{"id":7323,"date":"2025-08-22T05:52:00","date_gmt":"2025-08-21T20:52:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7323"},"modified":"2025-08-17T22:55:25","modified_gmt":"2025-08-17T13:55:25","slug":"beyond-not-novel-enough-enriching-scholarly-critique-with-llm-assisted-feedback","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7323","title":{"rendered":"Beyond &#8220;Not Novel Enough&#8221;: Enriching Scholarly Critique with LLM-Assisted Feedback\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Beyond &#8220;Not Novel Enough&#8221;: Enriching Scholarly Critique with LLM-Assisted Feedback\u00a0<\/strong>[81.0]<br>\u672c\u7a3f\u3067\u306f,3\u6bb5\u968e\u3092\u901a\u3057\u3066\u5c02\u9580\u5bb6\u30ec\u30d3\u30e5\u30fc\u30a2\u306e\u52d5\u4f5c\u3092\u30e2\u30c7\u30eb\u5316\u3059\u308b,\u81ea\u52d5\u30ce\u30d9\u30eb\u30c6\u30a3\u8a55\u4fa1\u306e\u305f\u3081\u306e\u69cb\u9020\u5316\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u6848\u3059\u308b\u3002 \u672c\u624b\u6cd5\u306f,\u4eba\u6587\u306e\u30ce\u30d9\u30eb\u30c6\u30a3\u30ec\u30d3\u30e5\u30fc\u3092\u5927\u898f\u6a21\u306b\u5206\u6790\u3057\u305f\u7d50\u679c\u304b\u3089\u5f97\u3089\u308c\u305f\u3082\u306e\u3067\u3042\u308b\u3002 182 ICLR 2025 \u306e\u63d0\u51fa\u3067\u8a55\u4fa1\u3055\u308c\u305f\u3053\u306e\u624b\u6cd5\u306f\u3001\u4eba\u9593\u306e\u63a8\u8ad6\u306886.5%\u306e\u4e00\u81f4\u3068\u3001\u65b0\u898f\u6027\u306e\u7d50\u8ad6\u306b\u95a2\u3059\u308b75.3%\u306e\u5408\u610f\u3092\u9054\u6210\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2508.10795v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2508.10795v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 14 Aug 2025 16:18:37 GMT)<\/li>\n\n\n\n<li>\u8ad6\u6587\u7b49\u306e\u65b0\u898f\u6027\u3092\u8a55\u4fa1\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u63d0\u6848\u3001\u300cdocument processing and content extraction, related work retrieval and ranking, and structured novelty assessment.\u300d\u3068\u3044\u3046\uff13\u30b9\u30c6\u30fc\u30b8\u69cb\u6210\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/ukplab.github.io\/arxiv2025-assessing-paper-novelty\/\">Beyond &#8220;Not Novel Enough&#8221;: Enriching Scholarly Critique with LLM-Assisted Feedback<\/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":[623],"class_list":["post-7323","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-623"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7323","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=7323"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7323\/revisions"}],"predecessor-version":[{"id":7324,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7323\/revisions\/7324"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7323"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7323"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7323"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}