{"id":7368,"date":"2025-09-11T04:51:00","date_gmt":"2025-09-10T19:51:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7368"},"modified":"2025-09-06T20:30:40","modified_gmt":"2025-09-06T11:30:40","slug":"deepscholar-bench-a-live-benchmark-and-automated-evaluation-for-generative-research-synthesis","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7368","title":{"rendered":"DeepScholar-Bench: A Live Benchmark and Automated Evaluation for Generative Research Synthesis"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>DeepScholar-Bench: A Live Benchmark and Automated Evaluation for Generative Research Synthesis\u00a0<\/strong>[52.6]<br>\u672c\u7a3f\u3067\u306f,\u751f\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u7dcf\u5408\u7684\u81ea\u52d5\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bDeepScholar-bench\u3092\u7d39\u4ecb\u3059\u308b\u3002 DeepScholar-bench\u306f\u3001\u6700\u8fd1\u306e\u9ad8\u54c1\u8cea\u306aArXiv\u8ad6\u6587\u304b\u3089\u30af\u30a8\u30ea\u3092\u62bd\u51fa\u3057\u3001\u771f\u306e\u7814\u7a76\u5408\u6210\u30bf\u30b9\u30af\u306b\u30d5\u30a9\u30fc\u30ab\u30b9\u3057\u3066\u3044\u308b\u3002 \u307e\u305f,LOTUS API\u3092\u7528\u3044\u3066\u52b9\u7387\u7684\u306b\u5b9f\u88c5\u3057\u305f\u53c2\u7167\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3067\u3042\u308bDeepScholar-base\u3092\u958b\u767a\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2508.20033v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2508.20033v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 27 Aug 2025 16:36:34 GMT)<\/li>\n\n\n\n<li>\u300cDeepScholar- bench draws queries from recent, high-quality ArXiv papers and focuses on a real research synthesis task: generating the related work sections of a paper by retrieving, synthesizing, and citing prior research.\u300d\u3068\u3044\u3046\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3002Live benchmark\u3068\u306a\u3063\u3066\u3044\u308b\u3002<\/li>\n\n\n\n<li>\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u30b5\u30a4\u30c8\u306f<a href=\"https:\/\/github.com\/guestrin-lab\/deepscholar-bench?tab=readme-ov-file\">GitHub &#8211; guestrin-lab\/deepscholar-bench: benchmark and evaluate generative research synthesis<\/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-7368","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\/7368","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=7368"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7368\/revisions"}],"predecessor-version":[{"id":7369,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7368\/revisions\/7369"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7368"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7368"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7368"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}