{"id":8259,"date":"2026-03-02T05:01:00","date_gmt":"2026-03-01T20:01:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8259"},"modified":"2026-02-22T16:36:55","modified_gmt":"2026-02-22T07:36:55","slug":"innoeval-on-research-idea-evaluation-as-a-knowledge-grounded-multi-perspective-reasoning-problem","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8259","title":{"rendered":"InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem\u00a0<\/strong>[87.3]<br>InnoEval\u306f\u3001\u4eba\u9593\u30ec\u30d9\u30eb\u306e\u30a2\u30a4\u30c7\u30a2\u30a2\u30bb\u30b9\u30e1\u30f3\u30c8\u3092\u30a8\u30df\u30e5\u30ec\u30fc\u30c8\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u3001\u6df1\u3044\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u8a55\u4fa1\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308b\u3002 \u6211\u3005\u306f,\u591a\u69d8\u306a\u30aa\u30f3\u30e9\u30a4\u30f3\u60c5\u5831\u6e90\u304b\u3089\u52d5\u7684\u8a3c\u62e0\u3092\u691c\u7d22\u3057,\u6839\u62e0\u3068\u3059\u308b\u7570\u7a2e\u6df1\u5c64\u77e5\u8b58\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u3092\u9069\u7528\u3057\u305f\u3002 InnoEval\u3092\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3059\u308b\u305f\u3081\u306b\u3001\u6a29\u5a01\u3042\u308b\u30d4\u30a2\u30ec\u30d3\u30e5\u30fc\u3055\u308c\u305f\u63d0\u6848\u304b\u3089\u6d3e\u751f\u3057\u305f\u5305\u62ec\u7684\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2602.14367v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2602.14367v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 16 Feb 2026 00:40:31 GMT)<\/li>\n\n\n\n<li>\u300cWe introduce InnoEval, a deep idea evaluation frame- work to achieve multi-dimensional, multi-perspective inno- vation assessment grounded in heterogeneous knowledge. We construct an idea evaluation dataset that supports point- wise, pair-wise, and group-wise assessment, incorporating quantitative, qualitative, and human evaluation strategies.\u300d\u3068\u306e\u3053\u3068\u3002\u51dd\u3063\u305f\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u6210<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/zjunlp\/InnoEval\">GitHub &#8211; zjunlp\/InnoEval: InnoEval: On Research Idea Evaluation as a Knowledge-Grounded, Multi-Perspective Reasoning Problem<\/a>\u3001\u30c7\u30e2\u3082\u3042\u308b<\/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":[457,517,623],"class_list":["post-8259","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-457","tag-517","tag-623"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8259","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=8259"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8259\/revisions"}],"predecessor-version":[{"id":8260,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8259\/revisions\/8260"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8259"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8259"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8259"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}