"date":"2025-11-05T05:29:00","date_gmt":"2025-11-04T20:29:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7666"},"modified":"2025-11-02T11:03:39","modified_gmt":"2025-11-02T02:03:39","slug":"researchgpt-benchmarking-and-training-llms-for-end-to-end-computer-science-research-workflows","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7666","title":{"rendered":"ResearchGPT: Benchmarking and Training LLMs for End-to-End Computer Science Research Workflows\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>ResearchGPT: Benchmarking and Training LLMs for End-to-End Computer Science Research Workflows\u00a0<\/strong>[109.3]<br>CS-54k(CS-54k)\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u79d1\u5b66\u306b\u304a\u3051\u308bQ&amp;A\u30da\u30a2\u306e\u9ad8\u54c1\u8cea\u306a\u30b3\u30fc\u30d1\u30b9\u3067\u3042\u308b\u3002 CS-4k\u306f\u3001\u79d1\u5b66\u7814\u7a76\u3092\u652f\u63f4\u3059\u308bAI\u306e\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 CS-50k\u306f\u5927\u898f\u6a21\u306a\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3067\u3042\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.20279v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.20279v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 23 Oct 2025 07:07:35 GMT)<\/li>\n\n\n\n<li>\u300cWe introduce CS-4k, the first benchmark that systematically evaluates the end-to-end research workflow in computer science through open-ended scientific question answering, offering a rigorous yardstick to assess LLMs\u2019 ability to assist scientific research.\u300d\u3068\u3044\u3046\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3002\u307e\u305f\u3001\u3053\u308c\u3089\u30c7\u30fc\u30bf\u3092\u7528\u3044\u305f\u30dd\u30b9\u30c8\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306e\u6709\u52b9\u6027\u3092\u4e3b\u5f35\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/wph6\/ResearchGPT\">GitHub &#8211; wph6\/ResearchGPT: Official repo for ReseachGPT<\/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":[517],"class_list":["post-7666","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7666","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=7666"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7666\/revisions"}],"predecessor-version":[{"id":7667,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7666\/revisions\/7667"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7666"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7666"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7666"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}