{"id":7154,"date":"2025-07-21T05:28:00","date_gmt":"2025-07-20T20:28:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7154"},"modified":"2025-07-20T22:33:34","modified_gmt":"2025-07-20T13:33:34","slug":"abgen-evaluating-large-language-models-in-ablation-study-design-and-evaluation-for-scientific-research","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7154","title":{"rendered":"AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research\u00a0<\/strong>[33.8]<br>AbGen\u306f\u3001\u79d1\u5b66\u7814\u7a76\u306e\u305f\u3081\u306e\u30a2\u30d6\u30ec\u30fc\u30b7\u30e7\u30f3\u7814\u7a76\u3092\u8a2d\u8a08\u3059\u308b\u969b\u306eLLM\u306e\u80fd\u529b\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u6700\u521d\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 \u305d\u3053\u3067\u6211\u3005\u306f,\u4e00\u822c\u7684\u306a\u81ea\u52d5\u8a55\u4fa1\u30b7\u30b9\u30c6\u30e0\u306e\u4fe1\u983c\u6027\u3092\u8a55\u4fa1\u3059\u308b\u30e1\u30bf\u8a55\u4fa1\u30d9\u30f3\u30c1\u30de\u30fc\u30afAbGen-Eval\u3092\u958b\u767a\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2507.13300v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2507.13300v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 17 Jul 2025 17:09:22 GMT)<\/li>\n\n\n\n<li>Ablation Study\u3092\u751f\u6210\u3067\u304d\u308b\u304b\u3001\u304a\u3088\u3073\u3001Ablation Study\u3092\u8a55\u4fa1\u3067\u304d\u308b\u304b\u3092\u691c\u8a3c\u3059\u308b\u305f\u3081\u306e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u306e\u63d0\u6848\u3002\u73fe\u72b6\u306eLLM\u306f\u3044\u305a\u308c\u3082\u53b3\u3057\u3044\u7d50\u679c\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/huggingface.co\/datasets\/yale-nlp\/AbGen\">yale-nlp\/AbGen \u00b7 Datasets at Hugging Face<\/a>\u3001<a href=\"https:\/\/github.com\/yale-nlp\/AbGen\">GitHub &#8211; yale-nlp\/AbGen: Data and code for the ACL 2025 paper &#8220;AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research&#8221;<\/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":[224,623],"class_list":["post-7154","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm-as-a-judge","tag-623"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7154","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=7154"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7154\/revisions"}],"predecessor-version":[{"id":7155,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7154\/revisions\/7155"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7154"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7154"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7154"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}